dataset,lang,clf,feature,valid_acc,test_macro_f1,train_time_s
nt_emot,abs,nb,bow,0.4868421052631579,0.4815701024327785,0.09934955700009596
nt_emot,abs,nb,tfidf,0.4605263157894737,0.4995469158696867,0.13140791100158822
nt_emot,abs,svm,bow,0.4342105263157895,0.4455606193658085,0.1781709229981061
nt_emot,abs,svm,tfidf,0.4342105263157895,0.4822828862954866,0.17778683600045042
nt_emot,abs,lr,bow,0.4342105263157895,0.46253012928519627,2.434899995001615
nt_emot,abs,lr,tfidf,0.4473684210526316,0.5090186358168924,1.826848606000567
nt_emot,bew,nb,bow,0.6359102244389028,0.5975771355597032,0.2045554770011222
nt_emot,bew,nb,tfidf,0.5660847880299252,0.5553726962660521,0.20826056899750256
nt_emot,bew,svm,bow,0.5985037406483791,0.6129709430836037,25.585434741002246
nt_emot,bew,svm,tfidf,0.6583541147132169,0.6174042587593107,26.90644254900326
nt_emot,bew,lr,bow,0.6359102244389028,0.6320832400068361,647.6293604240018
nt_emot,bew,lr,tfidf,0.6583541147132169,0.63269516520055,808.7329482690038
nt_emot,bhp,nb,bow,0.5942028985507246,0.48022355012213025,0.09814391099644126
nt_emot,bhp,nb,tfidf,0.4782608695652174,0.401233789091448,0.10056222600542242
nt_emot,bhp,svm,bow,0.5072463768115942,0.43594640815580954,0.1625780609974754
nt_emot,bhp,svm,tfidf,0.5072463768115942,0.4868191774729894,0.16059438700176543
nt_emot,bhp,lr,bow,0.5072463768115942,0.45532155548022973,1.981496510998113
nt_emot,bhp,lr,tfidf,0.5217391304347826,0.48795449790764733,2.001559817996167
nt_emot,btk,nb,bow,0.6159600997506235,0.5711875178511777,0.2039818809935241
nt_emot,btk,nb,tfidf,0.5561097256857855,0.5464061916531671,0.20343500599847175
nt_emot,btk,svm,bow,0.5935162094763092,0.5842685680312505,25.331702655996196
nt_emot,btk,svm,tfidf,0.6633416458852868,0.6102341046171555,26.551315304997843
nt_emot,btk,lr,bow,0.628428927680798,0.5939680328985715,812.840995585997
nt_emot,btk,lr,tfidf,0.6658354114713217,0.6169079550484535,811.6294895669998
nt_emot,jav,nb,bow,0.5985037406483791,0.5838851147006123,0.20270901799813146
nt_emot,jav,nb,tfidf,0.5810473815461347,0.5484746916829546,0.20068280900159152
nt_emot,jav,svm,bow,0.6109725685785536,0.5896924163136475,25.24329542000487
nt_emot,jav,svm,tfidf,0.6109725685785536,0.6334126299056224,26.61786308400042
nt_emot,jav,lr,bow,0.5960099750623441,0.6116521050933288,647.4667562250033
nt_emot,jav,lr,tfidf,0.6184538653366584,0.6167949472631692,795.8806181699983
nt_emot,mad,nb,bow,0.5885286783042394,0.5521707142852593,0.20563285300158896
nt_emot,mad,nb,tfidf,0.5760598503740648,0.5275714679027119,0.21491474899812602
nt_emot,mad,svm,bow,0.6109725685785536,0.5596523520668761,26.58754116700584
nt_emot,mad,svm,tfidf,0.6309226932668329,0.5942960833931391,27.296371395001188
nt_emot,mad,lr,bow,0.6209476309226932,0.5734830799531914,589.127130562003
nt_emot,mad,lr,tfidf,0.6359102244389028,0.6072595099221436,823.2737938080027
nt_emot,mak,nb,bow,0.57356608478803,0.5493230350941627,0.20810575199720915
nt_emot,mak,nb,tfidf,0.543640897755611,0.5203104061292393,0.2042338870014646
nt_emot,mak,svm,bow,0.5586034912718204,0.5259671576668132,25.206224064000708
nt_emot,mak,svm,tfidf,0.5685785536159601,0.5809474503913223,25.66549177900015
nt_emot,mak,lr,bow,0.600997506234414,0.5560826029711342,718.1571138849977
nt_emot,mak,lr,tfidf,0.6034912718204489,0.5620814860762222,785.0872196229975
nt_emot,min,nb,bow,0.6209476309226932,0.6140673924810365,0.202810912996938
nt_emot,min,nb,tfidf,0.57356608478803,0.5661398511173429,0.19550425300258212
nt_emot,min,svm,bow,0.6234413965087282,0.6101605337470415,24.527762917001382
nt_emot,min,svm,tfidf,0.6433915211970075,0.6233996826961783,26.333331296002143
nt_emot,min,lr,bow,0.6408977556109726,0.6250912679540306,611.1074444810001
nt_emot,min,lr,tfidf,0.6533665835411472,0.6497444508033412,787.9902336010055
nt_emot,mui,nb,bow,0.5180722891566265,0.5148706145289249,0.09928634300013073
nt_emot,mui,nb,tfidf,0.46987951807228917,0.4893236264123602,0.09974753500137012
nt_emot,mui,svm,bow,0.4457831325301205,0.48803255093536435,0.18393982799898367
nt_emot,mui,svm,tfidf,0.5060240963855421,0.5139758811652952,0.1780896819982445
nt_emot,mui,lr,bow,0.46987951807228917,0.45298542000899183,261.9077147630014
nt_emot,mui,lr,tfidf,0.4939759036144578,0.5099192546251676,238.62527688500268
nt_emot,rej,nb,bow,0.4479166666666667,0.47530001965572105,0.10081511399766896
nt_emot,rej,nb,tfidf,0.4479166666666667,0.32872169553198666,0.10558372300147312
nt_emot,rej,svm,bow,0.4479166666666667,0.41808104602585117,0.17203475600399543
nt_emot,rej,svm,tfidf,0.4895833333333333,0.4827425604293074,0.174068583000917
nt_emot,rej,lr,bow,0.4583333333333333,0.4561163542340013,1.8422447740013013
nt_emot,rej,lr,tfidf,0.4791666666666667,0.5064798652473408,1.7278153739971458
nt_emot,sun,nb,bow,0.6334164588528678,0.6131512309773954,0.1994918249984039
nt_emot,sun,nb,tfidf,0.6059850374064838,0.578612017188654,0.20077675599895883
nt_emot,sun,svm,bow,0.6059850374064838,0.6057873105529905,25.335618254997826
nt_emot,sun,svm,tfidf,0.6209476309226932,0.6157505000266286,26.68164028300089
nt_emot,sun,lr,bow,0.6059850374064838,0.6290434091776286,658.0534064460007
nt_emot,sun,lr,tfidf,0.6334164588528678,0.62711858300675,797.267600317995