"ID","Class","Radius","Texture","Perimeter","Area","Smoothness","Compactness","Concavity","Concave_points","Symmetry","Fractal_dimension"
842302,"M",1.88503099661675,-1.35809849025946,2.30157547982572,1.9994781593289,1.30653665654509,2.61436465821211,2.10767181755745,2.29405759870782,2.74820411421215,1.93531174206011
842517,"M",1.8043398096552,-0.36887864740581,1.53377643077062,1.88882701986617,-0.375281748283427,-0.430065806119696,-0.146619958208497,1.08612861648405,-0.243675259026272,0.280942786504522
84300903,"M",1.51054112892339,-0.0239533074634196,1.34629061646647,1.45500429848057,0.526943750140202,1.08198013848268,0.854222318593395,1.95328166417618,1.15124202844253,0.201214162140397
84348301,"M",-0.281217022581851,0.133866305623429,-0.249719577363966,-0.549537693087806,3.39129072086376,3.88997466696241,1.98783916947293,2.17387322893996,6.04072614732218,4.93067186574007
84358402,"M",1.29743363515314,-1.46548090741133,1.33736272054722,1.21965108121065,0.220362270093338,-0.313118999139101,0.612639700055007,0.728618149453083,-0.86758959617918,-0.396750520590539
843786,"M",-0.165352754124237,-0.313560432509389,-0.11490834898336,-0.244105420824825,2.0467119440868,1.72010293309419,1.26213265267309,0.905091401264113,1.75252734818575,2.23983079345086
844359,"M",1.36777979814526,0.322599038799454,1.36712237361137,1.27409846729548,0.51818427928172,0.0211963295119497,0.509104292109984,1.19566373829779,0.262244915918961,-0.0147175288457742
84458202,"M",0.163619008103631,0.400695342182636,0.0993611530785282,0.0288340565165622,1.44668819028079,0.724148332340965,-0.0210353430159227,0.623646991048247,0.477220581311025,1.72491676109923
844981,"M",-0.161214744536465,0.822089979187726,-0.031581320403737,-0.248145065598861,1.6612952263136,1.81671116494772,1.27890922340493,1.39039284374444,2.3877561940435,1.2875166691016
84501001,"M",-0.243974936291904,2.44096126806828,-0.28602635410223,-0.297147713075211,2.31825554069974,5.10838243316786,3.99192037603841,1.61859101418974,2.36835989340663,6.8408368244639
845636,"M",0.604317029201341,1.33459697013986,0.492188573525325,0.47319498166052,-0.624926667750159,-0.630273655026694,-0.605339335076031,-0.226010863576409,0.0763637014822138,0.0317908353666316
84610002,"M",0.858804618849315,0.260772798621101,0.870136167440046,0.734893708326329,0.316716449536638,1.94891190327361,0.595863129323175,1.01006255966895,1.4405701796093,1.15463562849472
846226,"M",0.970530877719157,0.693556479869572,1.32248289401514,0.79285382899728,-1.25560856956085,0.864611616812223,0.439601356220964,0.944645750807964,0.444893413582895,1.01621787786256
846381,"M",0.11810090263814,0.322599038799454,0.14102466736834,-0.00717147299114982,-0.843913439212205,-0.3932021387019,-0.191677033888276,-0.0411703455157184,-0.14831011422829,-1.16690688510788
84667401,"M",-0.25638896505522,1.03034678820955,0.0457937775630561,-0.321209944990121,1.43354898399307,3.29380018355046,2.02330963330595,1.61554837191714,1.12376393587362,3.27519556817943
84799002,"M",0.24637919985907,1.86337402429683,0.50111646944457,0.109978225455894,1.55180184058258,2.56415380086718,2.06309407247001,0.860973088311355,2.12913885221846,2.77689166590365
848406,"M",0.57948897167471,0.846495073994971,0.480284712299665,0.45211857414381,0.614538458725021,-0.426887903756093,0.0920866767758621,0.704277011272251,0.20728873078114,-0.0988755212301285
84862001,"M",0.970530877719157,0.944115453223949,0.879064063359292,0.762995585015275,2.03795247322832,1.07435317281003,0.988434884448055,1.41017001851637,1.30156335837834,1.67508637087165
849014,"M",2.28641792663063,0.846495073994971,2.36704671656685,2.6651413633983,0.824765759328585,0.38601952085359,1.27028127274284,1.88938617645149,-0.214580808070956,-0.431631793749844
8510426,"B",-0.239836926704132,-1.04408627040624,-0.22501906532072,-0.297498986533822,0.509424808423238,-0.489174790082715,-0.159082553609287,0.215932926519316,0.123238094688002,-0.628738670650041
8510653,"B",-0.366046219131176,-0.843964492986839,-0.332451412882306,-0.439237827083694,-0.0511813265195984,0.148312424056075,-0.398747849778323,-0.635550513468902,0.457824280674147,-0.117146664313574
8510824,"B",-1.24951126612048,-1.62980854578011,-1.25381027174843,-0.993547344773152,0.0013754986312917,-0.886412585533107,-0.879660233071109,-0.796202025462391,-0.728582774948222,-0.344151775350318
8511133,"M",0.372588492286113,-1.07337238417494,0.530876122508722,0.176193272404222,0.290438036961193,2.16818716636223,1.71749671539426,1.896992782133,2.85488376771498,0.858975313144426
851509,"M",2.66918381349953,1.61281505094245,2.40275830024384,3.04627306599213,0.338615126682843,0.0364502608572448,0.207605349529337,1.31280546579304,-0.127297455205005,-0.480908512974893
852552,"M",2.10848351435644,0.957131503787813,2.07540211653817,2.34372614876848,2.10802824009617,0.658047963178019,0.945774461729966,1.44363908351501,1.15124202844253,0.647472990178484
852631,"M",1.23743249613045,-0.695906917822888,1.34331465116005,1.01942520980191,0.969297028493535,0.893848318557372,0.542178102981311,2.13584020053241,1.88345237748468,1.21553943877287
852763,"M",0.279483276561245,1.2255875466675,0.450525059235513,0.0286584197872562,0.881702319908716,2.60610211206674,1.3503294816633,2.36555969211401,2.20349133799316,2.41146880423474
852781,"M",1.04294604550517,0.257518785980135,0.971318987858161,0.917555906804477,0.0626917946406651,-0.270535107466819,0.347090551899716,0.523239796052316,-0.90476583906653,-0.5390439682404
852973,"M",0.827769546941025,1.79503975883654,1.25105972666118,0.682202689534555,1.38975162970066,2.26733772010665,1.7318766331644,1.33562528283757,1.82041440041482,0.820218342967421
853201,"M",0.773975422299991,-1.00178410607369,0.822520722537404,0.608435263226072,-0.300826245986331,0.171193321074018,-0.111628824967818,0.471514877418049,-0.233977108707833,-0.263315808981136
853401,"M",1.42364292758018,1.35574805230614,1.58436784097968,1.38650597405126,0.732791315314526,1.08960710415533,1.63505185351211,1.06787276284842,0.878077461139836,0.768173268729729
853612,"M",0.113962893050368,0.39744132954167,0.36124610004306,0.0142562079841715,1.3722326879837,2.05441826174524,2.02954093100635,0.608433779685227,3.00682145603719,3.11463097744612
85382601,"M",0.953978839368069,1.04336283877341,0.858232306214385,0.813930236513989,1.35909348169598,0.645971934196327,1.37381668068786,1.06635144171212,1.01708428237079,0.0484009654424914
854002,"M",1.63054340696878,0.849749086635937,1.61115152873741,1.63766649695872,0.811626553040862,2.57241634701255,1.61491996863391,0.9720295312614,1.24660717324052,1.5698888803912
854039,"M",0.81535551817771,0.257518785980135,0.757049485796271,0.668151751190082,0.535703220998684,2.07285009545414,1.22330687469371,1.09221390102926,2.2131894883116,2.17892698317271
854253,"M",0.773975422299991,0.543871898385138,0.780857208247592,0.61194799781219,1.04813226621987,0.821392144667221,1.28801650465935,1.01462652307786,3.17169001145065,0.132005286824317
854268,"M",-0.0784545527810266,0.761890745329856,0.266015210237776,-0.142236117827396,0.535703220998684,1.07753107517363,1.18112578256796,0.457822987191331,1.11568214394159,0.966387487634983
854941,"B",-0.614326794397491,-0.466499026634789,-0.678556178018386,-0.587826500076495,-1.54861286977707,-1.32248434786673,-1.07302219402029,-0.980890411409451,-1.47695670785443,-1.23224006340626
855133,"M",-0.264664984230763,-0.077644516039358,-0.348819222067589,-0.319277940967756,-1.68613656225523,-1.28994262766343,-1.18973919325461,-1.30249769962369,-2.15905994691797,-1.60043128008781
855138,"M",-0.152938725360922,0.0557700022402458,0.00115429796682918,-0.246213061576496,1.25397983139419,1.06926852902827,1.10635021016322,1.69161442873224,-0.151542831001102,1.28197995907631
855167,"M",-0.0701785336054829,0.743993675804544,-0.141692036741097,-0.162785615156188,-1.00596365009412,-0.317568062448145,-0.305278384272399,-0.0518195934698323,0.150716187256913,-0.691303493935778
855563,"M",-0.709501014916246,1.57213989293038,-0.596419535561328,-0.643854616725081,2.56352072473723,0.0987371471838662,0.623664303678783,0.422832601056385,0.102225435664718,0.670727172284687
855625,"M",1.61812937820546,1.21907952138557,2.08730597776383,1.35313499548314,-0.335864129420258,3.11520207071597,2.16662948041503,2.0491248957632,2.8597328428742,1.09926852824186
856106,"M",0.229827161507982,0.377917253695875,0.173760285738906,0.0467490029057653,0.903600997054921,0.750842712195231,0.451584621029415,0.52628243832492,1.35490318512975,1.03836471796371
85638502,"M",-0.00810838978890388,0.685421448267157,-0.052413077548643,-0.245686151388578,0.785348140465416,0.865247197284944,0.482261778939052,0.701234368999648,1.28055069935505,0.677371224315031
857010,"M",1.35536576938195,-0.708922968386751,1.28974727564458,1.20560014286617,1.55618157601182,1.61904563793161,2.21600053142586,1.87417296508847,1.45188468831414,0.437631680220128
85713702,"B",-1.51144727302644,-0.604794563875841,-1.4880187413633,-1.12123524697855,-0.116877357958212,-0.753576266734496,-0.974903221768684,-1.35346195768981,0.330131968148034,-0.545688020270744
85715,"M",-0.123972658246518,0.36978222209346,-0.132764140821852,-0.212842083008373,2.0248132669406,1.03176928113775,1.09484627594711,1.4329898355609,1.6151368853412,1.87994464180725
857155,"B",-0.519152573878737,-0.809797360256696,-0.517258858410686,-0.523367820421225,0.745930521602248,-0.245747469030714,0.15727563733384,-0.747367616987097,-0.248524334185492,-0.0518134860151935
857156,"B",-0.231560907528588,0.99943366812037,-0.245850822465626,-0.319277940967756,-0.708141640905737,-0.528580779391394,-0.210850257581799,0.206804999701504,-0.0480958942710862,-0.818094153514837
857343,"B",-0.680534947801842,0.00695981262575653,-0.722600464553329,-0.639463698492433,-1.04538126895729,-1.06850639096757,-1.03994838314896,-1.17835789490145,-0.756060867517132,-1.01409368840998
857373,"B",-0.330873137635114,-0.404672786456435,-0.332749009412948,-0.393221004005544,-1.02786232724032,-0.610570660372355,-0.801385547342302,-0.437322369408754,-0.896684047134497,-0.204626682713099
857374,"B",-0.655706890275211,-0.707295962066269,-0.702066303939065,-0.620670568456701,-0.786976878632073,-1.0500109992114,-0.86355472516855,-0.785704909621907,-0.187102715502045,-0.546241691273273
857392,"M",0.896046705139262,-0.251734192331036,0.828472653150234,0.773533788773629,-0.191332860255308,-0.156130622377106,-0.0473985255945167,0.27222180856249,0.194357863689888,-0.225666180809188
857438,"M",0.378795506667771,0.978282585954092,0.310654689834002,0.262430906493425,0.286058301531952,-0.308669935830056,-0.00473810287642824,0.584092641504395,-0.36490213800676,-0.288784675097454
85759902,"B",-0.709501014916246,-0.52181724153121,-0.757419258638386,-0.657554281610942,-0.327104658561777,-1.061832796004,-0.869642223691244,-0.782662267349303,0.65502000381574,-0.752207304213928
857637,"M",2.04227536095209,0.400695342182636,1.87006051039553,2.22078043825434,1.31529612740357,0.615464071505737,0.554640698382101,1.43755379896981,1.02839879107564,-0.0556891830328941
857793,"M",0.331208396408394,0.817208960226277,0.2511353837057,0.184272561952294,0.194083857517893,1.11058125975511,0.414676165419384,1.0465742669402,1.28863249128709,1.4093242896579
857810,"B",-0.421909348566097,-0.557611380581835,-0.506545383307591,-0.450478577759272,-1.32568433642871,-1.22257109755505,-1.29583901986864,-1.57450991879448,-0.746362717198693,-1.16579954310283
858477,"B",-1.39910031271844,-1.67211071011267,-1.40945325727394,-1.06380203649552,1.79268728919083,-0.82857476251553,-0.74482453744641,-1.07125688690579,0.516013182584781,0.349597990818074
858970,"B",-1.08605988740349,-1.33857441441366,-1.11304711275499,-0.899230421135877,-0.213231537401513,-0.988995273830217,-1.20076379687838,-1.35117997598535,1.06072595880377,-0.207395037725743
858981,"B",-1.3871000849139,0.221724646929509,-1.34517240665537,-1.06555840378858,1.38099215884218,-0.536843325536762,-0.873237203133779,-1.32090568537294,0.11515630275597,-0.377925706504565
858986,"M",0.289828300530675,0.623595208088804,0.352318204123814,0.138607012332757,1.38537189427142,2.35441224486938,2.01324369086685,0.9720295312614,-0.0917375707040622,1.61971927061878
859196,"B",-1.29502937158597,-1.04896728936769,-1.24012083133892,-1.00197790777984,-1.48948644148232,-0.549554934991174,-0.635057831800992,-0.969632635000816,0.616227402541983,0.0528303334627204
85922302,"M",0.169826022485289,1.26788971100006,0.13507273675551,0.0135536610669477,2.30949606984126,0.965033331502083,0.624143634271121,0.867058372856563,0.779479599569039,1.06051155806485
859283,"M",0.21534412795078,1.2548736604362,0.218399765335133,0.0781879774515235,1.42040977770535,0.555083926597277,0.14481304193305,0.711883616953761,0.679265379611837,0.285925825527279
859464,"B",-1.21226917983053,0.957131503787813,-1.19726693092654,-0.965796741542818,0.982436234781257,-0.558453061609263,-0.853536715788685,-0.752083712509633,-0.036781385566241,0.452027126285872
859465,"B",-0.81502025940443,-0.298917375625042,-0.870803536812803,-0.726930789686777,-0.147535505962899,-1.03462995177156,-0.612529293961102,-0.684537054057825,-0.809400694268546,-0.970907350212743
859471,"B",-1.23295922776939,-0.492531127762516,-1.24279920011469,-0.976334945301173,0.693373696451357,1.15824979520915,4.69653634677537,0.91878329149083,2.14530243608253,1.8577978017061
859487,"B",-0.581222717695316,-0.962735954382095,-0.642546997810762,-0.572019194438963,-0.121257093387454,-1.16727559642835,-0.806658183858021,-0.848687604664809,-0.836878786837457,-1.09880535179686
859575,"M",1.77744274733468,0.146882356187292,1.74506996752609,1.73075396349085,-0.572369842599268,-0.131342983941001,-0.01672136768488,0.978114815806608,-0.565330577921165,-0.999698242344232
859711,"B",-1.35234080437661,-1.62818153945963,-1.3302925801233,-1.04711654721146,-0.511053546589895,-0.0677849366689382,-0.617322599884483,-1.01542440120351,-1.04538901868389,1.35395718940503
859717,"M",1.45881600907624,1.32483493221697,1.31950692870873,1.40582601427491,1.14448644566317,3.08342304707994,1.8426019999945,1.14546014079983,0.666334512520585,2.76581824585308
859983,"M",0.0622377732032188,-0.783765259128968,0.090433257159283,-0.11975461647624,0.382412480975252,0.635167066160077,0.0273770468102224,0.360458434468004,-0.503908959237718,1.05497484803957
8610175,"B",-0.446737406092728,-0.401418773815469,-0.522317999431592,-0.47331135256904,-0.646825344896364,-0.444684156992271,-0.488382670545542,-0.426064593000119,-0.45703456603193,-0.434953819765015
8610404,"M",0.724319307246727,-0.181772920550268,0.640986838846082,0.601409794053836,0.772208934177693,-0.316296901502704,0.051343576427126,0.568879430141375,-0.405311097666922,-1.11153978485502
8610629,"B",-0.452944420474386,-2.14556954937322,-0.473214571875742,-0.483147009410172,0.557601898144889,-0.739593496334642,-0.895382276499798,-0.616686131378757,-0.308329594482532,-0.666388298821988
8610637,"M",1.26639856324485,-1.10103149162315,1.2748674491125,1.28112393646772,0.675854754734393,1.96480141509163,0.51006295329466,1.45428833146913,1.37429948576663,1.48683823001191
8610862,"M",1.46916103304567,0.98316360491554,1.87601244100836,1.30395671127748,1.38099215884218,2.30165906563356,2.37705561045145,2.07194471280773,4.1043288004072,0.868941391189942
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