benchmark,model,target,metric,score,seed MUV,RandomForest,MUV-466,AUROC,0.7750247547033936, MUV,RandomForest,MUV-466,BEDROC,0.48824497957165436, MUV,RandomForest,MUV-466,Enrichment factor 1%,16.267543859649123, MUV,RandomForest,MUV-466,Enrichment factor 5%,13.293906810035843, MUV,RandomForest,MUV-466,RIE,9.608624050317596, MUV,RandomForest,MUV-466,AUPRC,0.0685196573199908, MUV,RandomForest,MUV-466,accuracy,0.9983823132919925, MUV,RandomForest,MUV-466,F1 score,0.0, MUV,RandomForest,MUV-466,recall,0.0, MUV,RandomForest,MUV-466,precision,0.0, MUV,RandomForest,MUV-466,MCC,0.0, MUV,LogisticRegression,MUV-466,AUROC,0.6387163561076604, MUV,LogisticRegression,MUV-466,BEDROC,0.2771022965991284, MUV,LogisticRegression,MUV-466,Enrichment factor 1%,16.267543859649123, MUV,LogisticRegression,MUV-466,Enrichment factor 5%,6.646953405017921, MUV,LogisticRegression,MUV-466,RIE,5.453352132126024, MUV,LogisticRegression,MUV-466,AUPRC,0.1722401555828581, MUV,LogisticRegression,MUV-466,accuracy,0.9983823132919925, MUV,LogisticRegression,MUV-466,F1 score,0.0, MUV,LogisticRegression,MUV-466,recall,0.0, MUV,LogisticRegression,MUV-466,precision,0.0, MUV,LogisticRegression,MUV-466,MCC,0.0, MUV,SimilaritySearch_Mean,MUV-466,AUROC,0.5955531550994689, MUV,SimilaritySearch_Mean,MUV-466,BEDROC,0.03253993866960229, MUV,SimilaritySearch_Mean,MUV-466,Enrichment factor 1%,0.0, MUV,SimilaritySearch_Mean,MUV-466,Enrichment factor 5%,0.0, MUV,SimilaritySearch_Mean,MUV-466,RIE,0.6403835563525162, MUV,SimilaritySearch_Mean,MUV-466,AUPRC,0.0029203099377927075, MUV,SimilaritySearch_Max,MUV-466,AUROC,0.532226122963363, MUV,SimilaritySearch_Max,MUV-466,BEDROC,0.3107880417744191, MUV,SimilaritySearch_Max,MUV-466,Enrichment factor 1%,32.53508771929825, MUV,SimilaritySearch_Max,MUV-466,Enrichment factor 5%,6.646953405017921, MUV,SimilaritySearch_Max,MUV-466,RIE,6.116285031337389, MUV,SimilaritySearch_Max,MUV-466,AUPRC,0.03058768714829075, MUV,LightGBM_Ranker,MUV-466,AUROC,0.6729678638941399, MUV,LightGBM_Ranker,MUV-466,BEDROC,0.2694105268049537, MUV,LightGBM_Ranker,MUV-466,Enrichment factor 1%,16.267543859649123, MUV,LightGBM_Ranker,MUV-466,Enrichment factor 5%,6.646953405017921, MUV,LightGBM_Ranker,MUV-466,RIE,5.301978688457663, MUV,LightGBM_Ranker,MUV-466,AUPRC,0.04705791419922198, MUV,LightGBM_Ranker,MUV-466,accuracy,0.5012132650310057, MUV,LightGBM_Ranker,MUV-466,F1 score,0.005376344086021506, MUV,LightGBM_Ranker,MUV-466,recall,0.8333333333333334, MUV,LightGBM_Ranker,MUV-466,precision,0.002696871628910464, MUV,LightGBM_Ranker,MUV-466,MCC,0.026846218989952153, MUV,RandomForest,MUV-548,AUROC,0.7124009016011192, MUV,RandomForest,MUV-548,BEDROC,0.31950286257417204, MUV,RandomForest,MUV-548,Enrichment factor 1%,14.22007722007722, MUV,RandomForest,MUV-548,Enrichment factor 5%,5.688030888030888, MUV,RandomForest,MUV-548,RIE,6.270130671042933, MUV,RandomForest,MUV-548,AUPRC,0.053453017645844265, MUV,RandomForest,MUV-548,accuracy,0.9980993755090959, MUV,RandomForest,MUV-548,F1 score,0.0, MUV,RandomForest,MUV-548,recall,0.0, MUV,RandomForest,MUV-548,precision,0.0, MUV,RandomForest,MUV-548,MCC,0.0, MUV,LogisticRegression,MUV-548,AUROC,0.7930980879838334, MUV,LogisticRegression,MUV-548,BEDROC,0.44201905748451376, MUV,LogisticRegression,MUV-548,Enrichment factor 1%,42.66023166023166, MUV,LogisticRegression,MUV-548,Enrichment factor 5%,8.532046332046331, MUV,LogisticRegression,MUV-548,RIE,8.674467646523897, MUV,LogisticRegression,MUV-548,AUPRC,0.0746102877134436, MUV,LogisticRegression,MUV-548,accuracy,0.9980993755090959, MUV,LogisticRegression,MUV-548,F1 score,0.0, MUV,LogisticRegression,MUV-548,recall,0.0, MUV,LogisticRegression,MUV-548,precision,0.0, MUV,LogisticRegression,MUV-548,MCC,0.0, MUV,SimilaritySearch_Mean,MUV-548,AUROC,0.7125369190113477, MUV,SimilaritySearch_Mean,MUV-548,BEDROC,0.159097344007816, MUV,SimilaritySearch_Mean,MUV-548,Enrichment factor 1%,0.0, MUV,SimilaritySearch_Mean,MUV-548,Enrichment factor 5%,2.844015444015444, MUV,SimilaritySearch_Mean,MUV-548,RIE,3.1222291251083445, MUV,SimilaritySearch_Mean,MUV-548,AUPRC,0.007567007846980665, MUV,SimilaritySearch_Max,MUV-548,AUROC,0.7583359241411473, MUV,SimilaritySearch_Max,MUV-548,BEDROC,0.17654832004877027, MUV,SimilaritySearch_Max,MUV-548,Enrichment factor 1%,14.22007722007722, MUV,SimilaritySearch_Max,MUV-548,Enrichment factor 5%,2.844015444015444, MUV,SimilaritySearch_Max,MUV-548,RIE,3.464698355271785, MUV,SimilaritySearch_Max,MUV-548,AUPRC,0.022031460461178827, MUV,LightGBM_Ranker,MUV-548,AUROC,0.7975283693455619, MUV,LightGBM_Ranker,MUV-548,BEDROC,0.4482529750291222, MUV,LightGBM_Ranker,MUV-548,Enrichment factor 1%,14.22007722007722, MUV,LightGBM_Ranker,MUV-548,Enrichment factor 5%,14.22007722007722, MUV,LightGBM_Ranker,MUV-548,RIE,8.79680607260357, MUV,LightGBM_Ranker,MUV-548,AUPRC,0.037649322265259993, MUV,LightGBM_Ranker,MUV-548,accuracy,0.5014933478142818, MUV,LightGBM_Ranker,MUV-548,F1 score,0.006493506493506494, MUV,LightGBM_Ranker,MUV-548,recall,0.8571428571428571, MUV,LightGBM_Ranker,MUV-548,precision,0.0032590983161325366, MUV,LightGBM_Ranker,MUV-548,MCC,0.031181593371485416, MUV,RandomForest,MUV-600,AUROC,0.6156971770744226, MUV,RandomForest,MUV-600,BEDROC,0.2989579964574659, MUV,RandomForest,MUV-600,Enrichment factor 1%,28.424710424710423, MUV,RandomForest,MUV-600,Enrichment factor 5%,5.684942084942085, MUV,RandomForest,MUV-600,RIE,5.866884741057007, MUV,RandomForest,MUV-600,AUPRC,0.05086573685074572, MUV,RandomForest,MUV-600,accuracy,0.9980983428416191, MUV,RandomForest,MUV-600,F1 score,0.0, MUV,RandomForest,MUV-600,recall,0.0, MUV,RandomForest,MUV-600,precision,0.0, MUV,RandomForest,MUV-600,MCC,0.0, MUV,LogisticRegression,MUV-600,AUROC,0.7533245197915857, MUV,LogisticRegression,MUV-600,BEDROC,0.34329118298366346, MUV,LogisticRegression,MUV-600,Enrichment factor 1%,14.212355212355211, MUV,LogisticRegression,MUV-600,Enrichment factor 5%,8.527413127413128, MUV,LogisticRegression,MUV-600,RIE,6.73689891285468, MUV,LogisticRegression,MUV-600,AUPRC,0.15491904539649148, MUV,LogisticRegression,MUV-600,accuracy,0.9980983428416191, MUV,LogisticRegression,MUV-600,F1 score,0.0, MUV,LogisticRegression,MUV-600,recall,0.0, MUV,LogisticRegression,MUV-600,precision,0.0, MUV,LogisticRegression,MUV-600,MCC,0.0, MUV,SimilaritySearch_Mean,MUV-600,AUROC,0.6851621432459756, MUV,SimilaritySearch_Mean,MUV-600,BEDROC,0.22191807617110906, MUV,SimilaritySearch_Mean,MUV-600,Enrichment factor 1%,14.212355212355211, MUV,SimilaritySearch_Mean,MUV-600,Enrichment factor 5%,5.684942084942085, MUV,SimilaritySearch_Mean,MUV-600,RIE,4.355019077990214, MUV,SimilaritySearch_Mean,MUV-600,AUPRC,0.016059366210721418, MUV,SimilaritySearch_Max,MUV-600,AUROC,0.7012014931176608, MUV,SimilaritySearch_Max,MUV-600,BEDROC,0.22961360623753874, MUV,SimilaritySearch_Max,MUV-600,Enrichment factor 1%,14.212355212355211, MUV,SimilaritySearch_Max,MUV-600,Enrichment factor 5%,2.8424710424710424, MUV,SimilaritySearch_Max,MUV-600,RIE,4.506039582986681, MUV,SimilaritySearch_Max,MUV-600,AUPRC,0.07641466279757293, MUV,LightGBM_Ranker,MUV-600,AUROC,0.7602068590092542, MUV,LightGBM_Ranker,MUV-600,BEDROC,0.2307758492613749, MUV,LightGBM_Ranker,MUV-600,Enrichment factor 1%,14.212355212355211, MUV,LightGBM_Ranker,MUV-600,Enrichment factor 5%,5.684942084942085, MUV,LightGBM_Ranker,MUV-600,RIE,4.528847957052301, MUV,LightGBM_Ranker,MUV-600,AUPRC,0.026023374864804265, MUV,LightGBM_Ranker,MUV-600,accuracy,0.5014941591958707, MUV,LightGBM_Ranker,MUV-600,F1 score,0.006497022198159177, MUV,LightGBM_Ranker,MUV-600,recall,0.8571428571428571, MUV,LightGBM_Ranker,MUV-600,precision,0.003260869565217391, MUV,LightGBM_Ranker,MUV-600,MCC,0.03119008575410242, MUV,RandomForest,MUV-644,AUROC,0.7095668859649124, MUV,RandomForest,MUV-644,BEDROC,0.3916350841414305, MUV,RandomForest,MUV-644,Enrichment factor 1%,14.111969111969113, MUV,RandomForest,MUV-644,Enrichment factor 5%,11.41295862607338, MUV,RandomForest,MUV-644,RIE,7.68458814165947, MUV,RandomForest,MUV-644,AUPRC,0.03930139568336397, MUV,RandomForest,MUV-644,accuracy,0.9980848153214774, MUV,RandomForest,MUV-644,F1 score,0.0, MUV,RandomForest,MUV-644,recall,0.0, MUV,RandomForest,MUV-644,precision,0.0, MUV,RandomForest,MUV-644,MCC,0.0, MUV,LogisticRegression,MUV-644,AUROC,0.831766917293233, MUV,LogisticRegression,MUV-644,BEDROC,0.47870128251033106, MUV,LogisticRegression,MUV-644,Enrichment factor 1%,42.335907335907336, MUV,LogisticRegression,MUV-644,Enrichment factor 5%,11.41295862607338, MUV,LogisticRegression,MUV-644,RIE,9.392984296546972, MUV,LogisticRegression,MUV-644,AUPRC,0.041264903296387566, MUV,LogisticRegression,MUV-644,accuracy,0.9978112175102599, MUV,LogisticRegression,MUV-644,F1 score,0.0, MUV,LogisticRegression,MUV-644,recall,0.0, MUV,LogisticRegression,MUV-644,precision,0.0, MUV,LogisticRegression,MUV-644,MCC,-0.0007246650792228801, MUV,SimilaritySearch_Mean,MUV-644,AUROC,0.5328555764411027, MUV,SimilaritySearch_Mean,MUV-644,BEDROC,0.08648560857762985, MUV,SimilaritySearch_Mean,MUV-644,Enrichment factor 1%,0.0, MUV,SimilaritySearch_Mean,MUV-644,Enrichment factor 5%,2.853239656518345, MUV,SimilaritySearch_Mean,MUV-644,RIE,1.6970039759846138, MUV,SimilaritySearch_Mean,MUV-644,AUPRC,0.00336307994634125, MUV,SimilaritySearch_Max,MUV-644,AUROC,0.6897125626566416, MUV,SimilaritySearch_Max,MUV-644,BEDROC,0.28301967695539626, MUV,SimilaritySearch_Max,MUV-644,Enrichment factor 1%,14.111969111969113, MUV,SimilaritySearch_Max,MUV-644,Enrichment factor 5%,5.70647931303669, MUV,SimilaritySearch_Max,MUV-644,RIE,5.553357566827786, MUV,SimilaritySearch_Max,MUV-644,AUPRC,0.03093479197237365, MUV,LightGBM_Ranker,MUV-644,AUROC,0.8144580200501254, MUV,LightGBM_Ranker,MUV-644,BEDROC,0.40180040722573795, MUV,LightGBM_Ranker,MUV-644,Enrichment factor 1%,14.111969111969113, MUV,LightGBM_Ranker,MUV-644,Enrichment factor 5%,8.559718969555036, MUV,LightGBM_Ranker,MUV-644,RIE,7.884050150978383, MUV,LightGBM_Ranker,MUV-644,AUPRC,0.03005810187297376, MUV,LightGBM_Ranker,MUV-644,accuracy,0.5015047879616963, MUV,LightGBM_Ranker,MUV-644,F1 score,0.006543075245365322, MUV,LightGBM_Ranker,MUV-644,recall,0.8571428571428571, MUV,LightGBM_Ranker,MUV-644,precision,0.003284072249589491, MUV,LightGBM_Ranker,MUV-644,MCC,0.03130112196137873, MUV,RandomForest,MUV-652,AUROC,0.7136901559978484, MUV,RandomForest,MUV-652,BEDROC,0.47996022153911694, MUV,RandomForest,MUV-652,Enrichment factor 1%,28.007518796992482, MUV,RandomForest,MUV-652,Enrichment factor 5%,11.382734912146676, MUV,RandomForest,MUV-652,RIE,9.421055553594506, MUV,RandomForest,MUV-652,AUPRC,0.1006124495966013, MUV,RandomForest,MUV-652,accuracy,0.9978523489932886, MUV,RandomForest,MUV-652,F1 score,0.0, MUV,RandomForest,MUV-652,recall,0.0, MUV,RandomForest,MUV-652,precision,0.0, MUV,RandomForest,MUV-652,MCC,-0.0007110325640832073, MUV,LogisticRegression,MUV-652,AUROC,0.7535925612848691, MUV,LogisticRegression,MUV-652,BEDROC,0.298292722805308, MUV,LogisticRegression,MUV-652,Enrichment factor 1%,14.003759398496241, MUV,LogisticRegression,MUV-652,Enrichment factor 5%,8.537051184110007, MUV,LogisticRegression,MUV-652,RIE,5.8551358931401385, MUV,LogisticRegression,MUV-652,AUPRC,0.016854226871388135, MUV,LogisticRegression,MUV-652,accuracy,0.9981208053691275, MUV,LogisticRegression,MUV-652,F1 score,0.0, MUV,LogisticRegression,MUV-652,recall,0.0, MUV,LogisticRegression,MUV-652,precision,0.0, MUV,LogisticRegression,MUV-652,MCC,0.0, MUV,SimilaritySearch_Mean,MUV-652,AUROC,0.5496426650272803, MUV,SimilaritySearch_Mean,MUV-652,BEDROC,0.11965074105888239, MUV,SimilaritySearch_Mean,MUV-652,Enrichment factor 1%,0.0, MUV,SimilaritySearch_Mean,MUV-652,Enrichment factor 5%,2.845683728036669, MUV,SimilaritySearch_Mean,MUV-652,RIE,2.348603578157828, MUV,SimilaritySearch_Mean,MUV-652,AUPRC,0.004232030989330227, MUV,SimilaritySearch_Max,MUV-652,AUROC,0.6565741950357334, MUV,SimilaritySearch_Max,MUV-652,BEDROC,0.2912380764836771, MUV,SimilaritySearch_Max,MUV-652,Enrichment factor 1%,28.007518796992482, MUV,SimilaritySearch_Max,MUV-652,Enrichment factor 5%,5.691367456073338, MUV,SimilaritySearch_Max,MUV-652,RIE,5.716661470410753, MUV,SimilaritySearch_Max,MUV-652,AUPRC,0.07394810392773997, MUV,LightGBM_Ranker,MUV-652,AUROC,0.7462153231384, MUV,LightGBM_Ranker,MUV-652,BEDROC,0.41141998986324757, MUV,LightGBM_Ranker,MUV-652,Enrichment factor 1%,42.01127819548872, MUV,LightGBM_Ranker,MUV-652,Enrichment factor 5%,8.537051184110007, MUV,LightGBM_Ranker,MUV-652,RIE,8.075691295438435, MUV,LightGBM_Ranker,MUV-652,AUPRC,0.09991931233196273, MUV,LightGBM_Ranker,MUV-652,accuracy,0.5014765100671141, MUV,LightGBM_Ranker,MUV-652,F1 score,0.006420545746388443, MUV,LightGBM_Ranker,MUV-652,recall,0.8571428571428571, MUV,LightGBM_Ranker,MUV-652,precision,0.00322234156820623, MUV,LightGBM_Ranker,MUV-652,MCC,0.031004840488889948, MUV,RandomForest,MUV-689,AUROC,0.5958393788478884, MUV,RandomForest,MUV-689,BEDROC,0.2076827511125195, MUV,RandomForest,MUV-689,Enrichment factor 1%,14.092664092664092, MUV,RandomForest,MUV-689,Enrichment factor 5%,2.849336455893833, MUV,RandomForest,MUV-689,RIE,4.075004707785523, MUV,RandomForest,MUV-689,AUPRC,0.07397567789595046, MUV,RandomForest,MUV-689,accuracy,0.9980821917808219, MUV,RandomForest,MUV-689,F1 score,0.0, MUV,RandomForest,MUV-689,recall,0.0, MUV,RandomForest,MUV-689,precision,0.0, MUV,RandomForest,MUV-689,MCC,0.0, MUV,LogisticRegression,MUV-689,AUROC,0.6626014666091525, MUV,LogisticRegression,MUV-689,BEDROC,0.31245292539837066, MUV,LogisticRegression,MUV-689,Enrichment factor 1%,28.185328185328185, MUV,LogisticRegression,MUV-689,Enrichment factor 5%,5.698672911787666, MUV,LogisticRegression,MUV-689,RIE,6.13073127516038, MUV,LogisticRegression,MUV-689,AUPRC,0.1547956430733556, MUV,LogisticRegression,MUV-689,accuracy,0.9980821917808219, MUV,LogisticRegression,MUV-689,F1 score,0.2222222222222222, MUV,LogisticRegression,MUV-689,recall,0.14285714285714285, MUV,LogisticRegression,MUV-689,precision,0.5, MUV,LogisticRegression,MUV-689,MCC,0.2665648344804931, MUV,SimilaritySearch_Mean,MUV-689,AUROC,0.6285635857417355, MUV,SimilaritySearch_Mean,MUV-689,BEDROC,0.21232074635142845, MUV,SimilaritySearch_Mean,MUV-689,Enrichment factor 1%,14.092664092664092, MUV,SimilaritySearch_Mean,MUV-689,Enrichment factor 5%,2.849336455893833, MUV,SimilaritySearch_Mean,MUV-689,RIE,4.166008183698141, MUV,SimilaritySearch_Mean,MUV-689,AUPRC,0.07548507154026506, MUV,SimilaritySearch_Max,MUV-689,AUROC,0.6348378494960982, MUV,SimilaritySearch_Max,MUV-689,BEDROC,0.3062732602652155, MUV,SimilaritySearch_Max,MUV-689,Enrichment factor 1%,28.185328185328185, MUV,SimilaritySearch_Max,MUV-689,Enrichment factor 5%,5.698672911787666, MUV,SimilaritySearch_Max,MUV-689,RIE,6.009478238422589, MUV,SimilaritySearch_Max,MUV-689,AUPRC,0.02357734100188265, MUV,LightGBM_Ranker,MUV-689,AUROC,0.5285282930081173, MUV,LightGBM_Ranker,MUV-689,BEDROC,0.2889133365767353, MUV,LightGBM_Ranker,MUV-689,Enrichment factor 1%,14.092664092664092, MUV,LightGBM_Ranker,MUV-689,Enrichment factor 5%,5.698672911787666, MUV,LightGBM_Ranker,MUV-689,RIE,5.66885404287013, MUV,LightGBM_Ranker,MUV-689,AUPRC,0.03652605115952707, MUV,LightGBM_Ranker,MUV-689,accuracy,0.4997260273972603, MUV,LightGBM_Ranker,MUV-689,F1 score,0.0032751091703056767, MUV,LightGBM_Ranker,MUV-689,recall,0.42857142857142855, MUV,LightGBM_Ranker,MUV-689,precision,0.0016438356164383563, MUV,LightGBM_Ranker,MUV-689,MCC,-0.006262120125386137, MUV,RandomForest,MUV-692,AUROC,0.49554182472331937, MUV,RandomForest,MUV-692,BEDROC,0.14687150324675408, MUV,RandomForest,MUV-692,Enrichment factor 1%,14.13127413127413, MUV,RandomForest,MUV-692,Enrichment factor 5%,2.857142857142857, MUV,RandomForest,MUV-692,RIE,2.881959277388687, MUV,RandomForest,MUV-692,AUPRC,0.015897293512639125, MUV,RandomForest,MUV-692,accuracy,0.9980874316939891, MUV,RandomForest,MUV-692,F1 score,0.0, MUV,RandomForest,MUV-692,recall,0.0, MUV,RandomForest,MUV-692,precision,0.0, MUV,RandomForest,MUV-692,MCC,0.0, MUV,LogisticRegression,MUV-692,AUROC,0.5507410738727464, MUV,LogisticRegression,MUV-692,BEDROC,0.13168367467813677, MUV,LogisticRegression,MUV-692,Enrichment factor 1%,14.13127413127413, MUV,LogisticRegression,MUV-692,Enrichment factor 5%,2.857142857142857, MUV,LogisticRegression,MUV-692,RIE,2.583938886496654, MUV,LogisticRegression,MUV-692,AUPRC,0.008839707172853626, MUV,LogisticRegression,MUV-692,accuracy,0.9980874316939891, MUV,LogisticRegression,MUV-692,F1 score,0.0, MUV,LogisticRegression,MUV-692,recall,0.0, MUV,LogisticRegression,MUV-692,precision,0.0, MUV,LogisticRegression,MUV-692,MCC,0.0, MUV,SimilaritySearch_Mean,MUV-692,AUROC,0.47831527902702276, MUV,SimilaritySearch_Mean,MUV-692,BEDROC,0.12420341385385872, MUV,SimilaritySearch_Mean,MUV-692,Enrichment factor 1%,0.0, MUV,SimilaritySearch_Mean,MUV-692,Enrichment factor 5%,2.857142857142857, MUV,SimilaritySearch_Mean,MUV-692,RIE,2.4371588353027622, MUV,SimilaritySearch_Mean,MUV-692,AUPRC,0.00438919030867941, MUV,SimilaritySearch_Max,MUV-692,AUROC,0.5198858081420359, MUV,SimilaritySearch_Max,MUV-692,BEDROC,0.1063576800139973, MUV,SimilaritySearch_Max,MUV-692,Enrichment factor 1%,0.0, MUV,SimilaritySearch_Max,MUV-692,Enrichment factor 5%,2.857142857142857, MUV,SimilaritySearch_Max,MUV-692,RIE,2.0869841838914276, MUV,SimilaritySearch_Max,MUV-692,AUPRC,0.0037095487385157538, MUV,LightGBM_Ranker,MUV-692,AUROC,0.48175667748621476, MUV,LightGBM_Ranker,MUV-692,BEDROC,0.12625088007468116, MUV,LightGBM_Ranker,MUV-692,Enrichment factor 1%,0.0, MUV,LightGBM_Ranker,MUV-692,Enrichment factor 5%,5.714285714285714, MUV,LightGBM_Ranker,MUV-692,RIE,2.477334867097628, MUV,LightGBM_Ranker,MUV-692,AUPRC,0.004210336244251502, MUV,LightGBM_Ranker,MUV-692,accuracy,0.4997267759562842, MUV,LightGBM_Ranker,MUV-692,F1 score,0.00326619488296135, MUV,LightGBM_Ranker,MUV-692,recall,0.42857142857142855, MUV,LightGBM_Ranker,MUV-692,precision,0.001639344262295082, MUV,LightGBM_Ranker,MUV-692,MCC,-0.006253543049554946, MUV,RandomForest,MUV-712,AUROC,0.8309755612954499, MUV,RandomForest,MUV-712,BEDROC,0.5406003923605524, MUV,RandomForest,MUV-712,Enrichment factor 1%,41.722007722007724, MUV,RandomForest,MUV-712,Enrichment factor 5%,11.371744277821625, MUV,RandomForest,MUV-712,RIE,10.604587110279148, MUV,RandomForest,MUV-712,AUPRC,0.22492406106485377, MUV,RandomForest,MUV-712,accuracy,0.9983342587451416, MUV,RandomForest,MUV-712,F1 score,0.25, MUV,RandomForest,MUV-712,recall,0.14285714285714285, MUV,RandomForest,MUV-712,precision,1.0, MUV,RandomForest,MUV-712,MCC,0.37764945880836015, MUV,LogisticRegression,MUV-712,AUROC,0.889767534273793, MUV,LogisticRegression,MUV-712,BEDROC,0.49657790378608757, MUV,LogisticRegression,MUV-712,Enrichment factor 1%,27.814671814671815, MUV,LogisticRegression,MUV-712,Enrichment factor 5%,11.371744277821625, MUV,LogisticRegression,MUV-712,RIE,9.741028149453697, MUV,LogisticRegression,MUV-712,AUPRC,0.2574768169159082, MUV,LogisticRegression,MUV-712,accuracy,0.9980566352026652, MUV,LogisticRegression,MUV-712,F1 score,0.0, MUV,LogisticRegression,MUV-712,recall,0.0, MUV,LogisticRegression,MUV-712,precision,0.0, MUV,LogisticRegression,MUV-712,MCC,0.0, MUV,SimilaritySearch_Mean,MUV-712,AUROC,0.6476455394396979, MUV,SimilaritySearch_Mean,MUV-712,BEDROC,0.2632290949737988, MUV,SimilaritySearch_Mean,MUV-712,Enrichment factor 1%,13.907335907335908, MUV,SimilaritySearch_Mean,MUV-712,Enrichment factor 5%,5.6858721389108124, MUV,SimilaritySearch_Mean,MUV-712,RIE,5.163584634261716, MUV,SimilaritySearch_Mean,MUV-712,AUPRC,0.012592871177757899, MUV,SimilaritySearch_Max,MUV-712,AUROC,0.7354857937611762, MUV,SimilaritySearch_Max,MUV-712,BEDROC,0.2812967761876035, MUV,SimilaritySearch_Max,MUV-712,Enrichment factor 1%,27.814671814671815, MUV,SimilaritySearch_Max,MUV-712,Enrichment factor 5%,5.6858721389108124, MUV,SimilaritySearch_Max,MUV-712,RIE,5.518005942978211, MUV,SimilaritySearch_Max,MUV-712,AUPRC,0.16337204119323165, MUV,LightGBM_Ranker,MUV-712,AUROC,0.8864693026028213, MUV,LightGBM_Ranker,MUV-712,BEDROC,0.5542195462363927, MUV,LightGBM_Ranker,MUV-712,Enrichment factor 1%,55.62934362934363, MUV,LightGBM_Ranker,MUV-712,Enrichment factor 5%,11.371744277821625, MUV,LightGBM_Ranker,MUV-712,RIE,10.871744709705832, MUV,LightGBM_Ranker,MUV-712,AUPRC,0.2641369897810687, MUV,LightGBM_Ranker,MUV-712,accuracy,0.5019433647973348, MUV,LightGBM_Ranker,MUV-712,F1 score,0.007743362831858407, MUV,LightGBM_Ranker,MUV-712,recall,1.0, MUV,LightGBM_Ranker,MUV-712,precision,0.003886729594669628, MUV,LightGBM_Ranker,MUV-712,MCC,0.044126509241073024, MUV,RandomForest,MUV-713,AUROC,0.6843324198093179, MUV,RandomForest,MUV-713,BEDROC,0.26440126174632334, MUV,RandomForest,MUV-713,Enrichment factor 1%,13.93984962406015, MUV,RandomForest,MUV-713,Enrichment factor 5%,5.695852534562212, MUV,RandomForest,MUV-713,RIE,5.189442003787366, MUV,RandomForest,MUV-713,AUPRC,0.039748898629949125, MUV,RandomForest,MUV-713,accuracy,0.9981121898597627, MUV,RandomForest,MUV-713,F1 score,0.0, MUV,RandomForest,MUV-713,recall,0.0, MUV,RandomForest,MUV-713,precision,0.0, MUV,RandomForest,MUV-713,MCC,0.0, MUV,LogisticRegression,MUV-713,AUROC,0.7352839001042188, MUV,LogisticRegression,MUV-713,BEDROC,0.16978233533186393, MUV,LogisticRegression,MUV-713,Enrichment factor 1%,0.0, MUV,LogisticRegression,MUV-713,Enrichment factor 5%,5.695852534562212, MUV,LogisticRegression,MUV-713,RIE,3.332342594085939, MUV,LogisticRegression,MUV-713,AUPRC,0.006777185919838896, MUV,LogisticRegression,MUV-713,accuracy,0.9981121898597627, MUV,LogisticRegression,MUV-713,F1 score,0.0, MUV,LogisticRegression,MUV-713,recall,0.0, MUV,LogisticRegression,MUV-713,precision,0.0, MUV,LogisticRegression,MUV-713,MCC,0.0, MUV,SimilaritySearch_Mean,MUV-713,AUROC,0.3694754313506002, MUV,SimilaritySearch_Mean,MUV-713,BEDROC,0.1368181637892958, MUV,SimilaritySearch_Mean,MUV-713,Enrichment factor 1%,13.93984962406015, MUV,SimilaritySearch_Mean,MUV-713,Enrichment factor 5%,2.847926267281106, MUV,SimilaritySearch_Mean,MUV-713,RIE,2.685350012022096, MUV,SimilaritySearch_Mean,MUV-713,AUPRC,0.013272129015096074, MUV,SimilaritySearch_Max,MUV-713,AUROC,0.5111359864129386, MUV,SimilaritySearch_Max,MUV-713,BEDROC,0.1624071062001442, MUV,SimilaritySearch_Max,MUV-713,Enrichment factor 1%,13.93984962406015, MUV,SimilaritySearch_Max,MUV-713,Enrichment factor 5%,2.847926267281106, MUV,SimilaritySearch_Max,MUV-713,RIE,3.1875879008553847, MUV,SimilaritySearch_Max,MUV-713,AUPRC,0.03790162377368679, MUV,LightGBM_Ranker,MUV-713,AUROC,0.7036708225576099, MUV,LightGBM_Ranker,MUV-713,BEDROC,0.17078842880282238, MUV,LightGBM_Ranker,MUV-713,Enrichment factor 1%,13.93984962406015, MUV,LightGBM_Ranker,MUV-713,Enrichment factor 5%,2.847926267281106, MUV,LightGBM_Ranker,MUV-713,RIE,3.352089336749634, MUV,LightGBM_Ranker,MUV-713,AUPRC,0.016434884054281465, MUV,LightGBM_Ranker,MUV-713,accuracy,0.5013484358144552, MUV,LightGBM_Ranker,MUV-713,F1 score,0.006448146157979581, MUV,LightGBM_Ranker,MUV-713,recall,0.8571428571428571, MUV,LightGBM_Ranker,MUV-713,precision,0.003236245954692557, MUV,LightGBM_Ranker,MUV-713,MCC,0.031064290706539516, MUV,RandomForest,MUV-733,AUROC,0.5871260871260872, MUV,RandomForest,MUV-733,BEDROC,0.08632575866983119, MUV,RandomForest,MUV-733,Enrichment factor 1%,0.0, MUV,RandomForest,MUV-733,Enrichment factor 5%,0.0, MUV,RandomForest,MUV-733,RIE,1.6939991837042112, MUV,RandomForest,MUV-733,AUPRC,0.00245437974465609, MUV,RandomForest,MUV-733,accuracy,0.9980926430517711, MUV,RandomForest,MUV-733,F1 score,0.0, MUV,RandomForest,MUV-733,recall,0.0, MUV,RandomForest,MUV-733,precision,0.0, MUV,RandomForest,MUV-733,MCC,0.0, MUV,LogisticRegression,MUV-733,AUROC,0.6258336258336259, MUV,LogisticRegression,MUV-733,BEDROC,0.1887040708355482, MUV,LogisticRegression,MUV-733,Enrichment factor 1%,0.0, MUV,LogisticRegression,MUV-733,Enrichment factor 5%,5.698757763975155, MUV,LogisticRegression,MUV-733,RIE,3.703002934243732, MUV,LogisticRegression,MUV-733,AUPRC,0.00696986548990952, MUV,LogisticRegression,MUV-733,accuracy,0.9980926430517711, MUV,LogisticRegression,MUV-733,F1 score,0.0, MUV,LogisticRegression,MUV-733,recall,0.0, MUV,LogisticRegression,MUV-733,precision,0.0, MUV,LogisticRegression,MUV-733,MCC,0.0, MUV,SimilaritySearch_Mean,MUV-733,AUROC,0.39097539097539097, MUV,SimilaritySearch_Mean,MUV-733,BEDROC,0.033621577783297676, MUV,SimilaritySearch_Mean,MUV-733,Enrichment factor 1%,0.0, MUV,SimilaritySearch_Mean,MUV-733,Enrichment factor 5%,0.0, MUV,SimilaritySearch_Mean,MUV-733,RIE,0.6597674716325239, MUV,SimilaritySearch_Mean,MUV-733,AUPRC,0.002054288548555515, MUV,SimilaritySearch_Max,MUV-733,AUROC,0.4244764244764244, MUV,SimilaritySearch_Max,MUV-733,BEDROC,0.07641819464112397, MUV,SimilaritySearch_Max,MUV-733,Enrichment factor 1%,0.0, MUV,SimilaritySearch_Max,MUV-733,Enrichment factor 5%,0.0, MUV,SimilaritySearch_Max,MUV-733,RIE,1.4995797517822953, MUV,SimilaritySearch_Max,MUV-733,AUPRC,0.0028683574081542576, MUV,LightGBM_Ranker,MUV-733,AUROC,0.6591786591786591, MUV,LightGBM_Ranker,MUV-733,BEDROC,0.11605645412291136, MUV,LightGBM_Ranker,MUV-733,Enrichment factor 1%,0.0, MUV,LightGBM_Ranker,MUV-733,Enrichment factor 5%,2.8493788819875774, MUV,LightGBM_Ranker,MUV-733,RIE,2.27741453220795, MUV,LightGBM_Ranker,MUV-733,AUPRC,0.004759872535894961, MUV,LightGBM_Ranker,MUV-733,accuracy,0.500817438692098, MUV,LightGBM_Ranker,MUV-733,F1 score,0.0054288816503800215, MUV,LightGBM_Ranker,MUV-733,recall,0.7142857142857143, MUV,LightGBM_Ranker,MUV-733,precision,0.0027247956403269754, MUV,LightGBM_Ranker,MUV-733,MCC,0.018735003362699218, MUV,RandomForest,MUV-737,AUROC,0.6184759306178133, MUV,RandomForest,MUV-737,BEDROC,0.2334118354622447, MUV,RandomForest,MUV-737,Enrichment factor 1%,14.177606177606178, MUV,RandomForest,MUV-737,Enrichment factor 5%,2.8509316770186333, MUV,RandomForest,MUV-737,RIE,4.580365585349965, MUV,RandomForest,MUV-737,AUPRC,0.01746054463959144, MUV,RandomForest,MUV-737,accuracy,0.9980936819172114, MUV,RandomForest,MUV-737,F1 score,0.0, MUV,RandomForest,MUV-737,recall,0.0, MUV,RandomForest,MUV-737,precision,0.0, MUV,RandomForest,MUV-737,MCC,0.0, MUV,LogisticRegression,MUV-737,AUROC,0.6955369323718573, MUV,LogisticRegression,MUV-737,BEDROC,0.1895787089321364, MUV,LogisticRegression,MUV-737,Enrichment factor 1%,0.0, MUV,LogisticRegression,MUV-737,Enrichment factor 5%,5.7018633540372665, MUV,LogisticRegression,MUV-737,RIE,3.7202046512766374, MUV,LogisticRegression,MUV-737,AUPRC,0.007670760423458447, MUV,LogisticRegression,MUV-737,accuracy,0.9980936819172114, MUV,LogisticRegression,MUV-737,F1 score,0.0, MUV,LogisticRegression,MUV-737,recall,0.0, MUV,LogisticRegression,MUV-737,precision,0.0, MUV,LogisticRegression,MUV-737,MCC,0.0, MUV,SimilaritySearch_Mean,MUV-737,AUROC,0.4808809198986552, MUV,SimilaritySearch_Mean,MUV-737,BEDROC,0.12299334419345928, MUV,SimilaritySearch_Mean,MUV-737,Enrichment factor 1%,0.0, MUV,SimilaritySearch_Mean,MUV-737,Enrichment factor 5%,2.8509316770186333, MUV,SimilaritySearch_Mean,MUV-737,RIE,2.413564352873714, MUV,SimilaritySearch_Mean,MUV-737,AUPRC,0.005328359044801142, MUV,SimilaritySearch_Max,MUV-737,AUROC,0.5141882673942701, MUV,SimilaritySearch_Max,MUV-737,BEDROC,0.1350610722667747, MUV,SimilaritySearch_Max,MUV-737,Enrichment factor 1%,14.177606177606178, MUV,SimilaritySearch_Max,MUV-737,Enrichment factor 5%,2.8509316770186333, MUV,SimilaritySearch_Max,MUV-737,RIE,2.6503758485026174, MUV,SimilaritySearch_Max,MUV-737,AUPRC,0.009460493383098583, MUV,LightGBM_Ranker,MUV-737,AUROC,0.6719937633989475, MUV,LightGBM_Ranker,MUV-737,BEDROC,0.28941981788362525, MUV,LightGBM_Ranker,MUV-737,Enrichment factor 1%,14.177606177606178, MUV,LightGBM_Ranker,MUV-737,Enrichment factor 5%,8.5527950310559, MUV,LightGBM_Ranker,MUV-737,RIE,5.679440241638652, MUV,LightGBM_Ranker,MUV-737,AUPRC,0.025643170386796536, MUV,LightGBM_Ranker,MUV-737,accuracy,0.5008169934640523, MUV,LightGBM_Ranker,MUV-737,F1 score,0.005425935973955507, MUV,LightGBM_Ranker,MUV-737,recall,0.7142857142857143, MUV,LightGBM_Ranker,MUV-737,precision,0.0027233115468409588, MUV,LightGBM_Ranker,MUV-737,MCC,0.018729890795169804, MUV,RandomForest,MUV-810,AUROC,0.8396621172421884, MUV,RandomForest,MUV-810,BEDROC,0.4853348831474624, MUV,RandomForest,MUV-810,Enrichment factor 1%,28.26254826254826, MUV,RandomForest,MUV-810,Enrichment factor 5%,11.428571428571429, MUV,RandomForest,MUV-810,RIE,9.52339510377626, MUV,RandomForest,MUV-810,AUPRC,0.0791090079806757, MUV,RandomForest,MUV-810,accuracy,0.9980874316939891, MUV,RandomForest,MUV-810,F1 score,0.0, MUV,RandomForest,MUV-810,recall,0.0, MUV,RandomForest,MUV-810,precision,0.0, MUV,RandomForest,MUV-810,MCC,0.0, MUV,LogisticRegression,MUV-810,AUROC,0.8488913222009308, MUV,LogisticRegression,MUV-810,BEDROC,0.4617155408885485, MUV,LogisticRegression,MUV-810,Enrichment factor 1%,28.26254826254826, MUV,LogisticRegression,MUV-810,Enrichment factor 5%,11.428571428571429, MUV,LogisticRegression,MUV-810,RIE,9.059928876144545, MUV,LogisticRegression,MUV-810,AUPRC,0.18030295441616315, MUV,LogisticRegression,MUV-810,accuracy,0.9980874316939891, MUV,LogisticRegression,MUV-810,F1 score,0.0, MUV,LogisticRegression,MUV-810,recall,0.0, MUV,LogisticRegression,MUV-810,precision,0.0, MUV,LogisticRegression,MUV-810,MCC,0.0, MUV,SimilaritySearch_Mean,MUV-810,AUROC,0.5635681044933714, MUV,SimilaritySearch_Mean,MUV-810,BEDROC,0.09412733320058227, MUV,SimilaritySearch_Mean,MUV-810,Enrichment factor 1%,0.0, MUV,SimilaritySearch_Mean,MUV-810,Enrichment factor 5%,2.857142857142857, MUV,SimilaritySearch_Mean,MUV-810,RIE,1.846996438335059, MUV,SimilaritySearch_Mean,MUV-810,AUPRC,0.00395627821899055, MUV,SimilaritySearch_Max,MUV-810,AUROC,0.767001681592429, MUV,SimilaritySearch_Max,MUV-810,BEDROC,0.4153580620421592, MUV,SimilaritySearch_Max,MUV-810,Enrichment factor 1%,42.3938223938224, MUV,SimilaritySearch_Max,MUV-810,Enrichment factor 5%,8.571428571428571, MUV,SimilaritySearch_Max,MUV-810,RIE,8.150287718150633, MUV,SimilaritySearch_Max,MUV-810,AUPRC,0.05978178401344646, MUV,LightGBM_Ranker,MUV-810,AUROC,0.8859645692385906, MUV,LightGBM_Ranker,MUV-810,BEDROC,0.3904570581558952, MUV,LightGBM_Ranker,MUV-810,Enrichment factor 1%,28.26254826254826, MUV,LightGBM_Ranker,MUV-810,Enrichment factor 5%,8.571428571428571, MUV,LightGBM_Ranker,MUV-810,RIE,7.661672319427836, MUV,LightGBM_Ranker,MUV-810,AUPRC,0.10020602947328167, MUV,LightGBM_Ranker,MUV-810,accuracy,0.5019125683060109, MUV,LightGBM_Ranker,MUV-810,F1 score,0.007621121393576484, MUV,LightGBM_Ranker,MUV-810,recall,1.0, MUV,LightGBM_Ranker,MUV-810,precision,0.003825136612021858, MUV,LightGBM_Ranker,MUV-810,MCC,0.04377480134688462, MUV,RandomForest,MUV-832,AUROC,0.982157498145473, MUV,RandomForest,MUV-832,BEDROC,0.8294628521808172, MUV,RandomForest,MUV-832,Enrichment factor 1%,70.77220077220078, MUV,RandomForest,MUV-832,Enrichment factor 5%,17.077639751552795, MUV,RandomForest,MUV-832,RIE,16.27648953306603, MUV,RandomForest,MUV-832,AUPRC,0.3388876411410737, MUV,RandomForest,MUV-832,accuracy,0.9980905619203492, MUV,RandomForest,MUV-832,F1 score,0.0, MUV,RandomForest,MUV-832,recall,0.0, MUV,RandomForest,MUV-832,precision,0.0, MUV,RandomForest,MUV-832,MCC,0.0, MUV,LogisticRegression,MUV-832,AUROC,0.9902783742630695, MUV,LogisticRegression,MUV-832,BEDROC,0.8736103725033121, MUV,LogisticRegression,MUV-832,Enrichment factor 1%,84.92664092664093, MUV,LogisticRegression,MUV-832,Enrichment factor 5%,17.077639751552795, MUV,LogisticRegression,MUV-832,RIE,17.142793127850975, MUV,LogisticRegression,MUV-832,AUPRC,0.3854379967583537, MUV,LogisticRegression,MUV-832,accuracy,0.9980905619203492, MUV,LogisticRegression,MUV-832,F1 score,0.2222222222222222, MUV,LogisticRegression,MUV-832,recall,0.14285714285714285, MUV,LogisticRegression,MUV-832,precision,0.5, MUV,LogisticRegression,MUV-832,MCC,0.266567877365373, MUV,SimilaritySearch_Mean,MUV-832,AUROC,0.8257525475344552, MUV,SimilaritySearch_Mean,MUV-832,BEDROC,0.4303157365715466, MUV,SimilaritySearch_Mean,MUV-832,Enrichment factor 1%,14.154440154440154, MUV,SimilaritySearch_Mean,MUV-832,Enrichment factor 5%,11.385093167701864, MUV,SimilaritySearch_Mean,MUV-832,RIE,8.44405458373178, MUV,SimilaritySearch_Mean,MUV-832,AUPRC,0.04762052363603591, MUV,SimilaritySearch_Max,MUV-832,AUROC,0.9100261585913403, MUV,SimilaritySearch_Max,MUV-832,BEDROC,0.6251667280662162, MUV,SimilaritySearch_Max,MUV-832,Enrichment factor 1%,56.61776061776062, MUV,SimilaritySearch_Max,MUV-832,Enrichment factor 5%,14.231366459627328, MUV,SimilaritySearch_Max,MUV-832,RIE,12.267601481636094, MUV,SimilaritySearch_Max,MUV-832,AUPRC,0.17605829677432885, MUV,LightGBM_Ranker,MUV-832,AUROC,0.9923476359661109, MUV,LightGBM_Ranker,MUV-832,BEDROC,0.8785381868666907, MUV,LightGBM_Ranker,MUV-832,Enrichment factor 1%,70.77220077220078, MUV,LightGBM_Ranker,MUV-832,Enrichment factor 5%,19.923913043478258, MUV,LightGBM_Ranker,MUV-832,RIE,17.239491272304914, MUV,LightGBM_Ranker,MUV-832,AUPRC,0.45685099846390165, MUV,LightGBM_Ranker,MUV-832,accuracy,0.5019094380796508, MUV,LightGBM_Ranker,MUV-832,F1 score,0.007608695652173913, MUV,LightGBM_Ranker,MUV-832,recall,1.0, MUV,LightGBM_Ranker,MUV-832,precision,0.0038188761593016913, MUV,LightGBM_Ranker,MUV-832,MCC,0.04373889583051063, MUV,RandomForest,MUV-846,AUROC,0.882308291163877, MUV,RandomForest,MUV-846,BEDROC,0.712988666640904, MUV,RandomForest,MUV-846,Enrichment factor 1%,70.98455598455598, MUV,RandomForest,MUV-846,Enrichment factor 5%,14.274068322981366, MUV,RandomForest,MUV-846,RIE,13.991719158993611, MUV,RandomForest,MUV-846,AUPRC,0.5009607378569956, MUV,RandomForest,MUV-846,accuracy,0.9983682349741637, MUV,RandomForest,MUV-846,F1 score,0.25, MUV,RandomForest,MUV-846,recall,0.14285714285714285, MUV,RandomForest,MUV-846,precision,1.0, MUV,RandomForest,MUV-846,MCC,0.37765588854656296, MUV,LogisticRegression,MUV-846,AUROC,0.9589334371350721, MUV,LogisticRegression,MUV-846,BEDROC,0.697979164994968, MUV,LogisticRegression,MUV-846,Enrichment factor 1%,56.78764478764479, MUV,LogisticRegression,MUV-846,Enrichment factor 5%,14.274068322981366, MUV,LogisticRegression,MUV-846,RIE,13.697172077193374, MUV,LogisticRegression,MUV-846,AUPRC,0.5036644447650676, MUV,LogisticRegression,MUV-846,accuracy,0.9980962741365244, MUV,LogisticRegression,MUV-846,F1 score,0.0, MUV,LogisticRegression,MUV-846,recall,0.0, MUV,LogisticRegression,MUV-846,precision,0.0, MUV,LogisticRegression,MUV-846,MCC,0.0, MUV,SimilaritySearch_Mean,MUV-846,AUROC,0.8924484235110939, MUV,SimilaritySearch_Mean,MUV-846,BEDROC,0.6153327631178225, MUV,SimilaritySearch_Mean,MUV-846,Enrichment factor 1%,56.78764478764479, MUV,SimilaritySearch_Mean,MUV-846,Enrichment factor 5%,14.274068322981366, MUV,SimilaritySearch_Mean,MUV-846,RIE,12.07531566460594, MUV,SimilaritySearch_Mean,MUV-846,AUPRC,0.32914150433354816, MUV,SimilaritySearch_Max,MUV-846,AUROC,0.840949785908914, MUV,SimilaritySearch_Max,MUV-846,BEDROC,0.6187366361651938, MUV,SimilaritySearch_Max,MUV-846,Enrichment factor 1%,56.78764478764479, MUV,SimilaritySearch_Max,MUV-846,Enrichment factor 5%,14.274068322981366, MUV,SimilaritySearch_Max,MUV-846,RIE,12.142113410232168, MUV,SimilaritySearch_Max,MUV-846,AUPRC,0.46197309647545576, MUV,LightGBM_Ranker,MUV-846,AUROC,0.9282210977033866, MUV,LightGBM_Ranker,MUV-846,BEDROC,0.702277930079765, MUV,LightGBM_Ranker,MUV-846,Enrichment factor 1%,70.98455598455598, MUV,LightGBM_Ranker,MUV-846,Enrichment factor 5%,14.274068322981366, MUV,LightGBM_Ranker,MUV-846,RIE,13.781531221216955, MUV,LightGBM_Ranker,MUV-846,AUPRC,0.49846662068259373, MUV,LightGBM_Ranker,MUV-846,accuracy,0.5023116671199347, MUV,LightGBM_Ranker,MUV-846,F1 score,0.007592190889370932, MUV,LightGBM_Ranker,MUV-846,recall,1.0, MUV,LightGBM_Ranker,MUV-846,precision,0.003810560696788242, MUV,LightGBM_Ranker,MUV-846,MCC,0.0437089447136513, MUV,RandomForest,MUV-852,AUROC,0.7668360367402776, MUV,RandomForest,MUV-852,BEDROC,0.4328645830087014, MUV,RandomForest,MUV-852,Enrichment factor 1%,28.277992277992276, MUV,RandomForest,MUV-852,Enrichment factor 5%,8.529503105590063, MUV,RandomForest,MUV-852,RIE,8.493894383866321, MUV,RandomForest,MUV-852,AUPRC,0.17308598276214984, MUV,RandomForest,MUV-852,accuracy,0.9983615510649918, MUV,RandomForest,MUV-852,F1 score,0.25, MUV,RandomForest,MUV-852,recall,0.14285714285714285, MUV,RandomForest,MUV-852,precision,1.0, MUV,RandomForest,MUV-852,MCC,0.3776546236829223, MUV,LogisticRegression,MUV-852,AUROC,0.7652921633769787, MUV,LogisticRegression,MUV-852,BEDROC,0.31130382031050385, MUV,LogisticRegression,MUV-852,Enrichment factor 1%,28.277992277992276, MUV,LogisticRegression,MUV-852,Enrichment factor 5%,5.686335403726708, MUV,LogisticRegression,MUV-852,RIE,6.1085657730202785, MUV,LogisticRegression,MUV-852,AUPRC,0.2417661588765097, MUV,LogisticRegression,MUV-852,accuracy,0.9983615510649918, MUV,LogisticRegression,MUV-852,F1 score,0.25, MUV,LogisticRegression,MUV-852,recall,0.14285714285714285, MUV,LogisticRegression,MUV-852,precision,1.0, MUV,LogisticRegression,MUV-852,MCC,0.3776546236829223, MUV,SimilaritySearch_Mean,MUV-852,AUROC,0.7186632792651945, MUV,SimilaritySearch_Mean,MUV-852,BEDROC,0.2868137270150375, MUV,SimilaritySearch_Mean,MUV-852,Enrichment factor 1%,28.277992277992276, MUV,SimilaritySearch_Mean,MUV-852,Enrichment factor 5%,5.686335403726708, MUV,SimilaritySearch_Mean,MUV-852,RIE,5.628008404644776, MUV,SimilaritySearch_Mean,MUV-852,AUPRC,0.19291990423456407, MUV,SimilaritySearch_Max,MUV-852,AUROC,0.7653117060777799, MUV,SimilaritySearch_Max,MUV-852,BEDROC,0.43142196305544145, MUV,SimilaritySearch_Max,MUV-852,Enrichment factor 1%,42.41698841698842, MUV,SimilaritySearch_Max,MUV-852,Enrichment factor 5%,8.529503105590063, MUV,SimilaritySearch_Max,MUV-852,RIE,8.465586543633107, MUV,SimilaritySearch_Max,MUV-852,AUPRC,0.20182314541324248, MUV,LightGBM_Ranker,MUV-852,AUROC,0.8281024037521986, MUV,LightGBM_Ranker,MUV-852,BEDROC,0.5027757338639214, MUV,LightGBM_Ranker,MUV-852,Enrichment factor 1%,42.41698841698842, MUV,LightGBM_Ranker,MUV-852,Enrichment factor 5%,11.372670807453416, MUV,LightGBM_Ranker,MUV-852,RIE,9.865727405070315, MUV,LightGBM_Ranker,MUV-852,AUPRC,0.21282498313667045, MUV,LightGBM_Ranker,MUV-852,accuracy,0.5013653741125068, MUV,LightGBM_Ranker,MUV-852,F1 score,0.006528835690968444, MUV,LightGBM_Ranker,MUV-852,recall,0.8571428571428571, MUV,LightGBM_Ranker,MUV-852,precision,0.0032768978700163844, MUV,LightGBM_Ranker,MUV-852,MCC,0.03125915929871654, MUV,RandomForest,MUV-858,AUROC,0.7576156887063019, MUV,RandomForest,MUV-858,BEDROC,0.4461174024209991, MUV,RandomForest,MUV-858,Enrichment factor 1%,42.77606177606178, MUV,RandomForest,MUV-858,Enrichment factor 5%,8.555212355212356, MUV,RandomForest,MUV-858,RIE,8.755343952546808, MUV,RandomForest,MUV-858,AUPRC,0.10668895581407287, MUV,RandomForest,MUV-858,accuracy,0.9981045220687788, MUV,RandomForest,MUV-858,F1 score,0.0, MUV,RandomForest,MUV-858,recall,0.0, MUV,RandomForest,MUV-858,precision,0.0, MUV,RandomForest,MUV-858,MCC,0.0, MUV,LogisticRegression,MUV-858,AUROC,0.7557941244864739, MUV,LogisticRegression,MUV-858,BEDROC,0.3804368228315186, MUV,LogisticRegression,MUV-858,Enrichment factor 1%,28.517374517374517, MUV,LogisticRegression,MUV-858,Enrichment factor 5%,8.555212355212356, MUV,LogisticRegression,MUV-858,RIE,7.466319898725391, MUV,LogisticRegression,MUV-858,AUPRC,0.07530237229259618, MUV,LogisticRegression,MUV-858,accuracy,0.9981045220687788, MUV,LogisticRegression,MUV-858,F1 score,0.0, MUV,LogisticRegression,MUV-858,recall,0.0, MUV,LogisticRegression,MUV-858,precision,0.0, MUV,LogisticRegression,MUV-858,MCC,0.0, MUV,SimilaritySearch_Mean,MUV-858,AUROC,0.4864351600651112, MUV,SimilaritySearch_Mean,MUV-858,BEDROC,0.024849719674367356, MUV,SimilaritySearch_Mean,MUV-858,Enrichment factor 1%,0.0, MUV,SimilaritySearch_Mean,MUV-858,Enrichment factor 5%,0.0, MUV,SimilaritySearch_Mean,MUV-858,RIE,0.48769193802364386, MUV,SimilaritySearch_Mean,MUV-858,AUPRC,0.002182696131800242, MUV,SimilaritySearch_Max,MUV-858,AUROC,0.8035617394000465, MUV,SimilaritySearch_Max,MUV-858,BEDROC,0.4922302423025722, MUV,SimilaritySearch_Max,MUV-858,Enrichment factor 1%,42.77606177606178, MUV,SimilaritySearch_Max,MUV-858,Enrichment factor 5%,11.406949806949807, MUV,SimilaritySearch_Max,MUV-858,RIE,9.66033839944239, MUV,SimilaritySearch_Max,MUV-858,AUPRC,0.1913452081683244, MUV,LightGBM_Ranker,MUV-858,AUROC,0.74877916440586, MUV,LightGBM_Ranker,MUV-858,BEDROC,0.2913962974541974, MUV,LightGBM_Ranker,MUV-858,Enrichment factor 1%,14.258687258687258, MUV,LightGBM_Ranker,MUV-858,Enrichment factor 5%,5.703474903474904, MUV,LightGBM_Ranker,MUV-858,RIE,5.718841729476016, MUV,LightGBM_Ranker,MUV-858,AUPRC,0.015227446071155294, MUV,LightGBM_Ranker,MUV-858,accuracy,0.5014893040888166, MUV,LightGBM_Ranker,MUV-858,F1 score,0.0064759848893685915, MUV,LightGBM_Ranker,MUV-858,recall,0.8571428571428571, MUV,LightGBM_Ranker,MUV-858,precision,0.0032502708559046588, MUV,LightGBM_Ranker,MUV-858,MCC,0.031139235266329526, MUV,RandomForest,MUV-859,AUROC,0.4789402173913044, MUV,RandomForest,MUV-859,BEDROC,0.0946178042559277, MUV,RandomForest,MUV-859,Enrichment factor 1%,0.0, MUV,RandomForest,MUV-859,Enrichment factor 5%,3.3207207207207206, MUV,RandomForest,MUV-859,RIE,1.8618842896577326, MUV,RandomForest,MUV-859,AUPRC,0.0021775020558862496, MUV,RandomForest,MUV-859,accuracy,0.9983722192078134, MUV,RandomForest,MUV-859,F1 score,0.0, MUV,RandomForest,MUV-859,recall,0.0, MUV,RandomForest,MUV-859,precision,0.0, MUV,RandomForest,MUV-859,MCC,0.0, MUV,LogisticRegression,MUV-859,AUROC,0.588677536231884, MUV,LogisticRegression,MUV-859,BEDROC,0.24927184582666212, MUV,LogisticRegression,MUV-859,Enrichment factor 1%,16.603603603603606, MUV,LogisticRegression,MUV-859,Enrichment factor 5%,6.641441441441441, MUV,LogisticRegression,MUV-859,RIE,4.905158503393869, MUV,LogisticRegression,MUV-859,AUPRC,0.037360484922204104, MUV,LogisticRegression,MUV-859,accuracy,0.9983722192078134, MUV,LogisticRegression,MUV-859,F1 score,0.0, MUV,LogisticRegression,MUV-859,recall,0.0, MUV,LogisticRegression,MUV-859,precision,0.0, MUV,LogisticRegression,MUV-859,MCC,0.0, MUV,SimilaritySearch_Mean,MUV-859,AUROC,0.5730072463768117, MUV,SimilaritySearch_Mean,MUV-859,BEDROC,0.047119703743651216, MUV,SimilaritySearch_Mean,MUV-859,Enrichment factor 1%,0.0, MUV,SimilaritySearch_Mean,MUV-859,Enrichment factor 5%,0.0, MUV,SimilaritySearch_Mean,MUV-859,RIE,0.9272191297799344, MUV,SimilaritySearch_Mean,MUV-859,AUPRC,0.00267288861131529, MUV,SimilaritySearch_Max,MUV-859,AUROC,0.6364583333333333, MUV,SimilaritySearch_Max,MUV-859,BEDROC,0.05839837970073971, MUV,SimilaritySearch_Max,MUV-859,Enrichment factor 1%,0.0, MUV,SimilaritySearch_Max,MUV-859,Enrichment factor 5%,0.0, MUV,SimilaritySearch_Max,MUV-859,RIE,1.1491603306479004, MUV,SimilaritySearch_Max,MUV-859,AUPRC,0.0030649393667241532, MUV,LightGBM_Ranker,MUV-859,AUROC,0.5997735507246377, MUV,LightGBM_Ranker,MUV-859,BEDROC,0.09048323069025666, MUV,LightGBM_Ranker,MUV-859,Enrichment factor 1%,0.0, MUV,LightGBM_Ranker,MUV-859,Enrichment factor 5%,3.3207207207207206, MUV,LightGBM_Ranker,MUV-859,RIE,1.780524365342746, MUV,LightGBM_Ranker,MUV-859,AUPRC,0.003468627682400851, MUV,LightGBM_Ranker,MUV-859,accuracy,0.5005425935973955, MUV,LightGBM_Ranker,MUV-859,F1 score,0.004326663061114116, MUV,LightGBM_Ranker,MUV-859,recall,0.6666666666666666, MUV,LightGBM_Ranker,MUV-859,precision,0.002170374389582203, MUV,LightGBM_Ranker,MUV-859,MCC,0.013459547551454138, LIT-PCBA,RandomForest,ADRB2,AUROC,0.4950701237932409, LIT-PCBA,RandomForest,ADRB2,BEDROC,0.8210388013970293, LIT-PCBA,RandomForest,ADRB2,Enrichment factor 1%,99.99357326478149, LIT-PCBA,RandomForest,ADRB2,Enrichment factor 5%,19.9987146529563, LIT-PCBA,RandomForest,ADRB2,RIE,16.412335861557427, LIT-PCBA,RandomForest,ADRB2,AUPRC,5.141718619448551e-05, LIT-PCBA,RandomForest,ADRB2,accuracy,0.9999485828138055, LIT-PCBA,RandomForest,ADRB2,F1 score,0.0, LIT-PCBA,RandomForest,ADRB2,recall,0.0, LIT-PCBA,RandomForest,ADRB2,precision,0.0, LIT-PCBA,RandomForest,ADRB2,MCC,0.0, LIT-PCBA,LogisticRegression,ADRB2,AUROC,0.5048848838554589, LIT-PCBA,LogisticRegression,ADRB2,BEDROC,0.003950332512216742, LIT-PCBA,LogisticRegression,ADRB2,Enrichment factor 1%,0.0, LIT-PCBA,LogisticRegression,ADRB2,Enrichment factor 5%,0.0, LIT-PCBA,LogisticRegression,ADRB2,RIE,0.07896608241320034, LIT-PCBA,LogisticRegression,ADRB2,AUPRC,6.470192638587639e-05, LIT-PCBA,LogisticRegression,ADRB2,accuracy,0.9999485828138055, LIT-PCBA,LogisticRegression,ADRB2,F1 score,0.0, LIT-PCBA,LogisticRegression,ADRB2,recall,0.0, LIT-PCBA,LogisticRegression,ADRB2,precision,0.0, LIT-PCBA,LogisticRegression,ADRB2,MCC,0.0, LIT-PCBA,SimilaritySearch_Mean,ADRB2,AUROC,0.3009538378475659, LIT-PCBA,SimilaritySearch_Mean,ADRB2,BEDROC,0.004282328970002198, LIT-PCBA,SimilaritySearch_Mean,ADRB2,Enrichment factor 1%,0.0, LIT-PCBA,SimilaritySearch_Mean,ADRB2,Enrichment factor 5%,0.0, LIT-PCBA,SimilaritySearch_Mean,ADRB2,RIE,0.08560259867413456, LIT-PCBA,SimilaritySearch_Mean,ADRB2,AUPRC,4.894029761091126e-05, LIT-PCBA,SimilaritySearch_Max,ADRB2,AUROC,0.24770539008368578, LIT-PCBA,SimilaritySearch_Max,ADRB2,BEDROC,0.0001650549652288346, LIT-PCBA,SimilaritySearch_Max,ADRB2,Enrichment factor 1%,0.0, LIT-PCBA,SimilaritySearch_Max,ADRB2,Enrichment factor 5%,0.0, LIT-PCBA,SimilaritySearch_Max,ADRB2,RIE,0.0032994437981333923, LIT-PCBA,SimilaritySearch_Max,ADRB2,AUPRC,4.100282023250019e-05, LIT-PCBA,LightGBM_Ranker,ADRB2,AUROC,0.7516647169981103, LIT-PCBA,LightGBM_Ranker,ADRB2,BEDROC,0.08515261984794711, LIT-PCBA,LightGBM_Ranker,ADRB2,Enrichment factor 1%,0.0, LIT-PCBA,LightGBM_Ranker,ADRB2,Enrichment factor 5%,0.0, LIT-PCBA,LightGBM_Ranker,ADRB2,RIE,1.702177076660848, LIT-PCBA,LightGBM_Ranker,ADRB2,AUPRC,0.0001789848276363431, LIT-PCBA,LightGBM_Ranker,ADRB2,accuracy,0.5000321357413715, LIT-PCBA,LightGBM_Ranker,ADRB2,F1 score,0.0001542376802652888, LIT-PCBA,LightGBM_Ranker,ADRB2,recall,0.75, LIT-PCBA,LightGBM_Ranker,ADRB2,precision,7.71267707021107e-05, LIT-PCBA,LightGBM_Ranker,ADRB2,MCC,0.0035854732589617614, LIT-PCBA,RandomForest,ALDH1,AUROC,0.770475375031594, LIT-PCBA,RandomForest,ALDH1,BEDROC,0.38133494301871146, LIT-PCBA,RandomForest,ALDH1,Enrichment factor 1%,9.955240238607177, LIT-PCBA,RandomForest,ALDH1,Enrichment factor 5%,5.599404318689501, LIT-PCBA,RandomForest,ALDH1,RIE,4.804392121392797, LIT-PCBA,RandomForest,ALDH1,AUPRC,0.22488381656128612, LIT-PCBA,RandomForest,ALDH1,accuracy,0.9505255255255255, LIT-PCBA,RandomForest,ALDH1,F1 score,0.08852005532503458, LIT-PCBA,RandomForest,ALDH1,recall,0.04765450483991065, LIT-PCBA,RandomForest,ALDH1,precision,0.6213592233009708, LIT-PCBA,RandomForest,ALDH1,MCC,0.16257346969773318, LIT-PCBA,LogisticRegression,ALDH1,AUROC,0.7423415777377856, LIT-PCBA,LogisticRegression,ALDH1,BEDROC,0.319095228238599, LIT-PCBA,LogisticRegression,ALDH1,Enrichment factor 1%,7.80074794816234, LIT-PCBA,LogisticRegression,ALDH1,Enrichment factor 5%,4.5718540580789275, LIT-PCBA,LogisticRegression,ALDH1,RIE,4.020241609167731, LIT-PCBA,LogisticRegression,ALDH1,AUPRC,0.18029220279438768, LIT-PCBA,LogisticRegression,ALDH1,accuracy,0.9498873873873874, LIT-PCBA,LogisticRegression,ALDH1,F1 score,0.06052076002814919, LIT-PCBA,LogisticRegression,ALDH1,recall,0.03201787043931496, LIT-PCBA,LogisticRegression,ALDH1,precision,0.5512820512820513, LIT-PCBA,LogisticRegression,ALDH1,MCC,0.12405174904547081, LIT-PCBA,SimilaritySearch_Mean,ALDH1,AUROC,0.4941261182748354, LIT-PCBA,SimilaritySearch_Mean,ALDH1,BEDROC,0.06901958416271982, LIT-PCBA,SimilaritySearch_Mean,ALDH1,Enrichment factor 1%,0.7429283760154609, LIT-PCBA,SimilaritySearch_Mean,ALDH1,Enrichment factor 5%,0.8637379002233805, LIT-PCBA,SimilaritySearch_Mean,ALDH1,RIE,0.8695693239571125, LIT-PCBA,SimilaritySearch_Mean,ALDH1,AUPRC,0.048953921459774875, LIT-PCBA,SimilaritySearch_Max,ALDH1,AUROC,0.6059835218659657, LIT-PCBA,SimilaritySearch_Max,ALDH1,BEDROC,0.20253531259736354, LIT-PCBA,SimilaritySearch_Max,ALDH1,Enrichment factor 1%,5.051912956905134, LIT-PCBA,SimilaritySearch_Max,ALDH1,Enrichment factor 5%,2.9188384214445273, LIT-PCBA,SimilaritySearch_Max,ALDH1,RIE,2.551717566634833, LIT-PCBA,SimilaritySearch_Max,ALDH1,AUPRC,0.09492875044650119, LIT-PCBA,LightGBM_Ranker,ALDH1,AUROC,0.5447705385117875, LIT-PCBA,LightGBM_Ranker,ALDH1,BEDROC,0.12556373970339715, LIT-PCBA,LightGBM_Ranker,ALDH1,Enrichment factor 1%,2.303077965647929, LIT-PCBA,LightGBM_Ranker,ALDH1,Enrichment factor 5%,1.6381236038719285, LIT-PCBA,LightGBM_Ranker,ALDH1,RIE,1.5819621857689357, LIT-PCBA,LightGBM_Ranker,ALDH1,AUPRC,0.07116241151650779, LIT-PCBA,LightGBM_Ranker,ALDH1,accuracy,0.5054054054054054, LIT-PCBA,LightGBM_Ranker,ALDH1,F1 score,0.1013504296821716, LIT-PCBA,LightGBM_Ranker,ALDH1,recall,0.5532390171258377, LIT-PCBA,LightGBM_Ranker,ALDH1,precision,0.05578496884150462, LIT-PCBA,LightGBM_Ranker,ALDH1,MCC,0.024551024775437545, LIT-PCBA,RandomForest,ESR1_ago,AUROC,0.5561674008810572, LIT-PCBA,RandomForest,ESR1_ago,BEDROC,0.09922821697292622, LIT-PCBA,RandomForest,ESR1_ago,Enrichment factor 1%,0.0, LIT-PCBA,RandomForest,ESR1_ago,Enrichment factor 5%,0.0, LIT-PCBA,RandomForest,ESR1_ago,RIE,1.9206224459295902, LIT-PCBA,RandomForest,ESR1_ago,AUPRC,0.006524394010672825, LIT-PCBA,RandomForest,ESR1_ago,accuracy,0.9967069154774972, LIT-PCBA,RandomForest,ESR1_ago,F1 score,0.0, LIT-PCBA,RandomForest,ESR1_ago,recall,0.0, LIT-PCBA,RandomForest,ESR1_ago,precision,0.0, LIT-PCBA,RandomForest,ESR1_ago,MCC,0.0, LIT-PCBA,LogisticRegression,ESR1_ago,AUROC,0.6464757709251101, LIT-PCBA,LogisticRegression,ESR1_ago,BEDROC,0.1297172474795804, LIT-PCBA,LogisticRegression,ESR1_ago,Enrichment factor 1%,0.0, LIT-PCBA,LogisticRegression,ESR1_ago,Enrichment factor 5%,6.601449275362319, LIT-PCBA,LogisticRegression,ESR1_ago,RIE,2.510756148145813, LIT-PCBA,LogisticRegression,ESR1_ago,AUPRC,0.010979945462704083, LIT-PCBA,LogisticRegression,ESR1_ago,accuracy,0.9967069154774972, LIT-PCBA,LogisticRegression,ESR1_ago,F1 score,0.0, LIT-PCBA,LogisticRegression,ESR1_ago,recall,0.0, LIT-PCBA,LogisticRegression,ESR1_ago,precision,0.0, LIT-PCBA,LogisticRegression,ESR1_ago,MCC,0.0, LIT-PCBA,SimilaritySearch_Mean,ESR1_ago,AUROC,0.4948604992657856, LIT-PCBA,SimilaritySearch_Mean,ESR1_ago,BEDROC,0.0021277272569267865, LIT-PCBA,SimilaritySearch_Mean,ESR1_ago,Enrichment factor 1%,0.0, LIT-PCBA,SimilaritySearch_Mean,ESR1_ago,Enrichment factor 5%,0.0, LIT-PCBA,SimilaritySearch_Mean,ESR1_ago,RIE,0.04118349589131877, LIT-PCBA,SimilaritySearch_Mean,ESR1_ago,AUPRC,0.004653896540994677, LIT-PCBA,SimilaritySearch_Max,ESR1_ago,AUROC,0.4497063142437592, LIT-PCBA,SimilaritySearch_Max,ESR1_ago,BEDROC,0.05883085849498269, LIT-PCBA,SimilaritySearch_Max,ESR1_ago,Enrichment factor 1%,0.0, LIT-PCBA,SimilaritySearch_Max,ESR1_ago,Enrichment factor 5%,0.0, LIT-PCBA,SimilaritySearch_Max,ESR1_ago,RIE,1.1387070382506972, LIT-PCBA,SimilaritySearch_Max,ESR1_ago,AUPRC,0.006413914169527533, LIT-PCBA,LightGBM_Ranker,ESR1_ago,AUROC,0.5807635829662261, LIT-PCBA,LightGBM_Ranker,ESR1_ago,BEDROC,0.03793352769307267, LIT-PCBA,LightGBM_Ranker,ESR1_ago,Enrichment factor 1%,0.0, LIT-PCBA,LightGBM_Ranker,ESR1_ago,Enrichment factor 5%,0.0, LIT-PCBA,LightGBM_Ranker,ESR1_ago,RIE,0.7342265091018032, LIT-PCBA,LightGBM_Ranker,ESR1_ago,AUPRC,0.006452499416761539, LIT-PCBA,LightGBM_Ranker,ESR1_ago,accuracy,0.4994511525795829, LIT-PCBA,LightGBM_Ranker,ESR1_ago,F1 score,0.004366812227074236, LIT-PCBA,LightGBM_Ranker,ESR1_ago,recall,0.3333333333333333, LIT-PCBA,LightGBM_Ranker,ESR1_ago,precision,0.002197802197802198, LIT-PCBA,LightGBM_Ranker,ESR1_ago,MCC,-0.019096957499727996, LIT-PCBA,RandomForest,ESR1_ant,AUROC,0.5046599496221662, LIT-PCBA,RandomForest,ESR1_ant,BEDROC,0.08154933616715297, LIT-PCBA,RandomForest,ESR1_ant,Enrichment factor 1%,3.64, LIT-PCBA,RandomForest,ESR1_ant,Enrichment factor 5%,0.7990243902439025, LIT-PCBA,RandomForest,ESR1_ant,RIE,1.2206903963121123, LIT-PCBA,RandomForest,ESR1_ant,AUPRC,0.050381560064352605, LIT-PCBA,RandomForest,ESR1_ant,accuracy,0.9694749694749695, LIT-PCBA,RandomForest,ESR1_ant,F1 score,0.07407407407407407, LIT-PCBA,RandomForest,ESR1_ant,recall,0.04, LIT-PCBA,RandomForest,ESR1_ant,precision,0.5, LIT-PCBA,RandomForest,ESR1_ant,MCC,0.1350268257179338, LIT-PCBA,LogisticRegression,ESR1_ant,AUROC,0.5472040302267003, LIT-PCBA,LogisticRegression,ESR1_ant,BEDROC,0.10393910862245011, LIT-PCBA,LogisticRegression,ESR1_ant,Enrichment factor 1%,3.64, LIT-PCBA,LogisticRegression,ESR1_ant,Enrichment factor 5%,1.598048780487805, LIT-PCBA,LogisticRegression,ESR1_ant,RIE,1.5558369496057949, LIT-PCBA,LogisticRegression,ESR1_ant,AUPRC,0.050873012648890895, LIT-PCBA,LogisticRegression,ESR1_ant,accuracy,0.9694749694749695, LIT-PCBA,LogisticRegression,ESR1_ant,F1 score,0.0, LIT-PCBA,LogisticRegression,ESR1_ant,recall,0.0, LIT-PCBA,LogisticRegression,ESR1_ant,precision,0.0, LIT-PCBA,LogisticRegression,ESR1_ant,MCC,0.0, LIT-PCBA,SimilaritySearch_Mean,ESR1_ant,AUROC,0.43093198992443316, LIT-PCBA,SimilaritySearch_Mean,ESR1_ant,BEDROC,0.10657032980046299, LIT-PCBA,SimilaritySearch_Mean,ESR1_ant,Enrichment factor 1%,3.64, LIT-PCBA,SimilaritySearch_Mean,ESR1_ant,Enrichment factor 5%,1.598048780487805, LIT-PCBA,SimilaritySearch_Mean,ESR1_ant,RIE,1.5952230001127854, LIT-PCBA,SimilaritySearch_Mean,ESR1_ant,AUPRC,0.07059557403178279, LIT-PCBA,SimilaritySearch_Max,ESR1_ant,AUROC,0.5804282115869017, LIT-PCBA,SimilaritySearch_Max,ESR1_ant,BEDROC,0.07715873284935537, LIT-PCBA,SimilaritySearch_Max,ESR1_ant,Enrichment factor 1%,3.64, LIT-PCBA,SimilaritySearch_Max,ESR1_ant,Enrichment factor 5%,0.7990243902439025, LIT-PCBA,SimilaritySearch_Max,ESR1_ant,RIE,1.1549686221503774, LIT-PCBA,SimilaritySearch_Max,ESR1_ant,AUPRC,0.04613453834149594, LIT-PCBA,LightGBM_Ranker,ESR1_ant,AUROC,0.5593954659949621, LIT-PCBA,LightGBM_Ranker,ESR1_ant,BEDROC,0.13799730211947653, LIT-PCBA,LightGBM_Ranker,ESR1_ant,Enrichment factor 1%,3.64, LIT-PCBA,LightGBM_Ranker,ESR1_ant,Enrichment factor 5%,2.3970731707317072, LIT-PCBA,LightGBM_Ranker,ESR1_ant,RIE,2.0656449963256795, LIT-PCBA,LightGBM_Ranker,ESR1_ant,AUPRC,0.06390101804580646, LIT-PCBA,LightGBM_Ranker,ESR1_ant,accuracy,0.5042735042735043, LIT-PCBA,LightGBM_Ranker,ESR1_ant,F1 score,0.06451612903225806, LIT-PCBA,LightGBM_Ranker,ESR1_ant,recall,0.56, LIT-PCBA,LightGBM_Ranker,ESR1_ant,precision,0.034229828850855744, LIT-PCBA,LightGBM_Ranker,ESR1_ant,MCC,0.021509877823092258, LIT-PCBA,RandomForest,FEN1,AUROC,0.7768437814270334, LIT-PCBA,RandomForest,FEN1,BEDROC,0.5310092639843511, LIT-PCBA,RandomForest,FEN1,Enrichment factor 1%,30.747328446524776, LIT-PCBA,RandomForest,FEN1,Enrichment factor 5%,12.527184671945701, LIT-PCBA,RandomForest,FEN1,RIE,10.509919031239253, LIT-PCBA,RandomForest,FEN1,AUPRC,0.026222148587994147, LIT-PCBA,RandomForest,FEN1,accuracy,0.998920011948804, LIT-PCBA,RandomForest,FEN1,F1 score,0.0, LIT-PCBA,RandomForest,FEN1,recall,0.0, LIT-PCBA,RandomForest,FEN1,precision,0.0, LIT-PCBA,RandomForest,FEN1,MCC,-0.00018993589860315263, LIT-PCBA,LogisticRegression,FEN1,AUROC,0.9056718523865177, LIT-PCBA,LogisticRegression,FEN1,BEDROC,0.49308863736677777, LIT-PCBA,LogisticRegression,FEN1,Enrichment factor 1%,27.45297182725426, LIT-PCBA,LogisticRegression,FEN1,Enrichment factor 5%,12.527184671945701, LIT-PCBA,LogisticRegression,FEN1,RIE,9.759380875286038, LIT-PCBA,LogisticRegression,FEN1,AUPRC,0.02830494388676814, LIT-PCBA,LogisticRegression,FEN1,accuracy,0.9989544796525656, LIT-PCBA,LogisticRegression,FEN1,F1 score,0.0, LIT-PCBA,LogisticRegression,FEN1,recall,0.0, LIT-PCBA,LogisticRegression,FEN1,precision,0.0, LIT-PCBA,LogisticRegression,FEN1,MCC,0.0, LIT-PCBA,SimilaritySearch_Mean,FEN1,AUROC,0.4503118421137444, LIT-PCBA,SimilaritySearch_Mean,FEN1,BEDROC,0.04035912509712683, LIT-PCBA,SimilaritySearch_Mean,FEN1,Enrichment factor 1%,0.0, LIT-PCBA,SimilaritySearch_Mean,FEN1,Enrichment factor 5%,0.6593255090497737, LIT-PCBA,SimilaritySearch_Mean,FEN1,RIE,0.7988018028137742, LIT-PCBA,SimilaritySearch_Mean,FEN1,AUPRC,0.0009690257838031356, LIT-PCBA,SimilaritySearch_Max,FEN1,AUROC,0.6115028771474652, LIT-PCBA,SimilaritySearch_Max,FEN1,BEDROC,0.14773000758188132, LIT-PCBA,SimilaritySearch_Max,FEN1,Enrichment factor 1%,5.490594365450852, LIT-PCBA,SimilaritySearch_Max,FEN1,Enrichment factor 5%,3.7361778846153846, LIT-PCBA,SimilaritySearch_Max,FEN1,RIE,2.9239234405936605, LIT-PCBA,SimilaritySearch_Max,FEN1,AUPRC,0.0033380130774806095, LIT-PCBA,LightGBM_Ranker,FEN1,AUROC,0.7369914752918193, LIT-PCBA,LightGBM_Ranker,FEN1,BEDROC,0.21266774070560518, LIT-PCBA,LightGBM_Ranker,FEN1,Enrichment factor 1%,7.686832111631194, LIT-PCBA,LightGBM_Ranker,FEN1,Enrichment factor 5%,4.835053733031675, LIT-PCBA,LightGBM_Ranker,FEN1,RIE,4.209193511734185, LIT-PCBA,LightGBM_Ranker,FEN1,AUPRC,0.0037989357279010066, LIT-PCBA,LightGBM_Ranker,FEN1,accuracy,0.5006319079022955, LIT-PCBA,LightGBM_Ranker,FEN1,F1 score,0.003347855996331117, LIT-PCBA,LightGBM_Ranker,FEN1,recall,0.8021978021978022, LIT-PCBA,LightGBM_Ranker,FEN1,precision,0.001677428249730003, LIT-PCBA,LightGBM_Ranker,FEN1,MCC,0.019553058176367787, LIT-PCBA,RandomForest,GBA,AUROC,0.6105712564764257, LIT-PCBA,RandomForest,GBA,BEDROC,0.4766646643665667, LIT-PCBA,RandomForest,GBA,Enrichment factor 1%,21.933002732516954, LIT-PCBA,RandomForest,GBA,Enrichment factor 5%,5.365853658536586, LIT-PCBA,RandomForest,GBA,RIE,9.479391016506462, LIT-PCBA,RandomForest,GBA,AUPRC,0.03711634812791578, LIT-PCBA,RandomForest,GBA,accuracy,0.9994186046511628, LIT-PCBA,RandomForest,GBA,F1 score,0.045454545454545456, LIT-PCBA,RandomForest,GBA,recall,0.024390243902439025, LIT-PCBA,RandomForest,GBA,precision,0.3333333333333333, LIT-PCBA,RandomForest,GBA,MCC,0.0900408641803592, LIT-PCBA,LogisticRegression,GBA,AUROC,0.7377269261549801, LIT-PCBA,LogisticRegression,GBA,BEDROC,0.24278804455229264, LIT-PCBA,LogisticRegression,GBA,Enrichment factor 1%,17.059002125290963, LIT-PCBA,LogisticRegression,GBA,Enrichment factor 5%,5.365853658536586, LIT-PCBA,LogisticRegression,GBA,RIE,4.828305914386631, LIT-PCBA,LogisticRegression,GBA,AUPRC,0.029096206812660223, LIT-PCBA,LogisticRegression,GBA,accuracy,0.9994462901439646, LIT-PCBA,LogisticRegression,GBA,F1 score,0.047619047619047616, LIT-PCBA,LogisticRegression,GBA,recall,0.024390243902439025, LIT-PCBA,LogisticRegression,GBA,precision,1.0, LIT-PCBA,LogisticRegression,GBA,MCC,0.15613051782738893, LIT-PCBA,SimilaritySearch_Mean,GBA,AUROC,0.43788864044127357, LIT-PCBA,SimilaritySearch_Mean,GBA,BEDROC,0.10157487465586912, LIT-PCBA,SimilaritySearch_Mean,GBA,Enrichment factor 1%,4.874000607225989, LIT-PCBA,SimilaritySearch_Mean,GBA,Enrichment factor 5%,1.951219512195122, LIT-PCBA,SimilaritySearch_Mean,GBA,RIE,2.02001121930362, LIT-PCBA,SimilaritySearch_Mean,GBA,AUPRC,0.025598361612894055, LIT-PCBA,SimilaritySearch_Max,GBA,AUROC,0.5568202586415121, LIT-PCBA,SimilaritySearch_Max,GBA,BEDROC,0.20648048783838685, LIT-PCBA,SimilaritySearch_Max,GBA,Enrichment factor 1%,14.62200182167797, LIT-PCBA,SimilaritySearch_Max,GBA,Enrichment factor 5%,4.390243902439025, LIT-PCBA,SimilaritySearch_Max,GBA,RIE,4.106260520278743, LIT-PCBA,SimilaritySearch_Max,GBA,AUPRC,0.011062844895851517, LIT-PCBA,LightGBM_Ranker,GBA,AUROC,0.5320251378388796, LIT-PCBA,LightGBM_Ranker,GBA,BEDROC,0.15589686544961018, LIT-PCBA,LightGBM_Ranker,GBA,Enrichment factor 1%,9.748001214451978, LIT-PCBA,LightGBM_Ranker,GBA,Enrichment factor 5%,3.4146341463414633, LIT-PCBA,LightGBM_Ranker,GBA,RIE,3.1003081822873453, LIT-PCBA,LightGBM_Ranker,GBA,AUPRC,0.01380593980715857, LIT-PCBA,LightGBM_Ranker,GBA,accuracy,0.500124584717608, LIT-PCBA,LightGBM_Ranker,GBA,F1 score,0.0012169824367307426, LIT-PCBA,LightGBM_Ranker,GBA,recall,0.5365853658536586, LIT-PCBA,LightGBM_Ranker,GBA,precision,0.0006091820346679958, LIT-PCBA,LightGBM_Ranker,GBA,MCC,0.0017476262669583848, LIT-PCBA,RandomForest,IDH1,AUROC,0.5488815058422098, LIT-PCBA,RandomForest,IDH1,BEDROC,0.7899388000346879, LIT-PCBA,RandomForest,IDH1,Enrichment factor 1%,11.098903836572, LIT-PCBA,RandomForest,IDH1,Enrichment factor 5%,19.995960502693, LIT-PCBA,RandomForest,IDH1,RIE,15.782828780963287, LIT-PCBA,RandomForest,IDH1,AUPRC,0.0001854053186315413, LIT-PCBA,RandomForest,IDH1,accuracy,0.9998989921662813, LIT-PCBA,RandomForest,IDH1,F1 score,0.0, LIT-PCBA,RandomForest,IDH1,recall,0.0, LIT-PCBA,RandomForest,IDH1,precision,0.0, LIT-PCBA,RandomForest,IDH1,MCC,0.0, LIT-PCBA,LogisticRegression,IDH1,AUROC,0.7180973190311747, LIT-PCBA,LogisticRegression,IDH1,BEDROC,0.2649608118991547, LIT-PCBA,LogisticRegression,IDH1,Enrichment factor 1%,0.0, LIT-PCBA,LogisticRegression,IDH1,Enrichment factor 5%,6.6653201675643325, LIT-PCBA,LogisticRegression,IDH1,RIE,5.293867258259533, LIT-PCBA,LogisticRegression,IDH1,AUPRC,0.0005854353572097323, LIT-PCBA,LogisticRegression,IDH1,accuracy,0.9998989921662813, LIT-PCBA,LogisticRegression,IDH1,F1 score,0.0, LIT-PCBA,LogisticRegression,IDH1,recall,0.0, LIT-PCBA,LogisticRegression,IDH1,precision,0.0, LIT-PCBA,LogisticRegression,IDH1,MCC,0.0, LIT-PCBA,SimilaritySearch_Mean,IDH1,AUROC,0.5122637144457041, LIT-PCBA,SimilaritySearch_Mean,IDH1,BEDROC,0.21723233833050068, LIT-PCBA,SimilaritySearch_Mean,IDH1,Enrichment factor 1%,22.197807673144, LIT-PCBA,SimilaritySearch_Mean,IDH1,Enrichment factor 5%,4.443546778376222, LIT-PCBA,SimilaritySearch_Mean,IDH1,RIE,4.340261327890982, LIT-PCBA,SimilaritySearch_Mean,IDH1,AUPRC,0.01468206033308857, LIT-PCBA,SimilaritySearch_Max,IDH1,AUROC,0.5370711254282354, LIT-PCBA,SimilaritySearch_Max,IDH1,BEDROC,0.2006016400965121, LIT-PCBA,SimilaritySearch_Max,IDH1,Enrichment factor 1%,11.098903836572, LIT-PCBA,SimilaritySearch_Max,IDH1,Enrichment factor 5%,4.443546778376222, LIT-PCBA,SimilaritySearch_Max,IDH1,RIE,4.007983103252411, LIT-PCBA,SimilaritySearch_Max,IDH1,AUPRC,0.0024273373298084574, LIT-PCBA,LightGBM_Ranker,IDH1,AUROC,0.8004656806807368, LIT-PCBA,LightGBM_Ranker,IDH1,BEDROC,0.28125145891678116, LIT-PCBA,LightGBM_Ranker,IDH1,Enrichment factor 1%,22.197807673144, LIT-PCBA,LightGBM_Ranker,IDH1,Enrichment factor 5%,6.6653201675643325, LIT-PCBA,LightGBM_Ranker,IDH1,RIE,5.619351323514701, LIT-PCBA,LightGBM_Ranker,IDH1,AUPRC,0.0016889898531337838, LIT-PCBA,LightGBM_Ranker,IDH1,accuracy,0.5000785616484479, LIT-PCBA,LightGBM_Ranker,IDH1,F1 score,0.0003590664272890485, LIT-PCBA,LightGBM_Ranker,IDH1,recall,0.8888888888888888, LIT-PCBA,LightGBM_Ranker,IDH1,precision,0.0001795694821665058, LIT-PCBA,LightGBM_Ranker,IDH1,MCC,0.007817267866998562, LIT-PCBA,RandomForest,KAT2A,AUROC,0.6024915005157764, LIT-PCBA,RandomForest,KAT2A,BEDROC,0.3894166144948592, LIT-PCBA,RandomForest,KAT2A,Enrichment factor 1%,16.648977987421386, LIT-PCBA,RandomForest,KAT2A,Enrichment factor 5%,5.416027305634246, LIT-PCBA,RandomForest,KAT2A,RIE,7.7443668340248, LIT-PCBA,RandomForest,KAT2A,AUPRC,0.002877209249889382, LIT-PCBA,RandomForest,KAT2A,accuracy,0.999409750914886, LIT-PCBA,RandomForest,KAT2A,F1 score,0.0, LIT-PCBA,RandomForest,KAT2A,recall,0.0, LIT-PCBA,RandomForest,KAT2A,precision,0.0, LIT-PCBA,RandomForest,KAT2A,MCC,-0.00011569887621774318, LIT-PCBA,LogisticRegression,KAT2A,AUROC,0.6260507468915609, LIT-PCBA,LogisticRegression,KAT2A,BEDROC,0.12446718766242426, LIT-PCBA,LogisticRegression,KAT2A,Enrichment factor 1%,6.243366745283019, LIT-PCBA,LogisticRegression,KAT2A,Enrichment factor 5%,2.499704910292729, LIT-PCBA,LogisticRegression,KAT2A,RIE,2.4752913336575078, LIT-PCBA,LogisticRegression,KAT2A,AUPRC,0.005010879846544072, LIT-PCBA,LogisticRegression,KAT2A,accuracy,0.9994333608782906, LIT-PCBA,LogisticRegression,KAT2A,F1 score,0.0, LIT-PCBA,LogisticRegression,KAT2A,recall,0.0, LIT-PCBA,LogisticRegression,KAT2A,precision,0.0, LIT-PCBA,LogisticRegression,KAT2A,MCC,0.0, LIT-PCBA,SimilaritySearch_Mean,KAT2A,AUROC,0.4640947237249297, LIT-PCBA,SimilaritySearch_Mean,KAT2A,BEDROC,0.01623186245890309, LIT-PCBA,SimilaritySearch_Mean,KAT2A,Enrichment factor 1%,0.0, LIT-PCBA,SimilaritySearch_Mean,KAT2A,Enrichment factor 5%,0.4166174850487882, LIT-PCBA,SimilaritySearch_Mean,KAT2A,RIE,0.32280469829353897, LIT-PCBA,SimilaritySearch_Mean,KAT2A,AUPRC,0.0005090297080607779, LIT-PCBA,SimilaritySearch_Max,KAT2A,AUROC,0.5036757685462979, LIT-PCBA,SimilaritySearch_Max,KAT2A,BEDROC,0.0896711539721054, LIT-PCBA,SimilaritySearch_Max,KAT2A,Enrichment factor 1%,4.1622444968553465, LIT-PCBA,SimilaritySearch_Max,KAT2A,Enrichment factor 5%,2.083087425243941, LIT-PCBA,SimilaritySearch_Max,KAT2A,RIE,1.7832991643611094, LIT-PCBA,SimilaritySearch_Max,KAT2A,AUPRC,0.0013107958777153557, LIT-PCBA,LightGBM_Ranker,KAT2A,AUROC,0.5033872437850905, LIT-PCBA,LightGBM_Ranker,KAT2A,BEDROC,0.04667202703216271, LIT-PCBA,LightGBM_Ranker,KAT2A,Enrichment factor 1%,2.0811222484276732, LIT-PCBA,LightGBM_Ranker,KAT2A,Enrichment factor 5%,1.2498524551463646, LIT-PCBA,LightGBM_Ranker,KAT2A,RIE,0.9281712669162706, LIT-PCBA,LightGBM_Ranker,KAT2A,AUPRC,0.0011470613848177532, LIT-PCBA,LightGBM_Ranker,KAT2A,accuracy,0.5000472199268091, LIT-PCBA,LightGBM_Ranker,KAT2A,F1 score,0.001226328325826003, LIT-PCBA,LightGBM_Ranker,KAT2A,recall,0.5416666666666666, LIT-PCBA,LightGBM_Ranker,KAT2A,precision,0.0006138590485184748, LIT-PCBA,LightGBM_Ranker,KAT2A,MCC,0.0019842441599790743, LIT-PCBA,RandomForest,MAPK1,AUROC,0.6626123057270598, LIT-PCBA,RandomForest,MAPK1,BEDROC,0.17873028425699833, LIT-PCBA,RandomForest,MAPK1,Enrichment factor 1%,7.755270703322652, LIT-PCBA,RandomForest,MAPK1,Enrichment factor 5%,3.114241690512877, LIT-PCBA,RandomForest,MAPK1,RIE,3.400890648157734, LIT-PCBA,RandomForest,MAPK1,AUPRC,0.026765566604627672, LIT-PCBA,RandomForest,MAPK1,accuracy,0.9949761858158804, LIT-PCBA,RandomForest,MAPK1,F1 score,0.0, LIT-PCBA,RandomForest,MAPK1,recall,0.0, LIT-PCBA,RandomForest,MAPK1,precision,0.0, LIT-PCBA,RandomForest,MAPK1,MCC,0.0, LIT-PCBA,LogisticRegression,MAPK1,AUROC,0.6824487971045348, LIT-PCBA,LogisticRegression,MAPK1,BEDROC,0.1738552392802846, LIT-PCBA,LogisticRegression,MAPK1,Enrichment factor 1%,7.755270703322652, LIT-PCBA,LogisticRegression,MAPK1,Enrichment factor 5%,3.37376183138895, LIT-PCBA,LogisticRegression,MAPK1,RIE,3.308127998961658, LIT-PCBA,LogisticRegression,MAPK1,AUPRC,0.02363853013458484, LIT-PCBA,LogisticRegression,MAPK1,accuracy,0.9949109414758269, LIT-PCBA,LogisticRegression,MAPK1,F1 score,0.04878048780487805, LIT-PCBA,LogisticRegression,MAPK1,recall,0.025974025974025976, LIT-PCBA,LogisticRegression,MAPK1,precision,0.4, LIT-PCBA,LogisticRegression,MAPK1,MCC,0.10091949247157254, LIT-PCBA,SimilaritySearch_Mean,MAPK1,AUROC,0.5224223972748563, LIT-PCBA,SimilaritySearch_Mean,MAPK1,BEDROC,0.034400493394309235, LIT-PCBA,SimilaritySearch_Mean,MAPK1,Enrichment factor 1%,0.0, LIT-PCBA,SimilaritySearch_Mean,MAPK1,Enrichment factor 5%,0.5190402817521461, LIT-PCBA,SimilaritySearch_Mean,MAPK1,RIE,0.654574701886454, LIT-PCBA,SimilaritySearch_Mean,MAPK1,AUPRC,0.005316234004781522, LIT-PCBA,SimilaritySearch_Max,MAPK1,AUROC,0.5812467532467532, LIT-PCBA,SimilaritySearch_Max,MAPK1,BEDROC,0.13658938805366186, LIT-PCBA,SimilaritySearch_Max,MAPK1,Enrichment factor 1%,7.755270703322652, LIT-PCBA,SimilaritySearch_Max,MAPK1,Enrichment factor 5%,3.114241690512877, LIT-PCBA,SimilaritySearch_Max,MAPK1,RIE,2.599031139170502, LIT-PCBA,SimilaritySearch_Max,MAPK1,AUPRC,0.011226552011568898, LIT-PCBA,LightGBM_Ranker,MAPK1,AUROC,0.5969384713647008, LIT-PCBA,LightGBM_Ranker,MAPK1,BEDROC,0.11708016679013036, LIT-PCBA,LightGBM_Ranker,MAPK1,Enrichment factor 1%,2.5850902344408837, LIT-PCBA,LightGBM_Ranker,MAPK1,Enrichment factor 5%,2.3356812678846577, LIT-PCBA,LightGBM_Ranker,MAPK1,RIE,2.2278085029072496, LIT-PCBA,LightGBM_Ranker,MAPK1,AUPRC,0.015097485061792322, LIT-PCBA,LightGBM_Ranker,MAPK1,accuracy,0.5011417759509362, LIT-PCBA,LightGBM_Ranker,MAPK1,F1 score,0.01214470284237726, LIT-PCBA,LightGBM_Ranker,MAPK1,recall,0.6103896103896104, LIT-PCBA,LightGBM_Ranker,MAPK1,precision,0.00613336813258515, LIT-PCBA,LightGBM_Ranker,MAPK1,MCC,0.01569267429500799, LIT-PCBA,RandomForest,MTORC1,AUROC,0.5905819078814348, LIT-PCBA,RandomForest,MTORC1,BEDROC,0.17280534570047357, LIT-PCBA,RandomForest,MTORC1,Enrichment factor 1%,8.300200803212851, LIT-PCBA,RandomForest,MTORC1,Enrichment factor 5%,2.496074879227053, LIT-PCBA,RandomForest,MTORC1,RIE,3.3576864312690273, LIT-PCBA,RandomForest,MTORC1,AUPRC,0.0065717082885290495, LIT-PCBA,RandomForest,MTORC1,accuracy,0.9970968912543849, LIT-PCBA,RandomForest,MTORC1,F1 score,0.0, LIT-PCBA,RandomForest,MTORC1,recall,0.0, LIT-PCBA,RandomForest,MTORC1,precision,0.0, LIT-PCBA,RandomForest,MTORC1,MCC,0.0, LIT-PCBA,LogisticRegression,MTORC1,AUROC,0.6117665493954466, LIT-PCBA,LogisticRegression,MTORC1,BEDROC,0.05215529509693927, LIT-PCBA,LogisticRegression,MTORC1,Enrichment factor 1%,0.0, LIT-PCBA,LogisticRegression,MTORC1,Enrichment factor 5%,0.832024959742351, LIT-PCBA,LogisticRegression,MTORC1,RIE,1.0134011252762678, LIT-PCBA,LogisticRegression,MTORC1,AUPRC,0.004265709745887117, LIT-PCBA,LogisticRegression,MTORC1,accuracy,0.9970968912543849, LIT-PCBA,LogisticRegression,MTORC1,F1 score,0.0, LIT-PCBA,LogisticRegression,MTORC1,recall,0.0, LIT-PCBA,LogisticRegression,MTORC1,precision,0.0, LIT-PCBA,LogisticRegression,MTORC1,MCC,0.0, LIT-PCBA,SimilaritySearch_Mean,MTORC1,AUROC,0.4753578794128351, LIT-PCBA,SimilaritySearch_Mean,MTORC1,BEDROC,0.07456703477925386, LIT-PCBA,SimilaritySearch_Mean,MTORC1,Enrichment factor 1%,0.0, LIT-PCBA,SimilaritySearch_Mean,MTORC1,Enrichment factor 5%,2.496074879227053, LIT-PCBA,SimilaritySearch_Mean,MTORC1,RIE,1.4488714110835565, LIT-PCBA,SimilaritySearch_Mean,MTORC1,AUPRC,0.0035804668783626114, LIT-PCBA,SimilaritySearch_Max,MTORC1,AUROC,0.4948441101540701, LIT-PCBA,SimilaritySearch_Max,MTORC1,BEDROC,0.10241468126932482, LIT-PCBA,SimilaritySearch_Max,MTORC1,Enrichment factor 1%,4.150100401606426, LIT-PCBA,SimilaritySearch_Max,MTORC1,Enrichment factor 5%,1.664049919484702, LIT-PCBA,SimilaritySearch_Max,MTORC1,RIE,1.9899638362138101, LIT-PCBA,SimilaritySearch_Max,MTORC1,AUPRC,0.005508349528760842, LIT-PCBA,LightGBM_Ranker,MTORC1,AUROC,0.5473305633062396, LIT-PCBA,LightGBM_Ranker,MTORC1,BEDROC,0.088092863655352, LIT-PCBA,LightGBM_Ranker,MTORC1,Enrichment factor 1%,8.300200803212851, LIT-PCBA,LightGBM_Ranker,MTORC1,Enrichment factor 5%,1.664049919484702, LIT-PCBA,LightGBM_Ranker,MTORC1,RIE,1.7116844122136248, LIT-PCBA,LightGBM_Ranker,MTORC1,AUPRC,0.014904900442654563, LIT-PCBA,LightGBM_Ranker,MTORC1,accuracy,0.5003024071610016, LIT-PCBA,LightGBM_Ranker,MTORC1,F1 score,0.006254510464277123, LIT-PCBA,LightGBM_Ranker,MTORC1,recall,0.5416666666666666, LIT-PCBA,LightGBM_Ranker,MTORC1,precision,0.0031454149528187757, LIT-PCBA,LightGBM_Ranker,MTORC1,MCC,0.0045031008462384035, LIT-PCBA,RandomForest,OPRK1,AUROC,0.49606293363443227, LIT-PCBA,RandomForest,OPRK1,BEDROC,0.8543036229056041, LIT-PCBA,RandomForest,OPRK1,Enrichment factor 1%,99.87388724035607, LIT-PCBA,RandomForest,OPRK1,Enrichment factor 5%,19.998514557338087, LIT-PCBA,RandomForest,OPRK1,RIE,17.070852185196582, LIT-PCBA,RandomForest,OPRK1,AUPRC,8.91331798261903e-05, LIT-PCBA,RandomForest,OPRK1,accuracy,0.9999108668201738, LIT-PCBA,RandomForest,OPRK1,F1 score,0.0, LIT-PCBA,RandomForest,OPRK1,recall,0.0, LIT-PCBA,RandomForest,OPRK1,precision,0.0, LIT-PCBA,RandomForest,OPRK1,MCC,0.0, LIT-PCBA,LogisticRegression,OPRK1,AUROC,0.5212948243672217, LIT-PCBA,LogisticRegression,OPRK1,BEDROC,0.0997414117607563, LIT-PCBA,LogisticRegression,OPRK1,Enrichment factor 1%,0.0, LIT-PCBA,LogisticRegression,OPRK1,Enrichment factor 5%,3.3330857595563477, LIT-PCBA,LogisticRegression,OPRK1,RIE,1.993051278716102, LIT-PCBA,LogisticRegression,OPRK1,AUPRC,0.00018509562275457163, LIT-PCBA,LogisticRegression,OPRK1,accuracy,0.9999108668201738, LIT-PCBA,LogisticRegression,OPRK1,F1 score,0.0, LIT-PCBA,LogisticRegression,OPRK1,recall,0.0, LIT-PCBA,LogisticRegression,OPRK1,precision,0.0, LIT-PCBA,LogisticRegression,OPRK1,MCC,0.0, LIT-PCBA,SimilaritySearch_Mean,OPRK1,AUROC,0.5410073937611117, LIT-PCBA,SimilaritySearch_Mean,OPRK1,BEDROC,0.13420073339135252, LIT-PCBA,SimilaritySearch_Mean,OPRK1,Enrichment factor 1%,0.0, LIT-PCBA,SimilaritySearch_Mean,OPRK1,Enrichment factor 5%,3.3330857595563477, LIT-PCBA,SimilaritySearch_Mean,OPRK1,RIE,2.681623782406945, LIT-PCBA,SimilaritySearch_Mean,OPRK1,AUPRC,0.00023827909079443047, LIT-PCBA,SimilaritySearch_Max,OPRK1,AUROC,0.5234589727971, LIT-PCBA,SimilaritySearch_Max,OPRK1,BEDROC,0.12438796430374584, LIT-PCBA,SimilaritySearch_Max,OPRK1,Enrichment factor 1%,0.0, LIT-PCBA,SimilaritySearch_Max,OPRK1,Enrichment factor 5%,0.0, LIT-PCBA,SimilaritySearch_Max,OPRK1,RIE,2.4855432254178567, LIT-PCBA,SimilaritySearch_Max,OPRK1,AUPRC,0.0002312020066616856, LIT-PCBA,LightGBM_Ranker,OPRK1,AUROC,0.4542631743154705, LIT-PCBA,LightGBM_Ranker,OPRK1,BEDROC,0.11183280681244931, LIT-PCBA,LightGBM_Ranker,OPRK1,Enrichment factor 1%,0.0, LIT-PCBA,LightGBM_Ranker,OPRK1,Enrichment factor 5%,3.3330857595563477, LIT-PCBA,LightGBM_Ranker,OPRK1,RIE,2.2346637588778386, LIT-PCBA,LightGBM_Ranker,OPRK1,AUPRC,0.00019760886864392767, LIT-PCBA,LightGBM_Ranker,OPRK1,accuracy,0.49997771670504343, LIT-PCBA,LightGBM_Ranker,OPRK1,F1 score,0.00011882482250542138, LIT-PCBA,LightGBM_Ranker,OPRK1,recall,0.3333333333333333, LIT-PCBA,LightGBM_Ranker,OPRK1,precision,5.942300264432362e-05, LIT-PCBA,LightGBM_Ranker,OPRK1,MCC,-0.003147012340174782, LIT-PCBA,RandomForest,PKM2,AUROC,0.6331886697669217, LIT-PCBA,RandomForest,PKM2,BEDROC,0.20339912151701636, LIT-PCBA,RandomForest,PKM2,Enrichment factor 1%,2.938437139561707, LIT-PCBA,RandomForest,PKM2,Enrichment factor 5%,4.8515922556072795, LIT-PCBA,RandomForest,PKM2,RIE,3.978825549542692, LIT-PCBA,RandomForest,PKM2,AUPRC,0.004783735097977232, LIT-PCBA,RandomForest,PKM2,accuracy,0.9976939306216575, LIT-PCBA,RandomForest,PKM2,F1 score,0.0, LIT-PCBA,RandomForest,PKM2,recall,0.0, LIT-PCBA,RandomForest,PKM2,precision,0.0, LIT-PCBA,RandomForest,PKM2,MCC,-0.0004269814502142996, LIT-PCBA,LogisticRegression,PKM2,AUROC,0.7465548794304222, LIT-PCBA,LogisticRegression,PKM2,BEDROC,0.19625994801397625, LIT-PCBA,LogisticRegression,PKM2,Enrichment factor 1%,6.611483564013841, LIT-PCBA,LogisticRegression,PKM2,Enrichment factor 5%,3.9694845727695918, LIT-PCBA,LogisticRegression,PKM2,RIE,3.83917142801201, LIT-PCBA,LogisticRegression,PKM2,AUPRC,0.016996913602386213, LIT-PCBA,LogisticRegression,PKM2,accuracy,0.9977757061315278, LIT-PCBA,LogisticRegression,PKM2,F1 score,0.0, LIT-PCBA,LogisticRegression,PKM2,recall,0.0, LIT-PCBA,LogisticRegression,PKM2,precision,0.0, LIT-PCBA,LogisticRegression,PKM2,MCC,0.0, LIT-PCBA,SimilaritySearch_Mean,PKM2,AUROC,0.430168572748161, LIT-PCBA,SimilaritySearch_Mean,PKM2,BEDROC,0.06113801008021194, LIT-PCBA,SimilaritySearch_Mean,PKM2,Enrichment factor 1%,2.938437139561707, LIT-PCBA,SimilaritySearch_Mean,PKM2,Enrichment factor 5%,1.3231615242565307, LIT-PCBA,SimilaritySearch_Mean,PKM2,RIE,1.1959613234211215, LIT-PCBA,SimilaritySearch_Mean,PKM2,AUPRC,0.002664174146839394, LIT-PCBA,SimilaritySearch_Max,PKM2,AUROC,0.539750681937174, LIT-PCBA,SimilaritySearch_Max,PKM2,BEDROC,0.07805507064966004, LIT-PCBA,SimilaritySearch_Max,PKM2,Enrichment factor 1%,1.4692185697808535, LIT-PCBA,SimilaritySearch_Max,PKM2,Enrichment factor 5%,1.3231615242565307, LIT-PCBA,SimilaritySearch_Max,PKM2,RIE,1.5268871976419338, LIT-PCBA,SimilaritySearch_Max,PKM2,AUPRC,0.0029130567640127548, LIT-PCBA,LightGBM_Ranker,PKM2,AUROC,0.610045110541799, LIT-PCBA,LightGBM_Ranker,PKM2,BEDROC,0.10104640686414343, LIT-PCBA,LightGBM_Ranker,PKM2,Enrichment factor 1%,3.673046424452134, LIT-PCBA,LightGBM_Ranker,PKM2,Enrichment factor 5%,2.058251259954603, LIT-PCBA,LightGBM_Ranker,PKM2,RIE,1.9766360180737303, LIT-PCBA,LightGBM_Ranker,PKM2,AUPRC,0.0036212386031060782, LIT-PCBA,LightGBM_Ranker,PKM2,accuracy,0.500793222445742, LIT-PCBA,LightGBM_Ranker,PKM2,F1 score,0.005992119060800469, LIT-PCBA,LightGBM_Ranker,PKM2,recall,0.6764705882352942, LIT-PCBA,LightGBM_Ranker,PKM2,precision,0.003009387982074515, LIT-PCBA,LightGBM_Ranker,PKM2,MCC,0.0166648754869672, LIT-PCBA,RandomForest,PPARG,AUROC,0.7499032133178476, LIT-PCBA,RandomForest,PPARG,BEDROC,0.24385786890226047, LIT-PCBA,RandomForest,PPARG,Enrichment factor 1%,0.0, LIT-PCBA,RandomForest,PPARG,Enrichment factor 5%,9.852272727272728, LIT-PCBA,RandomForest,PPARG,RIE,4.554685475108661, LIT-PCBA,RandomForest,PPARG,AUPRC,0.030994081204979894, LIT-PCBA,RandomForest,PPARG,accuracy,0.9930795847750865, LIT-PCBA,RandomForest,PPARG,F1 score,0.0, LIT-PCBA,RandomForest,PPARG,recall,0.0, LIT-PCBA,RandomForest,PPARG,precision,0.0, LIT-PCBA,RandomForest,PPARG,MCC,0.0, LIT-PCBA,LogisticRegression,PPARG,AUROC,0.6895083236546651, LIT-PCBA,LogisticRegression,PPARG,BEDROC,0.2888425263510734, LIT-PCBA,LogisticRegression,PPARG,Enrichment factor 1%,16.055555555555554, LIT-PCBA,LogisticRegression,PPARG,Enrichment factor 5%,6.5681818181818175, LIT-PCBA,LogisticRegression,PPARG,RIE,5.394891964316104, LIT-PCBA,LogisticRegression,PPARG,AUPRC,0.06934881306933649, LIT-PCBA,LogisticRegression,PPARG,accuracy,0.9930795847750865, LIT-PCBA,LogisticRegression,PPARG,F1 score,0.0, LIT-PCBA,LogisticRegression,PPARG,recall,0.0, LIT-PCBA,LogisticRegression,PPARG,precision,0.0, LIT-PCBA,LogisticRegression,PPARG,MCC,0.0, LIT-PCBA,SimilaritySearch_Mean,PPARG,AUROC,0.5797522260936896, LIT-PCBA,SimilaritySearch_Mean,PPARG,BEDROC,0.1909698636084048, LIT-PCBA,SimilaritySearch_Mean,PPARG,Enrichment factor 1%,0.0, LIT-PCBA,SimilaritySearch_Mean,PPARG,Enrichment factor 5%,6.5681818181818175, LIT-PCBA,SimilaritySearch_Mean,PPARG,RIE,3.566863231498185, LIT-PCBA,SimilaritySearch_Mean,PPARG,AUPRC,0.0231676467424444, LIT-PCBA,SimilaritySearch_Max,PPARG,AUROC,0.6077235772357723, LIT-PCBA,SimilaritySearch_Max,PPARG,BEDROC,0.10191114507412291, LIT-PCBA,SimilaritySearch_Max,PPARG,Enrichment factor 1%,0.0, LIT-PCBA,SimilaritySearch_Max,PPARG,Enrichment factor 5%,3.2840909090909087, LIT-PCBA,SimilaritySearch_Max,PPARG,RIE,1.903458028998919, LIT-PCBA,SimilaritySearch_Max,PPARG,AUPRC,0.014715602863175841, LIT-PCBA,LightGBM_Ranker,PPARG,AUROC,0.5699767711962833, LIT-PCBA,LightGBM_Ranker,PPARG,BEDROC,0.3148434934699909, LIT-PCBA,LightGBM_Ranker,PPARG,Enrichment factor 1%,32.11111111111111, LIT-PCBA,LightGBM_Ranker,PPARG,Enrichment factor 5%,6.5681818181818175, LIT-PCBA,LightGBM_Ranker,PPARG,RIE,5.880528235390128, LIT-PCBA,LightGBM_Ranker,PPARG,AUPRC,0.0866717187235349, LIT-PCBA,LightGBM_Ranker,PPARG,accuracy,0.5005767012687428, LIT-PCBA,LightGBM_Ranker,PPARG,F1 score,0.01366742596810934, LIT-PCBA,LightGBM_Ranker,PPARG,recall,0.5, LIT-PCBA,LightGBM_Ranker,PPARG,precision,0.006928406466512702, LIT-PCBA,LightGBM_Ranker,PPARG,MCC,9.628424756659102e-05, LIT-PCBA,RandomForest,TP53,AUROC,0.5601022012578616, LIT-PCBA,RandomForest,TP53,BEDROC,0.1073042447349778, LIT-PCBA,RandomForest,TP53,Enrichment factor 1%,5.631944444444445, LIT-PCBA,RandomForest,TP53,Enrichment factor 5%,2.472560975609756, LIT-PCBA,RandomForest,TP53,RIE,1.7732900058969896, LIT-PCBA,RandomForest,TP53,AUPRC,0.03574302298222421, LIT-PCBA,RandomForest,TP53,accuracy,0.9802712700369913, LIT-PCBA,RandomForest,TP53,F1 score,0.0, LIT-PCBA,RandomForest,TP53,recall,0.0, LIT-PCBA,RandomForest,TP53,precision,0.0, LIT-PCBA,RandomForest,TP53,MCC,0.0, LIT-PCBA,LogisticRegression,TP53,AUROC,0.6414308176100628, LIT-PCBA,LogisticRegression,TP53,BEDROC,0.12063383119799655, LIT-PCBA,LogisticRegression,TP53,Enrichment factor 1%,5.631944444444445, LIT-PCBA,LogisticRegression,TP53,Enrichment factor 5%,2.472560975609756, LIT-PCBA,LogisticRegression,TP53,RIE,1.9935722681906578, LIT-PCBA,LogisticRegression,TP53,AUPRC,0.09327474378733912, LIT-PCBA,LogisticRegression,TP53,accuracy,0.9802712700369913, LIT-PCBA,LogisticRegression,TP53,F1 score,0.0, LIT-PCBA,LogisticRegression,TP53,recall,0.0, LIT-PCBA,LogisticRegression,TP53,precision,0.0, LIT-PCBA,LogisticRegression,TP53,MCC,0.0, LIT-PCBA,SimilaritySearch_Mean,TP53,AUROC,0.4744496855345912, LIT-PCBA,SimilaritySearch_Mean,TP53,BEDROC,0.04294926610565377, LIT-PCBA,SimilaritySearch_Mean,TP53,Enrichment factor 1%,0.0, LIT-PCBA,SimilaritySearch_Mean,TP53,Enrichment factor 5%,1.236280487804878, LIT-PCBA,SimilaritySearch_Mean,TP53,RIE,0.709771619812139, LIT-PCBA,SimilaritySearch_Mean,TP53,AUPRC,0.021152553461801483, LIT-PCBA,SimilaritySearch_Max,TP53,AUROC,0.49913522012578615, LIT-PCBA,SimilaritySearch_Max,TP53,BEDROC,0.08001212477913953, LIT-PCBA,SimilaritySearch_Max,TP53,Enrichment factor 1%,0.0, LIT-PCBA,SimilaritySearch_Max,TP53,Enrichment factor 5%,1.236280487804878, LIT-PCBA,SimilaritySearch_Max,TP53,RIE,1.3222655166270734, LIT-PCBA,SimilaritySearch_Max,TP53,AUPRC,0.027903790193456127, LIT-PCBA,LightGBM_Ranker,TP53,AUROC,0.5893867924528302, LIT-PCBA,LightGBM_Ranker,TP53,BEDROC,0.11199293261522417, LIT-PCBA,LightGBM_Ranker,TP53,Enrichment factor 1%,5.631944444444445, LIT-PCBA,LightGBM_Ranker,TP53,Enrichment factor 5%,1.236280487804878, LIT-PCBA,LightGBM_Ranker,TP53,RIE,1.8507743882006, LIT-PCBA,LightGBM_Ranker,TP53,AUPRC,0.05801279114757636, LIT-PCBA,LightGBM_Ranker,TP53,accuracy,0.5030826140567201, LIT-PCBA,LightGBM_Ranker,TP53,F1 score,0.04275534441805225, LIT-PCBA,LightGBM_Ranker,TP53,recall,0.5625, LIT-PCBA,LightGBM_Ranker,TP53,precision,0.022222222222222223, LIT-PCBA,LightGBM_Ranker,TP53,MCC,0.017908112653409355, LIT-PCBA,RandomForest,VDR,AUROC,0.7091197265553166, LIT-PCBA,RandomForest,VDR,BEDROC,0.31467568185456807, LIT-PCBA,RandomForest,VDR,Enrichment factor 1%,14.535653626618405, LIT-PCBA,RandomForest,VDR,Enrichment factor 5%,6.6662580447441, LIT-PCBA,RandomForest,VDR,RIE,6.13703085023526, LIT-PCBA,RandomForest,VDR,AUPRC,0.0182367478737899, LIT-PCBA,RandomForest,VDR,accuracy,0.9974408483511095, LIT-PCBA,RandomForest,VDR,F1 score,0.011834319526627219, LIT-PCBA,RandomForest,VDR,recall,0.006060606060606061, LIT-PCBA,RandomForest,VDR,precision,0.25, LIT-PCBA,RandomForest,VDR,MCC,0.03858124806078885, LIT-PCBA,LogisticRegression,VDR,AUROC,0.7883180796302425, LIT-PCBA,LogisticRegression,VDR,BEDROC,0.27399510943216515, LIT-PCBA,LogisticRegression,VDR,Enrichment factor 1%,14.535653626618405, LIT-PCBA,LogisticRegression,VDR,Enrichment factor 5%,5.939029894408381, LIT-PCBA,LogisticRegression,VDR,RIE,5.343649153975697, LIT-PCBA,LogisticRegression,VDR,AUPRC,0.018985408756690594, LIT-PCBA,LogisticRegression,VDR,accuracy,0.9974408483511095, LIT-PCBA,LogisticRegression,VDR,F1 score,0.0, LIT-PCBA,LogisticRegression,VDR,recall,0.0, LIT-PCBA,LogisticRegression,VDR,precision,0.0, LIT-PCBA,LogisticRegression,VDR,MCC,-0.00027873591359380256, LIT-PCBA,SimilaritySearch_Mean,VDR,AUROC,0.3744311344071679, LIT-PCBA,SimilaritySearch_Mean,VDR,BEDROC,0.042882930217159936, LIT-PCBA,SimilaritySearch_Mean,VDR,Enrichment factor 1%,1.211304468884867, LIT-PCBA,SimilaritySearch_Mean,VDR,Enrichment factor 5%,0.84843284205834, LIT-PCBA,SimilaritySearch_Mean,VDR,RIE,0.8363336996123253, LIT-PCBA,SimilaritySearch_Mean,VDR,AUPRC,0.0020211062911786354, LIT-PCBA,SimilaritySearch_Max,VDR,AUROC,0.5435053861656618, LIT-PCBA,SimilaritySearch_Max,VDR,BEDROC,0.1288288203226076, LIT-PCBA,SimilaritySearch_Max,VDR,Enrichment factor 1%,7.2678268133092025, LIT-PCBA,SimilaritySearch_Max,VDR,Enrichment factor 5%,2.6665032178976404, LIT-PCBA,SimilaritySearch_Max,VDR,RIE,2.512512082019914, LIT-PCBA,SimilaritySearch_Max,VDR,AUPRC,0.0058748351749857205, LIT-PCBA,LightGBM_Ranker,VDR,AUROC,0.6831875002036776, LIT-PCBA,LightGBM_Ranker,VDR,BEDROC,0.17058914343377568, LIT-PCBA,LightGBM_Ranker,VDR,Enrichment factor 1%,3.6339134066546013, LIT-PCBA,LightGBM_Ranker,VDR,Enrichment factor 5%,3.75734544340122, LIT-PCBA,LightGBM_Ranker,VDR,RIE,3.326951850523274, LIT-PCBA,LightGBM_Ranker,VDR,AUPRC,0.006643397615743635, LIT-PCBA,LightGBM_Ranker,VDR,accuracy,0.5012412651710187, LIT-PCBA,LightGBM_Ranker,VDR,F1 score,0.0073805239562048245, LIT-PCBA,LightGBM_Ranker,VDR,recall,0.7333333333333333, LIT-PCBA,LightGBM_Ranker,VDR,precision,0.0037089259440902405, LIT-PCBA,LightGBM_Ranker,VDR,MCC,0.023501866737367077, WELQRATE,RandomForest,AID1798,AUROC,0.672436741444444,1.0 WELQRATE,RandomForest,AID1798,BEDROC,0.19409057586297762,1.0 WELQRATE,RandomForest,AID1798,Enrichment factor 1%,4.327156094084105,1.0 WELQRATE,RandomForest,AID1798,Enrichment factor 5%,4.3413901601830664,1.0 WELQRATE,RandomForest,AID1798,RIE,3.8092001409942884,1.0 WELQRATE,RandomForest,AID1798,AUPRC,0.012792253822966967,1.0 WELQRATE,RandomForest,AID1798,accuracy,0.9979410311316093,1.0 WELQRATE,RandomForest,AID1798,F1 score,0.0,1.0 WELQRATE,RandomForest,AID1798,recall,0.0,1.0 WELQRATE,RandomForest,AID1798,precision,0.0,1.0 WELQRATE,RandomForest,AID1798,MCC,-0.0005591601075348129,1.0 WELQRATE,LogisticRegression,AID1798,AUROC,0.669577415269591,1.0 WELQRATE,LogisticRegression,AID1798,BEDROC,0.20601940448067543,1.0 WELQRATE,LogisticRegression,AID1798,Enrichment factor 1%,17.30862437633642,1.0 WELQRATE,LogisticRegression,AID1798,Enrichment factor 5%,4.3413901601830664,1.0 WELQRATE,LogisticRegression,AID1798,RIE,4.043314007415775,1.0 WELQRATE,LogisticRegression,AID1798,AUPRC,0.011970373695048275,1.0 WELQRATE,LogisticRegression,AID1798,accuracy,0.9981057486410806,1.0 WELQRATE,LogisticRegression,AID1798,F1 score,0.0,1.0 WELQRATE,LogisticRegression,AID1798,recall,0.0,1.0 WELQRATE,LogisticRegression,AID1798,precision,0.0,1.0 WELQRATE,LogisticRegression,AID1798,MCC,0.0,1.0 WELQRATE,SimilaritySearch_Mean,AID1798,AUROC,0.5445993893885633,1.0 WELQRATE,SimilaritySearch_Mean,AID1798,BEDROC,0.15784194005963598,1.0 WELQRATE,SimilaritySearch_Mean,AID1798,Enrichment factor 1%,8.65431218816821,1.0 WELQRATE,SimilaritySearch_Mean,AID1798,Enrichment factor 5%,1.7365560640732267,1.0 WELQRATE,SimilaritySearch_Mean,AID1798,RIE,3.097788438102168,1.0 WELQRATE,SimilaritySearch_Mean,AID1798,AUPRC,0.008983307352738269,1.0 WELQRATE,SimilaritySearch_Max,AID1798,AUROC,0.5607831037860062,1.0 WELQRATE,SimilaritySearch_Max,AID1798,BEDROC,0.15067705360329708,1.0 WELQRATE,SimilaritySearch_Max,AID1798,Enrichment factor 1%,8.65431218816821,1.0 WELQRATE,SimilaritySearch_Max,AID1798,Enrichment factor 5%,3.4731121281464534,1.0 WELQRATE,SimilaritySearch_Max,AID1798,RIE,2.957171171770097,1.0 WELQRATE,SimilaritySearch_Max,AID1798,AUPRC,0.011284575613351507,1.0 WELQRATE,LightGBM_Ranker,AID1798,AUROC,0.5836559193791997,1.0 WELQRATE,LightGBM_Ranker,AID1798,BEDROC,0.07172825347955492,1.0 WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 1%,0.0,1.0 WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 5%,1.7365560640732267,1.0 WELQRATE,LightGBM_Ranker,AID1798,RIE,1.4077307833915809,1.0 WELQRATE,LightGBM_Ranker,AID1798,AUPRC,0.0027437287969172735,1.0 WELQRATE,LightGBM_Ranker,AID1798,accuracy,0.5005765112831494,1.0 WELQRATE,LightGBM_Ranker,AID1798,F1 score,0.004922874958976042,1.0 WELQRATE,LightGBM_Ranker,AID1798,recall,0.6521739130434783,1.0 WELQRATE,LightGBM_Ranker,AID1798,precision,0.002470762642068852,1.0 WELQRATE,LightGBM_Ranker,AID1798,MCC,0.013258693441622256,1.0 WELQRATE,RandomForest,AID1798,AUROC,0.640748618683114,2.0 WELQRATE,RandomForest,AID1798,BEDROC,0.19990152089636115,2.0 WELQRATE,RandomForest,AID1798,Enrichment factor 1%,11.058287795992713,2.0 WELQRATE,RandomForest,AID1798,Enrichment factor 5%,3.8831323099415207,2.0 WELQRATE,RandomForest,AID1798,RIE,3.8818009611361983,2.0 WELQRATE,RandomForest,AID1798,AUPRC,0.03929022372457681,2.0 WELQRATE,RandomForest,AID1798,accuracy,0.9969527260747818,2.0 WELQRATE,RandomForest,AID1798,F1 score,0.0,2.0 WELQRATE,RandomForest,AID1798,recall,0.0,2.0 WELQRATE,RandomForest,AID1798,precision,0.0,2.0 WELQRATE,RandomForest,AID1798,MCC,-0.0004949071019830927,2.0 WELQRATE,LogisticRegression,AID1798,AUROC,0.6820906070451751,2.0 WELQRATE,LogisticRegression,AID1798,BEDROC,0.25066035851653873,2.0 WELQRATE,LogisticRegression,AID1798,Enrichment factor 1%,13.822859744990893,2.0 WELQRATE,LogisticRegression,AID1798,Enrichment factor 5%,5.547331871345029,2.0 WELQRATE,LogisticRegression,AID1798,RIE,4.867464810120098,2.0 WELQRATE,LogisticRegression,AID1798,AUPRC,0.026553067705511007,2.0 WELQRATE,LogisticRegression,AID1798,accuracy,0.9970350848295174,2.0 WELQRATE,LogisticRegression,AID1798,F1 score,0.0,2.0 WELQRATE,LogisticRegression,AID1798,recall,0.0,2.0 WELQRATE,LogisticRegression,AID1798,precision,0.0,2.0 WELQRATE,LogisticRegression,AID1798,MCC,0.0,2.0 WELQRATE,SimilaritySearch_Mean,AID1798,AUROC,0.5885029461974778,2.0 WELQRATE,SimilaritySearch_Mean,AID1798,BEDROC,0.12101441010982611,2.0 WELQRATE,SimilaritySearch_Mean,AID1798,Enrichment factor 1%,2.7645719489981784,2.0 WELQRATE,SimilaritySearch_Mean,AID1798,Enrichment factor 5%,1.6641995614035088,2.0 WELQRATE,SimilaritySearch_Mean,AID1798,RIE,2.349926377346165,2.0 WELQRATE,SimilaritySearch_Mean,AID1798,AUPRC,0.0058075164009013394,2.0 WELQRATE,SimilaritySearch_Max,AID1798,AUROC,0.6128974154230226,2.0 WELQRATE,SimilaritySearch_Max,AID1798,BEDROC,0.20367283302722491,2.0 WELQRATE,SimilaritySearch_Max,AID1798,Enrichment factor 1%,5.529143897996357,2.0 WELQRATE,SimilaritySearch_Max,AID1798,Enrichment factor 5%,5.547331871345029,2.0 WELQRATE,SimilaritySearch_Max,AID1798,RIE,3.9550344354415508,2.0 WELQRATE,SimilaritySearch_Max,AID1798,AUPRC,0.037570288375638916,2.0 WELQRATE,LightGBM_Ranker,AID1798,AUROC,0.6496135983993245,2.0 WELQRATE,LightGBM_Ranker,AID1798,BEDROC,0.1957351256832906,2.0 WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 1%,13.822859744990893,2.0 WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 5%,4.437865497076023,2.0 WELQRATE,LightGBM_Ranker,AID1798,RIE,3.8008955398412327,2.0 WELQRATE,LightGBM_Ranker,AID1798,AUPRC,0.011057773939471898,2.0 WELQRATE,LightGBM_Ranker,AID1798,accuracy,0.5009883050568276,2.0 WELQRATE,LightGBM_Ranker,AID1798,F1 score,0.007859832978549206,2.0 WELQRATE,LightGBM_Ranker,AID1798,recall,0.6666666666666666,2.0 WELQRATE,LightGBM_Ranker,AID1798,precision,0.003953220227310163,2.0 WELQRATE,LightGBM_Ranker,AID1798,MCC,0.01817731196880788,2.0 WELQRATE,RandomForest,AID1798,AUROC,0.610958018885381,3.0 WELQRATE,RandomForest,AID1798,BEDROC,0.14574358664542775,3.0 WELQRATE,RandomForest,AID1798,Enrichment factor 1%,3.4318824194460147,3.0 WELQRATE,RandomForest,AID1798,Enrichment factor 5%,2.75453720508167,3.0 WELQRATE,RandomForest,AID1798,RIE,2.846348273060912,3.0 WELQRATE,RandomForest,AID1798,AUPRC,0.004526374732354116,3.0 WELQRATE,RandomForest,AID1798,accuracy,0.9975292373579312,3.0 WELQRATE,RandomForest,AID1798,F1 score,0.0,3.0 WELQRATE,RandomForest,AID1798,recall,0.0,3.0 WELQRATE,RandomForest,AID1798,precision,0.0,3.0 WELQRATE,RandomForest,AID1798,MCC,-0.0004440643519157626,3.0 WELQRATE,LogisticRegression,AID1798,AUROC,0.6595621119515369,3.0 WELQRATE,LogisticRegression,AID1798,BEDROC,0.16017192607223527,3.0 WELQRATE,LogisticRegression,AID1798,Enrichment factor 1%,6.863764838892029,3.0 WELQRATE,LogisticRegression,AID1798,Enrichment factor 5%,3.443171506352087,3.0 WELQRATE,LogisticRegression,AID1798,RIE,3.128131364493453,3.0 WELQRATE,LogisticRegression,AID1798,AUPRC,0.00971930063639952,3.0 WELQRATE,LogisticRegression,AID1798,accuracy,0.9976115961126668,3.0 WELQRATE,LogisticRegression,AID1798,F1 score,0.0,3.0 WELQRATE,LogisticRegression,AID1798,recall,0.0,3.0 WELQRATE,LogisticRegression,AID1798,precision,0.0,3.0 WELQRATE,LogisticRegression,AID1798,MCC,0.0,3.0 WELQRATE,SimilaritySearch_Mean,AID1798,AUROC,0.5231597855823182,3.0 WELQRATE,SimilaritySearch_Mean,AID1798,BEDROC,0.0832276832796055,3.0 WELQRATE,SimilaritySearch_Mean,AID1798,Enrichment factor 1%,0.0,3.0 WELQRATE,SimilaritySearch_Mean,AID1798,Enrichment factor 5%,1.377268602540835,3.0 WELQRATE,SimilaritySearch_Mean,AID1798,RIE,1.625422982005627,3.0 WELQRATE,SimilaritySearch_Mean,AID1798,AUPRC,0.0033316346871481465,3.0 WELQRATE,SimilaritySearch_Max,AID1798,AUROC,0.4769868223652559,3.0 WELQRATE,SimilaritySearch_Max,AID1798,BEDROC,0.07611946458166105,3.0 WELQRATE,SimilaritySearch_Max,AID1798,Enrichment factor 1%,0.0,3.0 WELQRATE,SimilaritySearch_Max,AID1798,Enrichment factor 5%,1.377268602540835,3.0 WELQRATE,SimilaritySearch_Max,AID1798,RIE,1.4866006421621452,3.0 WELQRATE,SimilaritySearch_Max,AID1798,AUPRC,0.002945633867141335,3.0 WELQRATE,LightGBM_Ranker,AID1798,AUROC,0.5306154402366223,3.0 WELQRATE,LightGBM_Ranker,AID1798,BEDROC,0.06117414170990689,3.0 WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 1%,3.4318824194460147,3.0 WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 5%,1.377268602540835,3.0 WELQRATE,LightGBM_Ranker,AID1798,RIE,1.1947209492408803,3.0 WELQRATE,LightGBM_Ranker,AID1798,AUPRC,0.002961300498040873,3.0 WELQRATE,LightGBM_Ranker,AID1798,accuracy,0.5000823587547356,3.0 WELQRATE,LightGBM_Ranker,AID1798,F1 score,0.004918032786885246,3.0 WELQRATE,LightGBM_Ranker,AID1798,recall,0.5172413793103449,3.0 WELQRATE,LightGBM_Ranker,AID1798,precision,0.002470762642068852,3.0 WELQRATE,LightGBM_Ranker,AID1798,MCC,0.0016872333162830412,3.0 WELQRATE,RandomForest,AID1798,AUROC,0.6596162003205448,4.0 WELQRATE,RandomForest,AID1798,BEDROC,0.19985603707688898,4.0 WELQRATE,RandomForest,AID1798,Enrichment factor 1%,6.863764838892029,4.0 WELQRATE,RandomForest,AID1798,Enrichment factor 5%,6.197708711433757,4.0 WELQRATE,RandomForest,AID1798,RIE,3.903155513070592,4.0 WELQRATE,RandomForest,AID1798,AUPRC,0.010887701553116615,4.0 WELQRATE,RandomForest,AID1798,accuracy,0.9975292373579312,4.0 WELQRATE,RandomForest,AID1798,F1 score,0.0,4.0 WELQRATE,RandomForest,AID1798,recall,0.0,4.0 WELQRATE,RandomForest,AID1798,precision,0.0,4.0 WELQRATE,RandomForest,AID1798,MCC,-0.0004440643519157626,4.0 WELQRATE,LogisticRegression,AID1798,AUROC,0.7361825567856706,4.0 WELQRATE,LogisticRegression,AID1798,BEDROC,0.20658352984623055,4.0 WELQRATE,LogisticRegression,AID1798,Enrichment factor 1%,13.727529677784059,4.0 WELQRATE,LogisticRegression,AID1798,Enrichment factor 5%,3.443171506352087,4.0 WELQRATE,LogisticRegression,AID1798,RIE,4.034542338266357,4.0 WELQRATE,LogisticRegression,AID1798,AUPRC,0.015200662334365412,4.0 WELQRATE,LogisticRegression,AID1798,accuracy,0.9976115961126668,4.0 WELQRATE,LogisticRegression,AID1798,F1 score,0.0,4.0 WELQRATE,LogisticRegression,AID1798,recall,0.0,4.0 WELQRATE,LogisticRegression,AID1798,precision,0.0,4.0 WELQRATE,LogisticRegression,AID1798,MCC,0.0,4.0 WELQRATE,SimilaritySearch_Mean,AID1798,AUROC,0.5731488255707036,4.0 WELQRATE,SimilaritySearch_Mean,AID1798,BEDROC,0.17126879096046507,4.0 WELQRATE,SimilaritySearch_Mean,AID1798,Enrichment factor 1%,6.863764838892029,4.0 WELQRATE,SimilaritySearch_Mean,AID1798,Enrichment factor 5%,4.131805807622505,4.0 WELQRATE,SimilaritySearch_Mean,AID1798,RIE,3.3448513071643955,4.0 WELQRATE,SimilaritySearch_Mean,AID1798,AUPRC,0.008662906219587343,4.0 WELQRATE,SimilaritySearch_Max,AID1798,AUROC,0.5766574526655601,4.0 WELQRATE,SimilaritySearch_Max,AID1798,BEDROC,0.1451959267784154,4.0 WELQRATE,SimilaritySearch_Max,AID1798,Enrichment factor 1%,6.863764838892029,4.0 WELQRATE,SimilaritySearch_Max,AID1798,Enrichment factor 5%,2.75453720508167,4.0 WELQRATE,SimilaritySearch_Max,AID1798,RIE,2.8356525661042573,4.0 WELQRATE,SimilaritySearch_Max,AID1798,AUPRC,0.010291290603805054,4.0 WELQRATE,LightGBM_Ranker,AID1798,AUROC,0.6376349718313468,4.0 WELQRATE,LightGBM_Ranker,AID1798,BEDROC,0.131984810807292,4.0 WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 1%,3.4318824194460147,4.0 WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 5%,3.443171506352087,4.0 WELQRATE,LightGBM_Ranker,AID1798,RIE,2.577641648181136,4.0 WELQRATE,LightGBM_Ranker,AID1798,AUPRC,0.004867561285037872,4.0 WELQRATE,LightGBM_Ranker,AID1798,accuracy,0.500905946302092,4.0 WELQRATE,LightGBM_Ranker,AID1798,F1 score,0.006557377049180328,4.0 WELQRATE,LightGBM_Ranker,AID1798,recall,0.6896551724137931,4.0 WELQRATE,LightGBM_Ranker,AID1798,precision,0.003294350189425136,4.0 WELQRATE,LightGBM_Ranker,AID1798,MCC,0.018559566479113453,4.0 WELQRATE,RandomForest,AID1798,AUROC,0.6295109235629682,5.0 WELQRATE,RandomForest,AID1798,BEDROC,0.21188877579822452,5.0 WELQRATE,RandomForest,AID1798,Enrichment factor 1%,10.759415152857775,5.0 WELQRATE,RandomForest,AID1798,Enrichment factor 5%,5.397403982930299,5.0 WELQRATE,RandomForest,AID1798,RIE,4.111222871575021,5.0 WELQRATE,RandomForest,AID1798,AUPRC,0.014100022423641084,5.0 WELQRATE,RandomForest,AID1798,accuracy,0.9969527260747818,5.0 WELQRATE,RandomForest,AID1798,F1 score,0.0,5.0 WELQRATE,RandomForest,AID1798,recall,0.0,5.0 WELQRATE,RandomForest,AID1798,precision,0.0,5.0 WELQRATE,RandomForest,AID1798,MCC,0.0,5.0 WELQRATE,LogisticRegression,AID1798,AUROC,0.6985967380019424,5.0 WELQRATE,LogisticRegression,AID1798,BEDROC,0.15316536339460013,5.0 WELQRATE,LogisticRegression,AID1798,Enrichment factor 1%,10.759415152857775,5.0 WELQRATE,LogisticRegression,AID1798,Enrichment factor 5%,2.6987019914651493,5.0 WELQRATE,LogisticRegression,AID1798,RIE,2.97182776786945,5.0 WELQRATE,LogisticRegression,AID1798,AUPRC,0.013620028950451134,5.0 WELQRATE,LogisticRegression,AID1798,accuracy,0.9969527260747818,5.0 WELQRATE,LogisticRegression,AID1798,F1 score,0.0,5.0 WELQRATE,LogisticRegression,AID1798,recall,0.0,5.0 WELQRATE,LogisticRegression,AID1798,precision,0.0,5.0 WELQRATE,LogisticRegression,AID1798,MCC,0.0,5.0 WELQRATE,SimilaritySearch_Mean,AID1798,AUROC,0.5767016086718689,5.0 WELQRATE,SimilaritySearch_Mean,AID1798,BEDROC,0.10703246357834521,5.0 WELQRATE,SimilaritySearch_Mean,AID1798,Enrichment factor 1%,2.6898537882144438,5.0 WELQRATE,SimilaritySearch_Mean,AID1798,Enrichment factor 5%,2.1589615931721196,5.0 WELQRATE,SimilaritySearch_Mean,AID1798,RIE,2.076723106561718,5.0 WELQRATE,SimilaritySearch_Mean,AID1798,AUPRC,0.005113683573322877,5.0 WELQRATE,SimilaritySearch_Max,AID1798,AUROC,0.5163434810274959,5.0 WELQRATE,SimilaritySearch_Max,AID1798,BEDROC,0.10904649696006634,5.0 WELQRATE,SimilaritySearch_Max,AID1798,Enrichment factor 1%,2.6898537882144438,5.0 WELQRATE,SimilaritySearch_Max,AID1798,Enrichment factor 5%,2.1589615931721196,5.0 WELQRATE,SimilaritySearch_Max,AID1798,RIE,2.1158008726503077,5.0 WELQRATE,SimilaritySearch_Max,AID1798,AUPRC,0.009578974756636226,5.0 WELQRATE,LightGBM_Ranker,AID1798,AUROC,0.5848130658539581,5.0 WELQRATE,LightGBM_Ranker,AID1798,BEDROC,0.06303378527166145,5.0 WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 1%,0.0,5.0 WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 5%,0.5397403982930299,5.0 WELQRATE,LightGBM_Ranker,AID1798,RIE,1.22302819034023,5.0 WELQRATE,LightGBM_Ranker,AID1798,AUPRC,0.004141232427129059,5.0 WELQRATE,LightGBM_Ranker,AID1798,accuracy,0.500905946302092,5.0 WELQRATE,LightGBM_Ranker,AID1798,F1 score,0.007858546168958742,5.0 WELQRATE,LightGBM_Ranker,AID1798,recall,0.6486486486486487,5.0 WELQRATE,LightGBM_Ranker,AID1798,precision,0.003953220227310163,5.0 WELQRATE,LightGBM_Ranker,AID1798,MCC,0.016436503109569935,5.0 WELQRATE,RandomForest,AID1843,AUROC,0.6619649147160382,1.0 WELQRATE,RandomForest,AID1843,BEDROC,0.3974243408209737,1.0 WELQRATE,RandomForest,AID1843,Enrichment factor 1%,15.987798960138647,1.0 WELQRATE,RandomForest,AID1843,Enrichment factor 5%,7.9994450225459595,1.0 WELQRATE,RandomForest,AID1843,RIE,7.914121137766871,1.0 WELQRATE,RandomForest,AID1843,AUPRC,0.002010935779861673,1.0 WELQRATE,RandomForest,AID1843,accuracy,0.9995663937838213,1.0 WELQRATE,RandomForest,AID1843,F1 score,0.0,1.0 WELQRATE,RandomForest,AID1843,recall,0.0,1.0 WELQRATE,RandomForest,AID1843,precision,0.0,1.0 WELQRATE,RandomForest,AID1843,MCC,0.0,1.0 WELQRATE,LogisticRegression,AID1843,AUROC,0.8070226093595461,1.0 WELQRATE,LogisticRegression,AID1843,BEDROC,0.38382657440887863,1.0 WELQRATE,LogisticRegression,AID1843,Enrichment factor 1%,19.984748700173313,1.0 WELQRATE,LogisticRegression,AID1843,Enrichment factor 5%,9.59933402705515,1.0 WELQRATE,LogisticRegression,AID1843,RIE,7.643341623348866,1.0 WELQRATE,LogisticRegression,AID1843,AUPRC,0.009547203604642243,1.0 WELQRATE,LogisticRegression,AID1843,accuracy,0.9995663937838213,1.0 WELQRATE,LogisticRegression,AID1843,F1 score,0.0,1.0 WELQRATE,LogisticRegression,AID1843,recall,0.0,1.0 WELQRATE,LogisticRegression,AID1843,precision,0.0,1.0 WELQRATE,LogisticRegression,AID1843,MCC,0.0,1.0 WELQRATE,SimilaritySearch_Mean,AID1843,AUROC,0.6331925526192501,1.0 WELQRATE,SimilaritySearch_Mean,AID1843,BEDROC,0.17536041245141232,1.0 WELQRATE,SimilaritySearch_Mean,AID1843,Enrichment factor 1%,7.993899480069324,1.0 WELQRATE,SimilaritySearch_Mean,AID1843,Enrichment factor 5%,3.1997780090183836,1.0 WELQRATE,SimilaritySearch_Mean,AID1843,RIE,3.4920446826088396,1.0 WELQRATE,SimilaritySearch_Mean,AID1843,AUPRC,0.001711184489134112,1.0 WELQRATE,SimilaritySearch_Max,AID1843,AUROC,0.730449584425049,1.0 WELQRATE,SimilaritySearch_Max,AID1843,BEDROC,0.2142653175369228,1.0 WELQRATE,SimilaritySearch_Max,AID1843,Enrichment factor 1%,7.993899480069324,1.0 WELQRATE,SimilaritySearch_Max,AID1843,Enrichment factor 5%,3.9997225112729797,1.0 WELQRATE,SimilaritySearch_Max,AID1843,RIE,4.266778634367461,1.0 WELQRATE,SimilaritySearch_Max,AID1843,AUPRC,0.0018412810789915676,1.0 WELQRATE,LightGBM_Ranker,AID1843,AUROC,0.6956783675452447,1.0 WELQRATE,LightGBM_Ranker,AID1843,BEDROC,0.191227915572241,1.0 WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 1%,3.996949740034662,1.0 WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 5%,3.1997780090183836,1.0 WELQRATE,LightGBM_Ranker,AID1843,RIE,3.8080226645708173,1.0 WELQRATE,LightGBM_Ranker,AID1843,AUPRC,0.0036605359996925955,1.0 WELQRATE,LightGBM_Ranker,AID1843,accuracy,0.5001560982378244,1.0 WELQRATE,LightGBM_Ranker,AID1843,F1 score,0.001178386996152913,1.0 WELQRATE,LightGBM_Ranker,AID1843,recall,0.68,1.0 WELQRATE,LightGBM_Ranker,AID1843,precision,0.0005897044540030526,1.0 WELQRATE,LightGBM_Ranker,AID1843,MCC,0.007497982585117932,1.0 WELQRATE,RandomForest,AID1843,AUROC,0.5707939262472885,2.0 WELQRATE,RandomForest,AID1843,BEDROC,0.297967190415696,2.0 WELQRATE,RandomForest,AID1843,Enrichment factor 1%,9.670039693632248,2.0 WELQRATE,RandomForest,AID1843,Enrichment factor 5%,4.515815738534009,2.0 WELQRATE,RandomForest,AID1843,RIE,5.927416688672014,2.0 WELQRATE,RandomForest,AID1843,AUPRC,0.0019054819700927953,2.0 WELQRATE,RandomForest,AID1843,accuracy,0.9994449840432913,2.0 WELQRATE,RandomForest,AID1843,F1 score,0.0,2.0 WELQRATE,RandomForest,AID1843,recall,0.0,2.0 WELQRATE,RandomForest,AID1843,precision,0.0,2.0 WELQRATE,RandomForest,AID1843,MCC,-9.65954988091982e-05,2.0 WELQRATE,LogisticRegression,AID1843,AUROC,0.8060594779931426,2.0 WELQRATE,LogisticRegression,AID1843,BEDROC,0.2755957205186766,2.0 WELQRATE,LogisticRegression,AID1843,Enrichment factor 1%,12.89338625817633,2.0 WELQRATE,LogisticRegression,AID1843,Enrichment factor 5%,6.451165340762871,2.0 WELQRATE,LogisticRegression,AID1843,RIE,5.482384391976793,2.0 WELQRATE,LogisticRegression,AID1843,AUPRC,0.016308166377739818,2.0 WELQRATE,LogisticRegression,AID1843,accuracy,0.9994623282919384,2.0 WELQRATE,LogisticRegression,AID1843,F1 score,0.0,2.0 WELQRATE,LogisticRegression,AID1843,recall,0.0,2.0 WELQRATE,LogisticRegression,AID1843,precision,0.0,2.0 WELQRATE,LogisticRegression,AID1843,MCC,0.0,2.0 WELQRATE,SimilaritySearch_Mean,AID1843,AUROC,0.5851999160310685,2.0 WELQRATE,SimilaritySearch_Mean,AID1843,BEDROC,0.1305303666813527,2.0 WELQRATE,SimilaritySearch_Mean,AID1843,Enrichment factor 1%,6.446693129088165,2.0 WELQRATE,SimilaritySearch_Mean,AID1843,Enrichment factor 5%,2.580466136305148,2.0 WELQRATE,SimilaritySearch_Mean,AID1843,RIE,2.59662105651843,2.0 WELQRATE,SimilaritySearch_Mean,AID1843,AUPRC,0.0038750985633640963,2.0 WELQRATE,SimilaritySearch_Max,AID1843,AUROC,0.6053689734798124,2.0 WELQRATE,SimilaritySearch_Max,AID1843,BEDROC,0.18260671313568677,2.0 WELQRATE,SimilaritySearch_Max,AID1843,Enrichment factor 1%,9.670039693632248,2.0 WELQRATE,SimilaritySearch_Max,AID1843,Enrichment factor 5%,4.515815738534009,2.0 WELQRATE,SimilaritySearch_Max,AID1843,RIE,3.6325680091661874,2.0 WELQRATE,SimilaritySearch_Max,AID1843,AUPRC,0.001767225981618009,2.0 WELQRATE,LightGBM_Ranker,AID1843,AUROC,0.6931834021412078,2.0 WELQRATE,LightGBM_Ranker,AID1843,BEDROC,0.17410448387322106,2.0 WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 1%,6.446693129088165,2.0 WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 5%,3.870699204457722,2.0 WELQRATE,LightGBM_Ranker,AID1843,RIE,3.4634344371156294,2.0 WELQRATE,LightGBM_Ranker,AID1843,AUPRC,0.0037702239136497904,2.0 WELQRATE,LightGBM_Ranker,AID1843,accuracy,0.5002948522270015,2.0 WELQRATE,LightGBM_Ranker,AID1843,F1 score,0.0015940672973628583,2.0 WELQRATE,LightGBM_Ranker,AID1843,recall,0.7419354838709677,2.0 WELQRATE,LightGBM_Ranker,AID1843,precision,0.0007978907930340665,2.0 WELQRATE,LightGBM_Ranker,AID1843,MCC,0.01122450527256243,2.0 WELQRATE,RandomForest,AID1843,AUROC,0.703055941224112,3.0 WELQRATE,RandomForest,AID1843,BEDROC,0.48132943381905946,3.0 WELQRATE,RandomForest,AID1843,Enrichment factor 1%,24.980935875216637,3.0 WELQRATE,RandomForest,AID1843,Enrichment factor 5%,9.443789262727869,3.0 WELQRATE,RandomForest,AID1843,RIE,9.566730402948783,3.0 WELQRATE,RandomForest,AID1843,AUPRC,0.019888071135424686,3.0 WELQRATE,RandomForest,AID1843,accuracy,0.9993756070487027,3.0 WELQRATE,RandomForest,AID1843,F1 score,0.0,3.0 WELQRATE,RandomForest,AID1843,recall,0.0,3.0 WELQRATE,RandomForest,AID1843,precision,0.0,3.0 WELQRATE,RandomForest,AID1843,MCC,0.0,3.0 WELQRATE,LogisticRegression,AID1843,AUROC,0.9354159435381233,3.0 WELQRATE,LogisticRegression,AID1843,BEDROC,0.5584058543720097,3.0 WELQRATE,LogisticRegression,AID1843,Enrichment factor 1%,27.756595416907377,3.0 WELQRATE,LogisticRegression,AID1843,Enrichment factor 5%,13.332408370909931,3.0 WELQRATE,LogisticRegression,AID1843,RIE,11.098673560479261,3.0 WELQRATE,LogisticRegression,AID1843,AUPRC,0.04196903033337691,3.0 WELQRATE,LogisticRegression,AID1843,accuracy,0.9993756070487027,3.0 WELQRATE,LogisticRegression,AID1843,F1 score,0.0,3.0 WELQRATE,LogisticRegression,AID1843,recall,0.0,3.0 WELQRATE,LogisticRegression,AID1843,precision,0.0,3.0 WELQRATE,LogisticRegression,AID1843,MCC,0.0,3.0 WELQRATE,SimilaritySearch_Mean,AID1843,AUROC,0.7214224420532993,3.0 WELQRATE,SimilaritySearch_Mean,AID1843,BEDROC,0.14533632180463044,3.0 WELQRATE,SimilaritySearch_Mean,AID1843,Enrichment factor 1%,2.7756595416907377,3.0 WELQRATE,SimilaritySearch_Mean,AID1843,Enrichment factor 5%,2.7775850772729025,3.0 WELQRATE,SimilaritySearch_Mean,AID1843,RIE,2.888652396273968,3.0 WELQRATE,SimilaritySearch_Mean,AID1843,AUPRC,0.029243908551145125,3.0 WELQRATE,SimilaritySearch_Max,AID1843,AUROC,0.8088807416406341,3.0 WELQRATE,SimilaritySearch_Max,AID1843,BEDROC,0.38188159472364225,3.0 WELQRATE,SimilaritySearch_Max,AID1843,Enrichment factor 1%,22.2052763335259,3.0 WELQRATE,SimilaritySearch_Max,AID1843,Enrichment factor 5%,9.443789262727869,3.0 WELQRATE,SimilaritySearch_Max,AID1843,RIE,7.590140992848253,3.0 WELQRATE,SimilaritySearch_Max,AID1843,AUPRC,0.01075665082634264,3.0 WELQRATE,LightGBM_Ranker,AID1843,AUROC,0.733176173396583,3.0 WELQRATE,LightGBM_Ranker,AID1843,BEDROC,0.33439538954798875,3.0 WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 1%,16.653957250144426,3.0 WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 5%,7.221721200909546,3.0 WELQRATE,LightGBM_Ranker,AID1843,RIE,6.646322292212625,3.0 WELQRATE,LightGBM_Ranker,AID1843,AUPRC,0.016896154757428877,3.0 WELQRATE,LightGBM_Ranker,AID1843,accuracy,0.5003121964756487,3.0 WELQRATE,LightGBM_Ranker,AID1843,F1 score,0.0018708425720620843,3.0 WELQRATE,LightGBM_Ranker,AID1843,recall,0.75,3.0 WELQRATE,LightGBM_Ranker,AID1843,precision,0.0009365894269460247,3.0 WELQRATE,LightGBM_Ranker,AID1843,MCC,0.012497830426087972,3.0 WELQRATE,RandomForest,AID1843,AUROC,0.6543214992363232,4.0 WELQRATE,RandomForest,AID1843,BEDROC,0.4313641895237432,4.0 WELQRATE,RandomForest,AID1843,Enrichment factor 1%,22.48284228769497,4.0 WELQRATE,RandomForest,AID1843,Enrichment factor 5%,7.499479708636836,4.0 WELQRATE,RandomForest,AID1843,RIE,8.567706202435575,4.0 WELQRATE,RandomForest,AID1843,AUPRC,0.008884327695894997,4.0 WELQRATE,RandomForest,AID1843,accuracy,0.9992888858054669,4.0 WELQRATE,RandomForest,AID1843,F1 score,0.0,4.0 WELQRATE,RandomForest,AID1843,recall,0.0,4.0 WELQRATE,RandomForest,AID1843,precision,0.0,4.0 WELQRATE,RandomForest,AID1843,MCC,-0.00010973368292667807,4.0 WELQRATE,LogisticRegression,AID1843,AUROC,0.8383821334351569,4.0 WELQRATE,LogisticRegression,AID1843,BEDROC,0.3364113970958295,4.0 WELQRATE,LogisticRegression,AID1843,Enrichment factor 1%,14.988561525129985,4.0 WELQRATE,LogisticRegression,AID1843,Enrichment factor 5%,8.499410336455082,4.0 WELQRATE,LogisticRegression,AID1843,RIE,6.681764706967723,4.0 WELQRATE,LogisticRegression,AID1843,AUPRC,0.020740154340001985,4.0 WELQRATE,LogisticRegression,AID1843,accuracy,0.999306230054114,4.0 WELQRATE,LogisticRegression,AID1843,F1 score,0.0,4.0 WELQRATE,LogisticRegression,AID1843,recall,0.0,4.0 WELQRATE,LogisticRegression,AID1843,precision,0.0,4.0 WELQRATE,LogisticRegression,AID1843,MCC,0.0,4.0 WELQRATE,SimilaritySearch_Mean,AID1843,AUROC,0.6443895792835324,4.0 WELQRATE,SimilaritySearch_Mean,AID1843,BEDROC,0.15095412847617107,4.0 WELQRATE,SimilaritySearch_Mean,AID1843,Enrichment factor 1%,4.996187175043327,4.0 WELQRATE,SimilaritySearch_Mean,AID1843,Enrichment factor 5%,2.9997918834547344,4.0 WELQRATE,SimilaritySearch_Mean,AID1843,RIE,2.998233663986824,4.0 WELQRATE,SimilaritySearch_Mean,AID1843,AUPRC,0.0017410543304613407,4.0 WELQRATE,SimilaritySearch_Max,AID1843,AUROC,0.7448540769925021,4.0 WELQRATE,SimilaritySearch_Max,AID1843,BEDROC,0.27638759189108053,4.0 WELQRATE,SimilaritySearch_Max,AID1843,Enrichment factor 1%,12.490467937608319,4.0 WELQRATE,SimilaritySearch_Max,AID1843,Enrichment factor 5%,6.999514394727714,4.0 WELQRATE,SimilaritySearch_Max,AID1843,RIE,5.489578757960952,4.0 WELQRATE,SimilaritySearch_Max,AID1843,AUPRC,0.006895808970744629,4.0 WELQRATE,LightGBM_Ranker,AID1843,AUROC,0.6943160320049986,4.0 WELQRATE,LightGBM_Ranker,AID1843,BEDROC,0.23804366519419726,4.0 WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 1%,17.486655112651647,4.0 WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 5%,4.499687825182102,4.0 WELQRATE,LightGBM_Ranker,AID1843,RIE,4.7279960745266605,4.0 WELQRATE,LightGBM_Ranker,AID1843,AUPRC,0.0217360390538194,4.0 WELQRATE,LightGBM_Ranker,AID1843,accuracy,0.5003815734702373,4.0 WELQRATE,LightGBM_Ranker,AID1843,F1 score,0.0020785699438786117,4.0 WELQRATE,LightGBM_Ranker,AID1843,recall,0.75,4.0 WELQRATE,LightGBM_Ranker,AID1843,precision,0.0010407271213487823,4.0 WELQRATE,LightGBM_Ranker,AID1843,MCC,0.01317615529891437,4.0 WELQRATE,RandomForest,AID1843,AUROC,0.6803010807071826,5.0 WELQRATE,RandomForest,AID1843,BEDROC,0.44882358919378357,5.0 WELQRATE,RandomForest,AID1843,Enrichment factor 1%,25.694676900222827,5.0 WELQRATE,RandomForest,AID1843,Enrichment factor 5%,8.570833952727813,5.0 WELQRATE,RandomForest,AID1843,RIE,8.922200128740768,5.0 WELQRATE,RandomForest,AID1843,AUPRC,0.013266632341623036,5.0 WELQRATE,RandomForest,AID1843,accuracy,0.9993756070487027,5.0 WELQRATE,RandomForest,AID1843,F1 score,0.0,5.0 WELQRATE,RandomForest,AID1843,recall,0.0,5.0 WELQRATE,RandomForest,AID1843,precision,0.0,5.0 WELQRATE,RandomForest,AID1843,MCC,-0.00010264200771063996,5.0 WELQRATE,LogisticRegression,AID1843,AUROC,0.8372825383602703,5.0 WELQRATE,LogisticRegression,AID1843,BEDROC,0.4499492369301463,5.0 WELQRATE,LogisticRegression,AID1843,Enrichment factor 1%,31.40460510027234,5.0 WELQRATE,LogisticRegression,AID1843,Enrichment factor 5%,10.285000743273377,5.0 WELQRATE,LogisticRegression,AID1843,RIE,8.944576970273646,5.0 WELQRATE,LogisticRegression,AID1843,AUPRC,0.036852386622923984,5.0 WELQRATE,LogisticRegression,AID1843,accuracy,0.9993929512973498,5.0 WELQRATE,LogisticRegression,AID1843,F1 score,0.0,5.0 WELQRATE,LogisticRegression,AID1843,recall,0.0,5.0 WELQRATE,LogisticRegression,AID1843,precision,0.0,5.0 WELQRATE,LogisticRegression,AID1843,MCC,0.0,5.0 WELQRATE,SimilaritySearch_Mean,AID1843,AUROC,0.6461508329056619,5.0 WELQRATE,SimilaritySearch_Mean,AID1843,BEDROC,0.22592571039912934,5.0 WELQRATE,SimilaritySearch_Mean,AID1843,Enrichment factor 1%,14.274820500123793,5.0 WELQRATE,SimilaritySearch_Mean,AID1843,Enrichment factor 5%,4.571111441454834,5.0 WELQRATE,SimilaritySearch_Mean,AID1843,RIE,4.491195338628206,5.0 WELQRATE,SimilaritySearch_Mean,AID1843,AUPRC,0.004244137599429756,5.0 WELQRATE,SimilaritySearch_Max,AID1843,AUROC,0.7440801592673306,5.0 WELQRATE,SimilaritySearch_Max,AID1843,BEDROC,0.2741470812134989,5.0 WELQRATE,SimilaritySearch_Max,AID1843,Enrichment factor 1%,14.274820500123793,5.0 WELQRATE,SimilaritySearch_Max,AID1843,Enrichment factor 5%,6.285278232000397,5.0 WELQRATE,SimilaritySearch_Max,AID1843,RIE,5.449791832321667,5.0 WELQRATE,SimilaritySearch_Max,AID1843,AUPRC,0.004817158758132818,5.0 WELQRATE,LightGBM_Ranker,AID1843,AUROC,0.81334706840512,5.0 WELQRATE,LightGBM_Ranker,AID1843,BEDROC,0.34212672383673154,5.0 WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 1%,25.694676900222827,5.0 WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 5%,6.856667162182251,5.0 WELQRATE,LightGBM_Ranker,AID1843,RIE,6.801164594245447,5.0 WELQRATE,LightGBM_Ranker,AID1843,AUPRC,0.09857605764857763,5.0 WELQRATE,LightGBM_Ranker,AID1843,accuracy,0.5005550159567087,5.0 WELQRATE,LightGBM_Ranker,AID1843,F1 score,0.0022867438153974084,5.0 WELQRATE,LightGBM_Ranker,AID1843,recall,0.9428571428571428,5.0 WELQRATE,LightGBM_Ranker,AID1843,precision,0.0011447601207201581,5.0 WELQRATE,LightGBM_Ranker,AID1843,MCC,0.021830027607139472,5.0 WELQRATE,RandomForest,AID2258,AUROC,0.7405470440578206,1.0 WELQRATE,RandomForest,AID2258,BEDROC,0.4333634354097888,1.0 WELQRATE,RandomForest,AID2258,Enrichment factor 1%,25.961830742659757,1.0 WELQRATE,RandomForest,AID2258,Enrichment factor 5%,11.59899688689035,1.0 WELQRATE,RandomForest,AID2258,RIE,8.592742132109175,1.0 WELQRATE,RandomForest,AID2258,AUPRC,0.01634693971531405,1.0 WELQRATE,RandomForest,AID2258,accuracy,0.9991178759837412,1.0 WELQRATE,RandomForest,AID2258,F1 score,0.0,1.0 WELQRATE,RandomForest,AID2258,recall,0.0,1.0 WELQRATE,RandomForest,AID2258,precision,0.0,1.0 WELQRATE,RandomForest,AID2258,MCC,-0.00012235905220372466,1.0 WELQRATE,LogisticRegression,AID2258,AUROC,0.7767589370726219,1.0 WELQRATE,LogisticRegression,AID2258,BEDROC,0.31838631732632233,1.0 WELQRATE,LogisticRegression,AID2258,Enrichment factor 1%,15.97651122625216,1.0 WELQRATE,LogisticRegression,AID2258,Enrichment factor 5%,7.599342787962643,1.0 WELQRATE,LogisticRegression,AID2258,RIE,6.312972679319205,1.0 WELQRATE,LogisticRegression,AID2258,AUPRC,0.006372940343095341,1.0 WELQRATE,LogisticRegression,AID2258,accuracy,0.9991351725330796,1.0 WELQRATE,LogisticRegression,AID2258,F1 score,0.0,1.0 WELQRATE,LogisticRegression,AID2258,recall,0.0,1.0 WELQRATE,LogisticRegression,AID2258,precision,0.0,1.0 WELQRATE,LogisticRegression,AID2258,MCC,0.0,1.0 WELQRATE,SimilaritySearch_Mean,AID2258,AUROC,0.546674976196659,1.0 WELQRATE,SimilaritySearch_Mean,AID2258,BEDROC,0.10804996236516233,1.0 WELQRATE,SimilaritySearch_Mean,AID2258,Enrichment factor 1%,3.99412780656304,1.0 WELQRATE,SimilaritySearch_Mean,AID2258,Enrichment factor 5%,1.9998270494638533,1.0 WELQRATE,SimilaritySearch_Mean,AID2258,RIE,2.142417660680283,1.0 WELQRATE,SimilaritySearch_Mean,AID2258,AUPRC,0.001567969358898062,1.0 WELQRATE,SimilaritySearch_Max,AID2258,AUROC,0.6833946161170259,1.0 WELQRATE,SimilaritySearch_Max,AID2258,BEDROC,0.2502182183153371,1.0 WELQRATE,SimilaritySearch_Max,AID2258,Enrichment factor 1%,13.979447322970639,1.0 WELQRATE,SimilaritySearch_Max,AID2258,Enrichment factor 5%,5.99948114839156,1.0 WELQRATE,SimilaritySearch_Max,AID2258,RIE,4.96133374132469,1.0 WELQRATE,SimilaritySearch_Max,AID2258,AUPRC,0.008782456755004234,1.0 WELQRATE,LightGBM_Ranker,AID2258,AUROC,0.6543064139184627,1.0 WELQRATE,LightGBM_Ranker,AID2258,BEDROC,0.11300803022385626,1.0 WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 1%,3.99412780656304,1.0 WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 5%,2.399792459356624,1.0 WELQRATE,LightGBM_Ranker,AID2258,RIE,2.240726366251636,1.0 WELQRATE,LightGBM_Ranker,AID2258,AUPRC,0.002460279268003452,1.0 WELQRATE,LightGBM_Ranker,AID2258,accuracy,0.500423765458791,1.0 WELQRATE,LightGBM_Ranker,AID2258,F1 score,0.0025555133473771454,1.0 WELQRATE,LightGBM_Ranker,AID2258,recall,0.74,1.0 WELQRATE,LightGBM_Ranker,AID2258,precision,0.0012799667900508527,1.0 WELQRATE,LightGBM_Ranker,AID2258,MCC,0.014122432253376432,1.0 WELQRATE,RandomForest,AID2258,AUROC,0.7510293110769911,2.0 WELQRATE,RandomForest,AID2258,BEDROC,0.47521195510991865,2.0 WELQRATE,RandomForest,AID2258,Enrichment factor 1%,30.567304642064077,2.0 WELQRATE,RandomForest,AID2258,Enrichment factor 5%,9.795071262680098,2.0 WELQRATE,RandomForest,AID2258,RIE,9.424140988211922,2.0 WELQRATE,RandomForest,AID2258,AUPRC,0.07880578593355857,2.0 WELQRATE,RandomForest,AID2258,accuracy,0.9991697656317564,2.0 WELQRATE,RandomForest,AID2258,F1 score,0.04,2.0 WELQRATE,RandomForest,AID2258,recall,0.02040816326530612,2.0 WELQRATE,RandomForest,AID2258,precision,1.0,2.0 WELQRATE,RandomForest,AID2258,MCC,0.14279782706225042,2.0 WELQRATE,LogisticRegression,AID2258,AUROC,0.7747905518887956,2.0 WELQRATE,LogisticRegression,AID2258,BEDROC,0.2815316187118883,2.0 WELQRATE,LogisticRegression,AID2258,Enrichment factor 1%,14.26474216629657,2.0 WELQRATE,LogisticRegression,AID2258,Enrichment factor 5%,7.346303447010074,2.0 WELQRATE,LogisticRegression,AID2258,RIE,5.583179562094165,2.0 WELQRATE,LogisticRegression,AID2258,AUPRC,0.005142265788728732,2.0 WELQRATE,LogisticRegression,AID2258,accuracy,0.9991524690824181,2.0 WELQRATE,LogisticRegression,AID2258,F1 score,0.0,2.0 WELQRATE,LogisticRegression,AID2258,recall,0.0,2.0 WELQRATE,LogisticRegression,AID2258,precision,0.0,2.0 WELQRATE,LogisticRegression,AID2258,MCC,0.0,2.0 WELQRATE,SimilaritySearch_Mean,AID2258,AUROC,0.5331181324795957,2.0 WELQRATE,SimilaritySearch_Mean,AID2258,BEDROC,0.1459658155066984,2.0 WELQRATE,SimilaritySearch_Mean,AID2258,Enrichment factor 1%,4.075640618941877,2.0 WELQRATE,SimilaritySearch_Mean,AID2258,Enrichment factor 5%,2.856895784948362,2.0 WELQRATE,SimilaritySearch_Mean,AID2258,RIE,2.8947134508947583,2.0 WELQRATE,SimilaritySearch_Mean,AID2258,AUPRC,0.003865936165043672,2.0 WELQRATE,SimilaritySearch_Max,AID2258,AUROC,0.7436628565493295,2.0 WELQRATE,SimilaritySearch_Max,AID2258,BEDROC,0.376982844573468,2.0 WELQRATE,SimilaritySearch_Max,AID2258,Enrichment factor 1%,16.30256247576751,2.0 WELQRATE,SimilaritySearch_Max,AID2258,Enrichment factor 5%,8.978815324123424,2.0 WELQRATE,SimilaritySearch_Max,AID2258,RIE,7.476115538085736,2.0 WELQRATE,SimilaritySearch_Max,AID2258,AUPRC,0.0426481476466243,2.0 WELQRATE,LightGBM_Ranker,AID2258,AUROC,0.6716838589467571,2.0 WELQRATE,LightGBM_Ranker,AID2258,BEDROC,0.20204738699057526,2.0 WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 1%,14.26474216629657,2.0 WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 5%,4.081279692783374,2.0 WELQRATE,LightGBM_Ranker,AID2258,RIE,4.0068921923801915,2.0 WELQRATE,LightGBM_Ranker,AID2258,AUPRC,0.04797608788807743,2.0 WELQRATE,LightGBM_Ranker,AID2258,accuracy,0.500337282712099,2.0 WELQRATE,LightGBM_Ranker,AID2258,F1 score,0.002348390661693604,2.0 WELQRATE,LightGBM_Ranker,AID2258,recall,0.6938775510204082,2.0 WELQRATE,LightGBM_Ranker,AID2258,precision,0.0011761856989656485,2.0 WELQRATE,LightGBM_Ranker,AID2258,MCC,0.011293765999143508,2.0 WELQRATE,RandomForest,AID2258,AUROC,0.6855531355578965,3.0 WELQRATE,RandomForest,AID2258,BEDROC,0.42154364194218336,3.0 WELQRATE,RandomForest,AID2258,Enrichment factor 1%,30.724060050484923,3.0 WELQRATE,RandomForest,AID2258,Enrichment factor 5%,9.229970997525477,3.0 WELQRATE,RandomForest,AID2258,RIE,8.355496519647359,3.0 WELQRATE,RandomForest,AID2258,AUPRC,0.04434366751567009,3.0 WELQRATE,RandomForest,AID2258,accuracy,0.9990659863357261,3.0 WELQRATE,RandomForest,AID2258,F1 score,0.0,3.0 WELQRATE,RandomForest,AID2258,recall,0.0,3.0 WELQRATE,RandomForest,AID2258,precision,0.0,3.0 WELQRATE,RandomForest,AID2258,MCC,-0.0001764733159392928,3.0 WELQRATE,LogisticRegression,AID2258,AUROC,0.8252001880362595,3.0 WELQRATE,LogisticRegression,AID2258,BEDROC,0.3768920453415356,3.0 WELQRATE,LogisticRegression,AID2258,Enrichment factor 1%,24.963298791019,3.0 WELQRATE,LogisticRegression,AID2258,Enrichment factor 5%,8.460806747731688,3.0 WELQRATE,LogisticRegression,AID2258,RIE,7.470448754682493,3.0 WELQRATE,LogisticRegression,AID2258,AUPRC,0.011579351349809468,3.0 WELQRATE,LogisticRegression,AID2258,accuracy,0.9991005794344029,3.0 WELQRATE,LogisticRegression,AID2258,F1 score,0.0,3.0 WELQRATE,LogisticRegression,AID2258,recall,0.0,3.0 WELQRATE,LogisticRegression,AID2258,precision,0.0,3.0 WELQRATE,LogisticRegression,AID2258,MCC,0.0,3.0 WELQRATE,SimilaritySearch_Mean,AID2258,AUROC,0.612815097234189,3.0 WELQRATE,SimilaritySearch_Mean,AID2258,BEDROC,0.20617438078249203,3.0 WELQRATE,SimilaritySearch_Mean,AID2258,Enrichment factor 1%,11.521522518931846,3.0 WELQRATE,SimilaritySearch_Mean,AID2258,Enrichment factor 5%,4.614985498762739,3.0 WELQRATE,SimilaritySearch_Mean,AID2258,RIE,4.086621546680455,3.0 WELQRATE,SimilaritySearch_Mean,AID2258,AUPRC,0.008048760535756108,3.0 WELQRATE,SimilaritySearch_Max,AID2258,AUROC,0.7303700532281111,3.0 WELQRATE,SimilaritySearch_Max,AID2258,BEDROC,0.3390914757091105,3.0 WELQRATE,SimilaritySearch_Max,AID2258,Enrichment factor 1%,17.28228377839777,3.0 WELQRATE,SimilaritySearch_Max,AID2258,Enrichment factor 5%,8.460806747731688,3.0 WELQRATE,SimilaritySearch_Max,AID2258,RIE,6.721196494639203,3.0 WELQRATE,SimilaritySearch_Max,AID2258,AUPRC,0.01600640308233972,3.0 WELQRATE,LightGBM_Ranker,AID2258,AUROC,0.658112759165769,3.0 WELQRATE,LightGBM_Ranker,AID2258,BEDROC,0.1580744734047232,3.0 WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 1%,7.681015012621231,3.0 WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 5%,3.076656999175159,3.0 WELQRATE,LightGBM_Ranker,AID2258,RIE,3.1332241597862587,3.0 WELQRATE,LightGBM_Ranker,AID2258,AUPRC,0.010506140426348419,3.0 WELQRATE,LightGBM_Ranker,AID2258,accuracy,0.5003545792614373,3.0 WELQRATE,LightGBM_Ranker,AID2258,F1 score,0.002486273697296177,3.0 WELQRATE,LightGBM_Ranker,AID2258,recall,0.6923076923076923,3.0 WELQRATE,LightGBM_Ranker,AID2258,precision,0.0012453730930224512,3.0 WELQRATE,LightGBM_Ranker,AID2258,MCC,0.011540456377874122,3.0 WELQRATE,RandomForest,AID2258,AUROC,0.7010504880575594,4.0 WELQRATE,RandomForest,AID2258,BEDROC,0.38038644423447365,4.0 WELQRATE,RandomForest,AID2258,Enrichment factor 1%,17.621152087778118,4.0 WELQRATE,RandomForest,AID2258,Enrichment factor 5%,10.195196722756899,4.0 WELQRATE,RandomForest,AID2258,RIE,7.541012247800494,4.0 WELQRATE,RandomForest,AID2258,AUPRC,0.04619511740864318,4.0 WELQRATE,RandomForest,AID2258,accuracy,0.9991178759837412,4.0 WELQRATE,RandomForest,AID2258,F1 score,0.0,4.0 WELQRATE,RandomForest,AID2258,recall,0.0,4.0 WELQRATE,RandomForest,AID2258,precision,0.0,4.0 WELQRATE,RandomForest,AID2258,MCC,0.0,4.0 WELQRATE,LogisticRegression,AID2258,AUROC,0.8021710380710695,4.0 WELQRATE,LogisticRegression,AID2258,BEDROC,0.26798621840534437,4.0 WELQRATE,LogisticRegression,AID2258,Enrichment factor 1%,3.9158115750618037,4.0 WELQRATE,LogisticRegression,AID2258,Enrichment factor 5%,6.666090164879511,4.0 WELQRATE,LogisticRegression,AID2258,RIE,5.312721813675737,4.0 WELQRATE,LogisticRegression,AID2258,AUPRC,0.004218863999958438,4.0 WELQRATE,LogisticRegression,AID2258,accuracy,0.9991178759837412,4.0 WELQRATE,LogisticRegression,AID2258,F1 score,0.0,4.0 WELQRATE,LogisticRegression,AID2258,recall,0.0,4.0 WELQRATE,LogisticRegression,AID2258,precision,0.0,4.0 WELQRATE,LogisticRegression,AID2258,MCC,0.0,4.0 WELQRATE,SimilaritySearch_Mean,AID2258,AUROC,0.5777582482338549,4.0 WELQRATE,SimilaritySearch_Mean,AID2258,BEDROC,0.1583788519862605,4.0 WELQRATE,SimilaritySearch_Mean,AID2258,Enrichment factor 1%,5.873717362592706,4.0 WELQRATE,SimilaritySearch_Mean,AID2258,Enrichment factor 5%,3.9212295087526536,4.0 WELQRATE,SimilaritySearch_Mean,AID2258,RIE,3.139798723000272,4.0 WELQRATE,SimilaritySearch_Mean,AID2258,AUPRC,0.0020351239612688902,4.0 WELQRATE,SimilaritySearch_Max,AID2258,AUROC,0.767920280084889,4.0 WELQRATE,SimilaritySearch_Max,AID2258,BEDROC,0.3270310969995443,4.0 WELQRATE,SimilaritySearch_Max,AID2258,Enrichment factor 1%,15.663246300247215,4.0 WELQRATE,SimilaritySearch_Max,AID2258,Enrichment factor 5%,7.842459017505307,4.0 WELQRATE,SimilaritySearch_Max,AID2258,RIE,6.4832633956430605,4.0 WELQRATE,SimilaritySearch_Max,AID2258,AUPRC,0.013972951720020246,4.0 WELQRATE,LightGBM_Ranker,AID2258,AUROC,0.7271870939359748,4.0 WELQRATE,LightGBM_Ranker,AID2258,BEDROC,0.13395216099146837,4.0 WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 1%,3.9158115750618037,4.0 WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 5%,2.744860656126858,4.0 WELQRATE,LightGBM_Ranker,AID2258,RIE,2.6555491453903413,4.0 WELQRATE,LightGBM_Ranker,AID2258,AUPRC,0.002974808062694684,4.0 WELQRATE,LightGBM_Ranker,AID2258,accuracy,0.5006140275015134,4.0 WELQRATE,LightGBM_Ranker,AID2258,F1 score,0.002900953170327393,4.0 WELQRATE,LightGBM_Ranker,AID2258,recall,0.8235294117647058,4.0 WELQRATE,LightGBM_Ranker,AID2258,precision,0.0014530358069538142,4.0 WELQRATE,LightGBM_Ranker,AID2258,MCC,0.019229069344847305,4.0 WELQRATE,RandomForest,AID2258,AUROC,0.6835712678048937,5.0 WELQRATE,RandomForest,AID2258,BEDROC,0.40124729723537617,5.0 WELQRATE,RandomForest,AID2258,Enrichment factor 1%,28.529484332593142,5.0 WELQRATE,RandomForest,AID2258,Enrichment factor 5%,9.284911301082175,5.0 WELQRATE,RandomForest,AID2258,RIE,7.9477153284941044,5.0 WELQRATE,RandomForest,AID2258,AUPRC,0.0833261127686673,5.0 WELQRATE,RandomForest,AID2258,accuracy,0.9990659863357261,5.0 WELQRATE,RandomForest,AID2258,F1 score,0.06896551724137931,5.0 WELQRATE,RandomForest,AID2258,recall,0.03571428571428571,5.0 WELQRATE,RandomForest,AID2258,precision,1.0,5.0 WELQRATE,RandomForest,AID2258,MCC,0.18889395683672638,5.0 WELQRATE,LogisticRegression,AID2258,AUROC,0.805957884114535,5.0 WELQRATE,LogisticRegression,AID2258,BEDROC,0.38105509703540363,5.0 WELQRATE,LogisticRegression,AID2258,Enrichment factor 1%,26.746391561806067,5.0 WELQRATE,LogisticRegression,AID2258,Enrichment factor 5%,8.21357538172654,5.0 WELQRATE,LogisticRegression,AID2258,RIE,7.5477578476323615,5.0 WELQRATE,LogisticRegression,AID2258,AUPRC,0.025209931582195297,5.0 WELQRATE,LogisticRegression,AID2258,accuracy,0.9990313932370493,5.0 WELQRATE,LogisticRegression,AID2258,F1 score,0.0,5.0 WELQRATE,LogisticRegression,AID2258,recall,0.0,5.0 WELQRATE,LogisticRegression,AID2258,precision,0.0,5.0 WELQRATE,LogisticRegression,AID2258,MCC,0.0,5.0 WELQRATE,SimilaritySearch_Mean,AID2258,AUROC,0.5396595583124956,5.0 WELQRATE,SimilaritySearch_Mean,AID2258,BEDROC,0.15143049715599302,5.0 WELQRATE,SimilaritySearch_Mean,AID2258,Enrichment factor 1%,7.132371083148286,5.0 WELQRATE,SimilaritySearch_Mean,AID2258,Enrichment factor 5%,3.571119731185452,5.0 WELQRATE,SimilaritySearch_Mean,AID2258,RIE,2.9994631792891027,5.0 WELQRATE,SimilaritySearch_Mean,AID2258,AUPRC,0.011411423044174732,5.0 WELQRATE,SimilaritySearch_Max,AID2258,AUROC,0.7223277510245775,5.0 WELQRATE,SimilaritySearch_Max,AID2258,BEDROC,0.3219290377427279,5.0 WELQRATE,SimilaritySearch_Max,AID2258,Enrichment factor 1%,23.180206020231928,5.0 WELQRATE,SimilaritySearch_Max,AID2258,Enrichment factor 5%,6.78512748925236,5.0 WELQRATE,SimilaritySearch_Max,AID2258,RIE,6.376617036141556,5.0 WELQRATE,SimilaritySearch_Max,AID2258,AUPRC,0.074123616883321,5.0 WELQRATE,LightGBM_Ranker,AID2258,AUROC,0.6188039959140568,5.0 WELQRATE,LightGBM_Ranker,AID2258,BEDROC,0.16607354862863594,5.0 WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 1%,7.132371083148286,5.0 WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 5%,3.9282317043039976,5.0 WELQRATE,LightGBM_Ranker,AID2258,RIE,3.2895057660863087,5.0 WELQRATE,LightGBM_Ranker,AID2258,AUPRC,0.00487559868219994,5.0 WELQRATE,LightGBM_Ranker,AID2258,accuracy,0.5002507999654069,5.0 WELQRATE,LightGBM_Ranker,AID2258,F1 score,0.0024168767047612473,5.0 WELQRATE,LightGBM_Ranker,AID2258,recall,0.625,5.0 WELQRATE,LightGBM_Ranker,AID2258,precision,0.00121077939599405,5.0 WELQRATE,LightGBM_Ranker,AID2258,MCC,0.007784921462971476,5.0 WELQRATE,RandomForest,AID2689,AUROC,0.6623594548202172,1.0 WELQRATE,RandomForest,AID2689,BEDROC,0.5059165152220747,1.0 WELQRATE,RandomForest,AID2689,Enrichment factor 1%,18.748460591133004,1.0 WELQRATE,RandomForest,AID2689,Enrichment factor 5%,7.499384236453202,1.0 WELQRATE,RandomForest,AID2689,RIE,10.091791208326013,1.0 WELQRATE,RandomForest,AID2689,AUPRC,0.013428078939140189,1.0 WELQRATE,RandomForest,AID2689,accuracy,0.9997372526480006,1.0 WELQRATE,RandomForest,AID2689,F1 score,0.0,1.0 WELQRATE,RandomForest,AID2689,recall,0.0,1.0 WELQRATE,RandomForest,AID2689,precision,0.0,1.0 WELQRATE,RandomForest,AID2689,MCC,0.0,1.0 WELQRATE,LogisticRegression,AID2689,AUROC,0.8778663414313639,1.0 WELQRATE,LogisticRegression,AID2689,BEDROC,0.3134997382107031,1.0 WELQRATE,LogisticRegression,AID2689,Enrichment factor 1%,12.498973727422003,1.0 WELQRATE,LogisticRegression,AID2689,Enrichment factor 5%,7.499384236453202,1.0 WELQRATE,LogisticRegression,AID2689,RIE,6.253549379488854,1.0 WELQRATE,LogisticRegression,AID2689,AUPRC,0.0020553704188422096,1.0 WELQRATE,LogisticRegression,AID2689,accuracy,0.9997372526480006,1.0 WELQRATE,LogisticRegression,AID2689,F1 score,0.0,1.0 WELQRATE,LogisticRegression,AID2689,recall,0.0,1.0 WELQRATE,LogisticRegression,AID2689,precision,0.0,1.0 WELQRATE,LogisticRegression,AID2689,MCC,0.0,1.0 WELQRATE,SimilaritySearch_Mean,AID2689,AUROC,0.6457481233265987,1.0 WELQRATE,SimilaritySearch_Mean,AID2689,BEDROC,0.13526352445712367,1.0 WELQRATE,SimilaritySearch_Mean,AID2689,Enrichment factor 1%,6.2494868637110015,1.0 WELQRATE,SimilaritySearch_Mean,AID2689,Enrichment factor 5%,2.4997947454844005,1.0 WELQRATE,SimilaritySearch_Mean,AID2689,RIE,2.6981749382980054,1.0 WELQRATE,SimilaritySearch_Mean,AID2689,AUPRC,0.00074096370958707,1.0 WELQRATE,SimilaritySearch_Max,AID2689,AUROC,0.6710134036367221,1.0 WELQRATE,SimilaritySearch_Max,AID2689,BEDROC,0.2975548805774741,1.0 WELQRATE,SimilaritySearch_Max,AID2689,Enrichment factor 1%,24.997947454844006,1.0 WELQRATE,SimilaritySearch_Max,AID2689,Enrichment factor 5%,4.999589490968801,1.0 WELQRATE,SimilaritySearch_Max,AID2689,RIE,5.935488654882205,1.0 WELQRATE,SimilaritySearch_Max,AID2689,AUPRC,0.008210886350870805,1.0 WELQRATE,LightGBM_Ranker,AID2689,AUROC,0.6111908457760475,1.0 WELQRATE,LightGBM_Ranker,AID2689,BEDROC,0.11122831029888404,1.0 WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 1%,6.2494868637110015,1.0 WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 5%,2.4997947454844005,1.0 WELQRATE,LightGBM_Ranker,AID2689,RIE,2.2187314834179643,1.0 WELQRATE,LightGBM_Ranker,AID2689,AUPRC,0.0005651387321543959,1.0 WELQRATE,LightGBM_Ranker,AID2689,accuracy,0.5001231628212497,1.0 WELQRATE,LightGBM_Ranker,AID2689,F1 score,0.0007222112796270763,1.0 WELQRATE,LightGBM_Ranker,AID2689,recall,0.6875,1.0 WELQRATE,LightGBM_Ranker,AID2689,precision,0.00036129540826381135,1.0 WELQRATE,LightGBM_Ranker,AID2689,MCC,0.006080153668168618,1.0 WELQRATE,RandomForest,AID2689,AUROC,0.6172597338590439,2.0 WELQRATE,RandomForest,AID2689,BEDROC,0.4820367795851157,2.0 WELQRATE,RandomForest,AID2689,Enrichment factor 1%,27.99770114942529,2.0 WELQRATE,RandomForest,AID2689,Enrichment factor 5%,5.599540229885057,2.0 WELQRATE,RandomForest,AID2689,RIE,9.60126439785634,2.0 WELQRATE,RandomForest,AID2689,AUPRC,0.039792916974207816,2.0 WELQRATE,RandomForest,AID2689,accuracy,0.999589457262501,2.0 WELQRATE,RandomForest,AID2689,F1 score,0.0,2.0 WELQRATE,RandomForest,AID2689,recall,0.0,2.0 WELQRATE,RandomForest,AID2689,precision,0.0,2.0 WELQRATE,RandomForest,AID2689,MCC,0.0,2.0 WELQRATE,LogisticRegression,AID2689,AUROC,0.8233652045342533,2.0 WELQRATE,LogisticRegression,AID2689,BEDROC,0.3277761522656532,2.0 WELQRATE,LogisticRegression,AID2689,Enrichment factor 1%,19.998357963875204,2.0 WELQRATE,LogisticRegression,AID2689,Enrichment factor 5%,7.199408866995074,2.0 WELQRATE,LogisticRegression,AID2689,RIE,6.5286833720623525,2.0 WELQRATE,LogisticRegression,AID2689,AUPRC,0.008079915837214468,2.0 WELQRATE,LogisticRegression,AID2689,accuracy,0.999589457262501,2.0 WELQRATE,LogisticRegression,AID2689,F1 score,0.0,2.0 WELQRATE,LogisticRegression,AID2689,recall,0.0,2.0 WELQRATE,LogisticRegression,AID2689,precision,0.0,2.0 WELQRATE,LogisticRegression,AID2689,MCC,0.0,2.0 WELQRATE,SimilaritySearch_Mean,AID2689,AUROC,0.7704471825201249,2.0 WELQRATE,SimilaritySearch_Mean,AID2689,BEDROC,0.275696390605839,2.0 WELQRATE,SimilaritySearch_Mean,AID2689,Enrichment factor 1%,11.999014778325122,2.0 WELQRATE,SimilaritySearch_Mean,AID2689,Enrichment factor 5%,7.199408866995074,2.0 WELQRATE,SimilaritySearch_Mean,AID2689,RIE,5.491352652717941,2.0 WELQRATE,SimilaritySearch_Mean,AID2689,AUPRC,0.0021565237058219786,2.0 WELQRATE,SimilaritySearch_Max,AID2689,AUROC,0.7705901100706424,2.0 WELQRATE,SimilaritySearch_Max,AID2689,BEDROC,0.38805169670714934,2.0 WELQRATE,SimilaritySearch_Max,AID2689,Enrichment factor 1%,31.997372742200326,2.0 WELQRATE,SimilaritySearch_Max,AID2689,Enrichment factor 5%,8.79927750410509,2.0 WELQRATE,SimilaritySearch_Max,AID2689,RIE,7.729258641257936,2.0 WELQRATE,SimilaritySearch_Max,AID2689,AUPRC,0.015783431337541537,2.0 WELQRATE,LightGBM_Ranker,AID2689,AUROC,0.6942336126170527,2.0 WELQRATE,LightGBM_Ranker,AID2689,BEDROC,0.10316627629649638,2.0 WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 1%,3.999671592775041,2.0 WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 5%,2.3998029556650247,2.0 WELQRATE,LightGBM_Ranker,AID2689,RIE,2.0548778709375646,2.0 WELQRATE,LightGBM_Ranker,AID2689,AUPRC,0.0008696307559107929,2.0 WELQRATE,LightGBM_Ranker,AID2689,accuracy,0.5002216930782495,2.0 WELQRATE,LightGBM_Ranker,AID2689,F1 score,0.0012470464688894723,2.0 WELQRATE,LightGBM_Ranker,AID2689,recall,0.76,2.0 WELQRATE,LightGBM_Ranker,AID2689,precision,0.0006240352087233553,2.0 WELQRATE,LightGBM_Ranker,AID2689,MCC,0.01053866045112108,2.0 WELQRATE,RandomForest,AID2689,AUROC,0.798780680137999,3.0 WELQRATE,RandomForest,AID2689,BEDROC,0.6555169004073543,3.0 WELQRATE,RandomForest,AID2689,Enrichment factor 1%,39.99671592775041,3.0 WELQRATE,RandomForest,AID2689,Enrichment factor 5%,12.798949096880131,3.0 WELQRATE,RandomForest,AID2689,RIE,13.056661519294133,3.0 WELQRATE,RandomForest,AID2689,AUPRC,0.04446851031431119,3.0 WELQRATE,RandomForest,AID2689,accuracy,0.999573035553001,3.0 WELQRATE,RandomForest,AID2689,F1 score,0.0,3.0 WELQRATE,RandomForest,AID2689,recall,0.0,3.0 WELQRATE,RandomForest,AID2689,precision,0.0,3.0 WELQRATE,RandomForest,AID2689,MCC,-8.212608155322726e-05,3.0 WELQRATE,LogisticRegression,AID2689,AUROC,0.9355584031542632,3.0 WELQRATE,LogisticRegression,AID2689,BEDROC,0.606976433650606,3.0 WELQRATE,LogisticRegression,AID2689,Enrichment factor 1%,39.99671592775041,3.0 WELQRATE,LogisticRegression,AID2689,Enrichment factor 5%,15.198752052545155,3.0 WELQRATE,LogisticRegression,AID2689,RIE,12.089826885391723,3.0 WELQRATE,LogisticRegression,AID2689,AUPRC,0.013586689453831818,3.0 WELQRATE,LogisticRegression,AID2689,accuracy,0.999589457262501,3.0 WELQRATE,LogisticRegression,AID2689,F1 score,0.0,3.0 WELQRATE,LogisticRegression,AID2689,recall,0.0,3.0 WELQRATE,LogisticRegression,AID2689,precision,0.0,3.0 WELQRATE,LogisticRegression,AID2689,MCC,0.0,3.0 WELQRATE,SimilaritySearch_Mean,AID2689,AUROC,0.6465700673566617,3.0 WELQRATE,SimilaritySearch_Mean,AID2689,BEDROC,0.1749060405391952,3.0 WELQRATE,SimilaritySearch_Mean,AID2689,Enrichment factor 1%,7.999343185550082,3.0 WELQRATE,SimilaritySearch_Mean,AID2689,Enrichment factor 5%,3.999671592775041,3.0 WELQRATE,SimilaritySearch_Mean,AID2689,RIE,3.4837987967585367,3.0 WELQRATE,SimilaritySearch_Mean,AID2689,AUPRC,0.001734134792335651,3.0 WELQRATE,SimilaritySearch_Max,AID2689,AUROC,0.7554240183998686,3.0 WELQRATE,SimilaritySearch_Max,AID2689,BEDROC,0.47608470404384085,3.0 WELQRATE,SimilaritySearch_Max,AID2689,Enrichment factor 1%,31.997372742200326,3.0 WELQRATE,SimilaritySearch_Max,AID2689,Enrichment factor 5%,11.999014778325122,3.0 WELQRATE,SimilaritySearch_Max,AID2689,RIE,9.482710268458565,3.0 WELQRATE,SimilaritySearch_Max,AID2689,AUPRC,0.03700419994768668,3.0 WELQRATE,LightGBM_Ranker,AID2689,AUROC,0.9160827994085756,3.0 WELQRATE,LightGBM_Ranker,AID2689,BEDROC,0.47932222370411387,3.0 WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 1%,23.998029556650245,3.0 WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 5%,11.999014778325122,3.0 WELQRATE,LightGBM_Ranker,AID2689,RIE,9.547195559693568,3.0 WELQRATE,LightGBM_Ranker,AID2689,AUPRC,0.036487551577753345,3.0 WELQRATE,LightGBM_Ranker,AID2689,accuracy,0.5003859101732491,3.0 WELQRATE,LightGBM_Ranker,AID2689,F1 score,0.0015752165922814387,3.0 WELQRATE,LightGBM_Ranker,AID2689,recall,0.96,3.0 WELQRATE,LightGBM_Ranker,AID2689,precision,0.0007882550004926594,3.0 WELQRATE,LightGBM_Ranker,AID2689,MCC,0.01864506633459401,3.0 WELQRATE,RandomForest,AID2689,AUROC,0.7514905154616593,4.0 WELQRATE,RandomForest,AID2689,BEDROC,0.6140368331282792,4.0 WELQRATE,RandomForest,AID2689,Enrichment factor 1%,45.829570333880675,4.0 WELQRATE,RandomForest,AID2689,Enrichment factor 5%,10.832443897099068,4.0 WELQRATE,RandomForest,AID2689,RIE,12.232462660215287,4.0 WELQRATE,RandomForest,AID2689,AUPRC,0.01893678142352487,4.0 WELQRATE,RandomForest,AID2689,accuracy,0.999589457262501,4.0 WELQRATE,RandomForest,AID2689,F1 score,0.0,4.0 WELQRATE,RandomForest,AID2689,recall,0.0,4.0 WELQRATE,RandomForest,AID2689,precision,0.0,4.0 WELQRATE,RandomForest,AID2689,MCC,-8.046613678743993e-05,4.0 WELQRATE,LogisticRegression,AID2689,AUROC,0.9052169067919589,4.0 WELQRATE,LogisticRegression,AID2689,BEDROC,0.5352547528412589,4.0 WELQRATE,LogisticRegression,AID2689,Enrichment factor 1%,37.496921182266014,4.0 WELQRATE,LogisticRegression,AID2689,Enrichment factor 5%,12.498973727422003,4.0 WELQRATE,LogisticRegression,AID2689,RIE,10.663014705057753,4.0 WELQRATE,LogisticRegression,AID2689,AUPRC,0.012641267323770444,4.0 WELQRATE,LogisticRegression,AID2689,accuracy,0.999605878972001,4.0 WELQRATE,LogisticRegression,AID2689,F1 score,0.0,4.0 WELQRATE,LogisticRegression,AID2689,recall,0.0,4.0 WELQRATE,LogisticRegression,AID2689,precision,0.0,4.0 WELQRATE,LogisticRegression,AID2689,MCC,0.0,4.0 WELQRATE,SimilaritySearch_Mean,AID2689,AUROC,0.7327154967061491,4.0 WELQRATE,SimilaritySearch_Mean,AID2689,BEDROC,0.17664085215395664,4.0 WELQRATE,SimilaritySearch_Mean,AID2689,Enrichment factor 1%,0.0,4.0 WELQRATE,SimilaritySearch_Mean,AID2689,Enrichment factor 5%,4.166324575807335,4.0 WELQRATE,SimilaritySearch_Mean,AID2689,RIE,3.5189300214056294,4.0 WELQRATE,SimilaritySearch_Mean,AID2689,AUPRC,0.0012207815044047057,4.0 WELQRATE,SimilaritySearch_Max,AID2689,AUROC,0.8168579181109779,4.0 WELQRATE,SimilaritySearch_Max,AID2689,BEDROC,0.4626457353741791,4.0 WELQRATE,SimilaritySearch_Max,AID2689,Enrichment factor 1%,24.997947454844006,4.0 WELQRATE,SimilaritySearch_Max,AID2689,Enrichment factor 5%,11.665708812260535,4.0 WELQRATE,SimilaritySearch_Max,AID2689,RIE,9.216542695502543,4.0 WELQRATE,SimilaritySearch_Max,AID2689,AUPRC,0.007969197365191388,4.0 WELQRATE,LightGBM_Ranker,AID2689,AUROC,0.737375624955507,4.0 WELQRATE,LightGBM_Ranker,AID2689,BEDROC,0.2734253475190443,4.0 WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 1%,16.66529830322934,4.0 WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 5%,5.832854406130267,4.0 WELQRATE,LightGBM_Ranker,AID2689,RIE,5.447010973168928,4.0 WELQRATE,LightGBM_Ranker,AID2689,AUPRC,0.005254860523504125,4.0 WELQRATE,LightGBM_Ranker,AID2689,accuracy,0.5002381147877494,4.0 WELQRATE,LightGBM_Ranker,AID2689,F1 score,0.001247087394571888,4.0 WELQRATE,LightGBM_Ranker,AID2689,recall,0.7916666666666666,4.0 WELQRATE,LightGBM_Ranker,AID2689,precision,0.0006240352087233553,4.0 WELQRATE,LightGBM_Ranker,AID2689,MCC,0.011583223134863338,4.0 WELQRATE,RandomForest,AID2689,AUROC,0.6874068425548396,5.0 WELQRATE,RandomForest,AID2689,BEDROC,0.5355223377043672,5.0 WELQRATE,RandomForest,AID2689,Enrichment factor 1%,36.839080459770116,5.0 WELQRATE,RandomForest,AID2689,Enrichment factor 5%,8.420361247947454,5.0 WELQRATE,RandomForest,AID2689,RIE,10.67709826847969,5.0 WELQRATE,RandomForest,AID2689,AUPRC,0.015145217607962568,5.0 WELQRATE,RandomForest,AID2689,accuracy,0.9996879875195008,5.0 WELQRATE,RandomForest,AID2689,F1 score,0.0,5.0 WELQRATE,RandomForest,AID2689,recall,0.0,5.0 WELQRATE,RandomForest,AID2689,precision,0.0,5.0 WELQRATE,RandomForest,AID2689,MCC,0.0,5.0 WELQRATE,LogisticRegression,AID2689,AUROC,0.9306191014694235,5.0 WELQRATE,LogisticRegression,AID2689,BEDROC,0.5100047435730881,5.0 WELQRATE,LogisticRegression,AID2689,Enrichment factor 1%,26.313628899835795,5.0 WELQRATE,LogisticRegression,AID2689,Enrichment factor 5%,13.683087027914613,5.0 WELQRATE,LogisticRegression,AID2689,RIE,10.16833544034524,5.0 WELQRATE,LogisticRegression,AID2689,AUPRC,0.06269661328226782,5.0 WELQRATE,LogisticRegression,AID2689,accuracy,0.9996879875195008,5.0 WELQRATE,LogisticRegression,AID2689,F1 score,0.0,5.0 WELQRATE,LogisticRegression,AID2689,recall,0.0,5.0 WELQRATE,LogisticRegression,AID2689,precision,0.0,5.0 WELQRATE,LogisticRegression,AID2689,MCC,0.0,5.0 WELQRATE,SimilaritySearch_Mean,AID2689,AUROC,0.650037522349141,5.0 WELQRATE,SimilaritySearch_Mean,AID2689,BEDROC,0.1416976580238984,5.0 WELQRATE,SimilaritySearch_Mean,AID2689,Enrichment factor 1%,0.0,5.0 WELQRATE,SimilaritySearch_Mean,AID2689,Enrichment factor 5%,3.1576354679802954,5.0 WELQRATE,SimilaritySearch_Mean,AID2689,RIE,2.825129278277121,5.0 WELQRATE,SimilaritySearch_Mean,AID2689,AUPRC,0.0007402675701299474,5.0 WELQRATE,SimilaritySearch_Max,AID2689,AUROC,0.7849459297761455,5.0 WELQRATE,SimilaritySearch_Max,AID2689,BEDROC,0.40635005446915196,5.0 WELQRATE,SimilaritySearch_Max,AID2689,Enrichment factor 1%,26.313628899835795,5.0 WELQRATE,SimilaritySearch_Max,AID2689,Enrichment factor 5%,8.420361247947454,5.0 WELQRATE,SimilaritySearch_Max,AID2689,RIE,8.101696535963853,5.0 WELQRATE,SimilaritySearch_Max,AID2689,AUPRC,0.01211808506955696,5.0 WELQRATE,LightGBM_Ranker,AID2689,AUROC,0.7828549666102966,5.0 WELQRATE,LightGBM_Ranker,AID2689,BEDROC,0.30141026935747983,5.0 WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 1%,21.050903119868636,5.0 WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 5%,6.315270935960591,5.0 WELQRATE,LightGBM_Ranker,AID2689,RIE,6.0094357380780705,5.0 WELQRATE,LightGBM_Ranker,AID2689,AUPRC,0.006287545371116976,5.0 WELQRATE,LightGBM_Ranker,AID2689,accuracy,0.5002216930782495,5.0 WELQRATE,LightGBM_Ranker,AID2689,F1 score,0.0010503512111862403,5.0 WELQRATE,LightGBM_Ranker,AID2689,recall,0.8421052631578947,5.0 WELQRATE,LightGBM_Ranker,AID2689,precision,0.0005255033336617729,5.0 WELQRATE,LightGBM_Ranker,AID2689,MCC,0.012087985240797043,5.0 WELQRATE,RandomForest,AID435008,AUROC,0.6447034627255034,1.0 WELQRATE,RandomForest,AID435008,BEDROC,0.3883887551998004,1.0 WELQRATE,RandomForest,AID435008,Enrichment factor 1%,18.400717703349283,1.0 WELQRATE,RandomForest,AID435008,Enrichment factor 5%,7.367463181841506,1.0 WELQRATE,RandomForest,AID435008,RIE,7.720000990255876,1.0 WELQRATE,RandomForest,AID435008,AUPRC,0.02054331233305644,1.0 WELQRATE,RandomForest,AID435008,accuracy,0.9993824351556914,1.0 WELQRATE,RandomForest,AID435008,F1 score,0.0,1.0 WELQRATE,RandomForest,AID435008,recall,0.0,1.0 WELQRATE,RandomForest,AID435008,precision,0.0,1.0 WELQRATE,RandomForest,AID435008,MCC,0.0,1.0 WELQRATE,LogisticRegression,AID435008,AUROC,0.8424352054885971,1.0 WELQRATE,LogisticRegression,AID435008,BEDROC,0.36571035517567974,1.0 WELQRATE,LogisticRegression,AID435008,Enrichment factor 1%,18.400717703349283,1.0 WELQRATE,LogisticRegression,AID435008,Enrichment factor 5%,8.419957922104578,1.0 WELQRATE,LogisticRegression,AID435008,RIE,7.269222569513767,1.0 WELQRATE,LogisticRegression,AID435008,AUPRC,0.007486766145420254,1.0 WELQRATE,LogisticRegression,AID435008,accuracy,0.9993824351556914,1.0 WELQRATE,LogisticRegression,AID435008,F1 score,0.0,1.0 WELQRATE,LogisticRegression,AID435008,recall,0.0,1.0 WELQRATE,LogisticRegression,AID435008,precision,0.0,1.0 WELQRATE,LogisticRegression,AID435008,MCC,0.0,1.0 WELQRATE,SimilaritySearch_Mean,AID435008,AUROC,0.530551975117812,1.0 WELQRATE,SimilaritySearch_Mean,AID435008,BEDROC,0.0859487627368009,1.0 WELQRATE,SimilaritySearch_Mean,AID435008,Enrichment factor 1%,0.0,1.0 WELQRATE,SimilaritySearch_Mean,AID435008,Enrichment factor 5%,2.1049894805261444,1.0 WELQRATE,SimilaritySearch_Mean,AID435008,RIE,1.7084030809358766,1.0 WELQRATE,SimilaritySearch_Mean,AID435008,AUPRC,0.0008337010523734253,1.0 WELQRATE,SimilaritySearch_Max,AID435008,AUROC,0.6266764579513961,1.0 WELQRATE,SimilaritySearch_Max,AID435008,BEDROC,0.2264049168753621,1.0 WELQRATE,SimilaritySearch_Max,AID435008,Enrichment factor 1%,15.772043745727956,1.0 WELQRATE,SimilaritySearch_Max,AID435008,Enrichment factor 5%,4.209978961052289,1.0 WELQRATE,SimilaritySearch_Max,AID435008,RIE,4.500249211119212,1.0 WELQRATE,SimilaritySearch_Max,AID435008,AUPRC,0.012112387128983187,1.0 WELQRATE,LightGBM_Ranker,AID435008,AUROC,0.5569201873353498,1.0 WELQRATE,LightGBM_Ranker,AID435008,BEDROC,0.09843719296515702,1.0 WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 1%,5.2573479152426525,1.0 WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 5%,1.5787421103946087,1.0 WELQRATE,LightGBM_Ranker,AID435008,RIE,1.9566355333971994,1.0 WELQRATE,LightGBM_Ranker,AID435008,AUPRC,0.001780859947057357,1.0 WELQRATE,LightGBM_Ranker,AID435008,accuracy,0.5000325034128583,1.0 WELQRATE,LightGBM_Ranker,AID435008,F1 score,0.001298532658096351,1.0 WELQRATE,LightGBM_Ranker,AID435008,recall,0.5263157894736842,1.0 WELQRATE,LightGBM_Ranker,AID435008,precision,0.0006500682571670025,1.0 WELQRATE,LightGBM_Ranker,AID435008,MCC,0.0013083436339905697,1.0 WELQRATE,RandomForest,AID435008,AUROC,0.7219407034056249,2.0 WELQRATE,RandomForest,AID435008,BEDROC,0.4759827093883422,2.0 WELQRATE,RandomForest,AID435008,Enrichment factor 1%,25.897306397306398,2.0 WELQRATE,RandomForest,AID435008,Enrichment factor 5%,10.369022255925083,2.0 WELQRATE,RandomForest,AID435008,RIE,9.47800428812608,2.0 WELQRATE,RandomForest,AID435008,AUPRC,0.023667137839407233,2.0 WELQRATE,RandomForest,AID435008,accuracy,0.9995449522199831,2.0 WELQRATE,RandomForest,AID435008,F1 score,0.0,2.0 WELQRATE,RandomForest,AID435008,recall,0.0,2.0 WELQRATE,RandomForest,AID435008,precision,0.0,2.0 WELQRATE,RandomForest,AID435008,MCC,-8.44655635541953e-05,2.0 WELQRATE,LogisticRegression,AID435008,AUROC,0.8864669237972221,2.0 WELQRATE,LogisticRegression,AID435008,BEDROC,0.49496606748141286,2.0 WELQRATE,LogisticRegression,AID435008,Enrichment factor 1%,25.897306397306398,2.0 WELQRATE,LogisticRegression,AID435008,Enrichment factor 5%,12.590955596480457,2.0 WELQRATE,LogisticRegression,AID435008,RIE,9.856010348166308,2.0 WELQRATE,LogisticRegression,AID435008,AUPRC,0.007307475604492639,2.0 WELQRATE,LogisticRegression,AID435008,accuracy,0.9995612039264122,2.0 WELQRATE,LogisticRegression,AID435008,F1 score,0.0,2.0 WELQRATE,LogisticRegression,AID435008,recall,0.0,2.0 WELQRATE,LogisticRegression,AID435008,precision,0.0,2.0 WELQRATE,LogisticRegression,AID435008,MCC,0.0,2.0 WELQRATE,SimilaritySearch_Mean,AID435008,AUROC,0.6188542334709314,2.0 WELQRATE,SimilaritySearch_Mean,AID435008,BEDROC,0.12906838019628272,2.0 WELQRATE,SimilaritySearch_Mean,AID435008,Enrichment factor 1%,3.6996151996152,2.0 WELQRATE,SimilaritySearch_Mean,AID435008,Enrichment factor 5%,2.9625777874071666,2.0 WELQRATE,SimilaritySearch_Mean,AID435008,RIE,2.5700737678006638,2.0 WELQRATE,SimilaritySearch_Mean,AID435008,AUPRC,0.0025505376739331136,2.0 WELQRATE,SimilaritySearch_Max,AID435008,AUROC,0.7154748033131904,2.0 WELQRATE,SimilaritySearch_Max,AID435008,BEDROC,0.28724322548492737,2.0 WELQRATE,SimilaritySearch_Max,AID435008,Enrichment factor 1%,22.197691197691196,2.0 WELQRATE,SimilaritySearch_Max,AID435008,Enrichment factor 5%,5.925155574814333,2.0 WELQRATE,SimilaritySearch_Max,AID435008,RIE,5.719729891437626,2.0 WELQRATE,SimilaritySearch_Max,AID435008,AUPRC,0.00674309819428487,2.0 WELQRATE,LightGBM_Ranker,AID435008,AUROC,0.6412336244870185,2.0 WELQRATE,LightGBM_Ranker,AID435008,BEDROC,0.03208804694413092,2.0 WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 1%,0.0,2.0 WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 5%,0.0,2.0 WELQRATE,LightGBM_Ranker,AID435008,RIE,0.6389531781608532,2.0 WELQRATE,LightGBM_Ranker,AID435008,AUPRC,0.0006496738854823345,2.0 WELQRATE,LightGBM_Ranker,AID435008,accuracy,0.5002437755964376,2.0 WELQRATE,LightGBM_Ranker,AID435008,F1 score,0.0012342070219883725,2.0 WELQRATE,LightGBM_Ranker,AID435008,recall,0.7037037037037037,2.0 WELQRATE,LightGBM_Ranker,AID435008,precision,0.0006176451466094532,2.0 WELQRATE,LightGBM_Ranker,AID435008,MCC,0.008538747421490368,2.0 WELQRATE,RandomForest,AID435008,AUROC,0.6835030981399682,3.0 WELQRATE,RandomForest,AID435008,BEDROC,0.4349598679440011,3.0 WELQRATE,RandomForest,AID435008,Enrichment factor 1%,20.565508021390375,3.0 WELQRATE,RandomForest,AID435008,Enrichment factor 5%,8.82238238161693,3.0 WELQRATE,RandomForest,AID435008,RIE,8.651305868920955,3.0 WELQRATE,RandomForest,AID435008,AUPRC,0.014159272491009242,3.0 WELQRATE,RandomForest,AID435008,accuracy,0.999447441981408,3.0 WELQRATE,RandomForest,AID435008,F1 score,0.0,3.0 WELQRATE,RandomForest,AID435008,recall,0.0,3.0 WELQRATE,RandomForest,AID435008,precision,0.0,3.0 WELQRATE,RandomForest,AID435008,MCC,0.0,3.0 WELQRATE,LogisticRegression,AID435008,AUROC,0.8068980722472084,3.0 WELQRATE,LogisticRegression,AID435008,BEDROC,0.30652576746821114,3.0 WELQRATE,LogisticRegression,AID435008,Enrichment factor 1%,11.751718869365929,3.0 WELQRATE,LogisticRegression,AID435008,Enrichment factor 5%,7.646064730734672,3.0 WELQRATE,LogisticRegression,AID435008,RIE,6.096765177284031,3.0 WELQRATE,LogisticRegression,AID435008,AUPRC,0.0038258438094815805,3.0 WELQRATE,LogisticRegression,AID435008,accuracy,0.999447441981408,3.0 WELQRATE,LogisticRegression,AID435008,F1 score,0.0,3.0 WELQRATE,LogisticRegression,AID435008,recall,0.0,3.0 WELQRATE,LogisticRegression,AID435008,precision,0.0,3.0 WELQRATE,LogisticRegression,AID435008,MCC,0.0,3.0 WELQRATE,SimilaritySearch_Mean,AID435008,AUROC,0.547799737150706,3.0 WELQRATE,SimilaritySearch_Mean,AID435008,BEDROC,0.05379931280655158,3.0 WELQRATE,SimilaritySearch_Mean,AID435008,Enrichment factor 1%,0.0,3.0 WELQRATE,SimilaritySearch_Mean,AID435008,Enrichment factor 5%,1.1763176508822573,3.0 WELQRATE,SimilaritySearch_Mean,AID435008,RIE,1.070062690213313,3.0 WELQRATE,SimilaritySearch_Mean,AID435008,AUPRC,0.0006652392355099312,3.0 WELQRATE,SimilaritySearch_Max,AID435008,AUROC,0.6979543093701757,3.0 WELQRATE,SimilaritySearch_Max,AID435008,BEDROC,0.30315271654515813,3.0 WELQRATE,SimilaritySearch_Max,AID435008,Enrichment factor 1%,23.503437738731858,3.0 WELQRATE,SimilaritySearch_Max,AID435008,Enrichment factor 5%,5.8815882544112865,3.0 WELQRATE,SimilaritySearch_Max,AID435008,RIE,6.029675550728607,3.0 WELQRATE,SimilaritySearch_Max,AID435008,AUPRC,0.008223135563352435,3.0 WELQRATE,LightGBM_Ranker,AID435008,AUROC,0.6697135535732391,3.0 WELQRATE,LightGBM_Ranker,AID435008,BEDROC,0.13273213305477444,3.0 WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 1%,5.8758594346829645,3.0 WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 5%,1.7644764763233862,3.0 WELQRATE,LightGBM_Ranker,AID435008,RIE,2.640028147072313,3.0 WELQRATE,LightGBM_Ranker,AID435008,AUPRC,0.03057692456124832,3.0 WELQRATE,LightGBM_Ranker,AID435008,accuracy,0.5002600273028668,3.0 WELQRATE,LightGBM_Ranker,AID435008,F1 score,0.0016233766233766235,3.0 WELQRATE,LightGBM_Ranker,AID435008,recall,0.7352941176470589,3.0 WELQRATE,LightGBM_Ranker,AID435008,precision,0.0008125853214587532,3.0 WELQRATE,LightGBM_Ranker,AID435008,MCC,0.011064964580333547,3.0 WELQRATE,RandomForest,AID435008,AUROC,0.6521115354363305,4.0 WELQRATE,RandomForest,AID435008,BEDROC,0.3819151438959326,4.0 WELQRATE,RandomForest,AID435008,Enrichment factor 1%,18.161747343565526,4.0 WELQRATE,RandomForest,AID435008,Enrichment factor 5%,7.72626820693119,4.0 WELQRATE,RandomForest,AID435008,RIE,7.583942771044698,4.0 WELQRATE,RandomForest,AID435008,AUPRC,0.009969405214288067,4.0 WELQRATE,RandomForest,AID435008,accuracy,0.9992849249171163,4.0 WELQRATE,RandomForest,AID435008,F1 score,0.0,4.0 WELQRATE,RandomForest,AID435008,recall,0.0,4.0 WELQRATE,RandomForest,AID435008,precision,0.0,4.0 WELQRATE,RandomForest,AID435008,MCC,0.0,4.0 WELQRATE,LogisticRegression,AID435008,AUROC,0.8137604085349986,4.0 WELQRATE,LogisticRegression,AID435008,BEDROC,0.31268290630276185,4.0 WELQRATE,LogisticRegression,AID435008,Enrichment factor 1%,13.621310507674144,4.0 WELQRATE,LogisticRegression,AID435008,Enrichment factor 5%,7.271781841817591,4.0 WELQRATE,LogisticRegression,AID435008,RIE,6.209152236196004,4.0 WELQRATE,LogisticRegression,AID435008,AUPRC,0.004772253567886475,4.0 WELQRATE,LogisticRegression,AID435008,accuracy,0.9992849249171163,4.0 WELQRATE,LogisticRegression,AID435008,F1 score,0.0,4.0 WELQRATE,LogisticRegression,AID435008,recall,0.0,4.0 WELQRATE,LogisticRegression,AID435008,precision,0.0,4.0 WELQRATE,LogisticRegression,AID435008,MCC,0.0,4.0 WELQRATE,SimilaritySearch_Mean,AID435008,AUROC,0.5843830577437135,4.0 WELQRATE,SimilaritySearch_Mean,AID435008,BEDROC,0.11372359604759212,4.0 WELQRATE,SimilaritySearch_Mean,AID435008,Enrichment factor 1%,4.540436835891382,4.0 WELQRATE,SimilaritySearch_Mean,AID435008,Enrichment factor 5%,3.1814045557951958,4.0 WELQRATE,SimilaritySearch_Mean,AID435008,RIE,2.258285038082888,4.0 WELQRATE,SimilaritySearch_Mean,AID435008,AUPRC,0.0013148589928370855,4.0 WELQRATE,SimilaritySearch_Max,AID435008,AUROC,0.6363083779835828,4.0 WELQRATE,SimilaritySearch_Max,AID435008,BEDROC,0.17607416407977888,4.0 WELQRATE,SimilaritySearch_Max,AID435008,Enrichment factor 1%,9.080873671782763,4.0 WELQRATE,SimilaritySearch_Max,AID435008,Enrichment factor 5%,3.6358909209087953,4.0 WELQRATE,SimilaritySearch_Max,AID435008,RIE,3.4964216887686583,4.0 WELQRATE,SimilaritySearch_Max,AID435008,AUPRC,0.005108257828336551,4.0 WELQRATE,LightGBM_Ranker,AID435008,AUROC,0.6363505148085067,4.0 WELQRATE,LightGBM_Ranker,AID435008,BEDROC,0.07581757537418812,4.0 WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 1%,2.270218417945691,4.0 WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 5%,1.3634590953407983,4.0 WELQRATE,LightGBM_Ranker,AID435008,RIE,1.5055600035143781,4.0 WELQRATE,LightGBM_Ranker,AID435008,AUPRC,0.0022312222616611187,4.0 WELQRATE,LightGBM_Ranker,AID435008,accuracy,0.5003575375414419,4.0 WELQRATE,LightGBM_Ranker,AID435008,F1 score,0.002142161635832522,4.0 WELQRATE,LightGBM_Ranker,AID435008,recall,0.75,4.0 WELQRATE,LightGBM_Ranker,AID435008,precision,0.0010726126243255543,4.0 WELQRATE,LightGBM_Ranker,AID435008,MCC,0.013375226924809086,4.0 WELQRATE,RandomForest,AID435008,AUROC,0.6864010881272083,5.0 WELQRATE,RandomForest,AID435008,BEDROC,0.46494621983864554,5.0 WELQRATE,RandomForest,AID435008,Enrichment factor 1%,23.503437738731858,5.0 WELQRATE,RandomForest,AID435008,Enrichment factor 5%,8.82238238161693,5.0 WELQRATE,RandomForest,AID435008,RIE,9.24773124056945,5.0 WELQRATE,RandomForest,AID435008,AUPRC,0.0517813076763554,5.0 WELQRATE,RandomForest,AID435008,accuracy,0.999447441981408,5.0 WELQRATE,RandomForest,AID435008,F1 score,0.0,5.0 WELQRATE,RandomForest,AID435008,recall,0.0,5.0 WELQRATE,RandomForest,AID435008,precision,0.0,5.0 WELQRATE,RandomForest,AID435008,MCC,0.0,5.0 WELQRATE,LogisticRegression,AID435008,AUROC,0.8744248976054697,5.0 WELQRATE,LogisticRegression,AID435008,BEDROC,0.3980133376562464,5.0 WELQRATE,LogisticRegression,AID435008,Enrichment factor 1%,17.627578304048892,5.0 WELQRATE,LogisticRegression,AID435008,Enrichment factor 5%,9.410541207058058,5.0 WELQRATE,LogisticRegression,AID435008,RIE,7.91644328425516,5.0 WELQRATE,LogisticRegression,AID435008,AUPRC,0.0064634077688862646,5.0 WELQRATE,LogisticRegression,AID435008,accuracy,0.999447441981408,5.0 WELQRATE,LogisticRegression,AID435008,F1 score,0.0,5.0 WELQRATE,LogisticRegression,AID435008,recall,0.0,5.0 WELQRATE,LogisticRegression,AID435008,precision,0.0,5.0 WELQRATE,LogisticRegression,AID435008,MCC,0.0,5.0 WELQRATE,SimilaritySearch_Mean,AID435008,AUROC,0.6185256144150073,5.0 WELQRATE,SimilaritySearch_Mean,AID435008,BEDROC,0.10029398192059819,5.0 WELQRATE,SimilaritySearch_Mean,AID435008,Enrichment factor 1%,0.0,5.0 WELQRATE,SimilaritySearch_Mean,AID435008,Enrichment factor 5%,2.9407941272056433,5.0 WELQRATE,SimilaritySearch_Mean,AID435008,RIE,1.994836747539431,5.0 WELQRATE,SimilaritySearch_Mean,AID435008,AUPRC,0.0009649697488610766,5.0 WELQRATE,SimilaritySearch_Max,AID435008,AUROC,0.763649415667272,5.0 WELQRATE,SimilaritySearch_Max,AID435008,BEDROC,0.34695763160777654,5.0 WELQRATE,SimilaritySearch_Max,AID435008,Enrichment factor 1%,29.37929717341482,5.0 WELQRATE,SimilaritySearch_Max,AID435008,Enrichment factor 5%,7.057905905293545,5.0 WELQRATE,SimilaritySearch_Max,AID435008,RIE,6.900950684097503,5.0 WELQRATE,SimilaritySearch_Max,AID435008,AUPRC,0.035738848567639335,5.0 WELQRATE,LightGBM_Ranker,AID435008,AUROC,0.7819230850166337,5.0 WELQRATE,LightGBM_Ranker,AID435008,BEDROC,0.17959829994442794,5.0 WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 1%,2.9379297173414822,5.0 WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 5%,2.9407941272056433,5.0 WELQRATE,LightGBM_Ranker,AID435008,RIE,3.5721912559129803,5.0 WELQRATE,LightGBM_Ranker,AID435008,AUPRC,0.002983805806883362,5.0 WELQRATE,LightGBM_Ranker,AID435008,accuracy,0.5004712994864461,5.0 WELQRATE,LightGBM_Ranker,AID435008,F1 score,0.002013052371830254,5.0 WELQRATE,LightGBM_Ranker,AID435008,recall,0.9117647058823529,5.0 WELQRATE,LightGBM_Ranker,AID435008,precision,0.0010076385503006663,5.0 WELQRATE,LightGBM_Ranker,AID435008,MCC,0.019364452280175744,5.0 WELQRATE,RandomForest,AID435034,AUROC,0.5242641099322134,1.0 WELQRATE,RandomForest,AID435034,BEDROC,0.15245492239434236,1.0 WELQRATE,RandomForest,AID435034,Enrichment factor 1%,11.08631772268136,1.0 WELQRATE,RandomForest,AID435034,Enrichment factor 5%,2.22093451066961,1.0 WELQRATE,RandomForest,AID435034,RIE,3.026481067752664,1.0 WELQRATE,RandomForest,AID435034,AUPRC,0.006234523815053283,1.0 WELQRATE,RandomForest,AID435034,accuracy,0.999171705458461,1.0 WELQRATE,RandomForest,AID435034,F1 score,0.0,1.0 WELQRATE,RandomForest,AID435034,recall,0.0,1.0 WELQRATE,RandomForest,AID435034,precision,0.0,1.0 WELQRATE,RandomForest,AID435034,MCC,-0.00024859132953212846,1.0 WELQRATE,LogisticRegression,AID435034,AUROC,0.8113855732390216,1.0 WELQRATE,LogisticRegression,AID435034,BEDROC,0.1975036341455524,1.0 WELQRATE,LogisticRegression,AID435034,Enrichment factor 1%,11.08631772268136,1.0 WELQRATE,LogisticRegression,AID435034,Enrichment factor 5%,4.44186902133922,1.0 WELQRATE,LogisticRegression,AID435034,RIE,3.920772109520855,1.0 WELQRATE,LogisticRegression,AID435034,AUPRC,0.004109189727423279,1.0 WELQRATE,LogisticRegression,AID435034,accuracy,0.999254534912615,1.0 WELQRATE,LogisticRegression,AID435034,F1 score,0.0,1.0 WELQRATE,LogisticRegression,AID435034,recall,0.0,1.0 WELQRATE,LogisticRegression,AID435034,precision,0.0,1.0 WELQRATE,LogisticRegression,AID435034,MCC,0.0,1.0 WELQRATE,SimilaritySearch_Mean,AID435034,AUROC,0.8419908635425877,1.0 WELQRATE,SimilaritySearch_Mean,AID435034,BEDROC,0.39411003217113183,1.0 WELQRATE,SimilaritySearch_Mean,AID435034,Enrichment factor 1%,22.17263544536272,1.0 WELQRATE,SimilaritySearch_Mean,AID435034,Enrichment factor 5%,8.88373804267844,1.0 WELQRATE,SimilaritySearch_Mean,AID435034,RIE,7.8237325644080995,1.0 WELQRATE,SimilaritySearch_Mean,AID435034,AUPRC,0.010511575443562174,1.0 WELQRATE,SimilaritySearch_Max,AID435034,AUROC,0.6909906424992631,1.0 WELQRATE,SimilaritySearch_Max,AID435034,BEDROC,0.22250008392060225,1.0 WELQRATE,SimilaritySearch_Max,AID435034,Enrichment factor 1%,11.08631772268136,1.0 WELQRATE,SimilaritySearch_Max,AID435034,Enrichment factor 5%,6.66280353200883,1.0 WELQRATE,SimilaritySearch_Max,AID435034,RIE,4.416992761363028,1.0 WELQRATE,SimilaritySearch_Max,AID435034,AUPRC,0.008364560927262057,1.0 WELQRATE,LightGBM_Ranker,AID435034,AUROC,0.815797229590333,1.0 WELQRATE,LightGBM_Ranker,AID435034,BEDROC,0.14323539206994668,1.0 WELQRATE,LightGBM_Ranker,AID435034,Enrichment factor 1%,0.0,1.0 WELQRATE,LightGBM_Ranker,AID435034,Enrichment factor 5%,4.44186902133922,1.0 WELQRATE,LightGBM_Ranker,AID435034,RIE,2.8434582229718526,1.0 WELQRATE,LightGBM_Ranker,AID435034,AUPRC,0.0026713521836895507,1.0 WELQRATE,LightGBM_Ranker,AID435034,accuracy,0.5006212209061542,1.0 WELQRATE,LightGBM_Ranker,AID435034,F1 score,0.0026468155500413565,1.0 WELQRATE,LightGBM_Ranker,AID435034,recall,0.8888888888888888,1.0 WELQRATE,LightGBM_Ranker,AID435034,precision,0.0013253810470510272,1.0 WELQRATE,LightGBM_Ranker,AID435034,MCC,0.021246009447254872,1.0 WELQRATE,RandomForest,AID435034,AUROC,0.793723231078027,2.0 WELQRATE,RandomForest,AID435034,BEDROC,0.41670549243448196,2.0 WELQRATE,RandomForest,AID435034,Enrichment factor 1%,14.253837072018891,2.0 WELQRATE,RandomForest,AID435034,Enrichment factor 5%,9.518290760012613,2.0 WELQRATE,RandomForest,AID435034,RIE,8.190811352110934,2.0 WELQRATE,RandomForest,AID435034,AUPRC,0.03596562005895755,2.0 WELQRATE,RandomForest,AID435034,accuracy,0.9982605814627682,2.0 WELQRATE,RandomForest,AID435034,F1 score,0.0,2.0 WELQRATE,RandomForest,AID435034,recall,0.0,2.0 WELQRATE,RandomForest,AID435034,precision,0.0,2.0 WELQRATE,RandomForest,AID435034,MCC,0.0,2.0 WELQRATE,LogisticRegression,AID435034,AUROC,0.8123291135239359,2.0 WELQRATE,LogisticRegression,AID435034,BEDROC,0.31759443696208556,2.0 WELQRATE,LogisticRegression,AID435034,Enrichment factor 1%,9.502558048012594,2.0 WELQRATE,LogisticRegression,AID435034,Enrichment factor 5%,7.6146326080100915,2.0 WELQRATE,LogisticRegression,AID435034,RIE,6.242672993332094,2.0 WELQRATE,LogisticRegression,AID435034,AUPRC,0.036214730385309125,2.0 WELQRATE,LogisticRegression,AID435034,accuracy,0.9981777520086142,2.0 WELQRATE,LogisticRegression,AID435034,F1 score,0.0,2.0 WELQRATE,LogisticRegression,AID435034,recall,0.0,2.0 WELQRATE,LogisticRegression,AID435034,precision,0.0,2.0 WELQRATE,LogisticRegression,AID435034,MCC,-0.00037991852676282626,2.0 WELQRATE,SimilaritySearch_Mean,AID435034,AUROC,0.5840603416939295,2.0 WELQRATE,SimilaritySearch_Mean,AID435034,BEDROC,0.12545934001895256,2.0 WELQRATE,SimilaritySearch_Mean,AID435034,Enrichment factor 1%,9.502558048012594,2.0 WELQRATE,SimilaritySearch_Mean,AID435034,Enrichment factor 5%,2.8554872280037844,2.0 WELQRATE,SimilaritySearch_Mean,AID435034,RIE,2.4660433263535455,2.0 WELQRATE,SimilaritySearch_Mean,AID435034,AUPRC,0.009243380483429717,2.0 WELQRATE,SimilaritySearch_Max,AID435034,AUROC,0.6647740742496798,2.0 WELQRATE,SimilaritySearch_Max,AID435034,BEDROC,0.1526740472125212,2.0 WELQRATE,SimilaritySearch_Max,AID435034,Enrichment factor 1%,9.502558048012594,2.0 WELQRATE,SimilaritySearch_Max,AID435034,Enrichment factor 5%,2.8554872280037844,2.0 WELQRATE,SimilaritySearch_Max,AID435034,RIE,3.000978755645707,2.0 WELQRATE,SimilaritySearch_Max,AID435034,AUPRC,0.0071720044565593095,2.0 WELQRATE,LightGBM_Ranker,AID435034,AUROC,0.7587161980623647,2.0 WELQRATE,LightGBM_Ranker,AID435034,BEDROC,0.173599894277015,2.0 WELQRATE,LightGBM_Ranker,AID435034,Enrichment factor 1%,9.502558048012594,2.0 WELQRATE,LightGBM_Ranker,AID435034,Enrichment factor 5%,2.8554872280037844,2.0 WELQRATE,LightGBM_Ranker,AID435034,RIE,3.412299623554675,2.0 WELQRATE,LightGBM_Ranker,AID435034,AUPRC,0.008391480718502674,2.0 WELQRATE,LightGBM_Ranker,AID435034,accuracy,0.5014495154476932,2.0 WELQRATE,LightGBM_Ranker,AID435034,F1 score,0.00627373287105828,2.0 WELQRATE,LightGBM_Ranker,AID435034,recall,0.9047619047619048,2.0 WELQRATE,LightGBM_Ranker,AID435034,precision,0.0031477799867461894,2.0 WELQRATE,LightGBM_Ranker,AID435034,MCC,0.03379513208574685,2.0 WELQRATE,RandomForest,AID435034,AUROC,0.6123954255022216,3.0 WELQRATE,RandomForest,AID435034,BEDROC,0.2466781751759139,3.0 WELQRATE,RandomForest,AID435034,Enrichment factor 1%,9.070623591284749,3.0 WELQRATE,RandomForest,AID435034,Enrichment factor 5%,4.54282059000602,3.0 WELQRATE,RandomForest,AID435034,RIE,4.84474405985487,3.0 WELQRATE,RandomForest,AID435034,AUPRC,0.0049530086414249505,3.0 WELQRATE,RandomForest,AID435034,accuracy,0.9980949225544604,3.0 WELQRATE,RandomForest,AID435034,F1 score,0.0,3.0 WELQRATE,RandomForest,AID435034,recall,0.0,3.0 WELQRATE,RandomForest,AID435034,precision,0.0,3.0 WELQRATE,RandomForest,AID435034,MCC,-0.0003888751429847333,3.0 WELQRATE,LogisticRegression,AID435034,AUROC,0.7444685842744095,3.0 WELQRATE,LogisticRegression,AID435034,BEDROC,0.1849639968748909,3.0 WELQRATE,LogisticRegression,AID435034,Enrichment factor 1%,4.535311795642374,3.0 WELQRATE,LogisticRegression,AID435034,Enrichment factor 5%,4.54282059000602,3.0 WELQRATE,LogisticRegression,AID435034,RIE,3.6326814364447872,3.0 WELQRATE,LogisticRegression,AID435034,AUPRC,0.006731386559689824,3.0 WELQRATE,LogisticRegression,AID435034,accuracy,0.9981777520086142,3.0 WELQRATE,LogisticRegression,AID435034,F1 score,0.0,3.0 WELQRATE,LogisticRegression,AID435034,recall,0.0,3.0 WELQRATE,LogisticRegression,AID435034,precision,0.0,3.0 WELQRATE,LogisticRegression,AID435034,MCC,0.0,3.0 WELQRATE,SimilaritySearch_Mean,AID435034,AUROC,0.6059172758201885,3.0 WELQRATE,SimilaritySearch_Mean,AID435034,BEDROC,0.11798291024680024,3.0 WELQRATE,SimilaritySearch_Mean,AID435034,Enrichment factor 1%,4.535311795642374,3.0 WELQRATE,SimilaritySearch_Mean,AID435034,Enrichment factor 5%,2.725692354003612,3.0 WELQRATE,SimilaritySearch_Mean,AID435034,RIE,2.3171770610757347,3.0 WELQRATE,SimilaritySearch_Mean,AID435034,AUPRC,0.003507750252376481,3.0 WELQRATE,SimilaritySearch_Max,AID435034,AUROC,0.6418554476806904,3.0 WELQRATE,SimilaritySearch_Max,AID435034,BEDROC,0.10061455801345054,3.0 WELQRATE,SimilaritySearch_Max,AID435034,Enrichment factor 1%,4.535311795642374,3.0 WELQRATE,SimilaritySearch_Max,AID435034,Enrichment factor 5%,1.8171282360024081,3.0 WELQRATE,SimilaritySearch_Max,AID435034,RIE,1.976063703468002,3.0 WELQRATE,SimilaritySearch_Max,AID435034,AUPRC,0.0035888816745732574,3.0 WELQRATE,LightGBM_Ranker,AID435034,AUROC,0.7772063427403233,3.0 WELQRATE,LightGBM_Ranker,AID435034,BEDROC,0.17436116801174864,3.0 WELQRATE,LightGBM_Ranker,AID435034,Enrichment factor 1%,9.070623591284749,3.0 WELQRATE,LightGBM_Ranker,AID435034,Enrichment factor 5%,3.6342564720048163,3.0 WELQRATE,LightGBM_Ranker,AID435034,RIE,3.4244425370342877,3.0 WELQRATE,LightGBM_Ranker,AID435034,AUPRC,0.00915563918789907,3.0 WELQRATE,LightGBM_Ranker,AID435034,accuracy,0.5018636627184627,3.0 WELQRATE,LightGBM_Ranker,AID435034,F1 score,0.006935270805812417,3.0 WELQRATE,LightGBM_Ranker,AID435034,recall,0.9545454545454546,3.0 WELQRATE,LightGBM_Ranker,AID435034,precision,0.0034802784222737818,3.0 WELQRATE,LightGBM_Ranker,AID435034,MCC,0.038860192917605056,3.0 WELQRATE,RandomForest,AID435034,AUROC,0.729700890142091,4.0 WELQRATE,RandomForest,AID435034,BEDROC,0.3739288315345392,4.0 WELQRATE,RandomForest,AID435034,Enrichment factor 1%,26.60716253443526,4.0 WELQRATE,RandomForest,AID435034,Enrichment factor 5%,6.662803532008829,4.0 WELQRATE,RandomForest,AID435034,RIE,7.386424577739259,4.0 WELQRATE,RandomForest,AID435034,AUPRC,0.04421744043401817,4.0 WELQRATE,RandomForest,AID435034,accuracy,0.9987575581876915,4.0 WELQRATE,RandomForest,AID435034,F1 score,0.0,4.0 WELQRATE,RandomForest,AID435034,recall,0.0,4.0 WELQRATE,RandomForest,AID435034,precision,0.0,4.0 WELQRATE,RandomForest,AID435034,MCC,0.0,4.0 WELQRATE,LogisticRegression,AID435034,AUROC,0.8565544313595401,4.0 WELQRATE,LogisticRegression,AID435034,BEDROC,0.292749581344192,4.0 WELQRATE,LogisticRegression,AID435034,Enrichment factor 1%,6.651790633608815,4.0 WELQRATE,LogisticRegression,AID435034,Enrichment factor 5%,9.327924944812363,4.0 WELQRATE,LogisticRegression,AID435034,RIE,5.782845621392705,4.0 WELQRATE,LogisticRegression,AID435034,AUPRC,0.07338608710432849,4.0 WELQRATE,LogisticRegression,AID435034,accuracy,0.9987575581876915,4.0 WELQRATE,LogisticRegression,AID435034,F1 score,0.0,4.0 WELQRATE,LogisticRegression,AID435034,recall,0.0,4.0 WELQRATE,LogisticRegression,AID435034,precision,0.0,4.0 WELQRATE,LogisticRegression,AID435034,MCC,0.0,4.0 WELQRATE,SimilaritySearch_Mean,AID435034,AUROC,0.6874606070658484,4.0 WELQRATE,SimilaritySearch_Mean,AID435034,BEDROC,0.26131088657426516,4.0 WELQRATE,SimilaritySearch_Mean,AID435034,Enrichment factor 1%,19.955371900826446,4.0 WELQRATE,SimilaritySearch_Mean,AID435034,Enrichment factor 5%,5.330242825607064,4.0 WELQRATE,SimilaritySearch_Mean,AID435034,RIE,5.1618195681851855,4.0 WELQRATE,SimilaritySearch_Mean,AID435034,AUPRC,0.01676994825300919,4.0 WELQRATE,SimilaritySearch_Max,AID435034,AUROC,0.7110244927295848,4.0 WELQRATE,SimilaritySearch_Max,AID435034,BEDROC,0.2084851871233134,4.0 WELQRATE,SimilaritySearch_Max,AID435034,Enrichment factor 1%,13.30358126721763,4.0 WELQRATE,SimilaritySearch_Max,AID435034,Enrichment factor 5%,3.9976821192052983,4.0 WELQRATE,SimilaritySearch_Max,AID435034,RIE,4.118324096187015,4.0 WELQRATE,SimilaritySearch_Max,AID435034,AUPRC,0.008748329382955134,4.0 WELQRATE,LightGBM_Ranker,AID435034,AUROC,0.7884281528169403,4.0 WELQRATE,LightGBM_Ranker,AID435034,BEDROC,0.16759920594008013,4.0 WELQRATE,LightGBM_Ranker,AID435034,Enrichment factor 1%,6.651790633608815,4.0 WELQRATE,LightGBM_Ranker,AID435034,Enrichment factor 5%,2.665121412803532,4.0 WELQRATE,LightGBM_Ranker,AID435034,RIE,3.3106805310976437,4.0 WELQRATE,LightGBM_Ranker,AID435034,AUPRC,0.0053340794576349935,4.0 WELQRATE,LightGBM_Ranker,AID435034,accuracy,0.5009525387227698,4.0 WELQRATE,LightGBM_Ranker,AID435034,F1 score,0.004296810444554619,4.0 WELQRATE,LightGBM_Ranker,AID435034,recall,0.8666666666666667,4.0 WELQRATE,LightGBM_Ranker,AID435034,precision,0.0021537442014579193,4.0 WELQRATE,LightGBM_Ranker,AID435034,MCC,0.025867738849064778,4.0 WELQRATE,RandomForest,AID435034,AUROC,0.6710571892476997,5.0 WELQRATE,RandomForest,AID435034,BEDROC,0.32531526542116973,5.0 WELQRATE,RandomForest,AID435034,Enrichment factor 1%,17.352497305066475,5.0 WELQRATE,RandomForest,AID435034,Enrichment factor 5%,6.083429311834149,5.0 WELQRATE,RandomForest,AID435034,RIE,6.383914544312681,5.0 WELQRATE,RandomForest,AID435034,AUPRC,0.06512150378454233,5.0 WELQRATE,RandomForest,AID435034,accuracy,0.9980949225544604,5.0 WELQRATE,RandomForest,AID435034,F1 score,0.0,5.0 WELQRATE,RandomForest,AID435034,recall,0.0,5.0 WELQRATE,RandomForest,AID435034,precision,0.0,5.0 WELQRATE,RandomForest,AID435034,MCC,0.0,5.0 WELQRATE,LogisticRegression,AID435034,AUROC,0.796182572614108,5.0 WELQRATE,LogisticRegression,AID435034,BEDROC,0.3383163157400907,5.0 WELQRATE,LogisticRegression,AID435034,Enrichment factor 1%,21.690621631333094,5.0 WELQRATE,LogisticRegression,AID435034,Enrichment factor 5%,7.821551972358192,5.0 WELQRATE,LogisticRegression,AID435034,RIE,6.6390442676859855,5.0 WELQRATE,LogisticRegression,AID435034,AUPRC,0.0920973367121748,5.0 WELQRATE,LogisticRegression,AID435034,accuracy,0.9980949225544604,5.0 WELQRATE,LogisticRegression,AID435034,F1 score,0.0,5.0 WELQRATE,LogisticRegression,AID435034,recall,0.0,5.0 WELQRATE,LogisticRegression,AID435034,precision,0.0,5.0 WELQRATE,LogisticRegression,AID435034,MCC,0.0,5.0 WELQRATE,SimilaritySearch_Mean,AID435034,AUROC,0.5374851163629804,5.0 WELQRATE,SimilaritySearch_Mean,AID435034,BEDROC,0.13166881167849023,5.0 WELQRATE,SimilaritySearch_Mean,AID435034,Enrichment factor 1%,13.014372978799857,5.0 WELQRATE,SimilaritySearch_Mean,AID435034,Enrichment factor 5%,2.607183990786064,5.0 WELQRATE,SimilaritySearch_Mean,AID435034,RIE,2.58383955316445,5.0 WELQRATE,SimilaritySearch_Mean,AID435034,AUPRC,0.02197519573644266,5.0 WELQRATE,SimilaritySearch_Max,AID435034,AUROC,0.6152823380840701,5.0 WELQRATE,SimilaritySearch_Max,AID435034,BEDROC,0.231005762853265,5.0 WELQRATE,SimilaritySearch_Max,AID435034,Enrichment factor 1%,13.014372978799857,5.0 WELQRATE,SimilaritySearch_Max,AID435034,Enrichment factor 5%,5.214367981572128,5.0 WELQRATE,SimilaritySearch_Max,AID435034,RIE,4.533205816064293,5.0 WELQRATE,SimilaritySearch_Max,AID435034,AUPRC,0.023585712606794207,5.0 WELQRATE,LightGBM_Ranker,AID435034,AUROC,0.707344398340249,5.0 WELQRATE,LightGBM_Ranker,AID435034,BEDROC,0.2441262785898698,5.0 WELQRATE,LightGBM_Ranker,AID435034,Enrichment factor 1%,17.352497305066475,5.0 WELQRATE,LightGBM_Ranker,AID435034,Enrichment factor 5%,6.083429311834149,5.0 WELQRATE,LightGBM_Ranker,AID435034,RIE,4.790679902255885,5.0 WELQRATE,LightGBM_Ranker,AID435034,AUPRC,0.031944536461778715,5.0 WELQRATE,LightGBM_Ranker,AID435034,accuracy,0.5012010270852315,5.0 WELQRATE,LightGBM_Ranker,AID435034,F1 score,0.005942555298778475,5.0 WELQRATE,LightGBM_Ranker,AID435034,recall,0.782608695652174,5.0 WELQRATE,LightGBM_Ranker,AID435034,precision,0.002982601491300746,5.0 WELQRATE,LightGBM_Ranker,AID435034,MCC,0.024704542325375566,5.0 WELQRATE,RandomForest,AID463087,AUROC,0.8210899562689595,1.0 WELQRATE,RandomForest,AID463087,BEDROC,0.3838127280727259,1.0 WELQRATE,RandomForest,AID463087,Enrichment factor 1%,18.451003086419753,1.0 WELQRATE,RandomForest,AID463087,Enrichment factor 5%,8.514067881883975,1.0 WELQRATE,RandomForest,AID463087,RIE,7.258745892140552,1.0 WELQRATE,RandomForest,AID463087,AUPRC,0.06258476712478425,1.0 WELQRATE,RandomForest,AID463087,accuracy,0.9942498693152118,1.0 WELQRATE,RandomForest,AID463087,F1 score,0.0,1.0 WELQRATE,RandomForest,AID463087,recall,0.0,1.0 WELQRATE,RandomForest,AID463087,precision,0.0,1.0 WELQRATE,RandomForest,AID463087,MCC,-0.000770484675643946,1.0 WELQRATE,LogisticRegression,AID463087,AUROC,0.8591411698734799,1.0 WELQRATE,LogisticRegression,AID463087,BEDROC,0.3956088288913822,1.0 WELQRATE,LogisticRegression,AID463087,Enrichment factor 1%,17.528452932098766,1.0 WELQRATE,LogisticRegression,AID463087,Enrichment factor 5%,9.43951004295832,1.0 WELQRATE,LogisticRegression,AID463087,RIE,7.48183619525756,1.0 WELQRATE,LogisticRegression,AID463087,AUPRC,0.09423448149834278,1.0 WELQRATE,LogisticRegression,AID463087,accuracy,0.9944589649764768,1.0 WELQRATE,LogisticRegression,AID463087,F1 score,0.03636363636363636,1.0 WELQRATE,LogisticRegression,AID463087,recall,0.018518518518518517,1.0 WELQRATE,LogisticRegression,AID463087,precision,1.0,1.0 WELQRATE,LogisticRegression,AID463087,MCC,0.13570518055647351,1.0 WELQRATE,SimilaritySearch_Mean,AID463087,AUROC,0.7181879071796009,1.0 WELQRATE,SimilaritySearch_Mean,AID463087,BEDROC,0.1617970620232104,1.0 WELQRATE,SimilaritySearch_Mean,AID463087,Enrichment factor 1%,3.690200617283951,1.0 WELQRATE,SimilaritySearch_Mean,AID463087,Enrichment factor 5%,3.331591779867642,1.0 WELQRATE,SimilaritySearch_Mean,AID463087,RIE,3.0599396088493482,1.0 WELQRATE,SimilaritySearch_Mean,AID463087,AUPRC,0.014871119624071852,1.0 WELQRATE,SimilaritySearch_Max,AID463087,AUROC,0.8371505508241919,1.0 WELQRATE,SimilaritySearch_Max,AID463087,BEDROC,0.3960143935363324,1.0 WELQRATE,SimilaritySearch_Max,AID463087,Enrichment factor 1%,21.21865354938272,1.0 WELQRATE,SimilaritySearch_Max,AID463087,Enrichment factor 5%,8.884244746313712,1.0 WELQRATE,SimilaritySearch_Max,AID463087,RIE,7.4895063178655645,1.0 WELQRATE,SimilaritySearch_Max,AID463087,AUPRC,0.05751831159178091,1.0 WELQRATE,LightGBM_Ranker,AID463087,AUROC,0.5609231221548538,1.0 WELQRATE,LightGBM_Ranker,AID463087,BEDROC,0.13312847183414397,1.0 WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 1%,4.612750771604938,1.0 WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 5%,2.4061496187932967,1.0 WELQRATE,LightGBM_Ranker,AID463087,RIE,2.517753290375291,1.0 WELQRATE,LightGBM_Ranker,AID463087,AUPRC,0.014615654193325014,1.0 WELQRATE,LightGBM_Ranker,AID463087,accuracy,0.5008886565603764,1.0 WELQRATE,LightGBM_Ranker,AID463087,F1 score,0.01282051282051282,1.0 WELQRATE,LightGBM_Ranker,AID463087,recall,0.5740740740740741,1.0 WELQRATE,LightGBM_Ranker,AID463087,precision,0.006482643245503974,1.0 WELQRATE,LightGBM_Ranker,AID463087,MCC,0.011170854397958159,1.0 WELQRATE,RandomForest,AID463087,AUROC,0.8721839819275604,2.0 WELQRATE,RandomForest,AID463087,BEDROC,0.5165114634770345,2.0 WELQRATE,RandomForest,AID463087,Enrichment factor 1%,29.552877824858758,2.0 WELQRATE,RandomForest,AID463087,Enrichment factor 5%,11.688805058179693,2.0 WELQRATE,RandomForest,AID463087,RIE,9.718442002248501,2.0 WELQRATE,RandomForest,AID463087,AUPRC,0.14741869643161631,2.0 WELQRATE,RandomForest,AID463087,accuracy,0.9938839519079979,2.0 WELQRATE,RandomForest,AID463087,F1 score,0.07874015748031496,2.0 WELQRATE,RandomForest,AID463087,recall,0.0423728813559322,2.0 WELQRATE,RandomForest,AID463087,precision,0.5555555555555556,2.0 WELQRATE,RandomForest,AID463087,MCC,0.1522315189579323,2.0 WELQRATE,LogisticRegression,AID463087,AUROC,0.8923111005716282,2.0 WELQRATE,LogisticRegression,AID463087,BEDROC,0.5067474477843187,2.0 WELQRATE,LogisticRegression,AID463087,Enrichment factor 1%,30.397245762711865,2.0 WELQRATE,LogisticRegression,AID463087,Enrichment factor 5%,11.180596142606664,2.0 WELQRATE,LogisticRegression,AID463087,RIE,9.534726777127387,2.0 WELQRATE,LogisticRegression,AID463087,AUPRC,0.1520118996684213,2.0 WELQRATE,LogisticRegression,AID463087,accuracy,0.9936225823314166,2.0 WELQRATE,LogisticRegression,AID463087,F1 score,0.08955223880597014,2.0 WELQRATE,LogisticRegression,AID463087,recall,0.05084745762711865,2.0 WELQRATE,LogisticRegression,AID463087,precision,0.375,2.0 WELQRATE,LogisticRegression,AID463087,MCC,0.13629266338744497,2.0 WELQRATE,SimilaritySearch_Mean,AID463087,AUROC,0.7267528625988224,2.0 WELQRATE,SimilaritySearch_Mean,AID463087,BEDROC,0.21496574960042078,2.0 WELQRATE,SimilaritySearch_Mean,AID463087,Enrichment factor 1%,5.0662076271186445,2.0 WELQRATE,SimilaritySearch_Mean,AID463087,Enrichment factor 5%,5.0820891557303005,2.0 WELQRATE,SimilaritySearch_Mean,AID463087,RIE,4.044696644539008,2.0 WELQRATE,SimilaritySearch_Mean,AID463087,AUPRC,0.019441874139700104,2.0 WELQRATE,SimilaritySearch_Max,AID463087,AUROC,0.836001659968548,2.0 WELQRATE,SimilaritySearch_Max,AID463087,BEDROC,0.4020069436024785,2.0 WELQRATE,SimilaritySearch_Max,AID463087,Enrichment factor 1%,20.264830508474578,2.0 WELQRATE,SimilaritySearch_Max,AID463087,Enrichment factor 5%,9.147760480314542,2.0 WELQRATE,SimilaritySearch_Max,AID463087,RIE,7.563977660099543,2.0 WELQRATE,SimilaritySearch_Max,AID463087,AUPRC,0.06729703597125719,2.0 WELQRATE,LightGBM_Ranker,AID463087,AUROC,0.5984075178210372,2.0 WELQRATE,LightGBM_Ranker,AID463087,BEDROC,0.1257016748403167,2.0 WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 1%,7.599311440677966,2.0 WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 5%,2.202238634149797,2.0 WELQRATE,LightGBM_Ranker,AID463087,RIE,2.3651449000641813,2.0 WELQRATE,LightGBM_Ranker,AID463087,AUPRC,0.04149847862757671,2.0 WELQRATE,LightGBM_Ranker,AID463087,accuracy,0.5014636696288552,2.0 WELQRATE,LightGBM_Ranker,AID463087,F1 score,0.015077971702984612,2.0 WELQRATE,LightGBM_Ranker,AID463087,recall,0.6186440677966102,2.0 WELQRATE,LightGBM_Ranker,AID463087,precision,0.007631991636173549,2.0 WELQRATE,LightGBM_Ranker,AID463087,MCC,0.018694038160048186,2.0 WELQRATE,RandomForest,AID463087,AUROC,0.8140430413049197,3.0 WELQRATE,RandomForest,AID463087,BEDROC,0.4125077189685862,3.0 WELQRATE,RandomForest,AID463087,Enrichment factor 1%,19.927083333333332,3.0 WELQRATE,RandomForest,AID463087,Enrichment factor 5%,8.795402298850576,3.0 WELQRATE,RandomForest,AID463087,RIE,7.733805371662129,3.0 WELQRATE,RandomForest,AID463087,AUPRC,0.17190615299453785,3.0 WELQRATE,RandomForest,AID463087,accuracy,0.9937794040773654,3.0 WELQRATE,RandomForest,AID463087,F1 score,0.0916030534351145,3.0 WELQRATE,RandomForest,AID463087,recall,0.048,3.0 WELQRATE,RandomForest,AID463087,precision,1.0,3.0 WELQRATE,RandomForest,AID463087,MCC,0.2184063133610359,3.0 WELQRATE,LogisticRegression,AID463087,AUROC,0.8801624835569586,3.0 WELQRATE,LogisticRegression,AID463087,BEDROC,0.49652559881656433,3.0 WELQRATE,LogisticRegression,AID463087,Enrichment factor 1%,27.897916666666667,3.0 WELQRATE,LogisticRegression,AID463087,Enrichment factor 5%,11.354064785788923,3.0 WELQRATE,LogisticRegression,AID463087,RIE,9.308995112132084,3.0 WELQRATE,LogisticRegression,AID463087,AUPRC,0.196109426787353,3.0 WELQRATE,LogisticRegression,AID463087,accuracy,0.9938316779926817,3.0 WELQRATE,LogisticRegression,AID463087,F1 score,0.1917808219178082,3.0 WELQRATE,LogisticRegression,AID463087,recall,0.112,3.0 WELQRATE,LogisticRegression,AID463087,precision,0.6666666666666666,3.0 WELQRATE,LogisticRegression,AID463087,MCC,0.27161125394470176,3.0 WELQRATE,SimilaritySearch_Mean,AID463087,AUROC,0.692177847934754,3.0 WELQRATE,SimilaritySearch_Mean,AID463087,BEDROC,0.21542989006551957,3.0 WELQRATE,SimilaritySearch_Mean,AID463087,Enrichment factor 1%,12.753333333333334,3.0 WELQRATE,SimilaritySearch_Mean,AID463087,Enrichment factor 5%,4.477659352142111,3.0 WELQRATE,SimilaritySearch_Mean,AID463087,RIE,4.03893738970514,3.0 WELQRATE,SimilaritySearch_Mean,AID463087,AUPRC,0.04211096600438866,3.0 WELQRATE,SimilaritySearch_Max,AID463087,AUROC,0.8096334648776637,3.0 WELQRATE,SimilaritySearch_Max,AID463087,BEDROC,0.33171865820721597,3.0 WELQRATE,SimilaritySearch_Max,AID463087,Enrichment factor 1%,16.73875,3.0 WELQRATE,SimilaritySearch_Max,AID463087,Enrichment factor 5%,6.716489028213166,3.0 WELQRATE,SimilaritySearch_Max,AID463087,RIE,6.219150397223653,3.0 WELQRATE,SimilaritySearch_Max,AID463087,AUPRC,0.08591847876499979,3.0 WELQRATE,LightGBM_Ranker,AID463087,AUROC,0.5905363851617995,3.0 WELQRATE,LightGBM_Ranker,AID463087,BEDROC,0.12342289185364819,3.0 WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 1%,6.376666666666667,3.0 WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 5%,1.9189968652037617,3.0 WELQRATE,LightGBM_Ranker,AID463087,RIE,2.3139655158967223,3.0 WELQRATE,LightGBM_Ranker,AID463087,AUPRC,0.05478104702844921,3.0 WELQRATE,LightGBM_Ranker,AID463087,accuracy,0.5021432305279665,3.0 WELQRATE,LightGBM_Ranker,AID463087,F1 score,0.017131062951496388,3.0 WELQRATE,LightGBM_Ranker,AID463087,recall,0.664,3.0 WELQRATE,LightGBM_Ranker,AID463087,precision,0.008677469942498694,3.0 WELQRATE,LightGBM_Ranker,AID463087,MCC,0.02660081318868645,3.0 WELQRATE,RandomForest,AID463087,AUROC,0.8445787898308044,4.0 WELQRATE,RandomForest,AID463087,BEDROC,0.5333766195314219,4.0 WELQRATE,RandomForest,AID463087,Enrichment factor 1%,36.23106060606061,4.0 WELQRATE,RandomForest,AID463087,Enrichment factor 5%,10.903391279566828,4.0 WELQRATE,RandomForest,AID463087,RIE,9.908413126933697,4.0 WELQRATE,RandomForest,AID463087,AUPRC,0.30217397560181636,4.0 WELQRATE,RandomForest,AID463087,accuracy,0.9933089388395191,4.0 WELQRATE,RandomForest,AID463087,F1 score,0.21951219512195122,4.0 WELQRATE,RandomForest,AID463087,recall,0.1258741258741259,4.0 WELQRATE,RandomForest,AID463087,precision,0.8571428571428571,4.0 WELQRATE,RandomForest,AID463087,MCC,0.327008126637654,4.0 WELQRATE,LogisticRegression,AID463087,AUROC,0.9113051587376125,4.0 WELQRATE,LogisticRegression,AID463087,BEDROC,0.5907539002580977,4.0 WELQRATE,LogisticRegression,AID463087,Enrichment factor 1%,39.71481643356643,4.0 WELQRATE,LogisticRegression,AID463087,Enrichment factor 5%,12.441049024121124,4.0 WELQRATE,LogisticRegression,AID463087,RIE,10.974297491134323,4.0 WELQRATE,LogisticRegression,AID463087,AUPRC,0.35576581637778326,4.0 WELQRATE,LogisticRegression,AID463087,accuracy,0.9927861996863565,4.0 WELQRATE,LogisticRegression,AID463087,F1 score,0.08,4.0 WELQRATE,LogisticRegression,AID463087,recall,0.04195804195804196,4.0 WELQRATE,LogisticRegression,AID463087,precision,0.8571428571428571,4.0 WELQRATE,LogisticRegression,AID463087,MCC,0.18872910744065313,4.0 WELQRATE,SimilaritySearch_Mean,AID463087,AUROC,0.7480591247379049,4.0 WELQRATE,SimilaritySearch_Mean,AID463087,BEDROC,0.22472440492824639,4.0 WELQRATE,SimilaritySearch_Mean,AID463087,Enrichment factor 1%,6.967511655011655,4.0 WELQRATE,SimilaritySearch_Mean,AID463087,Enrichment factor 5%,4.33339909828938,4.0 WELQRATE,SimilaritySearch_Mean,AID463087,RIE,4.1746529111333714,4.0 WELQRATE,SimilaritySearch_Mean,AID463087,AUPRC,0.0316381113955256,4.0 WELQRATE,SimilaritySearch_Max,AID463087,AUROC,0.8483150598808681,4.0 WELQRATE,SimilaritySearch_Max,AID463087,BEDROC,0.4718345490449088,4.0 WELQRATE,SimilaritySearch_Max,AID463087,Enrichment factor 1%,32.74730477855478,4.0 WELQRATE,SimilaritySearch_Max,AID463087,Enrichment factor 5%,9.785094738072795,4.0 WELQRATE,SimilaritySearch_Max,AID463087,RIE,8.765160434555582,4.0 WELQRATE,SimilaritySearch_Max,AID463087,AUPRC,0.19283335145716077,4.0 WELQRATE,LightGBM_Ranker,AID463087,AUROC,0.7052125469726986,4.0 WELQRATE,LightGBM_Ranker,AID463087,BEDROC,0.3188142781970405,4.0 WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 1%,25.779793123543122,4.0 WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 5%,6.430205113590693,4.0 WELQRATE,LightGBM_Ranker,AID463087,RIE,5.922538545947009,4.0 WELQRATE,LightGBM_Ranker,AID463087,AUPRC,0.09144207881114341,4.0 WELQRATE,LightGBM_Ranker,AID463087,accuracy,0.5039728175640356,4.0 WELQRATE,LightGBM_Ranker,AID463087,F1 score,0.022458019985577417,4.0 WELQRATE,LightGBM_Ranker,AID463087,recall,0.7622377622377622,4.0 WELQRATE,LightGBM_Ranker,AID463087,precision,0.011396905060644082,4.0 WELQRATE,LightGBM_Ranker,AID463087,MCC,0.045525176114569174,4.0 WELQRATE,RandomForest,AID463087,AUROC,0.8095617408906883,5.0 WELQRATE,RandomForest,AID463087,BEDROC,0.43977695577461434,5.0 WELQRATE,RandomForest,AID463087,Enrichment factor 1%,25.292067307692307,5.0 WELQRATE,RandomForest,AID463087,Enrichment factor 5%,9.841009565147496,5.0 WELQRATE,RandomForest,AID463087,RIE,8.224011792870792,5.0 WELQRATE,RandomForest,AID463087,AUPRC,0.1448897681042286,5.0 WELQRATE,RandomForest,AID463087,accuracy,0.9933612127548354,5.0 WELQRATE,RandomForest,AID463087,F1 score,0.11188811188811189,5.0 WELQRATE,RandomForest,AID463087,recall,0.06153846153846154,5.0 WELQRATE,RandomForest,AID463087,precision,0.6153846153846154,5.0 WELQRATE,RandomForest,AID463087,MCC,0.1931756589818985,5.0 WELQRATE,LogisticRegression,AID463087,AUROC,0.8801414979757086,5.0 WELQRATE,LogisticRegression,AID463087,BEDROC,0.45522876532615425,5.0 WELQRATE,LogisticRegression,AID463087,Enrichment factor 1%,26.824919871794872,5.0 WELQRATE,LogisticRegression,AID463087,Enrichment factor 5%,9.072180692870347,5.0 WELQRATE,LogisticRegression,AID463087,RIE,8.512967049898624,5.0 WELQRATE,LogisticRegression,AID463087,AUPRC,0.13836761144160953,5.0 WELQRATE,LogisticRegression,AID463087,accuracy,0.9931521170935703,5.0 WELQRATE,LogisticRegression,AID463087,F1 score,0.0,5.0 WELQRATE,LogisticRegression,AID463087,recall,0.0,5.0 WELQRATE,LogisticRegression,AID463087,precision,0.0,5.0 WELQRATE,LogisticRegression,AID463087,MCC,-0.0005980654885269564,5.0 WELQRATE,SimilaritySearch_Mean,AID463087,AUROC,0.7085491902834008,5.0 WELQRATE,SimilaritySearch_Mean,AID463087,BEDROC,0.1574815130315339,5.0 WELQRATE,SimilaritySearch_Mean,AID463087,Enrichment factor 1%,3.065705128205128,5.0 WELQRATE,SimilaritySearch_Mean,AID463087,Enrichment factor 5%,3.3828470380194515,5.0 WELQRATE,SimilaritySearch_Mean,AID463087,RIE,2.9449697529381202,5.0 WELQRATE,SimilaritySearch_Mean,AID463087,AUPRC,0.015710188494588762,5.0 WELQRATE,SimilaritySearch_Max,AID463087,AUROC,0.8391006072874494,5.0 WELQRATE,SimilaritySearch_Max,AID463087,BEDROC,0.40554743987271347,5.0 WELQRATE,SimilaritySearch_Max,AID463087,Enrichment factor 1%,21.459935897435898,5.0 WELQRATE,SimilaritySearch_Max,AID463087,Enrichment factor 5%,8.610883369504059,5.0 WELQRATE,SimilaritySearch_Max,AID463087,RIE,7.583905627157256,5.0 WELQRATE,SimilaritySearch_Max,AID463087,AUPRC,0.08032943346930746,5.0 WELQRATE,LightGBM_Ranker,AID463087,AUROC,0.5851372469635627,5.0 WELQRATE,LightGBM_Ranker,AID463087,BEDROC,0.136037723263164,5.0 WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 1%,6.897836538461538,5.0 WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 5%,2.921549714653163,5.0 WELQRATE,LightGBM_Ranker,AID463087,RIE,2.5439619768907766,5.0 WELQRATE,LightGBM_Ranker,AID463087,AUPRC,0.02412276875394552,5.0 WELQRATE,LightGBM_Ranker,AID463087,accuracy,0.5018818609513852,5.0 WELQRATE,LightGBM_Ranker,AID463087,F1 score,0.017122227952552863,5.0 WELQRATE,LightGBM_Ranker,AID463087,recall,0.6384615384615384,5.0 WELQRATE,LightGBM_Ranker,AID463087,precision,0.008677469942498694,5.0 WELQRATE,LightGBM_Ranker,AID463087,MCC,0.022906251467128002,5.0 WELQRATE,RandomForest,AID485290,AUROC,0.6912273525615001,1.0 WELQRATE,RandomForest,AID485290,BEDROC,0.3623715246371422,1.0 WELQRATE,RandomForest,AID485290,Enrichment factor 1%,22.285909311099044,1.0 WELQRATE,RandomForest,AID485290,Enrichment factor 5%,8.262846360932485,1.0 WELQRATE,RandomForest,AID485290,RIE,7.093685555241436,1.0 WELQRATE,RandomForest,AID485290,AUPRC,0.03541145390801611,1.0 WELQRATE,RandomForest,AID485290,accuracy,0.9978303010901848,1.0 WELQRATE,RandomForest,AID485290,F1 score,0.016129032258064516,1.0 WELQRATE,RandomForest,AID485290,recall,0.008264462809917356,1.0 WELQRATE,RandomForest,AID485290,precision,0.3333333333333333,1.0 WELQRATE,RandomForest,AID485290,MCC,0.05220514137803991,1.0 WELQRATE,LogisticRegression,AID485290,AUROC,0.7822754168908015,1.0 WELQRATE,LogisticRegression,AID485290,BEDROC,0.35366450606536926,1.0 WELQRATE,LogisticRegression,AID485290,Enrichment factor 1%,21.46050526253982,1.0 WELQRATE,LogisticRegression,AID485290,Enrichment factor 5%,7.767075579276535,1.0 WELQRATE,LogisticRegression,AID485290,RIE,6.923239349329185,1.0 WELQRATE,LogisticRegression,AID485290,AUPRC,0.06411977550199457,1.0 WELQRATE,LogisticRegression,AID485290,accuracy,0.9978480855074784,1.0 WELQRATE,LogisticRegression,AID485290,F1 score,0.0,1.0 WELQRATE,LogisticRegression,AID485290,recall,0.0,1.0 WELQRATE,LogisticRegression,AID485290,precision,0.0,1.0 WELQRATE,LogisticRegression,AID485290,MCC,0.0,1.0 WELQRATE,SimilaritySearch_Mean,AID485290,AUROC,0.5509685570979699,1.0 WELQRATE,SimilaritySearch_Mean,AID485290,BEDROC,0.08284225282293954,1.0 WELQRATE,SimilaritySearch_Mean,AID485290,Enrichment factor 1%,0.8254040485592238,1.0 WELQRATE,SimilaritySearch_Mean,AID485290,Enrichment factor 5%,2.148340053842446,1.0 WELQRATE,SimilaritySearch_Mean,AID485290,RIE,1.621697247256965,1.0 WELQRATE,SimilaritySearch_Mean,AID485290,AUPRC,0.002797952530978094,1.0 WELQRATE,SimilaritySearch_Max,AID485290,AUROC,0.6761434706501688,1.0 WELQRATE,SimilaritySearch_Max,AID485290,BEDROC,0.2251617286594922,1.0 WELQRATE,SimilaritySearch_Max,AID485290,Enrichment factor 1%,12.381060728388356,1.0 WELQRATE,SimilaritySearch_Max,AID485290,Enrichment factor 5%,4.957707816559491,1.0 WELQRATE,SimilaritySearch_Max,AID485290,RIE,4.407704246530112,1.0 WELQRATE,SimilaritySearch_Max,AID485290,AUPRC,0.011228636151679027,1.0 WELQRATE,LightGBM_Ranker,AID485290,AUROC,0.6929574869481349,1.0 WELQRATE,LightGBM_Ranker,AID485290,BEDROC,0.1896959007175852,1.0 WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 1%,9.904848582710684,1.0 WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 5%,4.296680107684892,1.0 WELQRATE,LightGBM_Ranker,AID485290,RIE,3.713434932366486,1.0 WELQRATE,LightGBM_Ranker,AID485290,AUPRC,0.00853557059649222,1.0 WELQRATE,LightGBM_Ranker,AID485290,accuracy,0.5011293104981416,1.0 WELQRATE,LightGBM_Ranker,AID485290,F1 score,0.006516734549318222,1.0 WELQRATE,LightGBM_Ranker,AID485290,recall,0.7603305785123967,1.0 WELQRATE,LightGBM_Ranker,AID485290,precision,0.003272390979583126,1.0 WELQRATE,LightGBM_Ranker,AID485290,MCC,0.024179666376734063,1.0 WELQRATE,RandomForest,AID485290,AUROC,0.7613028080840972,2.0 WELQRATE,RandomForest,AID485290,BEDROC,0.39080986301100545,2.0 WELQRATE,RandomForest,AID485290,Enrichment factor 1%,25.39166691754222,2.0 WELQRATE,RandomForest,AID485290,Enrichment factor 5%,9.150752224124213,2.0 WELQRATE,RandomForest,AID485290,RIE,7.654440551425014,2.0 WELQRATE,RandomForest,AID485290,AUPRC,0.053854526675556416,2.0 WELQRATE,RandomForest,AID485290,accuracy,0.9978658699247719,2.0 WELQRATE,RandomForest,AID485290,F1 score,0.0,2.0 WELQRATE,RandomForest,AID485290,recall,0.0,2.0 WELQRATE,RandomForest,AID485290,precision,0.0,2.0 WELQRATE,RandomForest,AID485290,MCC,-0.0002735013919747999,2.0 WELQRATE,LogisticRegression,AID485290,AUROC,0.7944793295613508,2.0 WELQRATE,LogisticRegression,AID485290,BEDROC,0.3425116256858484,2.0 WELQRATE,LogisticRegression,AID485290,Enrichment factor 1%,16.08138904777674,2.0 WELQRATE,LogisticRegression,AID485290,Enrichment factor 5%,8.1340019769993,2.0 WELQRATE,LogisticRegression,AID485290,RIE,6.708466513148898,2.0 WELQRATE,LogisticRegression,AID485290,AUPRC,0.024098114823315073,2.0 WELQRATE,LogisticRegression,AID485290,accuracy,0.997901438759359,2.0 WELQRATE,LogisticRegression,AID485290,F1 score,0.0,2.0 WELQRATE,LogisticRegression,AID485290,recall,0.0,2.0 WELQRATE,LogisticRegression,AID485290,precision,0.0,2.0 WELQRATE,LogisticRegression,AID485290,MCC,0.0,2.0 WELQRATE,SimilaritySearch_Mean,AID485290,AUROC,0.5189167265006499,2.0 WELQRATE,SimilaritySearch_Mean,AID485290,BEDROC,0.07461579081519173,2.0 WELQRATE,SimilaritySearch_Mean,AID485290,Enrichment factor 1%,2.539166691754222,2.0 WELQRATE,SimilaritySearch_Mean,AID485290,Enrichment factor 5%,1.6945837452081878,2.0 WELQRATE,SimilaritySearch_Mean,AID485290,RIE,1.4614322778446902,2.0 WELQRATE,SimilaritySearch_Mean,AID485290,AUPRC,0.0025602717116956194,2.0 WELQRATE,SimilaritySearch_Max,AID485290,AUROC,0.6973160644956471,2.0 WELQRATE,SimilaritySearch_Max,AID485290,BEDROC,0.23842813110374644,2.0 WELQRATE,SimilaritySearch_Max,AID485290,Enrichment factor 1%,12.69583345877111,2.0 WELQRATE,SimilaritySearch_Max,AID485290,Enrichment factor 5%,5.422667984666201,2.0 WELQRATE,SimilaritySearch_Max,AID485290,RIE,4.6698769260205015,2.0 WELQRATE,SimilaritySearch_Max,AID485290,AUPRC,0.018603204803460213,2.0 WELQRATE,LightGBM_Ranker,AID485290,AUROC,0.6440826732967855,2.0 WELQRATE,LightGBM_Ranker,AID485290,BEDROC,0.19478577240492675,2.0 WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 1%,5.924722280759852,2.0 WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 5%,4.9142928611037435,2.0 WELQRATE,LightGBM_Ranker,AID485290,RIE,3.8150933855720517,2.0 WELQRATE,LightGBM_Ranker,AID485290,AUPRC,0.010624498817138863,2.0 WELQRATE,LightGBM_Ranker,AID485290,accuracy,0.5007202689003895,2.0 WELQRATE,LightGBM_Ranker,AID485290,F1 score,0.005596486256729952,2.0 WELQRATE,LightGBM_Ranker,AID485290,recall,0.6694915254237288,2.0 WELQRATE,LightGBM_Ranker,AID485290,precision,0.0028099879063811623,2.0 WELQRATE,LightGBM_Ranker,AID485290,MCC,0.015545967936525192,2.0 WELQRATE,RandomForest,AID485290,AUROC,0.7418865275262001,3.0 WELQRATE,RandomForest,AID485290,BEDROC,0.37845322139076476,3.0 WELQRATE,RandomForest,AID485290,Enrichment factor 1%,22.279560049187047,3.0 WELQRATE,RandomForest,AID485290,Enrichment factor 5%,8.152251340409236,3.0 WELQRATE,RandomForest,AID485290,RIE,7.396735978924158,3.0 WELQRATE,RandomForest,AID485290,AUPRC,0.05653385366167721,3.0 WELQRATE,RandomForest,AID485290,accuracy,0.9976702413345426,3.0 WELQRATE,RandomForest,AID485290,F1 score,0.0,3.0 WELQRATE,RandomForest,AID485290,recall,0.0,3.0 WELQRATE,RandomForest,AID485290,precision,0.0,3.0 WELQRATE,RandomForest,AID485290,MCC,-0.0002030101715504263,3.0 WELQRATE,LogisticRegression,AID485290,AUROC,0.8105415974780847,3.0 WELQRATE,LogisticRegression,AID485290,BEDROC,0.40375616631970357,3.0 WELQRATE,LogisticRegression,AID485290,Enrichment factor 1%,26.889124197294713,3.0 WELQRATE,LogisticRegression,AID485290,Enrichment factor 5%,8.767515592515593,3.0 WELQRATE,LogisticRegression,AID485290,RIE,7.891273193783307,3.0 WELQRATE,LogisticRegression,AID485290,AUPRC,0.0748287103875716,3.0 WELQRATE,LogisticRegression,AID485290,accuracy,0.9976880257518362,3.0 WELQRATE,LogisticRegression,AID485290,F1 score,0.0,3.0 WELQRATE,LogisticRegression,AID485290,recall,0.0,3.0 WELQRATE,LogisticRegression,AID485290,precision,0.0,3.0 WELQRATE,LogisticRegression,AID485290,MCC,0.0,3.0 WELQRATE,SimilaritySearch_Mean,AID485290,AUROC,0.5694712095512466,3.0 WELQRATE,SimilaritySearch_Mean,AID485290,BEDROC,0.09963985428839336,3.0 WELQRATE,SimilaritySearch_Mean,AID485290,Enrichment factor 1%,2.3047820740538323,3.0 WELQRATE,SimilaritySearch_Mean,AID485290,Enrichment factor 5%,2.1534248823722506,3.0 WELQRATE,SimilaritySearch_Mean,AID485290,RIE,1.9474261685624525,3.0 WELQRATE,SimilaritySearch_Mean,AID485290,AUPRC,0.0034109223025184173,3.0 WELQRATE,SimilaritySearch_Max,AID485290,AUROC,0.7108444960625927,3.0 WELQRATE,SimilaritySearch_Max,AID485290,BEDROC,0.2839118842702239,3.0 WELQRATE,SimilaritySearch_Max,AID485290,Enrichment factor 1%,16.901735209728106,3.0 WELQRATE,SimilaritySearch_Max,AID485290,Enrichment factor 5%,6.460274647116752,3.0 WELQRATE,SimilaritySearch_Max,AID485290,RIE,5.548958588586496,3.0 WELQRATE,SimilaritySearch_Max,AID485290,AUPRC,0.020998251951424678,3.0 WELQRATE,LightGBM_Ranker,AID485290,AUROC,0.7066000079529733,3.0 WELQRATE,LightGBM_Ranker,AID485290,BEDROC,0.19516612995523597,3.0 WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 1%,7.6826069135127755,3.0 WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 5%,4.768297953824269,3.0 WELQRATE,LightGBM_Ranker,AID485290,RIE,3.81445383853608,3.0 WELQRATE,LightGBM_Ranker,AID485290,AUPRC,0.00880954389775846,3.0 WELQRATE,LightGBM_Ranker,AID485290,accuracy,0.5013071546710772,3.0 WELQRATE,LightGBM_Ranker,AID485290,F1 score,0.0071522147080692565,3.0 WELQRATE,LightGBM_Ranker,AID485290,recall,0.7769230769230769,3.0 WELQRATE,LightGBM_Ranker,AID485290,precision,0.0035926439725393945,3.0 WELQRATE,LightGBM_Ranker,AID485290,MCC,0.02666398740896746,3.0 WELQRATE,RandomForest,AID485290,AUROC,0.7614098777604181,4.0 WELQRATE,RandomForest,AID485290,BEDROC,0.4306558487939216,4.0 WELQRATE,RandomForest,AID485290,Enrichment factor 1%,29.231382402633972,4.0 WELQRATE,RandomForest,AID485290,Enrichment factor 5%,9.429049717239703,4.0 WELQRATE,RandomForest,AID485290,RIE,8.427424360648441,4.0 WELQRATE,RandomForest,AID485290,AUPRC,0.112298560723642,4.0 WELQRATE,RandomForest,AID485290,accuracy,0.9978125166728912,4.0 WELQRATE,RandomForest,AID485290,F1 score,0.0,4.0 WELQRATE,RandomForest,AID485290,recall,0.0,4.0 WELQRATE,RandomForest,AID485290,precision,0.0,4.0 WELQRATE,RandomForest,AID485290,MCC,0.0,4.0 WELQRATE,LogisticRegression,AID485290,AUROC,0.7953509312657023,4.0 WELQRATE,LogisticRegression,AID485290,BEDROC,0.3886364889900009,4.0 WELQRATE,LogisticRegression,AID485290,Enrichment factor 1%,25.17146818004592,4.0 WELQRATE,LogisticRegression,AID485290,Enrichment factor 5%,8.778770426395585,4.0 WELQRATE,LogisticRegression,AID485290,RIE,7.605155312981918,4.0 WELQRATE,LogisticRegression,AID485290,AUPRC,0.060013078009340165,4.0 WELQRATE,LogisticRegression,AID485290,accuracy,0.9978125166728912,4.0 WELQRATE,LogisticRegression,AID485290,F1 score,0.0,4.0 WELQRATE,LogisticRegression,AID485290,recall,0.0,4.0 WELQRATE,LogisticRegression,AID485290,precision,0.0,4.0 WELQRATE,LogisticRegression,AID485290,MCC,0.0,4.0 WELQRATE,SimilaritySearch_Mean,AID485290,AUROC,0.533038218308608,4.0 WELQRATE,SimilaritySearch_Mean,AID485290,BEDROC,0.0556630208039772,4.0 WELQRATE,SimilaritySearch_Mean,AID485290,Enrichment factor 1%,0.8119828445176104,4.0 WELQRATE,SimilaritySearch_Mean,AID485290,Enrichment factor 5%,1.4631284043992645,4.0 WELQRATE,SimilaritySearch_Mean,AID485290,RIE,1.0892593578513838,4.0 WELQRATE,SimilaritySearch_Mean,AID485290,AUPRC,0.0023956983721304826,4.0 WELQRATE,SimilaritySearch_Max,AID485290,AUROC,0.721839815981306,4.0 WELQRATE,SimilaritySearch_Max,AID485290,BEDROC,0.27620148048123805,4.0 WELQRATE,SimilaritySearch_Max,AID485290,Enrichment factor 1%,15.427674045834596,4.0 WELQRATE,SimilaritySearch_Max,AID485290,Enrichment factor 5%,6.340223085730146,4.0 WELQRATE,SimilaritySearch_Max,AID485290,RIE,5.404935514244014,4.0 WELQRATE,SimilaritySearch_Max,AID485290,AUPRC,0.02187701587021027,4.0 WELQRATE,LightGBM_Ranker,AID485290,AUROC,0.6268172990787763,4.0 WELQRATE,LightGBM_Ranker,AID485290,BEDROC,0.1566206962650415,4.0 WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 1%,4.059914222588052,4.0 WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 5%,3.413966276931617,4.0 WELQRATE,LightGBM_Ranker,AID485290,RIE,3.064881357885985,4.0 WELQRATE,LightGBM_Ranker,AID485290,AUPRC,0.005170343211772647,4.0 WELQRATE,LightGBM_Ranker,AID485290,accuracy,0.5005602091447474,4.0 WELQRATE,LightGBM_Ranker,AID485290,F1 score,0.005453837164004675,4.0 WELQRATE,LightGBM_Ranker,AID485290,recall,0.6260162601626016,4.0 WELQRATE,LightGBM_Ranker,AID485290,precision,0.0027388489720423987,4.0 WELQRATE,LightGBM_Ranker,AID485290,MCC,0.01180144343034685,4.0 WELQRATE,RandomForest,AID485290,AUROC,0.7245962135557944,5.0 WELQRATE,RandomForest,AID485290,BEDROC,0.37102254615826913,5.0 WELQRATE,RandomForest,AID485290,Enrichment factor 1%,27.31593569248987,5.0 WELQRATE,RandomForest,AID485290,Enrichment factor 5%,8.374430098114308,5.0 WELQRATE,RandomForest,AID485290,RIE,7.268167697082753,5.0 WELQRATE,RandomForest,AID485290,AUPRC,0.05235487448653709,5.0 WELQRATE,RandomForest,AID485290,accuracy,0.9979192231766526,5.0 WELQRATE,RandomForest,AID485290,F1 score,0.0,5.0 WELQRATE,RandomForest,AID485290,recall,0.0,5.0 WELQRATE,RandomForest,AID485290,precision,0.0,5.0 WELQRATE,RandomForest,AID485290,MCC,0.0,5.0 WELQRATE,LogisticRegression,AID485290,AUROC,0.8094954779086516,5.0 WELQRATE,LogisticRegression,AID485290,BEDROC,0.3970975504252766,5.0 WELQRATE,LogisticRegression,AID485290,Enrichment factor 1%,17.926082798196475,5.0 WELQRATE,LogisticRegression,AID485290,Enrichment factor 5%,9.05805704489915,5.0 WELQRATE,LogisticRegression,AID485290,RIE,7.77896550325258,5.0 WELQRATE,LogisticRegression,AID485290,AUPRC,0.052969372406067534,5.0 WELQRATE,LogisticRegression,AID485290,accuracy,0.9979192231766526,5.0 WELQRATE,LogisticRegression,AID485290,F1 score,0.0,5.0 WELQRATE,LogisticRegression,AID485290,recall,0.0,5.0 WELQRATE,LogisticRegression,AID485290,precision,0.0,5.0 WELQRATE,LogisticRegression,AID485290,MCC,0.0,5.0 WELQRATE,SimilaritySearch_Mean,AID485290,AUROC,0.5262008035211627,5.0 WELQRATE,SimilaritySearch_Mean,AID485290,BEDROC,0.08640415899339939,5.0 WELQRATE,SimilaritySearch_Mean,AID485290,Enrichment factor 1%,2.5608689711709247,5.0 WELQRATE,SimilaritySearch_Mean,AID485290,Enrichment factor 5%,1.8799741036583142,5.0 WELQRATE,SimilaritySearch_Mean,AID485290,RIE,1.692619318616662,5.0 WELQRATE,SimilaritySearch_Mean,AID485290,AUPRC,0.0027829148398173372,5.0 WELQRATE,SimilaritySearch_Max,AID485290,AUROC,0.6821825671002317,5.0 WELQRATE,SimilaritySearch_Max,AID485290,BEDROC,0.26631445545301285,5.0 WELQRATE,SimilaritySearch_Max,AID485290,Enrichment factor 1%,13.657967846244935,5.0 WELQRATE,SimilaritySearch_Max,AID485290,Enrichment factor 5%,6.323549257759784,5.0 WELQRATE,SimilaritySearch_Max,AID485290,RIE,5.216982490254237,5.0 WELQRATE,SimilaritySearch_Max,AID485290,AUPRC,0.012313461304899005,5.0 WELQRATE,LightGBM_Ranker,AID485290,AUROC,0.550843215888126,5.0 WELQRATE,LightGBM_Ranker,AID485290,BEDROC,0.1099548470825342,5.0 WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 1%,3.4144919615612337,5.0 WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 5%,2.3926943137469454,5.0 WELQRATE,LightGBM_Ranker,AID485290,RIE,2.153966886829372,5.0 WELQRATE,LightGBM_Ranker,AID485290,AUPRC,0.0033752175797980635,5.0 WELQRATE,LightGBM_Ranker,AID485290,accuracy,0.5003112273026374,5.0 WELQRATE,LightGBM_Ranker,AID485290,F1 score,0.004464443893278532,5.0 WELQRATE,LightGBM_Ranker,AID485290,recall,0.5384615384615384,5.0 WELQRATE,LightGBM_Ranker,AID485290,precision,0.0022415142674162103,5.0 WELQRATE,LightGBM_Ranker,AID485290,MCC,0.003526349151255139,5.0 WELQRATE,RandomForest,AID488997,AUROC,0.7039106317470777,1.0 WELQRATE,RandomForest,AID488997,BEDROC,0.45557160497122445,1.0 WELQRATE,RandomForest,AID488997,Enrichment factor 1%,26.626989619377163,1.0 WELQRATE,RandomForest,AID488997,Enrichment factor 5%,9.776761376761376,1.0 WELQRATE,RandomForest,AID488997,RIE,9.04075752902052,1.0 WELQRATE,RandomForest,AID488997,AUPRC,0.09402400511501466,1.0 WELQRATE,RandomForest,AID488997,accuracy,0.9992549468066674,1.0 WELQRATE,RandomForest,AID488997,F1 score,0.0851063829787234,1.0 WELQRATE,RandomForest,AID488997,recall,0.044444444444444446,1.0 WELQRATE,RandomForest,AID488997,precision,1.0,1.0 WELQRATE,RandomForest,AID488997,MCC,0.21073995781921165,1.0 WELQRATE,LogisticRegression,AID488997,AUROC,0.7486487059290472,1.0 WELQRATE,LogisticRegression,AID488997,BEDROC,0.2757045873173761,1.0 WELQRATE,LogisticRegression,AID488997,Enrichment factor 1%,13.313494809688581,1.0 WELQRATE,LogisticRegression,AID488997,Enrichment factor 5%,6.221575421575422,1.0 WELQRATE,LogisticRegression,AID488997,RIE,5.4713206526673,1.0 WELQRATE,LogisticRegression,AID488997,AUPRC,0.005140454050582731,1.0 WELQRATE,LogisticRegression,AID488997,accuracy,0.9992202931697681,1.0 WELQRATE,LogisticRegression,AID488997,F1 score,0.0,1.0 WELQRATE,LogisticRegression,AID488997,recall,0.0,1.0 WELQRATE,LogisticRegression,AID488997,precision,0.0,1.0 WELQRATE,LogisticRegression,AID488997,MCC,0.0,1.0 WELQRATE,SimilaritySearch_Mean,AID488997,AUROC,0.5653343506332114,1.0 WELQRATE,SimilaritySearch_Mean,AID488997,BEDROC,0.11007069365484808,1.0 WELQRATE,SimilaritySearch_Mean,AID488997,Enrichment factor 1%,4.437831603229527,1.0 WELQRATE,SimilaritySearch_Mean,AID488997,Enrichment factor 5%,1.7775929775929775,1.0 WELQRATE,SimilaritySearch_Mean,AID488997,RIE,2.1843382157271933,1.0 WELQRATE,SimilaritySearch_Mean,AID488997,AUPRC,0.001555327347578869,1.0 WELQRATE,SimilaritySearch_Max,AID488997,AUROC,0.7601203034173956,1.0 WELQRATE,SimilaritySearch_Max,AID488997,BEDROC,0.4147434556702872,1.0 WELQRATE,SimilaritySearch_Max,AID488997,Enrichment factor 1%,35.502652825836215,1.0 WELQRATE,SimilaritySearch_Max,AID488997,Enrichment factor 5%,8.887964887964888,1.0 WELQRATE,SimilaritySearch_Max,AID488997,RIE,8.230528374120746,1.0 WELQRATE,SimilaritySearch_Max,AID488997,AUPRC,0.06426718397270062,1.0 WELQRATE,LightGBM_Ranker,AID488997,AUROC,0.476561642014485,1.0 WELQRATE,LightGBM_Ranker,AID488997,BEDROC,0.028149486577651577,1.0 WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 1%,2.2189158016147634,1.0 WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 5%,0.4443982443982444,1.0 WELQRATE,LightGBM_Ranker,AID488997,RIE,0.5586228327131841,1.0 WELQRATE,LightGBM_Ranker,AID488997,AUPRC,0.0007747425301477208,1.0 WELQRATE,LightGBM_Ranker,AID488997,accuracy,0.49994801954465123,1.0 WELQRATE,LightGBM_Ranker,AID488997,F1 score,0.0014531866306829978,1.0 WELQRATE,LightGBM_Ranker,AID488997,recall,0.4666666666666667,1.0 WELQRATE,LightGBM_Ranker,AID488997,precision,0.0007277263748830439,1.0 WELQRATE,LightGBM_Ranker,AID488997,MCC,-0.001862274890032121,1.0 WELQRATE,RandomForest,AID488997,AUROC,0.6714112742642053,2.0 WELQRATE,RandomForest,AID488997,BEDROC,0.4089753532236309,2.0 WELQRATE,RandomForest,AID488997,Enrichment factor 1%,25.887351018838906,2.0 WELQRATE,RandomForest,AID488997,Enrichment factor 5%,8.517633017633019,2.0 WELQRATE,RandomForest,AID488997,RIE,8.10345084701183,2.0 WELQRATE,RandomForest,AID488997,AUPRC,0.04526135836955857,2.0 WELQRATE,RandomForest,AID488997,accuracy,0.9990643518037218,2.0 WELQRATE,RandomForest,AID488997,F1 score,0.06896551724137931,2.0 WELQRATE,RandomForest,AID488997,recall,0.037037037037037035,2.0 WELQRATE,RandomForest,AID488997,precision,0.5,2.0 WELQRATE,RandomForest,AID488997,MCC,0.1358964099798204,2.0 WELQRATE,LogisticRegression,AID488997,AUROC,0.7621137960714791,2.0 WELQRATE,LogisticRegression,AID488997,BEDROC,0.2414005251092321,2.0 WELQRATE,LogisticRegression,AID488997,Enrichment factor 1%,7.396386005382545,2.0 WELQRATE,LogisticRegression,AID488997,Enrichment factor 5%,5.554978054978055,2.0 WELQRATE,LogisticRegression,AID488997,RIE,4.783117811915778,2.0 WELQRATE,LogisticRegression,AID488997,AUPRC,0.020385616153272786,2.0 WELQRATE,LogisticRegression,AID488997,accuracy,0.9990643518037218,2.0 WELQRATE,LogisticRegression,AID488997,F1 score,0.0,2.0 WELQRATE,LogisticRegression,AID488997,recall,0.0,2.0 WELQRATE,LogisticRegression,AID488997,precision,0.0,2.0 WELQRATE,LogisticRegression,AID488997,MCC,0.0,2.0 WELQRATE,SimilaritySearch_Mean,AID488997,AUROC,0.5156064927223443,2.0 WELQRATE,SimilaritySearch_Mean,AID488997,BEDROC,0.09597537041193532,2.0 WELQRATE,SimilaritySearch_Mean,AID488997,Enrichment factor 1%,5.547289504036909,2.0 WELQRATE,SimilaritySearch_Mean,AID488997,Enrichment factor 5%,1.8516593516593516,2.0 WELQRATE,SimilaritySearch_Mean,AID488997,RIE,1.901659118455249,2.0 WELQRATE,SimilaritySearch_Mean,AID488997,AUPRC,0.0019249159918725794,2.0 WELQRATE,SimilaritySearch_Max,AID488997,AUROC,0.6347846893025526,2.0 WELQRATE,SimilaritySearch_Max,AID488997,BEDROC,0.25449887654534964,2.0 WELQRATE,SimilaritySearch_Max,AID488997,Enrichment factor 1%,20.340061514802,2.0 WELQRATE,SimilaritySearch_Max,AID488997,Enrichment factor 5%,5.554978054978055,2.0 WELQRATE,SimilaritySearch_Max,AID488997,RIE,5.04264896864147,2.0 WELQRATE,SimilaritySearch_Max,AID488997,AUPRC,0.014308780185697648,2.0 WELQRATE,LightGBM_Ranker,AID488997,AUROC,0.5585200922393083,2.0 WELQRATE,LightGBM_Ranker,AID488997,BEDROC,0.08966658735038395,2.0 WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 1%,1.8490965013456362,2.0 WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 5%,1.8516593516593516,2.0 WELQRATE,LightGBM_Ranker,AID488997,RIE,1.7766566879218082,2.0 WELQRATE,LightGBM_Ranker,AID488997,AUPRC,0.0013716926103204106,2.0 WELQRATE,LightGBM_Ranker,AID488997,accuracy,0.5000693072737984,2.0 WELQRATE,LightGBM_Ranker,AID488997,F1 score,0.0020061568261215456,2.0 WELQRATE,LightGBM_Ranker,AID488997,recall,0.5370370370370371,2.0 WELQRATE,LightGBM_Ranker,AID488997,precision,0.0010049554700765845,2.0 WELQRATE,LightGBM_Ranker,AID488997,MCC,0.002266865706213892,2.0 WELQRATE,RandomForest,AID488997,AUROC,0.7585278213658573,3.0 WELQRATE,RandomForest,AID488997,BEDROC,0.5065026944955969,3.0 WELQRATE,RandomForest,AID488997,Enrichment factor 1%,33.28373702422145,3.0 WELQRATE,RandomForest,AID488997,Enrichment factor 5%,11.928584454900244,3.0 WELQRATE,RandomForest,AID488997,RIE,10.030662107022325,3.0 WELQRATE,RandomForest,AID488997,AUPRC,0.09320406997024844,3.0 WELQRATE,RandomForest,AID488997,accuracy,0.9990123713483731,3.0 WELQRATE,RandomForest,AID488997,F1 score,0.03389830508474576,3.0 WELQRATE,RandomForest,AID488997,recall,0.017543859649122806,3.0 WELQRATE,RandomForest,AID488997,precision,0.5,3.0 WELQRATE,RandomForest,AID488997,MCC,0.09352139461637639,3.0 WELQRATE,LogisticRegression,AID488997,AUROC,0.7618507087741206,3.0 WELQRATE,LogisticRegression,AID488997,BEDROC,0.25295278916068714,3.0 WELQRATE,LogisticRegression,AID488997,Enrichment factor 1%,10.510653797122565,3.0 WELQRATE,LogisticRegression,AID488997,Enrichment factor 5%,5.61345150818835,3.0 WELQRATE,LogisticRegression,AID488997,RIE,5.009418499110839,3.0 WELQRATE,LogisticRegression,AID488997,AUPRC,0.03952273922681751,3.0 WELQRATE,LogisticRegression,AID488997,accuracy,0.9990123713483731,3.0 WELQRATE,LogisticRegression,AID488997,F1 score,0.0,3.0 WELQRATE,LogisticRegression,AID488997,recall,0.0,3.0 WELQRATE,LogisticRegression,AID488997,precision,0.0,3.0 WELQRATE,LogisticRegression,AID488997,MCC,0.0,3.0 WELQRATE,SimilaritySearch_Mean,AID488997,AUROC,0.5477932260625373,3.0 WELQRATE,SimilaritySearch_Mean,AID488997,BEDROC,0.1271960694995353,3.0 WELQRATE,SimilaritySearch_Mean,AID488997,Enrichment factor 1%,7.007102531415042,3.0 WELQRATE,SimilaritySearch_Mean,AID488997,Enrichment factor 5%,2.806725754094175,3.0 WELQRATE,SimilaritySearch_Mean,AID488997,RIE,2.518961545808502,3.0 WELQRATE,SimilaritySearch_Mean,AID488997,AUPRC,0.002334094232968139,3.0 WELQRATE,SimilaritySearch_Max,AID488997,AUROC,0.7238741571830265,3.0 WELQRATE,SimilaritySearch_Max,AID488997,BEDROC,0.3674895402804392,3.0 WELQRATE,SimilaritySearch_Max,AID488997,Enrichment factor 1%,28.02841012566017,3.0 WELQRATE,SimilaritySearch_Max,AID488997,Enrichment factor 5%,8.069336543020754,3.0 WELQRATE,SimilaritySearch_Max,AID488997,RIE,7.277677793750847,3.0 WELQRATE,SimilaritySearch_Max,AID488997,AUPRC,0.03799184175051008,3.0 WELQRATE,LightGBM_Ranker,AID488997,AUROC,0.5636676546631334,3.0 WELQRATE,LightGBM_Ranker,AID488997,BEDROC,0.04725525745467876,3.0 WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 1%,0.0,3.0 WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 5%,1.4033628770470874,3.0 WELQRATE,LightGBM_Ranker,AID488997,RIE,0.9358322168454967,3.0 WELQRATE,LightGBM_Ranker,AID488997,AUPRC,0.0011374813627870511,3.0 WELQRATE,LightGBM_Ranker,AID488997,accuracy,0.5001212877291472,3.0 WELQRATE,LightGBM_Ranker,AID488997,F1 score,0.0022134606073182543,3.0 WELQRATE,LightGBM_Ranker,AID488997,recall,0.5614035087719298,3.0 WELQRATE,LightGBM_Ranker,AID488997,precision,0.0011089163807741624,3.0 WELQRATE,LightGBM_Ranker,AID488997,MCC,0.003861309303534052,3.0 WELQRATE,RandomForest,AID488997,AUROC,0.7699358681454332,4.0 WELQRATE,RandomForest,AID488997,BEDROC,0.5147997520642283,4.0 WELQRATE,RandomForest,AID488997,Enrichment factor 1%,29.266734279918865,4.0 WELQRATE,RandomForest,AID488997,Enrichment factor 5%,12.412502688364757,4.0 WELQRATE,RandomForest,AID488997,RIE,10.193214667205373,4.0 WELQRATE,RandomForest,AID488997,AUPRC,0.09139516869162972,4.0 WELQRATE,RandomForest,AID488997,accuracy,0.9990123713483731,4.0 WELQRATE,RandomForest,AID488997,F1 score,0.03389830508474576,4.0 WELQRATE,RandomForest,AID488997,recall,0.017241379310344827,4.0 WELQRATE,RandomForest,AID488997,precision,1.0,4.0 WELQRATE,RandomForest,AID488997,MCC,0.1312415747204246,4.0 WELQRATE,LogisticRegression,AID488997,AUROC,0.7698175983119859,4.0 WELQRATE,LogisticRegression,AID488997,BEDROC,0.2054009235006006,4.0 WELQRATE,LogisticRegression,AID488997,Enrichment factor 1%,10.329435628206658,4.0 WELQRATE,LogisticRegression,AID488997,Enrichment factor 5%,4.482292637465052,4.0 WELQRATE,LogisticRegression,AID488997,RIE,4.067009959837827,4.0 WELQRATE,LogisticRegression,AID488997,AUPRC,0.007291619355232788,4.0 WELQRATE,LogisticRegression,AID488997,accuracy,0.9989950445299234,4.0 WELQRATE,LogisticRegression,AID488997,F1 score,0.0,4.0 WELQRATE,LogisticRegression,AID488997,recall,0.0,4.0 WELQRATE,LogisticRegression,AID488997,precision,0.0,4.0 WELQRATE,LogisticRegression,AID488997,MCC,0.0,4.0 WELQRATE,SimilaritySearch_Mean,AID488997,AUROC,0.5639144533810521,4.0 WELQRATE,SimilaritySearch_Mean,AID488997,BEDROC,0.12871540016497926,4.0 WELQRATE,SimilaritySearch_Mean,AID488997,Enrichment factor 1%,6.886290418804438,4.0 WELQRATE,SimilaritySearch_Mean,AID488997,Enrichment factor 5%,3.1031256720911893,4.0 WELQRATE,SimilaritySearch_Mean,AID488997,RIE,2.5486098539724775,4.0 WELQRATE,SimilaritySearch_Mean,AID488997,AUPRC,0.002181723351930633,4.0 WELQRATE,SimilaritySearch_Max,AID488997,AUROC,0.6950825765658866,4.0 WELQRATE,SimilaritySearch_Max,AID488997,BEDROC,0.32715066766425155,4.0 WELQRATE,SimilaritySearch_Max,AID488997,Enrichment factor 1%,25.823589070516647,4.0 WELQRATE,SimilaritySearch_Max,AID488997,Enrichment factor 5%,6.89583482686931,4.0 WELQRATE,SimilaritySearch_Max,AID488997,RIE,6.47769735409461,4.0 WELQRATE,SimilaritySearch_Max,AID488997,AUPRC,0.03670775651646255,4.0 WELQRATE,LightGBM_Ranker,AID488997,AUROC,0.5610592312072076,4.0 WELQRATE,LightGBM_Ranker,AID488997,BEDROC,0.07285184711012817,4.0 WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 1%,1.7215726047011095,4.0 WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 5%,1.3791669653738619,4.0 WELQRATE,LightGBM_Ranker,AID488997,RIE,1.4424920212589452,4.0 WELQRATE,LightGBM_Ranker,AID488997,AUPRC,0.0012995431671653228,4.0 WELQRATE,LightGBM_Ranker,AID488997,accuracy,0.5001039609106975,4.0 WELQRATE,LightGBM_Ranker,AID488997,F1 score,0.0022133840567179664,4.0 WELQRATE,LightGBM_Ranker,AID488997,recall,0.5517241379310345,4.0 WELQRATE,LightGBM_Ranker,AID488997,precision,0.0011089163807741624,4.0 WELQRATE,LightGBM_Ranker,AID488997,MCC,0.003281066246210715,4.0 WELQRATE,RandomForest,AID488997,AUROC,0.7066912473825706,5.0 WELQRATE,RandomForest,AID488997,BEDROC,0.4423023933697986,5.0 WELQRATE,RandomForest,AID488997,Enrichment factor 1%,28.528917449332674,5.0 WELQRATE,RandomForest,AID488997,Enrichment factor 5%,9.9989604989605,5.0 WELQRATE,RandomForest,AID488997,RIE,8.781984068102663,5.0 WELQRATE,RandomForest,AID488997,AUPRC,0.042389619776123294,5.0 WELQRATE,RandomForest,AID488997,accuracy,0.9992376199882178,5.0 WELQRATE,RandomForest,AID488997,F1 score,0.043478260869565216,5.0 WELQRATE,RandomForest,AID488997,recall,0.023809523809523808,5.0 WELQRATE,RandomForest,AID488997,precision,0.25,5.0 WELQRATE,RandomForest,AID488997,MCC,0.07695776688287488,5.0 WELQRATE,LogisticRegression,AID488997,AUROC,0.8091365621016058,5.0 WELQRATE,LogisticRegression,AID488997,BEDROC,0.3296032530995502,5.0 WELQRATE,LogisticRegression,AID488997,Enrichment factor 1%,14.264458724666337,5.0 WELQRATE,LogisticRegression,AID488997,Enrichment factor 5%,7.618255618255618,5.0 WELQRATE,LogisticRegression,AID488997,RIE,6.5443248003741985,5.0 WELQRATE,LogisticRegression,AID488997,AUPRC,0.01826763255197762,5.0 WELQRATE,LogisticRegression,AID488997,accuracy,0.999272273625117,5.0 WELQRATE,LogisticRegression,AID488997,F1 score,0.0,5.0 WELQRATE,LogisticRegression,AID488997,recall,0.0,5.0 WELQRATE,LogisticRegression,AID488997,precision,0.0,5.0 WELQRATE,LogisticRegression,AID488997,MCC,0.0,5.0 WELQRATE,SimilaritySearch_Mean,AID488997,AUROC,0.4590021401819155,5.0 WELQRATE,SimilaritySearch_Mean,AID488997,BEDROC,0.11681876934024146,5.0 WELQRATE,SimilaritySearch_Mean,AID488997,Enrichment factor 1%,7.1322293623331685,5.0 WELQRATE,SimilaritySearch_Mean,AID488997,Enrichment factor 5%,2.3807048807048807,5.0 WELQRATE,SimilaritySearch_Mean,AID488997,RIE,2.319455196479531,5.0 WELQRATE,SimilaritySearch_Mean,AID488997,AUPRC,0.0018317482258671698,5.0 WELQRATE,SimilaritySearch_Max,AID488997,AUROC,0.6526704384070178,5.0 WELQRATE,SimilaritySearch_Max,AID488997,BEDROC,0.27885338221952827,5.0 WELQRATE,SimilaritySearch_Max,AID488997,Enrichment factor 1%,19.019278299555115,5.0 WELQRATE,SimilaritySearch_Max,AID488997,Enrichment factor 5%,6.665973665973667,5.0 WELQRATE,SimilaritySearch_Max,AID488997,RIE,5.53667808152267,5.0 WELQRATE,SimilaritySearch_Max,AID488997,AUPRC,0.016669694528750216,5.0 WELQRATE,LightGBM_Ranker,AID488997,AUROC,0.6395890718612317,5.0 WELQRATE,LightGBM_Ranker,AID488997,BEDROC,0.0929968363092294,5.0 WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 1%,0.0,5.0 WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 5%,2.3807048807048807,5.0 WELQRATE,LightGBM_Ranker,AID488997,RIE,1.8464669456887386,5.0 WELQRATE,LightGBM_Ranker,AID488997,AUPRC,0.0012119532442055431,5.0 WELQRATE,LightGBM_Ranker,AID488997,accuracy,0.5001732681844959,5.0 WELQRATE,LightGBM_Ranker,AID488997,F1 score,0.001799370220422852,5.0 WELQRATE,LightGBM_Ranker,AID488997,recall,0.6190476190476191,5.0 WELQRATE,LightGBM_Ranker,AID488997,precision,0.0009009945593790068,5.0 WELQRATE,LightGBM_Ranker,AID488997,MCC,0.006425291695267013,5.0 DUD-AD,RandomForest,abl1,AUROC,0.9065531613017646, DUD-AD,RandomForest,abl1,BEDROC,0.7283692236272844, DUD-AD,RandomForest,abl1,Enrichment factor 1%,22.188034188034187, DUD-AD,RandomForest,abl1,Enrichment factor 5%,13.312820512820513, DUD-AD,RandomForest,abl1,RIE,10.507089675356081, DUD-AD,RandomForest,abl1,AUPRC,0.6157508566432828, DUD-AD,RandomForest,abl1,accuracy,0.9707241910631741, DUD-AD,RandomForest,abl1,F1 score,0.2692307692307692, DUD-AD,RandomForest,abl1,recall,0.15555555555555556, DUD-AD,RandomForest,abl1,precision,1.0, DUD-AD,RandomForest,abl1,MCC,0.38855739378600374, DUD-AD,LogisticRegression,abl1,AUROC,0.8913540835328545, DUD-AD,LogisticRegression,abl1,BEDROC,0.7134312104483862, DUD-AD,LogisticRegression,abl1,Enrichment factor 1%,26.625641025641027, DUD-AD,LogisticRegression,abl1,Enrichment factor 5%,12.869059829059829, DUD-AD,LogisticRegression,abl1,RIE,10.291601378950329, DUD-AD,LogisticRegression,abl1,AUPRC,0.5994211994007663, DUD-AD,LogisticRegression,abl1,accuracy,0.9730354391371341, DUD-AD,LogisticRegression,abl1,F1 score,0.36363636363636365, DUD-AD,LogisticRegression,abl1,recall,0.2222222222222222, DUD-AD,LogisticRegression,abl1,precision,1.0, DUD-AD,LogisticRegression,abl1,MCC,0.46495545472574795, DUD-AD,SimilaritySearch_Mean,abl1,AUROC,0.7658242440365346, DUD-AD,SimilaritySearch_Mean,abl1,BEDROC,0.37969023511456573, DUD-AD,SimilaritySearch_Mean,abl1,Enrichment factor 1%,11.094017094017094, DUD-AD,SimilaritySearch_Mean,abl1,Enrichment factor 5%,5.768888888888889, DUD-AD,SimilaritySearch_Mean,abl1,RIE,5.477221223156181, DUD-AD,SimilaritySearch_Mean,abl1,AUPRC,0.22821422948483233, DUD-AD,SimilaritySearch_Max,abl1,AUROC,0.8939256894564157, DUD-AD,SimilaritySearch_Max,abl1,BEDROC,0.6846992447779392, DUD-AD,SimilaritySearch_Max,abl1,Enrichment factor 1%,15.531623931623932, DUD-AD,SimilaritySearch_Max,abl1,Enrichment factor 5%,13.756581196581196, DUD-AD,SimilaritySearch_Max,abl1,RIE,9.877128432611034, DUD-AD,SimilaritySearch_Max,abl1,AUPRC,0.4426833458340941, DUD-AD,LightGBM_Ranker,abl1,AUROC,0.6732996364281281, DUD-AD,LightGBM_Ranker,abl1,BEDROC,0.28450181733444313, DUD-AD,LightGBM_Ranker,abl1,Enrichment factor 1%,13.312820512820513, DUD-AD,LightGBM_Ranker,abl1,Enrichment factor 5%,3.9938461538461536, DUD-AD,LightGBM_Ranker,abl1,RIE,4.104080783437375, DUD-AD,LightGBM_Ranker,abl1,AUPRC,0.20789173973717068, DUD-AD,LightGBM_Ranker,abl1,accuracy,0.514637904468413, DUD-AD,LightGBM_Ranker,abl1,F1 score,0.09221902017291066, DUD-AD,LightGBM_Ranker,abl1,recall,0.7111111111111111, DUD-AD,LightGBM_Ranker,abl1,precision,0.04930662557781202, DUD-AD,LightGBM_Ranker,abl1,MCC,0.08001507351120893, DUD-AD,RandomForest,aces,AUROC,0.9735772357723578, DUD-AD,RandomForest,aces,BEDROC,0.9192921579138889, DUD-AD,RandomForest,aces,Enrichment factor 1%,16.658536585365855, DUD-AD,RandomForest,aces,Enrichment factor 5%,15.209968186638386, DUD-AD,RandomForest,aces,RIE,10.70425575571802, DUD-AD,RandomForest,aces,AUPRC,0.8829532808300599, DUD-AD,RandomForest,aces,accuracy,0.9692532942898975, DUD-AD,RandomForest,aces,F1 score,0.6557377049180327, DUD-AD,RandomForest,aces,recall,0.4878048780487805, DUD-AD,RandomForest,aces,precision,1.0, DUD-AD,RandomForest,aces,MCC,0.6872801792627345, DUD-AD,LogisticRegression,aces,AUROC,0.9808335232885039, DUD-AD,LogisticRegression,aces,BEDROC,0.9464932687027343, DUD-AD,LogisticRegression,aces,Enrichment factor 1%,16.658536585365855, DUD-AD,LogisticRegression,aces,Enrichment factor 5%,15.692824319547542, DUD-AD,LogisticRegression,aces,RIE,11.020986016112513, DUD-AD,LogisticRegression,aces,AUPRC,0.9216746267917763, DUD-AD,LogisticRegression,aces,accuracy,0.9846266471449487, DUD-AD,LogisticRegression,aces,F1 score,0.8609271523178808, DUD-AD,LogisticRegression,aces,recall,0.7926829268292683, DUD-AD,LogisticRegression,aces,precision,0.9420289855072463, DUD-AD,LogisticRegression,aces,MCC,0.8564149845547339, DUD-AD,SimilaritySearch_Mean,aces,AUROC,0.6781399589696832, DUD-AD,SimilaritySearch_Mean,aces,BEDROC,0.48481238651972103, DUD-AD,SimilaritySearch_Mean,aces,Enrichment factor 1%,15.468641114982578, DUD-AD,SimilaritySearch_Mean,aces,Enrichment factor 5%,6.518557794273595, DUD-AD,SimilaritySearch_Mean,aces,RIE,5.645164889978574, DUD-AD,SimilaritySearch_Mean,aces,AUPRC,0.36611308977961743, DUD-AD,SimilaritySearch_Max,aces,AUROC,0.8922479294886406, DUD-AD,SimilaritySearch_Max,aces,BEDROC,0.875956299693865, DUD-AD,SimilaritySearch_Max,aces,Enrichment factor 1%,16.658536585365855, DUD-AD,SimilaritySearch_Max,aces,Enrichment factor 5%,14.727112053729233, DUD-AD,SimilaritySearch_Max,aces,RIE,10.199652184011102, DUD-AD,SimilaritySearch_Max,aces,AUPRC,0.8127175774416008, DUD-AD,LightGBM_Ranker,aces,AUROC,0.6500360914824101, DUD-AD,LightGBM_Ranker,aces,BEDROC,0.3430838592159596, DUD-AD,LightGBM_Ranker,aces,Enrichment factor 1%,13.088850174216027, DUD-AD,LightGBM_Ranker,aces,Enrichment factor 5%,4.345705196182396, DUD-AD,LightGBM_Ranker,aces,RIE,3.9948751754623326, DUD-AD,LightGBM_Ranker,aces,AUPRC,0.25106213419819484, DUD-AD,LightGBM_Ranker,aces,accuracy,0.5248901903367497, DUD-AD,LightGBM_Ranker,aces,F1 score,0.15163398692810456, DUD-AD,LightGBM_Ranker,aces,recall,0.7073170731707317, DUD-AD,LightGBM_Ranker,aces,precision,0.0849194729136164, DUD-AD,LightGBM_Ranker,aces,MCC,0.10478267442430145, DUD-AD,RandomForest,adrb1,AUROC,0.9633566824519864, DUD-AD,RandomForest,adrb1,BEDROC,0.8655653853197428, DUD-AD,RandomForest,adrb1,Enrichment factor 1%,25.4389880952381, DUD-AD,RandomForest,adrb1,Enrichment factor 5%,17.018623737373737, DUD-AD,RandomForest,adrb1,RIE,12.285867084945822, DUD-AD,RandomForest,adrb1,AUPRC,0.7819240870487371, DUD-AD,RandomForest,adrb1,accuracy,0.9802281368821293, DUD-AD,RandomForest,adrb1,F1 score,0.6976744186046512, DUD-AD,RandomForest,adrb1,recall,0.625, DUD-AD,RandomForest,adrb1,precision,0.7894736842105263, DUD-AD,RandomForest,adrb1,MCC,0.6926149764532064, DUD-AD,LogisticRegression,adrb1,AUROC,0.9629867140226256, DUD-AD,LogisticRegression,adrb1,BEDROC,0.8729061321594564, DUD-AD,LogisticRegression,adrb1,Enrichment factor 1%,25.4389880952381, DUD-AD,LogisticRegression,adrb1,Enrichment factor 5%,17.43371212121212, DUD-AD,LogisticRegression,adrb1,RIE,12.39006191651014, DUD-AD,LogisticRegression,adrb1,AUPRC,0.7670684600408526, DUD-AD,LogisticRegression,adrb1,accuracy,0.9817490494296578, DUD-AD,LogisticRegression,adrb1,F1 score,0.7209302325581395, DUD-AD,LogisticRegression,adrb1,recall,0.6458333333333334, DUD-AD,LogisticRegression,adrb1,precision,0.8157894736842105, DUD-AD,LogisticRegression,adrb1,MCC,0.7168213415740262, DUD-AD,SimilaritySearch_Mean,adrb1,AUROC,0.8434622467771639, DUD-AD,SimilaritySearch_Mean,adrb1,BEDROC,0.7235085895760928, DUD-AD,SimilaritySearch_Mean,adrb1,Enrichment factor 1%,23.482142857142858, DUD-AD,SimilaritySearch_Mean,adrb1,Enrichment factor 5%,13.282828282828284, DUD-AD,SimilaritySearch_Mean,adrb1,RIE,10.269507683338459, DUD-AD,SimilaritySearch_Mean,adrb1,AUPRC,0.6078569865325839, DUD-AD,SimilaritySearch_Max,adrb1,AUROC,0.9047043541173376, DUD-AD,SimilaritySearch_Max,adrb1,BEDROC,0.8412888144643331, DUD-AD,SimilaritySearch_Max,adrb1,Enrichment factor 1%,19.568452380952383, DUD-AD,SimilaritySearch_Max,adrb1,Enrichment factor 5%,17.018623737373737, DUD-AD,SimilaritySearch_Max,adrb1,RIE,11.941284542260385, DUD-AD,SimilaritySearch_Max,adrb1,AUPRC,0.6695624391461873, DUD-AD,LightGBM_Ranker,adrb1,AUROC,0.8470468297816364, DUD-AD,LightGBM_Ranker,adrb1,BEDROC,0.6491983704823187, DUD-AD,LightGBM_Ranker,adrb1,Enrichment factor 1%,17.611607142857142, DUD-AD,LightGBM_Ranker,adrb1,Enrichment factor 5%,12.452651515151516, DUD-AD,LightGBM_Ranker,adrb1,RIE,9.214745690989831, DUD-AD,LightGBM_Ranker,adrb1,AUPRC,0.47946781386016973, DUD-AD,LightGBM_Ranker,adrb1,accuracy,0.5277566539923955, DUD-AD,LightGBM_Ranker,adrb1,F1 score,0.11914893617021277, DUD-AD,LightGBM_Ranker,adrb1,recall,0.875, DUD-AD,LightGBM_Ranker,adrb1,precision,0.0639269406392694, DUD-AD,LightGBM_Ranker,adrb1,MCC,0.14612812991194712, DUD-AD,RandomForest,adrb2,AUROC,0.9441573770491802, DUD-AD,RandomForest,adrb2,BEDROC,0.902546607541922, DUD-AD,RandomForest,adrb2,Enrichment factor 1%,21.491803278688526, DUD-AD,RandomForest,adrb2,Enrichment factor 5%,17.258569299552907, DUD-AD,RandomForest,adrb2,RIE,11.748549875270774, DUD-AD,RandomForest,adrb2,AUPRC,0.8511205774395768, DUD-AD,RandomForest,adrb2,accuracy,0.9786422578184591, DUD-AD,RandomForest,adrb2,F1 score,0.72, DUD-AD,RandomForest,adrb2,recall,0.5901639344262295, DUD-AD,RandomForest,adrb2,precision,0.9230769230769231, DUD-AD,RandomForest,adrb2,MCC,0.7286970289261085, DUD-AD,LogisticRegression,adrb2,AUROC,0.9581245901639344, DUD-AD,LogisticRegression,adrb2,BEDROC,0.8992660261100603, DUD-AD,LogisticRegression,adrb2,Enrichment factor 1%,21.491803278688526, DUD-AD,LogisticRegression,adrb2,Enrichment factor 5%,16.607302533532042, DUD-AD,LogisticRegression,adrb2,RIE,11.705846181049523, DUD-AD,LogisticRegression,adrb2,AUPRC,0.8508695411765501, DUD-AD,LogisticRegression,adrb2,accuracy,0.9801678108314263, DUD-AD,LogisticRegression,adrb2,F1 score,0.75, DUD-AD,LogisticRegression,adrb2,recall,0.639344262295082, DUD-AD,LogisticRegression,adrb2,precision,0.9069767441860465, DUD-AD,LogisticRegression,adrb2,MCC,0.7522837553476722, DUD-AD,SimilaritySearch_Mean,adrb2,AUROC,0.8776393442622952, DUD-AD,SimilaritySearch_Mean,adrb2,BEDROC,0.7743065145121413, DUD-AD,SimilaritySearch_Mean,adrb2,Enrichment factor 1%,16.8864168618267, DUD-AD,SimilaritySearch_Mean,adrb2,Enrichment factor 5%,14.002235469448584, DUD-AD,SimilaritySearch_Mean,adrb2,RIE,10.079234287960109, DUD-AD,SimilaritySearch_Mean,adrb2,AUPRC,0.6439123843527693, DUD-AD,SimilaritySearch_Max,adrb2,AUROC,0.9434229508196722, DUD-AD,SimilaritySearch_Max,adrb2,BEDROC,0.8924932652515947, DUD-AD,SimilaritySearch_Max,adrb2,Enrichment factor 1%,19.956674473067917, DUD-AD,SimilaritySearch_Max,adrb2,Enrichment factor 5%,16.607302533532042, DUD-AD,SimilaritySearch_Max,adrb2,RIE,11.61768439792029, DUD-AD,SimilaritySearch_Max,adrb2,AUPRC,0.8252707914700331, DUD-AD,LightGBM_Ranker,adrb2,AUROC,0.8944, DUD-AD,LightGBM_Ranker,adrb2,BEDROC,0.7095438538115478, DUD-AD,LightGBM_Ranker,adrb2,Enrichment factor 1%,19.956674473067917, DUD-AD,LightGBM_Ranker,adrb2,Enrichment factor 5%,11.397168405365127, DUD-AD,LightGBM_Ranker,adrb2,RIE,9.236211513810165, DUD-AD,LightGBM_Ranker,adrb2,AUPRC,0.6024964917775487, DUD-AD,LightGBM_Ranker,adrb2,accuracy,0.5377574370709383, DUD-AD,LightGBM_Ranker,adrb2,F1 score,0.15363128491620112, DUD-AD,LightGBM_Ranker,adrb2,recall,0.9016393442622951, DUD-AD,LightGBM_Ranker,adrb2,precision,0.08396946564885496, DUD-AD,LightGBM_Ranker,adrb2,MCC,0.17761861675287682, DUD-AD,RandomForest,akt1,AUROC,0.9225870741197686, DUD-AD,RandomForest,akt1,BEDROC,0.8417432089529727, DUD-AD,RandomForest,akt1,Enrichment factor 1%,30.03135888501742, DUD-AD,RandomForest,akt1,Enrichment factor 5%,16.412085911903894, DUD-AD,RandomForest,akt1,RIE,12.555201974024788, DUD-AD,RandomForest,akt1,AUPRC,0.769391890275722, DUD-AD,RandomForest,akt1,accuracy,0.9834087481146304, DUD-AD,RandomForest,akt1,F1 score,0.6451612903225806, DUD-AD,RandomForest,akt1,recall,0.4878048780487805, DUD-AD,RandomForest,akt1,precision,0.9523809523809523, DUD-AD,RandomForest,akt1,MCC,0.6752760258529209, DUD-AD,LogisticRegression,akt1,AUROC,0.9303217234506975, DUD-AD,LogisticRegression,akt1,BEDROC,0.8487239609864928, DUD-AD,LogisticRegression,akt1,Enrichment factor 1%,32.34146341463415, DUD-AD,LogisticRegression,akt1,Enrichment factor 5%,16.412085911903894, DUD-AD,LogisticRegression,akt1,RIE,12.659324882746718, DUD-AD,LogisticRegression,akt1,AUPRC,0.7877369542961145, DUD-AD,LogisticRegression,akt1,accuracy,0.9849170437405732, DUD-AD,LogisticRegression,akt1,F1 score,0.6875, DUD-AD,LogisticRegression,akt1,recall,0.5365853658536586, DUD-AD,LogisticRegression,akt1,precision,0.9565217391304348, DUD-AD,LogisticRegression,akt1,MCC,0.7104211390280141, DUD-AD,SimilaritySearch_Mean,akt1,AUROC,0.7704090348296478, DUD-AD,SimilaritySearch_Mean,akt1,BEDROC,0.5483751603037905, DUD-AD,SimilaritySearch_Mean,akt1,Enrichment factor 1%,27.7212543554007, DUD-AD,SimilaritySearch_Mean,akt1,Enrichment factor 5%,9.65416818347288, DUD-AD,SimilaritySearch_Mean,akt1,RIE,8.17940773226505, DUD-AD,SimilaritySearch_Mean,akt1,AUPRC,0.46103314921349214, DUD-AD,SimilaritySearch_Max,akt1,AUROC,0.9005314605675239, DUD-AD,SimilaritySearch_Max,akt1,BEDROC,0.8169526884200976, DUD-AD,SimilaritySearch_Max,akt1,Enrichment factor 1%,27.7212543554007, DUD-AD,SimilaritySearch_Max,akt1,Enrichment factor 5%,15.92937750273025, DUD-AD,SimilaritySearch_Max,akt1,RIE,12.185433631843452, DUD-AD,SimilaritySearch_Max,akt1,AUPRC,0.685222097387143, DUD-AD,LightGBM_Ranker,akt1,AUROC,0.5690993641453924, DUD-AD,LightGBM_Ranker,akt1,BEDROC,0.3327079175392371, DUD-AD,LightGBM_Ranker,akt1,Enrichment factor 1%,18.480836236933797, DUD-AD,LightGBM_Ranker,akt1,Enrichment factor 5%,5.309792500910084, DUD-AD,LightGBM_Ranker,akt1,RIE,4.962576576415989, DUD-AD,LightGBM_Ranker,akt1,AUPRC,0.20208981677516213, DUD-AD,LightGBM_Ranker,akt1,accuracy,0.502262443438914, DUD-AD,LightGBM_Ranker,akt1,F1 score,0.0625, DUD-AD,LightGBM_Ranker,akt1,recall,0.5365853658536586, DUD-AD,LightGBM_Ranker,akt1,precision,0.033182503770739065, DUD-AD,LightGBM_Ranker,akt1,MCC,0.013070065454688638, DUD-AD,RandomForest,akt2,AUROC,0.986186414338502, DUD-AD,RandomForest,akt2,BEDROC,0.9309570034532454, DUD-AD,RandomForest,akt2,Enrichment factor 1%,51.451505016722415, DUD-AD,RandomForest,akt2,Enrichment factor 5%,18.86555183946488, DUD-AD,RandomForest,akt2,RIE,15.644847959554479, DUD-AD,RandomForest,akt2,AUPRC,0.8652190742391613, DUD-AD,RandomForest,akt2,accuracy,0.9867394695787831, DUD-AD,RandomForest,akt2,F1 score,0.41379310344827586, DUD-AD,RandomForest,akt2,recall,0.2608695652173913, DUD-AD,RandomForest,akt2,precision,1.0, DUD-AD,RandomForest,akt2,MCC,0.5073401524200489, DUD-AD,LogisticRegression,akt2,AUROC,0.9945090996995545, DUD-AD,LogisticRegression,akt2,BEDROC,0.9310000583891382, DUD-AD,LogisticRegression,akt2,Enrichment factor 1%,51.451505016722415, DUD-AD,LogisticRegression,akt2,Enrichment factor 5%,18.008026755852843, DUD-AD,LogisticRegression,akt2,RIE,15.645571503092278, DUD-AD,LogisticRegression,akt2,AUPRC,0.858417086292648, DUD-AD,LogisticRegression,akt2,accuracy,0.9898595943837754, DUD-AD,LogisticRegression,akt2,F1 score,0.6060606060606061, DUD-AD,LogisticRegression,akt2,recall,0.43478260869565216, DUD-AD,LogisticRegression,akt2,precision,1.0, DUD-AD,LogisticRegression,akt2,MCC,0.656002344313758, DUD-AD,SimilaritySearch_Mean,akt2,AUROC,0.9166695444970129, DUD-AD,SimilaritySearch_Mean,akt2,BEDROC,0.6372876795292661, DUD-AD,SimilaritySearch_Mean,akt2,Enrichment factor 1%,38.58862876254181, DUD-AD,SimilaritySearch_Mean,akt2,Enrichment factor 5%,12.862876254180604, DUD-AD,SimilaritySearch_Mean,akt2,RIE,10.709698547099519, DUD-AD,SimilaritySearch_Mean,akt2,AUPRC,0.42206243010575073, DUD-AD,SimilaritySearch_Max,akt2,AUROC,0.9638256725489518, DUD-AD,SimilaritySearch_Max,akt2,BEDROC,0.9233542573425193, DUD-AD,SimilaritySearch_Max,akt2,Enrichment factor 1%,51.451505016722415, DUD-AD,SimilaritySearch_Max,akt2,Enrichment factor 5%,18.86555183946488, DUD-AD,SimilaritySearch_Max,akt2,RIE,15.517082868192377, DUD-AD,SimilaritySearch_Max,akt2,AUPRC,0.8104113788677396, DUD-AD,LightGBM_Ranker,akt2,AUROC,0.914355768898712, DUD-AD,LightGBM_Ranker,akt2,BEDROC,0.6737333540531875, DUD-AD,LightGBM_Ranker,akt2,Enrichment factor 1%,38.58862876254181, DUD-AD,LightGBM_Ranker,akt2,Enrichment factor 5%,12.005351170568563, DUD-AD,LightGBM_Ranker,akt2,RIE,11.322172627844212, DUD-AD,LightGBM_Ranker,akt2,AUPRC,0.5427834103280195, DUD-AD,LightGBM_Ranker,akt2,accuracy,0.516380655226209, DUD-AD,LightGBM_Ranker,akt2,F1 score,0.06626506024096386, DUD-AD,LightGBM_Ranker,akt2,recall,0.9565217391304348, DUD-AD,LightGBM_Ranker,akt2,precision,0.0343213728549142, DUD-AD,LightGBM_Ranker,akt2,MCC,0.12340777200728338, DUD-AD,RandomForest,aldr,AUROC,0.9716729684497614, DUD-AD,RandomForest,aldr,BEDROC,0.8854552278077973, DUD-AD,RandomForest,aldr,Enrichment factor 1%,24.865384615384617, DUD-AD,RandomForest,aldr,Enrichment factor 5%,16.44940828402367, DUD-AD,RandomForest,aldr,RIE,12.166979877048735, DUD-AD,RandomForest,aldr,AUPRC,0.837981641064826, DUD-AD,RandomForest,aldr,accuracy,0.9752513534416086, DUD-AD,RandomForest,aldr,F1 score,0.5555555555555556, DUD-AD,RandomForest,aldr,recall,0.38461538461538464, DUD-AD,RandomForest,aldr,precision,1.0, DUD-AD,RandomForest,aldr,MCC,0.6123292633172165, DUD-AD,LogisticRegression,aldr,AUROC,0.9704022810388644, DUD-AD,LogisticRegression,aldr,BEDROC,0.8873464815341862, DUD-AD,LogisticRegression,aldr,Enrichment factor 1%,24.865384615384617, DUD-AD,LogisticRegression,aldr,Enrichment factor 5%,16.44940828402367, DUD-AD,LogisticRegression,aldr,RIE,12.192967465341155, DUD-AD,LogisticRegression,aldr,AUPRC,0.8421509154075859, DUD-AD,LogisticRegression,aldr,accuracy,0.9837587006960556, DUD-AD,LogisticRegression,aldr,F1 score,0.7692307692307693, DUD-AD,LogisticRegression,aldr,recall,0.6730769230769231, DUD-AD,LogisticRegression,aldr,precision,0.8974358974358975, DUD-AD,LogisticRegression,aldr,MCC,0.7694607327628332, DUD-AD,SimilaritySearch_Mean,aldr,AUROC,0.8222897167296845, DUD-AD,SimilaritySearch_Mean,aldr,BEDROC,0.5789382162145796, DUD-AD,SimilaritySearch_Mean,aldr,Enrichment factor 1%,21.03994082840237, DUD-AD,SimilaritySearch_Mean,aldr,Enrichment factor 5%,9.563609467455622, DUD-AD,SimilaritySearch_Mean,aldr,RIE,7.9551505541176475, DUD-AD,SimilaritySearch_Mean,aldr,AUPRC,0.4538759613882039, DUD-AD,SimilaritySearch_Max,aldr,AUROC,0.9419745242670303, DUD-AD,SimilaritySearch_Max,aldr,BEDROC,0.8548509070888507, DUD-AD,SimilaritySearch_Max,aldr,Enrichment factor 1%,24.865384615384617, DUD-AD,SimilaritySearch_Max,aldr,Enrichment factor 5%,15.684319526627219, DUD-AD,SimilaritySearch_Max,aldr,RIE,11.746447996151007, DUD-AD,SimilaritySearch_Max,aldr,AUPRC,0.7962878392168912, DUD-AD,LightGBM_Ranker,aldr,AUROC,0.7269881609124156, DUD-AD,LightGBM_Ranker,aldr,BEDROC,0.23626578252001915, DUD-AD,LightGBM_Ranker,aldr,Enrichment factor 1%,11.476331360946745, DUD-AD,LightGBM_Ranker,aldr,Enrichment factor 5%,2.677810650887574, DUD-AD,LightGBM_Ranker,aldr,RIE,3.2465120453020244, DUD-AD,LightGBM_Ranker,aldr,AUPRC,0.18878381258589721, DUD-AD,LightGBM_Ranker,aldr,accuracy,0.5235885537509667, DUD-AD,LightGBM_Ranker,aldr,F1 score,0.1174785100286533, DUD-AD,LightGBM_Ranker,aldr,recall,0.7884615384615384, DUD-AD,LightGBM_Ranker,aldr,precision,0.06346749226006192, DUD-AD,LightGBM_Ranker,aldr,MCC,0.11825394185859134, DUD-AD,RandomForest,ampc,AUROC,0.849568839520608, DUD-AD,RandomForest,ampc,BEDROC,0.6606154428305616, DUD-AD,RandomForest,ampc,Enrichment factor 1%,44.26573426573427, DUD-AD,RandomForest,ampc,Enrichment factor 5%,12.588068181818182, DUD-AD,RandomForest,ampc,RIE,11.16072765840661, DUD-AD,RandomForest,ampc,AUPRC,0.5684805078012056, DUD-AD,RandomForest,ampc,accuracy,0.9849921011058452, DUD-AD,RandomForest,ampc,F1 score,0.24, DUD-AD,RandomForest,ampc,recall,0.13636363636363635, DUD-AD,RandomForest,ampc,precision,1.0, DUD-AD,RandomForest,ampc,MCC,0.3664863484168292, DUD-AD,LogisticRegression,ampc,AUROC,0.9697456883952061, DUD-AD,LogisticRegression,ampc,BEDROC,0.8103014324694323, DUD-AD,LogisticRegression,ampc,Enrichment factor 1%,44.26573426573427, DUD-AD,LogisticRegression,ampc,Enrichment factor 5%,16.18465909090909, DUD-AD,LogisticRegression,ampc,RIE,13.689588549247729, DUD-AD,LogisticRegression,ampc,AUPRC,0.6772108951012262, DUD-AD,LogisticRegression,ampc,accuracy,0.985781990521327, DUD-AD,LogisticRegression,ampc,F1 score,0.3076923076923077, DUD-AD,LogisticRegression,ampc,recall,0.18181818181818182, DUD-AD,LogisticRegression,ampc,precision,1.0, DUD-AD,LogisticRegression,ampc,MCC,0.4233496138514737, DUD-AD,SimilaritySearch_Mean,ampc,AUROC,0.8311897106109325, DUD-AD,SimilaritySearch_Mean,ampc,BEDROC,0.6328850402354275, DUD-AD,SimilaritySearch_Mean,ampc,Enrichment factor 1%,44.26573426573427, DUD-AD,SimilaritySearch_Mean,ampc,Enrichment factor 5%,12.588068181818182, DUD-AD,SimilaritySearch_Mean,ampc,RIE,10.692238050399215, DUD-AD,SimilaritySearch_Mean,ampc,AUPRC,0.5200041002403837, DUD-AD,SimilaritySearch_Max,ampc,AUROC,0.8432475884244374, DUD-AD,SimilaritySearch_Max,ampc,BEDROC,0.6579202170464893, DUD-AD,SimilaritySearch_Max,ampc,Enrichment factor 1%,44.26573426573427, DUD-AD,SimilaritySearch_Max,ampc,Enrichment factor 5%,12.588068181818182, DUD-AD,SimilaritySearch_Max,ampc,RIE,11.11519332955078, DUD-AD,SimilaritySearch_Max,ampc,AUPRC,0.5512657903855916, DUD-AD,LightGBM_Ranker,ampc,AUROC,0.9356730488161356, DUD-AD,LightGBM_Ranker,ampc,BEDROC,0.7212844225886916, DUD-AD,LightGBM_Ranker,ampc,Enrichment factor 1%,48.69230769230769, DUD-AD,LightGBM_Ranker,ampc,Enrichment factor 5%,13.487215909090908, DUD-AD,LightGBM_Ranker,ampc,RIE,12.185696064385771, DUD-AD,LightGBM_Ranker,ampc,AUPRC,0.6197099190879803, DUD-AD,LightGBM_Ranker,ampc,accuracy,0.5157977883096366, DUD-AD,LightGBM_Ranker,ampc,F1 score,0.06412213740458016, DUD-AD,LightGBM_Ranker,ampc,recall,0.9545454545454546, DUD-AD,LightGBM_Ranker,ampc,precision,0.03317535545023697, DUD-AD,LightGBM_Ranker,ampc,MCC,0.12089503493078174, DUD-AD,RandomForest,andr,AUROC,0.9598678169252332, DUD-AD,RandomForest,andr,BEDROC,0.8429120213752824, DUD-AD,RandomForest,andr,Enrichment factor 1%,20.0, DUD-AD,RandomForest,andr,Enrichment factor 5%,14.242424242424242, DUD-AD,RandomForest,andr,RIE,10.656440392992604, DUD-AD,RandomForest,andr,AUPRC,0.7751041365325042, DUD-AD,RandomForest,andr,accuracy,0.9719696969696969, DUD-AD,RandomForest,andr,F1 score,0.6262626262626263, DUD-AD,RandomForest,andr,recall,0.4696969696969697, DUD-AD,RandomForest,andr,precision,0.9393939393939394, DUD-AD,RandomForest,andr,MCC,0.6534540550963162, DUD-AD,LogisticRegression,andr,AUROC,0.9597288676236045, DUD-AD,LogisticRegression,andr,BEDROC,0.8422456157755477, DUD-AD,LogisticRegression,andr,Enrichment factor 1%,17.142857142857142, DUD-AD,LogisticRegression,andr,Enrichment factor 5%,13.93939393939394, DUD-AD,LogisticRegression,andr,RIE,10.648015419420226, DUD-AD,LogisticRegression,andr,AUPRC,0.7445806046487674, DUD-AD,LogisticRegression,andr,accuracy,0.9719696969696969, DUD-AD,LogisticRegression,andr,F1 score,0.6407766990291263, DUD-AD,LogisticRegression,andr,recall,0.5, DUD-AD,LogisticRegression,andr,precision,0.8918918918918919, DUD-AD,LogisticRegression,andr,MCC,0.6559897537617222, DUD-AD,SimilaritySearch_Mean,andr,AUROC,0.84604417379537, DUD-AD,SimilaritySearch_Mean,andr,BEDROC,0.5820763014460103, DUD-AD,SimilaritySearch_Mean,andr,Enrichment factor 1%,15.714285714285714, DUD-AD,SimilaritySearch_Mean,andr,Enrichment factor 5%,9.090909090909092, DUD-AD,SimilaritySearch_Mean,andr,RIE,7.358847983788685, DUD-AD,SimilaritySearch_Mean,andr,AUPRC,0.43943405453763834, DUD-AD,SimilaritySearch_Max,andr,AUROC,0.9400101493402928, DUD-AD,SimilaritySearch_Max,andr,BEDROC,0.8400665635696729, DUD-AD,SimilaritySearch_Max,andr,Enrichment factor 1%,17.142857142857142, DUD-AD,SimilaritySearch_Max,andr,Enrichment factor 5%,14.848484848484848, DUD-AD,SimilaritySearch_Max,andr,RIE,10.62046694555591, DUD-AD,SimilaritySearch_Max,andr,AUPRC,0.7360293624430978, DUD-AD,LightGBM_Ranker,andr,AUROC,0.6702128944951911, DUD-AD,LightGBM_Ranker,andr,BEDROC,0.3649299995409913, DUD-AD,LightGBM_Ranker,andr,Enrichment factor 1%,11.428571428571429, DUD-AD,LightGBM_Ranker,andr,Enrichment factor 5%,3.3333333333333335, DUD-AD,LightGBM_Ranker,andr,RIE,4.613595159356284, DUD-AD,LightGBM_Ranker,andr,AUPRC,0.24742917402630477, DUD-AD,LightGBM_Ranker,andr,accuracy,0.5121212121212121, DUD-AD,LightGBM_Ranker,andr,F1 score,0.11294765840220386, DUD-AD,LightGBM_Ranker,andr,recall,0.6212121212121212, DUD-AD,LightGBM_Ranker,andr,precision,0.06212121212121212, DUD-AD,LightGBM_Ranker,andr,MCC,0.055615935483772555, DUD-AD,RandomForest,aofb,AUROC,0.922541800889707, DUD-AD,RandomForest,aofb,BEDROC,0.7535683936228683, DUD-AD,RandomForest,aofb,Enrichment factor 1%,24.20754716981132, DUD-AD,RandomForest,aofb,Enrichment factor 5%,13.407256894049347, DUD-AD,RandomForest,aofb,RIE,10.257237687297156, DUD-AD,RandomForest,aofb,AUPRC,0.6501276678626952, DUD-AD,RandomForest,aofb,accuracy,0.9649259547934529, DUD-AD,RandomForest,aofb,F1 score,0.26229508196721313, DUD-AD,RandomForest,aofb,recall,0.1509433962264151, DUD-AD,RandomForest,aofb,precision,1.0, DUD-AD,RandomForest,aofb,MCC,0.38159662241947767, DUD-AD,LogisticRegression,aofb,AUROC,0.9345758551925142, DUD-AD,LogisticRegression,aofb,BEDROC,0.7418574350431204, DUD-AD,LogisticRegression,aofb,Enrichment factor 1%,20.4833091436865, DUD-AD,LogisticRegression,aofb,Enrichment factor 5%,13.034833091436864, DUD-AD,LogisticRegression,aofb,RIE,10.097833330686012, DUD-AD,LogisticRegression,aofb,AUPRC,0.5865520105072227, DUD-AD,LogisticRegression,aofb,accuracy,0.970381917381138, DUD-AD,LogisticRegression,aofb,F1 score,0.5128205128205128, DUD-AD,LogisticRegression,aofb,recall,0.37735849056603776, DUD-AD,LogisticRegression,aofb,precision,0.8, DUD-AD,LogisticRegression,aofb,MCC,0.5374406789817684, DUD-AD,SimilaritySearch_Mean,aofb,AUROC,0.7528455284552845, DUD-AD,SimilaritySearch_Mean,aofb,BEDROC,0.3611158620614653, DUD-AD,SimilaritySearch_Mean,aofb,Enrichment factor 1%,7.448476052249637, DUD-AD,SimilaritySearch_Mean,aofb,Enrichment factor 5%,5.586357039187228, DUD-AD,SimilaritySearch_Mean,aofb,RIE,4.9153484757560335, DUD-AD,SimilaritySearch_Mean,aofb,AUPRC,0.18635251348456103, DUD-AD,SimilaritySearch_Max,aofb,AUROC,0.8846448841846908, DUD-AD,SimilaritySearch_Max,aofb,BEDROC,0.7234459008923009, DUD-AD,SimilaritySearch_Max,aofb,Enrichment factor 1%,24.20754716981132, DUD-AD,SimilaritySearch_Max,aofb,Enrichment factor 5%,13.034833091436864, DUD-AD,SimilaritySearch_Max,aofb,RIE,9.847223721271897, DUD-AD,SimilaritySearch_Max,aofb,AUPRC,0.625107761427627, DUD-AD,LightGBM_Ranker,aofb,AUROC,0.7970854425525387, DUD-AD,LightGBM_Ranker,aofb,BEDROC,0.39838539198201367, DUD-AD,LightGBM_Ranker,aofb,Enrichment factor 1%,13.034833091436864, DUD-AD,LightGBM_Ranker,aofb,Enrichment factor 5%,5.95878084179971, DUD-AD,LightGBM_Ranker,aofb,RIE,5.422644731457819, DUD-AD,LightGBM_Ranker,aofb,AUPRC,0.2780517713735446, DUD-AD,LightGBM_Ranker,aofb,accuracy,0.5307872174590803, DUD-AD,LightGBM_Ranker,aofb,F1 score,0.13256484149855907, DUD-AD,LightGBM_Ranker,aofb,recall,0.8679245283018868, DUD-AD,LightGBM_Ranker,aofb,precision,0.0717628705148206, DUD-AD,LightGBM_Ranker,aofb,MCC,0.15290934103412135, DUD-AD,RandomForest,braf,AUROC,0.9259991795593061, DUD-AD,RandomForest,braf,BEDROC,0.8748862887729377, DUD-AD,RandomForest,braf,Enrichment factor 1%,47.81481481481482, DUD-AD,RandomForest,braf,Enrichment factor 5%,17.654700854700852, DUD-AD,RandomForest,braf,RIE,14.299292435418248, DUD-AD,RandomForest,braf,AUPRC,0.8108536134675958, DUD-AD,RandomForest,braf,accuracy,0.9899302865995352, DUD-AD,RandomForest,braf,F1 score,0.6829268292682927, DUD-AD,RandomForest,braf,recall,0.5185185185185185, DUD-AD,RandomForest,braf,precision,1.0, DUD-AD,RandomForest,braf,MCC,0.7164076654767199, DUD-AD,LogisticRegression,braf,AUROC,0.9497773089545241, DUD-AD,LogisticRegression,braf,BEDROC,0.8509069476133343, DUD-AD,LogisticRegression,braf,Enrichment factor 1%,44.136752136752136, DUD-AD,LogisticRegression,braf,Enrichment factor 5%,16.91908831908832, DUD-AD,LogisticRegression,braf,RIE,13.907369948093184, DUD-AD,LogisticRegression,braf,AUPRC,0.7777140901764769, DUD-AD,LogisticRegression,braf,accuracy,0.9899302865995352, DUD-AD,LogisticRegression,braf,F1 score,0.6976744186046512, DUD-AD,LogisticRegression,braf,recall,0.5555555555555556, DUD-AD,LogisticRegression,braf,precision,0.9375, DUD-AD,LogisticRegression,braf,MCC,0.7175446523679243, DUD-AD,SimilaritySearch_Mean,braf,AUROC,0.9059716361931551, DUD-AD,SimilaritySearch_Mean,braf,BEDROC,0.6898683662283012, DUD-AD,SimilaritySearch_Mean,braf,Enrichment factor 1%,33.1025641025641, DUD-AD,SimilaritySearch_Mean,braf,Enrichment factor 5%,14.712250712250713, DUD-AD,SimilaritySearch_Mean,braf,RIE,11.275327601656771, DUD-AD,SimilaritySearch_Mean,braf,AUPRC,0.49513154584657165, DUD-AD,SimilaritySearch_Max,braf,AUROC,0.946993670886076, DUD-AD,SimilaritySearch_Max,braf,BEDROC,0.8428627682393545, DUD-AD,SimilaritySearch_Max,braf,Enrichment factor 1%,33.1025641025641, DUD-AD,SimilaritySearch_Max,braf,Enrichment factor 5%,17.654700854700852, DUD-AD,SimilaritySearch_Max,braf,RIE,13.775894493127378, DUD-AD,SimilaritySearch_Max,braf,AUPRC,0.6049149881288981, DUD-AD,LightGBM_Ranker,braf,AUROC,0.8606862400375059, DUD-AD,LightGBM_Ranker,braf,BEDROC,0.5245258519221234, DUD-AD,LightGBM_Ranker,braf,Enrichment factor 1%,25.74643874643875, DUD-AD,LightGBM_Ranker,braf,Enrichment factor 5%,9.562962962962963, DUD-AD,LightGBM_Ranker,braf,RIE,8.572941033312507, DUD-AD,LightGBM_Ranker,braf,AUPRC,0.37569377549964816, DUD-AD,LightGBM_Ranker,braf,accuracy,0.5166537567776918, DUD-AD,LightGBM_Ranker,braf,F1 score,0.07142857142857142, DUD-AD,LightGBM_Ranker,braf,recall,0.8888888888888888, DUD-AD,LightGBM_Ranker,braf,precision,0.037209302325581395, DUD-AD,LightGBM_Ranker,braf,MCC,0.11378795886630666, DUD-AD,RandomForest,cdk2,AUROC,0.9609012789768185, DUD-AD,RandomForest,cdk2,BEDROC,0.9018497770219593, DUD-AD,RandomForest,cdk2,Enrichment factor 1%,11.425, DUD-AD,RandomForest,cdk2,Enrichment factor 5%,10.928260869565216, DUD-AD,RandomForest,cdk2,RIE,8.51410989026074, DUD-AD,RandomForest,cdk2,AUPRC,0.8512655548172691, DUD-AD,RandomForest,cdk2,accuracy,0.9569657184536834, DUD-AD,RandomForest,cdk2,F1 score,0.6740331491712708, DUD-AD,RandomForest,cdk2,recall,0.5083333333333333, DUD-AD,RandomForest,cdk2,precision,1.0, DUD-AD,RandomForest,cdk2,MCC,0.6967344768975553, DUD-AD,LogisticRegression,cdk2,AUROC,0.9466626698641087, DUD-AD,LogisticRegression,cdk2,BEDROC,0.9120655185273777, DUD-AD,LogisticRegression,cdk2,Enrichment factor 1%,11.425, DUD-AD,LogisticRegression,cdk2,Enrichment factor 5%,11.259420289855074, DUD-AD,LogisticRegression,cdk2,RIE,8.610553828995508, DUD-AD,LogisticRegression,cdk2,AUPRC,0.8565249153622589, DUD-AD,LogisticRegression,cdk2,accuracy,0.9664478482859227, DUD-AD,LogisticRegression,cdk2,F1 score,0.7766990291262136, DUD-AD,LogisticRegression,cdk2,recall,0.6666666666666666, DUD-AD,LogisticRegression,cdk2,precision,0.9302325581395349, DUD-AD,LogisticRegression,cdk2,MCC,0.7714211034471605, DUD-AD,SimilaritySearch_Mean,cdk2,AUROC,0.7021782573940848, DUD-AD,SimilaritySearch_Mean,cdk2,BEDROC,0.3859731852253542, DUD-AD,SimilaritySearch_Mean,cdk2,Enrichment factor 1%,8.160714285714286, DUD-AD,SimilaritySearch_Mean,cdk2,Enrichment factor 5%,4.3050724637681155, DUD-AD,SimilaritySearch_Mean,cdk2,RIE,3.643864261243578, DUD-AD,SimilaritySearch_Mean,cdk2,AUPRC,0.2708983117862365, DUD-AD,SimilaritySearch_Max,cdk2,AUROC,0.909109379163336, DUD-AD,SimilaritySearch_Max,cdk2,BEDROC,0.8257816460899712, DUD-AD,SimilaritySearch_Max,cdk2,Enrichment factor 1%,8.160714285714286, DUD-AD,SimilaritySearch_Max,cdk2,Enrichment factor 5%,10.265942028985506, DUD-AD,SimilaritySearch_Max,cdk2,RIE,7.795972087402094, DUD-AD,SimilaritySearch_Max,cdk2,AUPRC,0.7028234739596129, DUD-AD,LightGBM_Ranker,cdk2,AUROC,0.4724820143884892, DUD-AD,LightGBM_Ranker,cdk2,BEDROC,0.14075257224682947, DUD-AD,LightGBM_Ranker,cdk2,Enrichment factor 1%,2.4482142857142857, DUD-AD,LightGBM_Ranker,cdk2,Enrichment factor 5%,0.9934782608695653, DUD-AD,LightGBM_Ranker,cdk2,RIE,1.3288055098000928, DUD-AD,LightGBM_Ranker,cdk2,AUPRC,0.11381731409398893, DUD-AD,LightGBM_Ranker,cdk2,accuracy,0.49015317286652077, DUD-AD,LightGBM_Ranker,cdk2,F1 score,0.13167701863354037, DUD-AD,LightGBM_Ranker,cdk2,recall,0.44166666666666665, DUD-AD,LightGBM_Ranker,cdk2,precision,0.07737226277372262, DUD-AD,LightGBM_Ranker,cdk2,MCC,-0.03590749933997257, DUD-AD,RandomForest,cp2c9,AUROC,0.9095607448814209, DUD-AD,RandomForest,cp2c9,BEDROC,0.6418660096406523, DUD-AD,RandomForest,cp2c9,Enrichment factor 1%,22.155416012558867, DUD-AD,RandomForest,cp2c9,Enrichment factor 5%,10.87629513343799, DUD-AD,RandomForest,cp2c9,RIE,8.976699052645314, DUD-AD,RandomForest,cp2c9,AUPRC,0.5152526971565929, DUD-AD,RandomForest,cp2c9,accuracy,0.9649259547934529, DUD-AD,RandomForest,cp2c9,F1 score,0.21052631578947367, DUD-AD,RandomForest,cp2c9,recall,0.12244897959183673, DUD-AD,RandomForest,cp2c9,precision,0.75, DUD-AD,RandomForest,cp2c9,MCC,0.2941873282686391, DUD-AD,LogisticRegression,cp2c9,AUROC,0.8728541659775743, DUD-AD,LogisticRegression,cp2c9,BEDROC,0.6486194815884552, DUD-AD,LogisticRegression,cp2c9,Enrichment factor 1%,24.169544740973315, DUD-AD,LogisticRegression,cp2c9,Enrichment factor 5%,10.87629513343799, DUD-AD,LogisticRegression,cp2c9,RIE,9.071148492103841, DUD-AD,LogisticRegression,cp2c9,AUPRC,0.5373508526582643, DUD-AD,LogisticRegression,cp2c9,accuracy,0.9711613406079501, DUD-AD,LogisticRegression,cp2c9,F1 score,0.4788732394366197, DUD-AD,LogisticRegression,cp2c9,recall,0.3469387755102041, DUD-AD,LogisticRegression,cp2c9,precision,0.7727272727272727, DUD-AD,LogisticRegression,cp2c9,MCC,0.5062180704886676, DUD-AD,SimilaritySearch_Mean,cp2c9,AUROC,0.6851288327324447, DUD-AD,SimilaritySearch_Mean,cp2c9,BEDROC,0.33813344663254274, DUD-AD,SimilaritySearch_Mean,cp2c9,Enrichment factor 1%,14.098901098901099, DUD-AD,SimilaritySearch_Mean,cp2c9,Enrichment factor 5%,5.63956043956044, DUD-AD,SimilaritySearch_Mean,cp2c9,RIE,4.728903171779839, DUD-AD,SimilaritySearch_Mean,cp2c9,AUPRC,0.2121652290890867, DUD-AD,SimilaritySearch_Max,cp2c9,AUROC,0.8662140707174281, DUD-AD,SimilaritySearch_Max,cp2c9,BEDROC,0.597400969220185, DUD-AD,SimilaritySearch_Max,cp2c9,Enrichment factor 1%,18.127158555729984, DUD-AD,SimilaritySearch_Max,cp2c9,Enrichment factor 5%,10.473469387755102, DUD-AD,SimilaritySearch_Max,cp2c9,RIE,8.354841410284015, DUD-AD,SimilaritySearch_Max,cp2c9,AUPRC,0.4332188132740073, DUD-AD,LightGBM_Ranker,cp2c9,AUROC,0.8053120762081168, DUD-AD,LightGBM_Ranker,cp2c9,BEDROC,0.4483941418373562, DUD-AD,LightGBM_Ranker,cp2c9,Enrichment factor 1%,20.141287284144425, DUD-AD,LightGBM_Ranker,cp2c9,Enrichment factor 5%,7.653689167974882, DUD-AD,LightGBM_Ranker,cp2c9,RIE,6.270933839396683, DUD-AD,LightGBM_Ranker,cp2c9,AUPRC,0.3331786038730698, DUD-AD,LightGBM_Ranker,cp2c9,accuracy,0.5292283710054559, DUD-AD,LightGBM_Ranker,cp2c9,F1 score,0.1246376811594203, DUD-AD,LightGBM_Ranker,cp2c9,recall,0.8775510204081632, DUD-AD,LightGBM_Ranker,cp2c9,precision,0.06708268330733229, DUD-AD,LightGBM_Ranker,cp2c9,MCC,0.15062403850653214, DUD-AD,RandomForest,cp3a4,AUROC,0.883353805796136, DUD-AD,RandomForest,cp3a4,BEDROC,0.7258109621072866, DUD-AD,RandomForest,cp3a4,Enrichment factor 1%,15.13145082765336, DUD-AD,RandomForest,cp3a4,Enrichment factor 5%,11.34858812074002, DUD-AD,RandomForest,cp3a4,RIE,8.385472833585867, DUD-AD,RandomForest,cp3a4,AUPRC,0.6037154247367018, DUD-AD,RandomForest,cp3a4,accuracy,0.9428571428571428, DUD-AD,RandomForest,cp3a4,F1 score,0.13953488372093023, DUD-AD,RandomForest,cp3a4,recall,0.0759493670886076, DUD-AD,RandomForest,cp3a4,precision,0.8571428571428571, DUD-AD,RandomForest,cp3a4,MCC,0.24522764114820478, DUD-AD,LogisticRegression,cp3a4,AUROC,0.89366464023984, DUD-AD,LogisticRegression,cp3a4,BEDROC,0.7018244675670473, DUD-AD,LogisticRegression,cp3a4,Enrichment factor 1%,15.13145082765336, DUD-AD,LogisticRegression,cp3a4,Enrichment factor 5%,10.844206426484908, DUD-AD,LogisticRegression,cp3a4,RIE,8.10835095625671, DUD-AD,LogisticRegression,cp3a4,AUPRC,0.6019496553213609, DUD-AD,LogisticRegression,cp3a4,accuracy,0.9498069498069498, DUD-AD,LogisticRegression,cp3a4,F1 score,0.3157894736842105, DUD-AD,LogisticRegression,cp3a4,recall,0.189873417721519, DUD-AD,LogisticRegression,cp3a4,precision,0.9375, DUD-AD,LogisticRegression,cp3a4,MCC,0.4096039741917302, DUD-AD,SimilaritySearch_Mean,cp3a4,AUROC,0.5972788974017322, DUD-AD,SimilaritySearch_Mean,cp3a4,BEDROC,0.2522919455112726, DUD-AD,SimilaritySearch_Mean,cp3a4,Enrichment factor 1%,7.56572541382668, DUD-AD,SimilaritySearch_Mean,cp3a4,Enrichment factor 5%,3.78286270691334, DUD-AD,SimilaritySearch_Mean,cp3a4,RIE,2.9147910459654605, DUD-AD,SimilaritySearch_Mean,cp3a4,AUPRC,0.15735514511561743, DUD-AD,SimilaritySearch_Max,cp3a4,AUROC,0.7899993754163891, DUD-AD,SimilaritySearch_Max,cp3a4,BEDROC,0.5984049304750882, DUD-AD,SimilaritySearch_Max,cp3a4,Enrichment factor 1%,12.6095423563778, DUD-AD,SimilaritySearch_Max,cp3a4,Enrichment factor 5%,9.331061343719572, DUD-AD,SimilaritySearch_Max,cp3a4,RIE,6.91351958048578, DUD-AD,SimilaritySearch_Max,cp3a4,AUPRC,0.4289283095874758, DUD-AD,LightGBM_Ranker,cp3a4,AUROC,0.7308773317788141, DUD-AD,LightGBM_Ranker,cp3a4,BEDROC,0.41790254863016163, DUD-AD,LightGBM_Ranker,cp3a4,Enrichment factor 1%,10.087633885102239, DUD-AD,LightGBM_Ranker,cp3a4,Enrichment factor 5%,5.800389483933787, DUD-AD,LightGBM_Ranker,cp3a4,RIE,4.828131120102969, DUD-AD,LightGBM_Ranker,cp3a4,AUPRC,0.2883734649727331, DUD-AD,LightGBM_Ranker,cp3a4,accuracy,0.5305019305019305, DUD-AD,LightGBM_Ranker,cp3a4,F1 score,0.162534435261708, DUD-AD,LightGBM_Ranker,cp3a4,recall,0.7468354430379747, DUD-AD,LightGBM_Ranker,cp3a4,precision,0.09119010819165378, DUD-AD,LightGBM_Ranker,cp3a4,MCC,0.1260268834915741, DUD-AD,RandomForest,csf1r,AUROC,0.9524283439490446, DUD-AD,RandomForest,csf1r,BEDROC,0.8028207060683795, DUD-AD,RandomForest,csf1r,Enrichment factor 1%,31.433198380566804, DUD-AD,RandomForest,csf1r,Enrichment factor 5%,14.668825910931174, DUD-AD,RandomForest,csf1r,RIE,12.143296063046241, DUD-AD,RandomForest,csf1r,AUPRC,0.7104969268883695, DUD-AD,RandomForest,csf1r,accuracy,0.9775888717156105, DUD-AD,RandomForest,csf1r,F1 score,0.40816326530612246, DUD-AD,RandomForest,csf1r,recall,0.2631578947368421, DUD-AD,RandomForest,csf1r,precision,0.9090909090909091, DUD-AD,RandomForest,csf1r,MCC,0.48247788387649904, DUD-AD,LogisticRegression,csf1r,AUROC,0.9385476030841434, DUD-AD,LogisticRegression,csf1r,BEDROC,0.7553268819108613, DUD-AD,LogisticRegression,csf1r,Enrichment factor 1%,31.433198380566804, DUD-AD,LogisticRegression,csf1r,Enrichment factor 5%,15.192712550607286, DUD-AD,LogisticRegression,csf1r,RIE,11.424914535405554, DUD-AD,LogisticRegression,csf1r,AUPRC,0.6312145645320134, DUD-AD,LogisticRegression,csf1r,accuracy,0.9799072642967542, DUD-AD,LogisticRegression,csf1r,F1 score,0.5185185185185185, DUD-AD,LogisticRegression,csf1r,recall,0.3684210526315789, DUD-AD,LogisticRegression,csf1r,precision,0.875, DUD-AD,LogisticRegression,csf1r,MCC,0.5604340346097492, DUD-AD,SimilaritySearch_Mean,csf1r,AUROC,0.8507584646329198, DUD-AD,SimilaritySearch_Mean,csf1r,BEDROC,0.5554246514159296, DUD-AD,SimilaritySearch_Mean,csf1r,Enrichment factor 1%,26.194331983805668, DUD-AD,SimilaritySearch_Mean,csf1r,Enrichment factor 5%,8.906072874493926, DUD-AD,SimilaritySearch_Mean,csf1r,RIE,8.40123572517866, DUD-AD,SimilaritySearch_Mean,csf1r,AUPRC,0.40951184216921027, DUD-AD,SimilaritySearch_Max,csf1r,AUROC,0.9615110626885686, DUD-AD,SimilaritySearch_Max,csf1r,BEDROC,0.7870629437972824, DUD-AD,SimilaritySearch_Max,csf1r,Enrichment factor 1%,26.194331983805668, DUD-AD,SimilaritySearch_Max,csf1r,Enrichment factor 5%,16.240485829959514, DUD-AD,SimilaritySearch_Max,csf1r,RIE,11.904947487556399, DUD-AD,SimilaritySearch_Max,csf1r,AUPRC,0.5769279401973589, DUD-AD,LightGBM_Ranker,csf1r,AUROC,0.7287336573918873, DUD-AD,LightGBM_Ranker,csf1r,BEDROC,0.3129191542354305, DUD-AD,LightGBM_Ranker,csf1r,Enrichment factor 1%,13.097165991902834, DUD-AD,LightGBM_Ranker,csf1r,Enrichment factor 5%,4.191093117408907, DUD-AD,LightGBM_Ranker,csf1r,RIE,4.733148924082143, DUD-AD,LightGBM_Ranker,csf1r,AUPRC,0.21871976172733495, DUD-AD,LightGBM_Ranker,csf1r,accuracy,0.51854714064915, DUD-AD,LightGBM_Ranker,csf1r,F1 score,0.0905109489051095, DUD-AD,LightGBM_Ranker,csf1r,recall,0.8157894736842105, DUD-AD,LightGBM_Ranker,csf1r,precision,0.04791344667697063, DUD-AD,LightGBM_Ranker,csf1r,MCC,0.10985621297556586, DUD-AD,RandomForest,cxcr4,AUROC,0.9087837837837838, DUD-AD,RandomForest,cxcr4,BEDROC,0.8246403215340907, DUD-AD,RandomForest,cxcr4,Enrichment factor 1%,73.03846153846153, DUD-AD,RandomForest,cxcr4,Enrichment factor 5%,17.30859375, DUD-AD,RandomForest,cxcr4,RIE,15.493159330783971, DUD-AD,RandomForest,cxcr4,AUPRC,0.6652952370090647, DUD-AD,RandomForest,cxcr4,accuracy,0.9960505529225908, DUD-AD,RandomForest,cxcr4,F1 score,0.6153846153846154, DUD-AD,RandomForest,cxcr4,recall,0.5, DUD-AD,RandomForest,cxcr4,precision,0.8, DUD-AD,RandomForest,cxcr4,MCC,0.630698460962027, DUD-AD,LogisticRegression,cxcr4,AUROC,0.9914546899841017, DUD-AD,LogisticRegression,cxcr4,BEDROC,0.8790611607877161, DUD-AD,LogisticRegression,cxcr4,Enrichment factor 1%,73.03846153846153, DUD-AD,LogisticRegression,cxcr4,Enrichment factor 5%,19.78125, DUD-AD,LogisticRegression,cxcr4,RIE,16.51560597699156, DUD-AD,LogisticRegression,cxcr4,AUPRC,0.7217900024503798, DUD-AD,LogisticRegression,cxcr4,accuracy,0.9960505529225908, DUD-AD,LogisticRegression,cxcr4,F1 score,0.6153846153846154, DUD-AD,LogisticRegression,cxcr4,recall,0.5, DUD-AD,LogisticRegression,cxcr4,precision,0.8, DUD-AD,LogisticRegression,cxcr4,MCC,0.630698460962027, DUD-AD,SimilaritySearch_Mean,cxcr4,AUROC,0.938195548489666, DUD-AD,SimilaritySearch_Mean,cxcr4,BEDROC,0.623383795103304, DUD-AD,SimilaritySearch_Mean,cxcr4,Enrichment factor 1%,48.69230769230769, DUD-AD,SimilaritySearch_Mean,cxcr4,Enrichment factor 5%,12.36328125, DUD-AD,SimilaritySearch_Mean,cxcr4,RIE,11.711996392124613, DUD-AD,SimilaritySearch_Mean,cxcr4,AUPRC,0.5305338321070421, DUD-AD,SimilaritySearch_Max,cxcr4,AUROC,0.9924483306836247, DUD-AD,SimilaritySearch_Max,cxcr4,BEDROC,0.8997942411677143, DUD-AD,SimilaritySearch_Max,cxcr4,Enrichment factor 1%,73.03846153846153, DUD-AD,SimilaritySearch_Max,cxcr4,Enrichment factor 5%,17.30859375, DUD-AD,SimilaritySearch_Max,cxcr4,RIE,16.905134488326844, DUD-AD,SimilaritySearch_Max,cxcr4,AUPRC,0.6142857142857143, DUD-AD,LightGBM_Ranker,cxcr4,AUROC,0.9211049284578697, DUD-AD,LightGBM_Ranker,cxcr4,BEDROC,0.6796745439145291, DUD-AD,LightGBM_Ranker,cxcr4,Enrichment factor 1%,48.69230769230769, DUD-AD,LightGBM_Ranker,cxcr4,Enrichment factor 5%,14.8359375, DUD-AD,LightGBM_Ranker,cxcr4,RIE,12.769574483971418, DUD-AD,LightGBM_Ranker,cxcr4,AUPRC,0.5528664711777517, DUD-AD,LightGBM_Ranker,cxcr4,accuracy,0.5063191153238547, DUD-AD,LightGBM_Ranker,cxcr4,F1 score,0.0249609984399376, DUD-AD,LightGBM_Ranker,cxcr4,recall,1.0, DUD-AD,LightGBM_Ranker,cxcr4,precision,0.01263823064770932, DUD-AD,LightGBM_Ranker,cxcr4,MCC,0.07974522228289001, DUD-AD,RandomForest,egfr,AUROC,0.9447748447204969, DUD-AD,RandomForest,egfr,BEDROC,0.8987195906463652, DUD-AD,RandomForest,egfr,Enrichment factor 1%,13.88, DUD-AD,RandomForest,egfr,Enrichment factor 5%,13.086857142857143, DUD-AD,RandomForest,egfr,RIE,9.521461353572013, DUD-AD,RandomForest,egfr,AUPRC,0.8435681327064583, DUD-AD,RandomForest,egfr,accuracy,0.9675792507204611, DUD-AD,RandomForest,egfr,F1 score,0.7096774193548387, DUD-AD,RandomForest,egfr,recall,0.55, DUD-AD,RandomForest,egfr,precision,1.0, DUD-AD,RandomForest,egfr,MCC,0.7289944157636282, DUD-AD,LogisticRegression,egfr,AUROC,0.9542158385093168, DUD-AD,LogisticRegression,egfr,BEDROC,0.8910173943414029, DUD-AD,LogisticRegression,egfr,Enrichment factor 1%,13.88, DUD-AD,LogisticRegression,egfr,Enrichment factor 5%,12.88857142857143, DUD-AD,LogisticRegression,egfr,RIE,9.439860635719587, DUD-AD,LogisticRegression,egfr,AUPRC,0.8397100778540292, DUD-AD,LogisticRegression,egfr,accuracy,0.9697406340057637, DUD-AD,LogisticRegression,egfr,F1 score,0.7407407407407407, DUD-AD,LogisticRegression,egfr,recall,0.6, DUD-AD,LogisticRegression,egfr,precision,0.967741935483871, DUD-AD,LogisticRegression,egfr,MCC,0.7490592435777781, DUD-AD,SimilaritySearch_Mean,egfr,AUROC,0.8591847826086956, DUD-AD,SimilaritySearch_Mean,egfr,BEDROC,0.7430750586781671, DUD-AD,SimilaritySearch_Mean,egfr,Enrichment factor 1%,12.88857142857143, DUD-AD,SimilaritySearch_Mean,egfr,Enrichment factor 5%,10.310857142857142, DUD-AD,SimilaritySearch_Mean,egfr,RIE,7.87248941939431, DUD-AD,SimilaritySearch_Mean,egfr,AUPRC,0.637883939297108, DUD-AD,SimilaritySearch_Max,egfr,AUROC,0.941195652173913, DUD-AD,SimilaritySearch_Max,egfr,BEDROC,0.8247188994201886, DUD-AD,SimilaritySearch_Max,egfr,Enrichment factor 1%,12.88857142857143, DUD-AD,SimilaritySearch_Max,egfr,Enrichment factor 5%,11.50057142857143, DUD-AD,SimilaritySearch_Max,egfr,RIE,8.737462960575797, DUD-AD,SimilaritySearch_Max,egfr,AUPRC,0.7296768570188669, DUD-AD,LightGBM_Ranker,egfr,AUROC,0.8087888198757764, DUD-AD,LightGBM_Ranker,egfr,BEDROC,0.6268533482014909, DUD-AD,LightGBM_Ranker,egfr,Enrichment factor 1%,13.88, DUD-AD,LightGBM_Ranker,egfr,Enrichment factor 5%,8.129714285714286, DUD-AD,LightGBM_Ranker,egfr,RIE,6.641181539222047, DUD-AD,LightGBM_Ranker,egfr,AUPRC,0.5116684786436305, DUD-AD,LightGBM_Ranker,egfr,accuracy,0.5504322766570605, DUD-AD,LightGBM_Ranker,egfr,F1 score,0.2141057934508816, DUD-AD,LightGBM_Ranker,egfr,recall,0.85, DUD-AD,LightGBM_Ranker,egfr,precision,0.12247838616714697, DUD-AD,LightGBM_Ranker,egfr,MCC,0.19504737440137349, DUD-AD,RandomForest,esr1,AUROC,0.9787441532080133, DUD-AD,RandomForest,esr1,BEDROC,0.8827173211334148, DUD-AD,RandomForest,esr1,Enrichment factor 1%,13.918253968253968, DUD-AD,RandomForest,esr1,Enrichment factor 5%,13.005065359477125, DUD-AD,RandomForest,esr1,RIE,9.74675626982622, DUD-AD,RandomForest,esr1,AUPRC,0.8272060304686313, DUD-AD,RandomForest,esr1,accuracy,0.9681245366938473, DUD-AD,RandomForest,esr1,F1 score,0.7189542483660131, DUD-AD,RandomForest,esr1,recall,0.6111111111111112, DUD-AD,RandomForest,esr1,precision,0.873015873015873, DUD-AD,RandomForest,esr1,MCC,0.7151944990689122, DUD-AD,LogisticRegression,esr1,AUROC,0.970708675315506, DUD-AD,LogisticRegression,esr1,BEDROC,0.8772019151721263, DUD-AD,LogisticRegression,esr1,Enrichment factor 1%,13.918253968253968, DUD-AD,LogisticRegression,esr1,Enrichment factor 5%,12.784640522875815, DUD-AD,LogisticRegression,esr1,RIE,9.685856459807612, DUD-AD,LogisticRegression,esr1,AUPRC,0.8189157895731118, DUD-AD,LogisticRegression,esr1,accuracy,0.9614529280948851, DUD-AD,LogisticRegression,esr1,F1 score,0.6338028169014085, DUD-AD,LogisticRegression,esr1,recall,0.5, DUD-AD,LogisticRegression,esr1,precision,0.8653846153846154, DUD-AD,LogisticRegression,esr1,MCC,0.6408790656669597, DUD-AD,SimilaritySearch_Mean,esr1,AUROC,0.8825964169093637, DUD-AD,SimilaritySearch_Mean,esr1,BEDROC,0.7106005035325943, DUD-AD,SimilaritySearch_Mean,esr1,Enrichment factor 1%,12.847619047619046, DUD-AD,SimilaritySearch_Mean,esr1,Enrichment factor 5%,10.13954248366013, DUD-AD,SimilaritySearch_Mean,esr1,RIE,7.846283019721438, DUD-AD,SimilaritySearch_Mean,esr1,AUPRC,0.5970394334076893, DUD-AD,SimilaritySearch_Max,esr1,AUROC,0.9319477539493426, DUD-AD,SimilaritySearch_Max,esr1,BEDROC,0.819301693868789, DUD-AD,SimilaritySearch_Max,esr1,Enrichment factor 1%,12.847619047619046, DUD-AD,SimilaritySearch_Max,esr1,Enrichment factor 5%,11.682516339869283, DUD-AD,SimilaritySearch_Max,esr1,RIE,9.046535890812763, DUD-AD,SimilaritySearch_Max,esr1,AUPRC,0.7072739368058009, DUD-AD,LightGBM_Ranker,esr1,AUROC,0.8278572058953314, DUD-AD,LightGBM_Ranker,esr1,BEDROC,0.3917033394155791, DUD-AD,LightGBM_Ranker,esr1,Enrichment factor 1%,8.565079365079365, DUD-AD,LightGBM_Ranker,esr1,Enrichment factor 5%,2.424673202614379, DUD-AD,LightGBM_Ranker,esr1,RIE,4.325095849364576, DUD-AD,LightGBM_Ranker,esr1,AUPRC,0.3252025186259302, DUD-AD,LightGBM_Ranker,esr1,accuracy,0.5507783543365455, DUD-AD,LightGBM_Ranker,esr1,F1 score,0.20680628272251309, DUD-AD,LightGBM_Ranker,esr1,recall,0.8777777777777778, DUD-AD,LightGBM_Ranker,esr1,precision,0.1172106824925816, DUD-AD,LightGBM_Ranker,esr1,MCC,0.2022091473444516, DUD-AD,RandomForest,esr2,AUROC,0.9733777268781055, DUD-AD,RandomForest,esr2,BEDROC,0.8915138735725313, DUD-AD,RandomForest,esr2,Enrichment factor 1%,14.522425249169434, DUD-AD,RandomForest,esr2,Enrichment factor 5%,13.339603283173735, DUD-AD,RandomForest,esr2,RIE,10.061612197996999, DUD-AD,RandomForest,esr2,AUPRC,0.8347537310639438, DUD-AD,RandomForest,esr2,accuracy,0.9672862453531599, DUD-AD,RandomForest,esr2,F1 score,0.6764705882352942, DUD-AD,RandomForest,esr2,recall,0.5348837209302325, DUD-AD,RandomForest,esr2,precision,0.92, DUD-AD,RandomForest,esr2,MCC,0.6875657777712456, DUD-AD,LogisticRegression,esr2,AUROC,0.9772429207381274, DUD-AD,LogisticRegression,esr2,BEDROC,0.8997169960544559, DUD-AD,LogisticRegression,esr2,Enrichment factor 1%,15.63953488372093, DUD-AD,LogisticRegression,esr2,Enrichment factor 5%,13.799589603283174, DUD-AD,LogisticRegression,esr2,RIE,10.154192514453037, DUD-AD,LogisticRegression,esr2,AUPRC,0.8477437580922766, DUD-AD,LogisticRegression,esr2,accuracy,0.9620817843866171, DUD-AD,LogisticRegression,esr2,F1 score,0.6106870229007634, DUD-AD,LogisticRegression,esr2,recall,0.46511627906976744, DUD-AD,LogisticRegression,esr2,precision,0.8888888888888888, DUD-AD,LogisticRegression,esr2,MCC,0.6273668145304088, DUD-AD,SimilaritySearch_Mean,esr2,AUROC,0.880405268116076, DUD-AD,SimilaritySearch_Mean,esr2,BEDROC,0.7485471034968709, DUD-AD,SimilaritySearch_Mean,esr2,Enrichment factor 1%,15.63953488372093, DUD-AD,SimilaritySearch_Mean,esr2,Enrichment factor 5%,10.34969220246238, DUD-AD,SimilaritySearch_Mean,esr2,RIE,8.448091389857504, DUD-AD,SimilaritySearch_Mean,esr2,AUPRC,0.6475785480232972, DUD-AD,SimilaritySearch_Max,esr2,AUROC,0.9309898960045809, DUD-AD,SimilaritySearch_Max,esr2,BEDROC,0.8465255444319189, DUD-AD,SimilaritySearch_Max,esr2,Enrichment factor 1%,13.40531561461794, DUD-AD,SimilaritySearch_Max,esr2,Enrichment factor 5%,13.109610123119015, DUD-AD,SimilaritySearch_Max,esr2,RIE,9.55387459468267, DUD-AD,SimilaritySearch_Max,esr2,AUPRC,0.7345697402331817, DUD-AD,LightGBM_Ranker,esr2,AUROC,0.8698948962816557, DUD-AD,LightGBM_Ranker,esr2,BEDROC,0.636224014998894, DUD-AD,LightGBM_Ranker,esr2,Enrichment factor 1%,12.288205980066444, DUD-AD,LightGBM_Ranker,esr2,Enrichment factor 5%,8.509746922024624, DUD-AD,LightGBM_Ranker,esr2,RIE,7.180414709254966, DUD-AD,LightGBM_Ranker,esr2,AUPRC,0.5000345275606967, DUD-AD,LightGBM_Ranker,esr2,accuracy,0.5509293680297398, DUD-AD,LightGBM_Ranker,esr2,F1 score,0.20316622691292877, DUD-AD,LightGBM_Ranker,esr2,recall,0.8953488372093024, DUD-AD,LightGBM_Ranker,esr2,precision,0.11458333333333333, DUD-AD,LightGBM_Ranker,esr2,MCC,0.20684980606961917, DUD-AD,RandomForest,fa7,AUROC,0.9998420221169035, DUD-AD,RandomForest,fa7,BEDROC,0.9971849289904914, DUD-AD,RandomForest,fa7,Enrichment factor 1%,78.83076923076923, DUD-AD,RandomForest,fa7,Enrichment factor 5%,19.70769230769231, DUD-AD,RandomForest,fa7,RIE,17.780483422247027, DUD-AD,RandomForest,fa7,AUPRC,0.9866269841269841, DUD-AD,RandomForest,fa7,accuracy,0.9968774395003903, DUD-AD,RandomForest,fa7,F1 score,0.8461538461538461, DUD-AD,RandomForest,fa7,recall,0.7333333333333333, DUD-AD,RandomForest,fa7,precision,1.0, DUD-AD,RandomForest,fa7,MCC,0.8549991941792952, DUD-AD,LogisticRegression,fa7,AUROC,0.999526066350711, DUD-AD,LogisticRegression,fa7,BEDROC,0.9916849408655738, DUD-AD,LogisticRegression,fa7,Enrichment factor 1%,78.83076923076923, DUD-AD,LogisticRegression,fa7,Enrichment factor 5%,19.70769230769231, DUD-AD,LogisticRegression,fa7,RIE,17.68241490498496, DUD-AD,LogisticRegression,fa7,AUPRC,0.964624183006536, DUD-AD,LogisticRegression,fa7,accuracy,0.9953161592505855, DUD-AD,LogisticRegression,fa7,F1 score,0.75, DUD-AD,LogisticRegression,fa7,recall,0.6, DUD-AD,LogisticRegression,fa7,precision,1.0, DUD-AD,LogisticRegression,fa7,MCC,0.7727676308702084, DUD-AD,SimilaritySearch_Mean,fa7,AUROC,0.992943654555029, DUD-AD,SimilaritySearch_Mean,fa7,BEDROC,0.8941350579676355, DUD-AD,SimilaritySearch_Mean,fa7,Enrichment factor 1%,59.12307692307692, DUD-AD,SimilaritySearch_Mean,fa7,Enrichment factor 5%,19.70769230769231, DUD-AD,SimilaritySearch_Mean,fa7,RIE,15.943034354043771, DUD-AD,SimilaritySearch_Mean,fa7,AUPRC,0.6991307397800659, DUD-AD,SimilaritySearch_Max,fa7,AUROC,0.9989468141126909, DUD-AD,SimilaritySearch_Max,fa7,BEDROC,0.9803336585091285, DUD-AD,SimilaritySearch_Max,fa7,Enrichment factor 1%,72.26153846153846, DUD-AD,SimilaritySearch_Max,fa7,Enrichment factor 5%,19.70769230769231, DUD-AD,SimilaritySearch_Max,fa7,RIE,17.480013844394243, DUD-AD,SimilaritySearch_Max,fa7,AUPRC,0.8789451289451289, DUD-AD,LightGBM_Ranker,fa7,AUROC,0.9681411269088994, DUD-AD,LightGBM_Ranker,fa7,BEDROC,0.6753669481479696, DUD-AD,LightGBM_Ranker,fa7,Enrichment factor 1%,39.41538461538462, DUD-AD,LightGBM_Ranker,fa7,Enrichment factor 5%,13.138461538461538, DUD-AD,LightGBM_Ranker,fa7,RIE,12.04225063106777, DUD-AD,LightGBM_Ranker,fa7,AUPRC,0.4313307656508629, DUD-AD,LightGBM_Ranker,fa7,accuracy,0.5120999219359875, DUD-AD,LightGBM_Ranker,fa7,F1 score,0.04580152671755725, DUD-AD,LightGBM_Ranker,fa7,recall,1.0, DUD-AD,LightGBM_Ranker,fa7,precision,0.0234375, DUD-AD,LightGBM_Ranker,fa7,MCC,0.10893509198326701, DUD-AD,RandomForest,fabp4,AUROC,0.8206084751901486, DUD-AD,RandomForest,fabp4,BEDROC,0.7443562159209973, DUD-AD,RandomForest,fabp4,Enrichment factor 1%,70.82517482517483, DUD-AD,RandomForest,fabp4,Enrichment factor 5%,14.386363636363637, DUD-AD,RandomForest,fabp4,RIE,13.665396021948794, DUD-AD,RandomForest,fabp4,AUPRC,0.7300628342370961, DUD-AD,RandomForest,fabp4,accuracy,0.995260663507109, DUD-AD,RandomForest,fabp4,F1 score,0.625, DUD-AD,RandomForest,fabp4,recall,0.45454545454545453, DUD-AD,RandomForest,fabp4,precision,1.0, DUD-AD,RandomForest,fabp4,MCC,0.6725939851630508, DUD-AD,LogisticRegression,fabp4,AUROC,0.9245201014125316, DUD-AD,LogisticRegression,fabp4,BEDROC,0.7484125210656032, DUD-AD,LogisticRegression,fabp4,Enrichment factor 1%,70.82517482517483, DUD-AD,LogisticRegression,fabp4,Enrichment factor 5%,14.386363636363637, DUD-AD,LogisticRegression,fabp4,RIE,13.739864421377286, DUD-AD,LogisticRegression,fabp4,AUPRC,0.7358821493721148, DUD-AD,LogisticRegression,fabp4,accuracy,0.9976303317535545, DUD-AD,LogisticRegression,fabp4,F1 score,0.8421052631578947, DUD-AD,LogisticRegression,fabp4,recall,0.7272727272727273, DUD-AD,LogisticRegression,fabp4,precision,1.0, DUD-AD,LogisticRegression,fabp4,MCC,0.8517854029021606, DUD-AD,SimilaritySearch_Mean,fabp4,AUROC,0.8515755161173488, DUD-AD,SimilaritySearch_Mean,fabp4,BEDROC,0.6719336354922009, DUD-AD,SimilaritySearch_Mean,fabp4,Enrichment factor 1%,61.97202797202797, DUD-AD,SimilaritySearch_Mean,fabp4,Enrichment factor 5%,12.588068181818182, DUD-AD,SimilaritySearch_Mean,fabp4,RIE,12.335813198480578, DUD-AD,SimilaritySearch_Mean,fabp4,AUPRC,0.6231339051438161, DUD-AD,SimilaritySearch_Max,fabp4,AUROC,0.8836653386454184, DUD-AD,SimilaritySearch_Max,fabp4,BEDROC,0.744484575319083, DUD-AD,SimilaritySearch_Max,fabp4,Enrichment factor 1%,70.82517482517483, DUD-AD,SimilaritySearch_Max,fabp4,Enrichment factor 5%,14.386363636363637, DUD-AD,SimilaritySearch_Max,fabp4,RIE,13.667752530787817, DUD-AD,SimilaritySearch_Max,fabp4,AUPRC,0.732421774976091, DUD-AD,LightGBM_Ranker,fabp4,AUROC,0.8931546541108294, DUD-AD,LightGBM_Ranker,fabp4,BEDROC,0.61764087430289, DUD-AD,LightGBM_Ranker,fabp4,Enrichment factor 1%,44.26573426573427, DUD-AD,LightGBM_Ranker,fabp4,Enrichment factor 5%,12.588068181818182, DUD-AD,LightGBM_Ranker,fabp4,RIE,11.339069885986472, DUD-AD,LightGBM_Ranker,fabp4,AUPRC,0.5174303868640191, DUD-AD,LightGBM_Ranker,fabp4,accuracy,0.5071090047393365, DUD-AD,LightGBM_Ranker,fabp4,F1 score,0.031055900621118012, DUD-AD,LightGBM_Ranker,fabp4,recall,0.9090909090909091, DUD-AD,LightGBM_Ranker,fabp4,precision,0.01579778830963665, DUD-AD,LightGBM_Ranker,fabp4,MCC,0.07659921235609927, DUD-AD,RandomForest,fak1,AUROC,0.833201581027668, DUD-AD,RandomForest,fak1,BEDROC,0.5880522325213348, DUD-AD,RandomForest,fak1,Enrichment factor 1%,45.37278106508875, DUD-AD,RandomForest,fak1,Enrichment factor 5%,12.288461538461538, DUD-AD,RandomForest,fak1,RIE,10.641860002394196, DUD-AD,RandomForest,fak1,AUPRC,0.48391241688462155, DUD-AD,RandomForest,fak1,accuracy,0.9937402190923318, DUD-AD,RandomForest,fak1,F1 score,0.5555555555555556, DUD-AD,RandomForest,fak1,recall,0.38461538461538464, DUD-AD,RandomForest,fak1,precision,1.0, DUD-AD,RandomForest,fak1,MCC,0.6182219020223967, DUD-AD,LogisticRegression,fak1,AUROC,0.8214654910307084, DUD-AD,LogisticRegression,fak1,BEDROC,0.5577956259738911, DUD-AD,LogisticRegression,fak1,Enrichment factor 1%,45.37278106508875, DUD-AD,LogisticRegression,fak1,Enrichment factor 5%,10.752403846153847, DUD-AD,LogisticRegression,fak1,RIE,10.094312434618347, DUD-AD,LogisticRegression,fak1,AUPRC,0.4669564794572496, DUD-AD,LogisticRegression,fak1,accuracy,0.9929577464788732, DUD-AD,LogisticRegression,fak1,F1 score,0.5263157894736842, DUD-AD,LogisticRegression,fak1,recall,0.38461538461538464, DUD-AD,LogisticRegression,fak1,precision,0.8333333333333334, DUD-AD,LogisticRegression,fak1,MCC,0.5634181982209109, DUD-AD,SimilaritySearch_Mean,fak1,AUROC,0.7729401033748861, DUD-AD,SimilaritySearch_Mean,fak1,BEDROC,0.43563853956634685, DUD-AD,SimilaritySearch_Mean,fak1,Enrichment factor 1%,37.81065088757396, DUD-AD,SimilaritySearch_Mean,fak1,Enrichment factor 5%,9.216346153846153, DUD-AD,SimilaritySearch_Mean,fak1,RIE,7.883660838770888, DUD-AD,SimilaritySearch_Mean,fak1,AUPRC,0.33441056073563447, DUD-AD,SimilaritySearch_Max,fak1,AUROC,0.79607783520827, DUD-AD,SimilaritySearch_Max,fak1,BEDROC,0.567531110107626, DUD-AD,SimilaritySearch_Max,fak1,Enrichment factor 1%,52.934911242603555, DUD-AD,SimilaritySearch_Max,fak1,Enrichment factor 5%,10.752403846153847, DUD-AD,SimilaritySearch_Max,fak1,RIE,10.27049348288588, DUD-AD,SimilaritySearch_Max,fak1,AUPRC,0.5216595149353519, DUD-AD,LightGBM_Ranker,fak1,AUROC,0.5949528732137428, DUD-AD,LightGBM_Ranker,fak1,BEDROC,0.3381258106905226, DUD-AD,LightGBM_Ranker,fak1,Enrichment factor 1%,30.24852071005917, DUD-AD,LightGBM_Ranker,fak1,Enrichment factor 5%,6.144230769230769, DUD-AD,LightGBM_Ranker,fak1,RIE,6.118993097878629, DUD-AD,LightGBM_Ranker,fak1,AUPRC,0.2409654886694338, DUD-AD,LightGBM_Ranker,fak1,accuracy,0.5023474178403756, DUD-AD,LightGBM_Ranker,fak1,F1 score,0.024539877300613498, DUD-AD,LightGBM_Ranker,fak1,recall,0.6153846153846154, DUD-AD,LightGBM_Ranker,fak1,precision,0.012519561815336464, DUD-AD,LightGBM_Ranker,fak1,MCC,0.0233939908555247, DUD-AD,RandomForest,fgfr1,AUROC,0.8819157392686805, DUD-AD,RandomForest,fgfr1,BEDROC,0.7380474097898541, DUD-AD,RandomForest,fgfr1,Enrichment factor 1%,36.32820512820513, DUD-AD,RandomForest,fgfr1,Enrichment factor 5%,14.531282051282052, DUD-AD,RandomForest,fgfr1,RIE,11.799904143804296, DUD-AD,RandomForest,fgfr1,AUPRC,0.6172356979913144, DUD-AD,RandomForest,fgfr1,accuracy,0.9821428571428571, DUD-AD,RandomForest,fgfr1,F1 score,0.41025641025641024, DUD-AD,RandomForest,fgfr1,recall,0.26666666666666666, DUD-AD,RandomForest,fgfr1,precision,0.8888888888888888, DUD-AD,RandomForest,fgfr1,MCC,0.48141167878943353, DUD-AD,LogisticRegression,fgfr1,AUROC,0.8588765235824058, DUD-AD,LogisticRegression,fgfr1,BEDROC,0.7438022783140872, DUD-AD,LogisticRegression,fgfr1,Enrichment factor 1%,36.32820512820513, DUD-AD,LogisticRegression,fgfr1,Enrichment factor 5%,14.531282051282052, DUD-AD,LogisticRegression,fgfr1,RIE,11.891912998172218, DUD-AD,LogisticRegression,fgfr1,AUPRC,0.6515823800336834, DUD-AD,LogisticRegression,fgfr1,accuracy,0.9836956521739131, DUD-AD,LogisticRegression,fgfr1,F1 score,0.5116279069767442, DUD-AD,LogisticRegression,fgfr1,recall,0.36666666666666664, DUD-AD,LogisticRegression,fgfr1,precision,0.8461538461538461, DUD-AD,LogisticRegression,fgfr1,MCC,0.5508818501648561, DUD-AD,SimilaritySearch_Mean,fgfr1,AUROC,0.838102808691044, DUD-AD,SimilaritySearch_Mean,fgfr1,BEDROC,0.4995601365692446, DUD-AD,SimilaritySearch_Mean,fgfr1,Enrichment factor 1%,16.51282051282051, DUD-AD,SimilaritySearch_Mean,fgfr1,Enrichment factor 5%,9.247179487179487, DUD-AD,SimilaritySearch_Mean,fgfr1,RIE,7.986968939818521, DUD-AD,SimilaritySearch_Mean,fgfr1,AUPRC,0.3021682545828654, DUD-AD,SimilaritySearch_Max,fgfr1,AUROC,0.8890037095919449, DUD-AD,SimilaritySearch_Max,fgfr1,BEDROC,0.736882605759067, DUD-AD,SimilaritySearch_Max,fgfr1,Enrichment factor 1%,23.117948717948718, DUD-AD,SimilaritySearch_Max,fgfr1,Enrichment factor 5%,15.191794871794873, DUD-AD,SimilaritySearch_Max,fgfr1,RIE,11.781281253640158, DUD-AD,SimilaritySearch_Max,fgfr1,AUPRC,0.4912556029704468, DUD-AD,LightGBM_Ranker,fgfr1,AUROC,0.8544780074191839, DUD-AD,LightGBM_Ranker,fgfr1,BEDROC,0.44454510342937115, DUD-AD,LightGBM_Ranker,fgfr1,Enrichment factor 1%,23.117948717948718, DUD-AD,LightGBM_Ranker,fgfr1,Enrichment factor 5%,8.586666666666668, DUD-AD,LightGBM_Ranker,fgfr1,RIE,7.107388433174782, DUD-AD,LightGBM_Ranker,fgfr1,AUPRC,0.3102473974983384, DUD-AD,LightGBM_Ranker,fgfr1,accuracy,0.5217391304347826, DUD-AD,LightGBM_Ranker,fgfr1,F1 score,0.08605341246290801, DUD-AD,LightGBM_Ranker,fgfr1,recall,0.9666666666666667, DUD-AD,LightGBM_Ranker,fgfr1,precision,0.04503105590062112, DUD-AD,LightGBM_Ranker,fgfr1,MCC,0.14413089499257942, DUD-AD,RandomForest,gcr,AUROC,0.9845242756460454, DUD-AD,RandomForest,gcr,BEDROC,0.8849650697999797, DUD-AD,RandomForest,gcr,Enrichment factor 1%,28.22142857142857, DUD-AD,RandomForest,gcr,Enrichment factor 5%,17.95909090909091, DUD-AD,RandomForest,gcr,RIE,13.265039438565335, DUD-AD,RandomForest,gcr,AUPRC,0.7996201488508481, DUD-AD,RandomForest,gcr,accuracy,0.9810174639331815, DUD-AD,RandomForest,gcr,F1 score,0.5901639344262295, DUD-AD,RandomForest,gcr,recall,0.45, DUD-AD,RandomForest,gcr,precision,0.8571428571428571, DUD-AD,RandomForest,gcr,MCC,0.6132712516604529, DUD-AD,LogisticRegression,gcr,AUROC,0.9761942051683633, DUD-AD,LogisticRegression,gcr,BEDROC,0.926430451792856, DUD-AD,LogisticRegression,gcr,Enrichment factor 1%,32.925, DUD-AD,LogisticRegression,gcr,Enrichment factor 5%,18.956818181818182, DUD-AD,LogisticRegression,gcr,RIE,13.886578009848465, DUD-AD,LogisticRegression,gcr,AUPRC,0.8649857048918287, DUD-AD,LogisticRegression,gcr,accuracy,0.9840546697038725, DUD-AD,LogisticRegression,gcr,F1 score,0.6865671641791045, DUD-AD,LogisticRegression,gcr,recall,0.575, DUD-AD,LogisticRegression,gcr,precision,0.8518518518518519, DUD-AD,LogisticRegression,gcr,MCC,0.6925390122652113, DUD-AD,SimilaritySearch_Mean,gcr,AUROC,0.8729444009397024, DUD-AD,SimilaritySearch_Mean,gcr,BEDROC,0.6625525266476331, DUD-AD,SimilaritySearch_Mean,gcr,Enrichment factor 1%,28.22142857142857, DUD-AD,SimilaritySearch_Mean,gcr,Enrichment factor 5%,11.972727272727273, DUD-AD,SimilaritySearch_Mean,gcr,RIE,9.931222947254437, DUD-AD,SimilaritySearch_Mean,gcr,AUPRC,0.5368840939529178, DUD-AD,SimilaritySearch_Max,gcr,AUROC,0.9371867658574784, DUD-AD,SimilaritySearch_Max,gcr,BEDROC,0.842182587736028, DUD-AD,SimilaritySearch_Max,gcr,Enrichment factor 1%,21.166071428571428, DUD-AD,SimilaritySearch_Max,gcr,Enrichment factor 5%,17.95909090909091, DUD-AD,SimilaritySearch_Max,gcr,RIE,12.623758410874744, DUD-AD,SimilaritySearch_Max,gcr,AUPRC,0.6359191586244235, DUD-AD,LightGBM_Ranker,gcr,AUROC,0.7768794048551293, DUD-AD,LightGBM_Ranker,gcr,BEDROC,0.2898357107192264, DUD-AD,LightGBM_Ranker,gcr,Enrichment factor 1%,14.110714285714286, DUD-AD,LightGBM_Ranker,gcr,Enrichment factor 5%,3.4920454545454547, DUD-AD,LightGBM_Ranker,gcr,RIE,4.344445106762392, DUD-AD,LightGBM_Ranker,gcr,AUPRC,0.1822063461947999, DUD-AD,LightGBM_Ranker,gcr,accuracy,0.527714502657555, DUD-AD,LightGBM_Ranker,gcr,F1 score,0.10888252148997135, DUD-AD,LightGBM_Ranker,gcr,recall,0.95, DUD-AD,LightGBM_Ranker,gcr,precision,0.057750759878419454, DUD-AD,LightGBM_Ranker,gcr,MCC,0.15942022864291988, DUD-AD,RandomForest,gria2,AUROC,0.9795047619047619, DUD-AD,RandomForest,gria2,BEDROC,0.881701062614483, DUD-AD,RandomForest,gria2,Enrichment factor 1%,28.395604395604394, DUD-AD,RandomForest,gria2,Enrichment factor 5%,16.564102564102566, DUD-AD,RandomForest,gria2,RIE,12.965650486699722, DUD-AD,RandomForest,gria2,AUPRC,0.8040683113875068, DUD-AD,RandomForest,gria2,accuracy,0.9736842105263158, DUD-AD,RandomForest,gria2,F1 score,0.34615384615384615, DUD-AD,RandomForest,gria2,recall,0.21428571428571427, DUD-AD,RandomForest,gria2,precision,0.9, DUD-AD,RandomForest,gria2,MCC,0.43202060223760697, DUD-AD,LogisticRegression,gria2,AUROC,0.9743619047619048, DUD-AD,LogisticRegression,gria2,BEDROC,0.9002006689941381, DUD-AD,LogisticRegression,gria2,Enrichment factor 1%,28.395604395604394, DUD-AD,LogisticRegression,gria2,Enrichment factor 5%,17.983882783882784, DUD-AD,LogisticRegression,gria2,RIE,13.237692156553939, DUD-AD,LogisticRegression,gria2,AUPRC,0.8264139450803926, DUD-AD,LogisticRegression,gria2,accuracy,0.9775541795665634, DUD-AD,LogisticRegression,gria2,F1 score,0.49122807017543857, DUD-AD,LogisticRegression,gria2,recall,0.3333333333333333, DUD-AD,LogisticRegression,gria2,precision,0.9333333333333333, DUD-AD,LogisticRegression,gria2,MCC,0.5505208342084701, DUD-AD,SimilaritySearch_Mean,gria2,AUROC,0.688152380952381, DUD-AD,SimilaritySearch_Mean,gria2,BEDROC,0.5098309377314517, DUD-AD,SimilaritySearch_Mean,gria2,Enrichment factor 1%,21.296703296703296, DUD-AD,SimilaritySearch_Mean,gria2,Enrichment factor 5%,9.465201465201465, DUD-AD,SimilaritySearch_Mean,gria2,RIE,7.497200636148806, DUD-AD,SimilaritySearch_Mean,gria2,AUPRC,0.3253941655869345, DUD-AD,SimilaritySearch_Max,gria2,AUROC,0.9253428571428571, DUD-AD,SimilaritySearch_Max,gria2,BEDROC,0.7937596314992427, DUD-AD,SimilaritySearch_Max,gria2,Enrichment factor 1%,28.395604395604394, DUD-AD,SimilaritySearch_Max,gria2,Enrichment factor 5%,15.144322344322344, DUD-AD,SimilaritySearch_Max,gria2,RIE,11.67244817314836, DUD-AD,SimilaritySearch_Max,gria2,AUPRC,0.6826817437803541, DUD-AD,LightGBM_Ranker,gria2,AUROC,0.7191238095238095, DUD-AD,LightGBM_Ranker,gria2,BEDROC,0.4357982867043436, DUD-AD,LightGBM_Ranker,gria2,Enrichment factor 1%,18.93040293040293, DUD-AD,LightGBM_Ranker,gria2,Enrichment factor 5%,7.572161172161172, DUD-AD,LightGBM_Ranker,gria2,RIE,6.408530661456922, DUD-AD,LightGBM_Ranker,gria2,AUPRC,0.2924995401874205, DUD-AD,LightGBM_Ranker,gria2,accuracy,0.5108359133126935, DUD-AD,LightGBM_Ranker,gria2,F1 score,0.08139534883720931, DUD-AD,LightGBM_Ranker,gria2,recall,0.6666666666666666, DUD-AD,LightGBM_Ranker,gria2,precision,0.043343653250773995, DUD-AD,LightGBM_Ranker,gria2,MCC,0.06110100926607786, DUD-AD,RandomForest,hdac8,AUROC,0.9358644223924966, DUD-AD,RandomForest,hdac8,BEDROC,0.9032779102423102, DUD-AD,RandomForest,hdac8,Enrichment factor 1%,31.457489878542514, DUD-AD,RandomForest,hdac8,Enrichment factor 5%,18.350202429149796, DUD-AD,RandomForest,hdac8,RIE,13.665587578488855, DUD-AD,RandomForest,hdac8,AUPRC,0.8007355900997223, DUD-AD,RandomForest,hdac8,accuracy,0.9837837837837838, DUD-AD,RandomForest,hdac8,F1 score,0.6440677966101694, DUD-AD,RandomForest,hdac8,recall,0.5, DUD-AD,RandomForest,hdac8,precision,0.9047619047619048, DUD-AD,RandomForest,hdac8,MCC,0.6659641844275681, DUD-AD,LogisticRegression,hdac8,AUROC,0.9658543734036764, DUD-AD,LogisticRegression,hdac8,BEDROC,0.8957908648665205, DUD-AD,LogisticRegression,hdac8,Enrichment factor 1%,31.457489878542514, DUD-AD,LogisticRegression,hdac8,Enrichment factor 5%,17.82591093117409, DUD-AD,LogisticRegression,hdac8,RIE,13.552316930876463, DUD-AD,LogisticRegression,hdac8,AUPRC,0.8340944273555407, DUD-AD,LogisticRegression,hdac8,accuracy,0.9806949806949807, DUD-AD,LogisticRegression,hdac8,F1 score,0.5283018867924528, DUD-AD,LogisticRegression,hdac8,recall,0.3684210526315789, DUD-AD,LogisticRegression,hdac8,precision,0.9333333333333333, DUD-AD,LogisticRegression,hdac8,MCC,0.5798483959065005, DUD-AD,SimilaritySearch_Mean,hdac8,AUROC,0.8864045555415987, DUD-AD,SimilaritySearch_Mean,hdac8,BEDROC,0.7876409734143316, DUD-AD,SimilaritySearch_Mean,hdac8,Enrichment factor 1%,26.214574898785425, DUD-AD,SimilaritySearch_Mean,hdac8,Enrichment factor 5%,16.253036437246966, DUD-AD,SimilaritySearch_Mean,hdac8,RIE,11.916129672867848, DUD-AD,SimilaritySearch_Mean,hdac8,AUPRC,0.6566495239894113, DUD-AD,SimilaritySearch_Max,hdac8,AUROC,0.903749528953649, DUD-AD,SimilaritySearch_Max,hdac8,BEDROC,0.8518116407686452, DUD-AD,SimilaritySearch_Max,hdac8,Enrichment factor 1%,28.836032388663966, DUD-AD,SimilaritySearch_Max,hdac8,Enrichment factor 5%,17.30161943319838, DUD-AD,SimilaritySearch_Max,hdac8,RIE,12.886960312207453, DUD-AD,SimilaritySearch_Max,hdac8,AUPRC,0.690880816230081, DUD-AD,LightGBM_Ranker,hdac8,AUROC,0.9380940417870451, DUD-AD,LightGBM_Ranker,hdac8,BEDROC,0.8490033340592408, DUD-AD,LightGBM_Ranker,hdac8,Enrichment factor 1%,28.836032388663966, DUD-AD,LightGBM_Ranker,hdac8,Enrichment factor 5%,17.30161943319838, DUD-AD,LightGBM_Ranker,hdac8,RIE,12.844473763281613, DUD-AD,LightGBM_Ranker,hdac8,AUPRC,0.7057662156492591, DUD-AD,LightGBM_Ranker,hdac8,accuracy,0.5266409266409267, DUD-AD,LightGBM_Ranker,hdac8,F1 score,0.10510948905109489, DUD-AD,LightGBM_Ranker,hdac8,recall,0.9473684210526315, DUD-AD,LightGBM_Ranker,hdac8,precision,0.05564142194744977, DUD-AD,LightGBM_Ranker,hdac8,MCC,0.15570202636418612, DUD-AD,RandomForest,hivrt,AUROC,0.9444091954022988, DUD-AD,RandomForest,hivrt,BEDROC,0.890421912409737, DUD-AD,RandomForest,hivrt,Enrichment factor 1%,15.367816091954023, DUD-AD,RandomForest,hivrt,Enrichment factor 5%,13.762223365928977, DUD-AD,RandomForest,hivrt,RIE,9.959854608501741, DUD-AD,RandomForest,hivrt,AUPRC,0.836633420318085, DUD-AD,RandomForest,hivrt,accuracy,0.9596110695587136, DUD-AD,RandomForest,hivrt,F1 score,0.55, DUD-AD,RandomForest,hivrt,recall,0.3793103448275862, DUD-AD,RandomForest,hivrt,precision,1.0, DUD-AD,RandomForest,hivrt,MCC,0.6029947826047334, DUD-AD,LogisticRegression,hivrt,AUROC,0.9452413793103448, DUD-AD,LogisticRegression,hivrt,BEDROC,0.8737104386019282, DUD-AD,LogisticRegression,hivrt,Enrichment factor 1%,15.367816091954023, DUD-AD,LogisticRegression,hivrt,Enrichment factor 5%,13.303482587064677, DUD-AD,LogisticRegression,hivrt,RIE,9.772927663326527, DUD-AD,LogisticRegression,hivrt,AUPRC,0.8157638916169939, DUD-AD,LogisticRegression,hivrt,accuracy,0.9700822737471952, DUD-AD,LogisticRegression,hivrt,F1 score,0.7142857142857143, DUD-AD,LogisticRegression,hivrt,recall,0.5747126436781609, DUD-AD,LogisticRegression,hivrt,precision,0.9433962264150944, DUD-AD,LogisticRegression,hivrt,MCC,0.7234816605342848, DUD-AD,SimilaritySearch_Mean,hivrt,AUROC,0.626455172413793, DUD-AD,SimilaritySearch_Mean,hivrt,BEDROC,0.349204377797473, DUD-AD,SimilaritySearch_Mean,hivrt,Enrichment factor 1%,10.977011494252874, DUD-AD,SimilaritySearch_Mean,hivrt,Enrichment factor 5%,4.3580373992108425, DUD-AD,SimilaritySearch_Mean,hivrt,RIE,3.906041426982201, DUD-AD,SimilaritySearch_Mean,hivrt,AUPRC,0.24617347661953987, DUD-AD,SimilaritySearch_Max,hivrt,AUROC,0.918312643678161, DUD-AD,SimilaritySearch_Max,hivrt,BEDROC,0.8988603444282243, DUD-AD,SimilaritySearch_Max,hivrt,Enrichment factor 1%,15.367816091954023, DUD-AD,SimilaritySearch_Max,hivrt,Enrichment factor 5%,14.220964144793275, DUD-AD,SimilaritySearch_Max,hivrt,RIE,10.054243071029056, DUD-AD,SimilaritySearch_Max,hivrt,AUPRC,0.8423261734486601, DUD-AD,LightGBM_Ranker,hivrt,AUROC,0.6946528735632184, DUD-AD,LightGBM_Ranker,hivrt,BEDROC,0.42633959973787033, DUD-AD,LightGBM_Ranker,hivrt,Enrichment factor 1%,10.977011494252874, DUD-AD,LightGBM_Ranker,hivrt,Enrichment factor 5%,5.73425973580374, DUD-AD,LightGBM_Ranker,hivrt,RIE,4.768840936382337, DUD-AD,LightGBM_Ranker,hivrt,AUPRC,0.3024635640570889, DUD-AD,LightGBM_Ranker,hivrt,accuracy,0.5265519820493643, DUD-AD,LightGBM_Ranker,hivrt,F1 score,0.16158940397350993, DUD-AD,LightGBM_Ranker,hivrt,recall,0.7011494252873564, DUD-AD,LightGBM_Ranker,hivrt,precision,0.09131736526946108, DUD-AD,LightGBM_Ranker,hivrt,MCC,0.10633107679960416, DUD-AD,RandomForest,igf1r,AUROC,0.8912792112950342, DUD-AD,RandomForest,igf1r,BEDROC,0.6985205906990953, DUD-AD,RandomForest,igf1r,Enrichment factor 1%,41.98224852071006, DUD-AD,RandomForest,igf1r,Enrichment factor 5%,12.976331360946745, DUD-AD,RandomForest,igf1r,RIE,11.497763628579428, DUD-AD,RandomForest,igf1r,AUPRC,0.6020535574241379, DUD-AD,RandomForest,igf1r,accuracy,0.986046511627907, DUD-AD,RandomForest,igf1r,F1 score,0.47058823529411764, DUD-AD,RandomForest,igf1r,recall,0.3076923076923077, DUD-AD,RandomForest,igf1r,precision,1.0, DUD-AD,RandomForest,igf1r,MCC,0.550792279253618, DUD-AD,LogisticRegression,igf1r,AUROC,0.8629199123661149, DUD-AD,LogisticRegression,igf1r,BEDROC,0.6415558835451886, DUD-AD,LogisticRegression,igf1r,Enrichment factor 1%,38.16568047337278, DUD-AD,LogisticRegression,igf1r,Enrichment factor 5%,12.21301775147929, DUD-AD,LogisticRegression,igf1r,RIE,10.560115198660917, DUD-AD,LogisticRegression,igf1r,AUPRC,0.5286321442622172, DUD-AD,LogisticRegression,igf1r,accuracy,0.9875968992248062, DUD-AD,LogisticRegression,igf1r,F1 score,0.5555555555555556, DUD-AD,LogisticRegression,igf1r,recall,0.38461538461538464, DUD-AD,LogisticRegression,igf1r,precision,1.0, DUD-AD,LogisticRegression,igf1r,MCC,0.6162853984216179, DUD-AD,SimilaritySearch_Mean,igf1r,AUROC,0.7479612950340798, DUD-AD,SimilaritySearch_Mean,igf1r,BEDROC,0.4864935626155618, DUD-AD,SimilaritySearch_Mean,igf1r,Enrichment factor 1%,30.532544378698223, DUD-AD,SimilaritySearch_Mean,igf1r,Enrichment factor 5%,9.923076923076923, DUD-AD,SimilaritySearch_Mean,igf1r,RIE,8.007763944289318, DUD-AD,SimilaritySearch_Mean,igf1r,AUPRC,0.35444917161046496, DUD-AD,SimilaritySearch_Max,igf1r,AUROC,0.8864106621226875, DUD-AD,SimilaritySearch_Max,igf1r,BEDROC,0.7077261481291012, DUD-AD,SimilaritySearch_Max,igf1r,Enrichment factor 1%,38.16568047337278, DUD-AD,SimilaritySearch_Max,igf1r,Enrichment factor 5%,13.7396449704142, DUD-AD,SimilaritySearch_Max,igf1r,RIE,11.649288614873992, DUD-AD,SimilaritySearch_Max,igf1r,AUPRC,0.5821282426216432, DUD-AD,LightGBM_Ranker,igf1r,AUROC,0.718567429406037, DUD-AD,LightGBM_Ranker,igf1r,BEDROC,0.2796716241468034, DUD-AD,LightGBM_Ranker,igf1r,Enrichment factor 1%,19.08284023668639, DUD-AD,LightGBM_Ranker,igf1r,Enrichment factor 5%,4.579881656804734, DUD-AD,LightGBM_Ranker,igf1r,RIE,4.603440889419821, DUD-AD,LightGBM_Ranker,igf1r,AUPRC,0.18166679309886924, DUD-AD,LightGBM_Ranker,igf1r,accuracy,0.5108527131782946, DUD-AD,LightGBM_Ranker,igf1r,F1 score,0.05961251862891207, DUD-AD,LightGBM_Ranker,igf1r,recall,0.7692307692307693, DUD-AD,LightGBM_Ranker,igf1r,precision,0.031007751937984496, DUD-AD,LightGBM_Ranker,igf1r,MCC,0.07722676178712037, DUD-AD,RandomForest,jak2,AUROC,0.8677393527725406, DUD-AD,RandomForest,jak2,BEDROC,0.7169881498237666, DUD-AD,RandomForest,jak2,Enrichment factor 1%,38.11414392059553, DUD-AD,RandomForest,jak2,Enrichment factor 5%,13.548387096774194, DUD-AD,RandomForest,jak2,RIE,11.365762717337185, DUD-AD,RandomForest,jak2,AUPRC,0.612907018312305, DUD-AD,RandomForest,jak2,accuracy,0.98125, DUD-AD,RandomForest,jak2,F1 score,0.4, DUD-AD,RandomForest,jak2,recall,0.25806451612903225, DUD-AD,RandomForest,jak2,precision,0.8888888888888888, DUD-AD,RandomForest,jak2,MCC,0.4733112682934138, DUD-AD,LogisticRegression,jak2,AUROC,0.8918618765980526, DUD-AD,LogisticRegression,jak2,BEDROC,0.7238841094089339, DUD-AD,LogisticRegression,jak2,Enrichment factor 1%,41.29032258064516, DUD-AD,LogisticRegression,jak2,Enrichment factor 5%,12.903225806451612, DUD-AD,LogisticRegression,jak2,RIE,11.475078108403133, DUD-AD,LogisticRegression,jak2,AUPRC,0.659514210527532, DUD-AD,LogisticRegression,jak2,accuracy,0.98828125, DUD-AD,LogisticRegression,jak2,F1 score,0.6938775510204082, DUD-AD,LogisticRegression,jak2,recall,0.5483870967741935, DUD-AD,LogisticRegression,jak2,precision,0.9444444444444444, DUD-AD,LogisticRegression,jak2,MCC,0.7149058223397059, DUD-AD,SimilaritySearch_Mean,jak2,AUROC,0.7718949353030812, DUD-AD,SimilaritySearch_Mean,jak2,BEDROC,0.44784381679112867, DUD-AD,SimilaritySearch_Mean,jak2,Enrichment factor 1%,22.233250620347395, DUD-AD,SimilaritySearch_Mean,jak2,Enrichment factor 5%,7.741935483870968, DUD-AD,SimilaritySearch_Mean,jak2,RIE,7.099261782220046, DUD-AD,SimilaritySearch_Mean,jak2,AUPRC,0.3051533224162761, DUD-AD,SimilaritySearch_Max,jak2,AUROC,0.8671195020532554, DUD-AD,SimilaritySearch_Max,jak2,BEDROC,0.7156165009723097, DUD-AD,SimilaritySearch_Max,jak2,Enrichment factor 1%,34.93796526054591, DUD-AD,SimilaritySearch_Max,jak2,Enrichment factor 5%,13.548387096774194, DUD-AD,SimilaritySearch_Max,jak2,RIE,11.344019212499267, DUD-AD,SimilaritySearch_Max,jak2,AUPRC,0.5671712695278615, DUD-AD,LightGBM_Ranker,jak2,AUROC,0.7805211911464656, DUD-AD,LightGBM_Ranker,jak2,BEDROC,0.4619519739280825, DUD-AD,LightGBM_Ranker,jak2,Enrichment factor 1%,22.233250620347395, DUD-AD,LightGBM_Ranker,jak2,Enrichment factor 5%,9.03225806451613, DUD-AD,LightGBM_Ranker,jak2,RIE,7.322905597935437, DUD-AD,LightGBM_Ranker,jak2,AUPRC,0.32765485493624436, DUD-AD,LightGBM_Ranker,jak2,accuracy,0.51484375, DUD-AD,LightGBM_Ranker,jak2,F1 score,0.07451564828614009, DUD-AD,LightGBM_Ranker,jak2,recall,0.8064516129032258, DUD-AD,LightGBM_Ranker,jak2,precision,0.0390625, DUD-AD,LightGBM_Ranker,jak2,MCC,0.09655872773903004, DUD-AD,RandomForest,kit,AUROC,0.8692984819904788, DUD-AD,RandomForest,kit,BEDROC,0.6703158061027911, DUD-AD,RandomForest,kit,Enrichment factor 1%,21.914529914529915, DUD-AD,RandomForest,kit,Enrichment factor 5%,12.71042735042735, DUD-AD,RandomForest,kit,RIE,9.632698165877763, DUD-AD,RandomForest,kit,AUPRC,0.5252335365239756, DUD-AD,RandomForest,kit,accuracy,0.9711388455538221, DUD-AD,RandomForest,kit,F1 score,0.3508771929824561, DUD-AD,RandomForest,kit,recall,0.2222222222222222, DUD-AD,RandomForest,kit,precision,0.8333333333333334, DUD-AD,RandomForest,kit,MCC,0.4216137603018046, DUD-AD,LogisticRegression,kit,AUROC,0.8876313662085691, DUD-AD,LogisticRegression,kit,BEDROC,0.6565011969430297, DUD-AD,LogisticRegression,kit,Enrichment factor 1%,24.105982905982906, DUD-AD,LogisticRegression,kit,Enrichment factor 5%,12.272136752136753, DUD-AD,LogisticRegression,kit,RIE,9.434176874453106, DUD-AD,LogisticRegression,kit,AUPRC,0.5310444456727815, DUD-AD,LogisticRegression,kit,accuracy,0.9719188767550702, DUD-AD,LogisticRegression,kit,F1 score,0.4, DUD-AD,LogisticRegression,kit,recall,0.26666666666666666, DUD-AD,LogisticRegression,kit,precision,0.8, DUD-AD,LogisticRegression,kit,MCC,0.45222868289953644, DUD-AD,SimilaritySearch_Mean,kit,AUROC,0.8089104464205515, DUD-AD,SimilaritySearch_Mean,kit,BEDROC,0.46931571517078763, DUD-AD,SimilaritySearch_Mean,kit,Enrichment factor 1%,17.53162393162393, DUD-AD,SimilaritySearch_Mean,kit,Enrichment factor 5%,8.327521367521367, DUD-AD,SimilaritySearch_Mean,kit,RIE,6.744248904169956, DUD-AD,SimilaritySearch_Mean,kit,AUPRC,0.297197843156369, DUD-AD,SimilaritySearch_Max,kit,AUROC,0.8170753615377705, DUD-AD,SimilaritySearch_Max,kit,BEDROC,0.5835615704528071, DUD-AD,SimilaritySearch_Max,kit,Enrichment factor 1%,15.340170940170939, DUD-AD,SimilaritySearch_Max,kit,Enrichment factor 5%,11.395555555555555, DUD-AD,SimilaritySearch_Max,kit,RIE,8.386006153196076, DUD-AD,SimilaritySearch_Max,kit,AUPRC,0.3545264407566941, DUD-AD,LightGBM_Ranker,kit,AUROC,0.7756399892212342, DUD-AD,LightGBM_Ranker,kit,BEDROC,0.3911178934598385, DUD-AD,LightGBM_Ranker,kit,Enrichment factor 1%,13.14871794871795, DUD-AD,LightGBM_Ranker,kit,Enrichment factor 5%,5.697777777777778, DUD-AD,LightGBM_Ranker,kit,RIE,5.620515878275157, DUD-AD,LightGBM_Ranker,kit,AUPRC,0.25617350202120476, DUD-AD,LightGBM_Ranker,kit,accuracy,0.5210608424336973, DUD-AD,LightGBM_Ranker,kit,F1 score,0.10495626822157435, DUD-AD,LightGBM_Ranker,kit,recall,0.8, DUD-AD,LightGBM_Ranker,kit,precision,0.056162246489859596, DUD-AD,LightGBM_Ranker,kit,MCC,0.11443863196073457, DUD-AD,RandomForest,kpcb,AUROC,0.9419465562237604, DUD-AD,RandomForest,kpcb,BEDROC,0.8306718795855432, DUD-AD,RandomForest,kpcb,Enrichment factor 1%,45.964285714285715, DUD-AD,RandomForest,kpcb,Enrichment factor 5%,15.557142857142859, DUD-AD,RandomForest,kpcb,RIE,13.470848479195286, DUD-AD,RandomForest,kpcb,AUPRC,0.7692992871568783, DUD-AD,RandomForest,kpcb,accuracy,0.9883449883449883, DUD-AD,RandomForest,kpcb,F1 score,0.6341463414634146, DUD-AD,RandomForest,kpcb,recall,0.4642857142857143, DUD-AD,RandomForest,kpcb,precision,1.0, DUD-AD,RandomForest,kpcb,MCC,0.677361972642772, DUD-AD,LogisticRegression,kpcb,AUROC,0.9302167252921819, DUD-AD,LogisticRegression,kpcb,BEDROC,0.7951048830206705, DUD-AD,LogisticRegression,kpcb,Enrichment factor 1%,45.964285714285715, DUD-AD,LogisticRegression,kpcb,Enrichment factor 5%,14.85, DUD-AD,LogisticRegression,kpcb,RIE,12.894065237191743, DUD-AD,LogisticRegression,kpcb,AUPRC,0.7296165244824324, DUD-AD,LogisticRegression,kpcb,accuracy,0.9906759906759907, DUD-AD,LogisticRegression,kpcb,F1 score,0.7272727272727273, DUD-AD,LogisticRegression,kpcb,recall,0.5714285714285714, DUD-AD,LogisticRegression,kpcb,precision,1.0, DUD-AD,LogisticRegression,kpcb,MCC,0.7523519750996384, DUD-AD,SimilaritySearch_Mean,kpcb,AUROC,0.7246681039373652, DUD-AD,SimilaritySearch_Mean,kpcb,BEDROC,0.5807779753339826, DUD-AD,SimilaritySearch_Mean,kpcb,Enrichment factor 1%,45.964285714285715, DUD-AD,SimilaritySearch_Mean,kpcb,Enrichment factor 5%,10.607142857142858, DUD-AD,SimilaritySearch_Mean,kpcb,RIE,9.418366398279554, DUD-AD,SimilaritySearch_Mean,kpcb,AUPRC,0.5099978859632016, DUD-AD,SimilaritySearch_Max,kpcb,AUROC,0.8745461250425508, DUD-AD,SimilaritySearch_Max,kpcb,BEDROC,0.7775416700594586, DUD-AD,SimilaritySearch_Max,kpcb,Enrichment factor 1%,42.42857142857143, DUD-AD,SimilaritySearch_Max,kpcb,Enrichment factor 5%,14.85, DUD-AD,SimilaritySearch_Max,kpcb,RIE,12.609245941491881, DUD-AD,SimilaritySearch_Max,kpcb,AUPRC,0.6854152086415404, DUD-AD,LightGBM_Ranker,kpcb,AUROC,0.8009758311585157, DUD-AD,LightGBM_Ranker,kpcb,BEDROC,0.5458176466324266, DUD-AD,LightGBM_Ranker,kpcb,Enrichment factor 1%,38.892857142857146, DUD-AD,LightGBM_Ranker,kpcb,Enrichment factor 5%,9.9, DUD-AD,LightGBM_Ranker,kpcb,RIE,8.851421374028948, DUD-AD,LightGBM_Ranker,kpcb,AUPRC,0.4593999873731932, DUD-AD,LightGBM_Ranker,kpcb,accuracy,0.515928515928516, DUD-AD,LightGBM_Ranker,kpcb,F1 score,0.07153502235469449, DUD-AD,LightGBM_Ranker,kpcb,recall,0.8571428571428571, DUD-AD,LightGBM_Ranker,kpcb,precision,0.03732503888024884, DUD-AD,LightGBM_Ranker,kpcb,MCC,0.10663761302702844, DUD-AD,RandomForest,lck,AUROC,0.892286299620946, DUD-AD,RandomForest,lck,BEDROC,0.802749754896403, DUD-AD,RandomForest,lck,Enrichment factor 1%,15.962025316455696, DUD-AD,RandomForest,lck,Enrichment factor 5%,12.134028294862249, DUD-AD,RandomForest,lck,RIE,9.48832789736357, DUD-AD,RandomForest,lck,AUPRC,0.714002422129122, DUD-AD,RandomForest,lck,accuracy,0.959499263622975, DUD-AD,RandomForest,lck,F1 score,0.47619047619047616, DUD-AD,RandomForest,lck,recall,0.31645569620253167, DUD-AD,RandomForest,lck,precision,0.9615384615384616, DUD-AD,RandomForest,lck,MCC,0.5391984292379496, DUD-AD,LogisticRegression,lck,AUROC,0.8949238427964886, DUD-AD,LogisticRegression,lck,BEDROC,0.7775444853518102, DUD-AD,LogisticRegression,lck,Enrichment factor 1%,15.962025316455696, DUD-AD,LogisticRegression,lck,Enrichment factor 5%,12.639612807148175, DUD-AD,LogisticRegression,lck,RIE,9.19040708361538, DUD-AD,LogisticRegression,lck,AUPRC,0.6734888658227686, DUD-AD,LogisticRegression,lck,accuracy,0.9624447717231223, DUD-AD,LogisticRegression,lck,F1 score,0.592, DUD-AD,LogisticRegression,lck,recall,0.46835443037974683, DUD-AD,LogisticRegression,lck,precision,0.8043478260869565, DUD-AD,LogisticRegression,lck,MCC,0.596902072130719, DUD-AD,SimilaritySearch_Mean,lck,AUROC,0.7603151196049129, DUD-AD,SimilaritySearch_Mean,lck,BEDROC,0.48458136191589296, DUD-AD,SimilaritySearch_Mean,lck,Enrichment factor 1%,13.50632911392405, DUD-AD,SimilaritySearch_Mean,lck,Enrichment factor 5%,6.319806403574088, DUD-AD,SimilaritySearch_Mean,lck,RIE,5.72764656927827, DUD-AD,SimilaritySearch_Mean,lck,AUPRC,0.36202294210456304, DUD-AD,SimilaritySearch_Max,lck,AUROC,0.8801031264536179, DUD-AD,SimilaritySearch_Max,lck,BEDROC,0.6785874997574173, DUD-AD,SimilaritySearch_Max,lck,Enrichment factor 1%,6.139240506329114, DUD-AD,SimilaritySearch_Max,lck,Enrichment factor 5%,10.87006701414743, DUD-AD,SimilaritySearch_Max,lck,RIE,8.020756998255594, DUD-AD,SimilaritySearch_Max,lck,AUPRC,0.48346955969736305, DUD-AD,LightGBM_Ranker,lck,AUROC,0.7505418592452568, DUD-AD,LightGBM_Ranker,lck,BEDROC,0.41698167936939434, DUD-AD,LightGBM_Ranker,lck,Enrichment factor 1%,8.594936708860759, DUD-AD,LightGBM_Ranker,lck,Enrichment factor 5%,6.0670141474311245, DUD-AD,LightGBM_Ranker,lck,RIE,4.928632998019217, DUD-AD,LightGBM_Ranker,lck,AUPRC,0.2910220948652689, DUD-AD,LightGBM_Ranker,lck,accuracy,0.5346097201767305, DUD-AD,LightGBM_Ranker,lck,F1 score,0.1662269129287599, DUD-AD,LightGBM_Ranker,lck,recall,0.7974683544303798, DUD-AD,LightGBM_Ranker,lck,precision,0.09278350515463918, DUD-AD,LightGBM_Ranker,lck,MCC,0.14785943422075262, DUD-AD,RandomForest,mapk2,AUROC,0.9962685153615941, DUD-AD,RandomForest,mapk2,BEDROC,0.949245074345166, DUD-AD,RandomForest,mapk2,Enrichment factor 1%,51.494505494505496, DUD-AD,RandomForest,mapk2,Enrichment factor 5%,19.017857142857142, DUD-AD,RandomForest,mapk2,RIE,16.180727129985417, DUD-AD,RandomForest,mapk2,AUPRC,0.8636874422736556, DUD-AD,RandomForest,mapk2,accuracy,0.9882629107981221, DUD-AD,RandomForest,mapk2,F1 score,0.4444444444444444, DUD-AD,RandomForest,mapk2,recall,0.2857142857142857, DUD-AD,RandomForest,mapk2,precision,1.0, DUD-AD,RandomForest,mapk2,MCC,0.5313614715775777, DUD-AD,LogisticRegression,mapk2,AUROC,0.9948478993825056, DUD-AD,LogisticRegression,mapk2,BEDROC,0.9425108142841074, DUD-AD,LogisticRegression,mapk2,Enrichment factor 1%,60.857142857142854, DUD-AD,LogisticRegression,mapk2,Enrichment factor 5%,18.066964285714285, DUD-AD,LogisticRegression,mapk2,RIE,16.06593567403095, DUD-AD,LogisticRegression,mapk2,AUPRC,0.9026951346261082, DUD-AD,LogisticRegression,mapk2,accuracy,0.9921752738654147, DUD-AD,LogisticRegression,mapk2,F1 score,0.6875, DUD-AD,LogisticRegression,mapk2,recall,0.5238095238095238, DUD-AD,LogisticRegression,mapk2,precision,1.0, DUD-AD,LogisticRegression,mapk2,MCC,0.7208850625614924, DUD-AD,SimilaritySearch_Mean,mapk2,AUROC,0.7823616320036366, DUD-AD,SimilaritySearch_Mean,mapk2,BEDROC,0.5397070151075548, DUD-AD,SimilaritySearch_Mean,mapk2,Enrichment factor 1%,37.45054945054945, DUD-AD,SimilaritySearch_Mean,mapk2,Enrichment factor 5%,9.508928571428571, DUD-AD,SimilaritySearch_Mean,mapk2,RIE,9.199786438297522, DUD-AD,SimilaritySearch_Mean,mapk2,AUPRC,0.45446059628452984, DUD-AD,SimilaritySearch_Max,mapk2,AUROC,0.9924991476304126, DUD-AD,SimilaritySearch_Max,mapk2,BEDROC,0.9030635674622861, DUD-AD,SimilaritySearch_Max,mapk2,Enrichment factor 1%,51.494505494505496, DUD-AD,SimilaritySearch_Max,mapk2,Enrichment factor 5%,18.066964285714285, DUD-AD,SimilaritySearch_Max,mapk2,RIE,15.393522245530193, DUD-AD,SimilaritySearch_Max,mapk2,AUPRC,0.7036211840370817, DUD-AD,LightGBM_Ranker,mapk2,AUROC,0.7993711406599235, DUD-AD,LightGBM_Ranker,mapk2,BEDROC,0.5657143952483246, DUD-AD,LightGBM_Ranker,mapk2,Enrichment factor 1%,37.45054945054945, DUD-AD,LightGBM_Ranker,mapk2,Enrichment factor 5%,11.410714285714286, DUD-AD,LightGBM_Ranker,mapk2,RIE,9.643105378292688, DUD-AD,LightGBM_Ranker,mapk2,AUPRC,0.4183309959215815, DUD-AD,LightGBM_Ranker,mapk2,accuracy,0.5101721439749609, DUD-AD,LightGBM_Ranker,mapk2,F1 score,0.051515151515151514, DUD-AD,LightGBM_Ranker,mapk2,recall,0.8095238095238095, DUD-AD,LightGBM_Ranker,mapk2,precision,0.026604068857589983, DUD-AD,LightGBM_Ranker,mapk2,MCC,0.0800140155166101, DUD-AD,RandomForest,mcr,AUROC,0.9982832977431646, DUD-AD,RandomForest,mcr,BEDROC,0.9714987468729824, DUD-AD,RandomForest,mcr,Enrichment factor 1%,61.991902834008094, DUD-AD,RandomForest,mcr,Enrichment factor 5%,19.9375, DUD-AD,RandomForest,mcr,RIE,16.803828859628403, DUD-AD,RandomForest,mcr,AUPRC,0.9055669447979455, DUD-AD,RandomForest,mcr,accuracy,0.9898119122257053, DUD-AD,RandomForest,mcr,F1 score,0.48, DUD-AD,RandomForest,mcr,recall,0.3157894736842105, DUD-AD,RandomForest,mcr,precision,1.0, DUD-AD,RandomForest,mcr,MCC,0.5590679592041586, DUD-AD,LogisticRegression,mcr,AUROC,0.9980320730226521, DUD-AD,LogisticRegression,mcr,BEDROC,0.9690342416881579, DUD-AD,LogisticRegression,mcr,Enrichment factor 1%,67.15789473684211, DUD-AD,LogisticRegression,mcr,Enrichment factor 5%,19.9375, DUD-AD,LogisticRegression,mcr,RIE,16.76120078278897, DUD-AD,LogisticRegression,mcr,AUPRC,0.9155040519938564, DUD-AD,LogisticRegression,mcr,accuracy,0.9921630094043887, DUD-AD,LogisticRegression,mcr,F1 score,0.6428571428571429, DUD-AD,LogisticRegression,mcr,recall,0.47368421052631576, DUD-AD,LogisticRegression,mcr,precision,1.0, DUD-AD,LogisticRegression,mcr,MCC,0.6855257706224566, DUD-AD,SimilaritySearch_Mean,mcr,AUROC,0.9327136456894025, DUD-AD,SimilaritySearch_Mean,mcr,BEDROC,0.6331082197673445, DUD-AD,SimilaritySearch_Mean,mcr,Enrichment factor 1%,41.32793522267207, DUD-AD,SimilaritySearch_Mean,mcr,Enrichment factor 5%,11.542763157894736, DUD-AD,SimilaritySearch_Mean,mcr,RIE,10.950752355663644, DUD-AD,SimilaritySearch_Mean,mcr,AUPRC,0.5210281848021011, DUD-AD,SimilaritySearch_Max,mcr,AUROC,0.9987020056106855, DUD-AD,SimilaritySearch_Max,mcr,BEDROC,0.9765390524279525, DUD-AD,SimilaritySearch_Max,mcr,Enrichment factor 1%,61.991902834008094, DUD-AD,SimilaritySearch_Max,mcr,Enrichment factor 5%,19.9375, DUD-AD,SimilaritySearch_Max,mcr,RIE,16.89101006493262, DUD-AD,SimilaritySearch_Max,mcr,AUPRC,0.8418614795936777, DUD-AD,LightGBM_Ranker,mcr,AUROC,0.9670058200393585, DUD-AD,LightGBM_Ranker,mcr,BEDROC,0.7556023650382884, DUD-AD,LightGBM_Ranker,mcr,Enrichment factor 1%,46.49392712550607, DUD-AD,LightGBM_Ranker,mcr,Enrichment factor 5%,15.740131578947368, DUD-AD,LightGBM_Ranker,mcr,RIE,13.069510258525346, DUD-AD,LightGBM_Ranker,mcr,AUPRC,0.5787102904043754, DUD-AD,LightGBM_Ranker,mcr,accuracy,0.5148902821316614, DUD-AD,LightGBM_Ranker,mcr,F1 score,0.0578386605783866, DUD-AD,LightGBM_Ranker,mcr,recall,1.0, DUD-AD,LightGBM_Ranker,mcr,precision,0.029780564263322883, DUD-AD,LightGBM_Ranker,mcr,MCC,0.12294451601231342, DUD-AD,RandomForest,met,AUROC,0.955472263868066, DUD-AD,RandomForest,met,BEDROC,0.9082692367798763, DUD-AD,RandomForest,met,Enrichment factor 1%,44.62068965517241, DUD-AD,RandomForest,met,Enrichment factor 5%,18.53474801061008, DUD-AD,RandomForest,met,RIE,14.6400887805695, DUD-AD,RandomForest,met,AUPRC,0.8487243414939971, DUD-AD,RandomForest,met,accuracy,0.9884080370942813, DUD-AD,RandomForest,met,F1 score,0.6511627906976745, DUD-AD,RandomForest,met,recall,0.4827586206896552, DUD-AD,RandomForest,met,precision,1.0, DUD-AD,RandomForest,met,MCC,0.6907251936214924, DUD-AD,LogisticRegression,met,AUROC,0.970423878969606, DUD-AD,LogisticRegression,met,BEDROC,0.9044679481004618, DUD-AD,LogisticRegression,met,Enrichment factor 1%,44.62068965517241, DUD-AD,LogisticRegression,met,Enrichment factor 5%,17.848275862068967, DUD-AD,LogisticRegression,met,RIE,14.578817076876447, DUD-AD,LogisticRegression,met,AUPRC,0.8446591659654876, DUD-AD,LogisticRegression,met,accuracy,0.990726429675425, DUD-AD,LogisticRegression,met,F1 score,0.7391304347826086, DUD-AD,LogisticRegression,met,recall,0.5862068965517241, DUD-AD,LogisticRegression,met,precision,1.0, DUD-AD,LogisticRegression,met,MCC,0.7620356265387311, DUD-AD,SimilaritySearch_Mean,met,AUROC,0.7137249557039661, DUD-AD,SimilaritySearch_Mean,met,BEDROC,0.43828104569754095, DUD-AD,SimilaritySearch_Mean,met,Enrichment factor 1%,34.323607427055705, DUD-AD,SimilaritySearch_Mean,met,Enrichment factor 5%,7.551193633952255, DUD-AD,SimilaritySearch_Mean,met,RIE,7.06450596856748, DUD-AD,SimilaritySearch_Mean,met,AUPRC,0.37256128475494277, DUD-AD,SimilaritySearch_Max,met,AUROC,0.9564944800327109, DUD-AD,SimilaritySearch_Max,met,BEDROC,0.885796596332189, DUD-AD,SimilaritySearch_Max,met,Enrichment factor 1%,34.323607427055705, DUD-AD,SimilaritySearch_Max,met,Enrichment factor 5%,18.53474801061008, DUD-AD,SimilaritySearch_Max,met,RIE,14.277859788552172, DUD-AD,SimilaritySearch_Max,met,AUPRC,0.6868651900595399, DUD-AD,LightGBM_Ranker,met,AUROC,0.8332288401253919, DUD-AD,LightGBM_Ranker,met,BEDROC,0.38081328754699917, DUD-AD,LightGBM_Ranker,met,Enrichment factor 1%,27.45888594164456, DUD-AD,LightGBM_Ranker,met,Enrichment factor 5%,6.178249336870027, DUD-AD,LightGBM_Ranker,met,RIE,6.138202352540528, DUD-AD,LightGBM_Ranker,met,AUPRC,0.33291022245327767, DUD-AD,LightGBM_Ranker,met,accuracy,0.5193199381761978, DUD-AD,LightGBM_Ranker,met,F1 score,0.07988165680473373, DUD-AD,LightGBM_Ranker,met,recall,0.9310344827586207, DUD-AD,LightGBM_Ranker,met,precision,0.04173106646058733, DUD-AD,LightGBM_Ranker,met,MCC,0.13052561464101917, DUD-AD,RandomForest,mk01,AUROC,0.886036036036036, DUD-AD,RandomForest,mk01,BEDROC,0.7714262860104271, DUD-AD,RandomForest,mk01,Enrichment factor 1%,58.75384615384615, DUD-AD,RandomForest,mk01,Enrichment factor 5%,15.9125, DUD-AD,RandomForest,mk01,RIE,13.745331157880184, DUD-AD,RandomForest,mk01,AUPRC,0.523601170036994, DUD-AD,RandomForest,mk01,accuracy,0.9882168106834249, DUD-AD,RandomForest,mk01,F1 score,0.11764705882352941, DUD-AD,RandomForest,mk01,recall,0.06666666666666667, DUD-AD,RandomForest,mk01,precision,0.5, DUD-AD,RandomForest,mk01,MCC,0.17947229048176605, DUD-AD,LogisticRegression,mk01,AUROC,0.8621621621621622, DUD-AD,LogisticRegression,mk01,BEDROC,0.7039458114303, DUD-AD,LogisticRegression,mk01,Enrichment factor 1%,52.225641025641025, DUD-AD,LogisticRegression,mk01,Enrichment factor 5%,13.260416666666666, DUD-AD,LogisticRegression,mk01,RIE,12.542959027867813, DUD-AD,LogisticRegression,mk01,AUPRC,0.5496028194608263, DUD-AD,LogisticRegression,mk01,accuracy,0.99057344854674, DUD-AD,LogisticRegression,mk01,F1 score,0.3333333333333333, DUD-AD,LogisticRegression,mk01,recall,0.2, DUD-AD,LogisticRegression,mk01,precision,1.0, DUD-AD,LogisticRegression,mk01,MCC,0.4450957607307358, DUD-AD,SimilaritySearch_Mean,mk01,AUROC,0.6039745627980923, DUD-AD,SimilaritySearch_Mean,mk01,BEDROC,0.23096092122452083, DUD-AD,SimilaritySearch_Mean,mk01,Enrichment factor 1%,13.056410256410256, DUD-AD,SimilaritySearch_Mean,mk01,Enrichment factor 5%,3.978125, DUD-AD,SimilaritySearch_Mean,mk01,RIE,4.115278970207497, DUD-AD,SimilaritySearch_Mean,mk01,AUPRC,0.15655459224526824, DUD-AD,SimilaritySearch_Max,mk01,AUROC,0.8458664546899841, DUD-AD,SimilaritySearch_Max,mk01,BEDROC,0.6989017007635336, DUD-AD,SimilaritySearch_Max,mk01,Enrichment factor 1%,58.75384615384615, DUD-AD,SimilaritySearch_Max,mk01,Enrichment factor 5%,13.260416666666666, DUD-AD,SimilaritySearch_Max,mk01,RIE,12.45308268772417, DUD-AD,SimilaritySearch_Max,mk01,AUPRC,0.4026028742737021, DUD-AD,LightGBM_Ranker,mk01,AUROC,0.7197138314785374, DUD-AD,LightGBM_Ranker,mk01,BEDROC,0.3229472382042071, DUD-AD,LightGBM_Ranker,mk01,Enrichment factor 1%,19.584615384615386, DUD-AD,LightGBM_Ranker,mk01,Enrichment factor 5%,7.95625, DUD-AD,LightGBM_Ranker,mk01,RIE,5.754298028194839, DUD-AD,LightGBM_Ranker,mk01,AUPRC,0.18614845900897767, DUD-AD,LightGBM_Ranker,mk01,accuracy,0.5058915946582875, DUD-AD,LightGBM_Ranker,mk01,F1 score,0.03379416282642089, DUD-AD,LightGBM_Ranker,mk01,recall,0.7333333333333333, DUD-AD,LightGBM_Ranker,mk01,precision,0.01729559748427673, DUD-AD,LightGBM_Ranker,mk01,MCC,0.05104376055837615, DUD-AD,RandomForest,mk10,AUROC,0.8479149906141057, DUD-AD,RandomForest,mk10,BEDROC,0.6318147782915092, DUD-AD,RandomForest,mk10,Enrichment factor 1%,32.794871794871796, DUD-AD,RandomForest,mk10,Enrichment factor 5%,11.657552083333334, DUD-AD,RandomForest,mk10,RIE,9.66269795493171, DUD-AD,RandomForest,mk10,AUPRC,0.5363698289784748, DUD-AD,RandomForest,mk10,accuracy,0.9781078967943706, DUD-AD,RandomForest,mk10,F1 score,0.391304347826087, DUD-AD,RandomForest,mk10,recall,0.25, DUD-AD,RandomForest,mk10,precision,0.9, DUD-AD,RandomForest,mk10,MCC,0.4679464857117875, DUD-AD,LogisticRegression,mk10,AUROC,0.8797488155895236, DUD-AD,LogisticRegression,mk10,BEDROC,0.6258753706256853, DUD-AD,LogisticRegression,mk10,Enrichment factor 1%,30.061965811965813, DUD-AD,LogisticRegression,mk10,Enrichment factor 5%,11.102430555555555, DUD-AD,LogisticRegression,mk10,RIE,9.571863261047977, DUD-AD,LogisticRegression,mk10,AUPRC,0.5287199335485857, DUD-AD,LogisticRegression,mk10,accuracy,0.9796716184519155, DUD-AD,LogisticRegression,mk10,F1 score,0.43478260869565216, DUD-AD,LogisticRegression,mk10,recall,0.2777777777777778, DUD-AD,LogisticRegression,mk10,precision,1.0, DUD-AD,LogisticRegression,mk10,MCC,0.5216191209216678, DUD-AD,SimilaritySearch_Mean,mk10,AUROC,0.733462948064718, DUD-AD,SimilaritySearch_Mean,mk10,BEDROC,0.447067913024364, DUD-AD,SimilaritySearch_Mean,mk10,Enrichment factor 1%,19.13034188034188, DUD-AD,SimilaritySearch_Mean,mk10,Enrichment factor 5%,8.326822916666666, DUD-AD,SimilaritySearch_Mean,mk10,RIE,6.837260487642985, DUD-AD,SimilaritySearch_Mean,mk10,AUPRC,0.28534251356361906, DUD-AD,SimilaritySearch_Max,mk10,AUROC,0.8395459014928042, DUD-AD,SimilaritySearch_Max,mk10,BEDROC,0.6160371695822411, DUD-AD,SimilaritySearch_Max,mk10,Enrichment factor 1%,27.32905982905983, DUD-AD,SimilaritySearch_Max,mk10,Enrichment factor 5%,11.657552083333334, DUD-AD,SimilaritySearch_Max,mk10,RIE,9.42140213252668, DUD-AD,SimilaritySearch_Max,mk10,AUPRC,0.4287630366993732, DUD-AD,LightGBM_Ranker,mk10,AUROC,0.6866005184589257, DUD-AD,LightGBM_Ranker,mk10,BEDROC,0.4106285623499836, DUD-AD,LightGBM_Ranker,mk10,Enrichment factor 1%,24.596153846153847, DUD-AD,LightGBM_Ranker,mk10,Enrichment factor 5%,7.216579861111111, DUD-AD,LightGBM_Ranker,mk10,RIE,6.27997305258859, DUD-AD,LightGBM_Ranker,mk10,AUPRC,0.3166130284777897, DUD-AD,LightGBM_Ranker,mk10,accuracy,0.5113369820172009, DUD-AD,LightGBM_Ranker,mk10,F1 score,0.07407407407407407, DUD-AD,LightGBM_Ranker,mk10,recall,0.6944444444444444, DUD-AD,LightGBM_Ranker,mk10,precision,0.03912363067292645, DUD-AD,LightGBM_Ranker,mk10,MCC,0.0663152827840809, DUD-AD,RandomForest,mk14,AUROC,0.9799779647435898, DUD-AD,RandomForest,mk14,BEDROC,0.9496803950066753, DUD-AD,RandomForest,mk14,Enrichment factor 1%,11.94017094017094, DUD-AD,RandomForest,mk14,Enrichment factor 5%,11.76959706959707, DUD-AD,RandomForest,mk14,RIE,9.215431984581754, DUD-AD,RandomForest,mk14,AUPRC,0.9229969411351464, DUD-AD,RandomForest,mk14,accuracy,0.9627773801002147, DUD-AD,RandomForest,mk14,F1 score,0.717391304347826, DUD-AD,RandomForest,mk14,recall,0.5641025641025641, DUD-AD,RandomForest,mk14,precision,0.9850746268656716, DUD-AD,RandomForest,mk14,MCC,0.7302824730359212, DUD-AD,LogisticRegression,mk14,AUROC,0.9769698183760683, DUD-AD,LogisticRegression,mk14,BEDROC,0.9243173082364626, DUD-AD,LogisticRegression,mk14,Enrichment factor 1%,11.94017094017094, DUD-AD,LogisticRegression,mk14,Enrichment factor 5%,11.087301587301587, DUD-AD,LogisticRegression,mk14,RIE,8.969315712654327, DUD-AD,LogisticRegression,mk14,AUPRC,0.8881850327596463, DUD-AD,LogisticRegression,mk14,accuracy,0.9706513958482462, DUD-AD,LogisticRegression,mk14,F1 score,0.8038277511961722, DUD-AD,LogisticRegression,mk14,recall,0.717948717948718, DUD-AD,LogisticRegression,mk14,precision,0.9130434782608695, DUD-AD,LogisticRegression,mk14,MCC,0.7948678467739991, DUD-AD,SimilaritySearch_Mean,mk14,AUROC,0.845713141025641, DUD-AD,SimilaritySearch_Mean,mk14,BEDROC,0.5351019447791102, DUD-AD,SimilaritySearch_Mean,mk14,Enrichment factor 1%,8.528693528693529, DUD-AD,SimilaritySearch_Mean,mk14,Enrichment factor 5%,6.140659340659341, DUD-AD,SimilaritySearch_Mean,mk14,RIE,5.192479119424514, DUD-AD,SimilaritySearch_Mean,mk14,AUPRC,0.42496406051412317, DUD-AD,SimilaritySearch_Max,mk14,AUROC,0.9709234775641027, DUD-AD,SimilaritySearch_Max,mk14,BEDROC,0.8974528852644709, DUD-AD,SimilaritySearch_Max,mk14,Enrichment factor 1%,11.087301587301587, DUD-AD,SimilaritySearch_Max,mk14,Enrichment factor 5%,10.575579975579975, DUD-AD,SimilaritySearch_Max,mk14,RIE,8.708630895808088, DUD-AD,SimilaritySearch_Max,mk14,AUPRC,0.8332133795471725, DUD-AD,LightGBM_Ranker,mk14,AUROC,0.7561798878205128, DUD-AD,LightGBM_Ranker,mk14,BEDROC,0.4412205975129569, DUD-AD,LightGBM_Ranker,mk14,Enrichment factor 1%,9.381562881562882, DUD-AD,LightGBM_Ranker,mk14,Enrichment factor 5%,5.458363858363858, DUD-AD,LightGBM_Ranker,mk14,RIE,4.281480887939299, DUD-AD,LightGBM_Ranker,mk14,AUPRC,0.3268254947474449, DUD-AD,LightGBM_Ranker,mk14,accuracy,0.5612025769506085, DUD-AD,LightGBM_Ranker,mk14,F1 score,0.24785276073619633, DUD-AD,LightGBM_Ranker,mk14,recall,0.8632478632478633, DUD-AD,LightGBM_Ranker,mk14,precision,0.14469914040114612, DUD-AD,LightGBM_Ranker,mk14,MCC,0.21986131591338567, DUD-AD,RandomForest,mp2k1,AUROC,0.91884146781054, DUD-AD,RandomForest,mp2k1,BEDROC,0.8049895977067664, DUD-AD,RandomForest,mp2k1,Enrichment factor 1%,53.83216783216783, DUD-AD,RandomForest,mp2k1,Enrichment factor 5%,15.252447552447553, DUD-AD,RandomForest,mp2k1,RIE,13.629396306439862, DUD-AD,RandomForest,mp2k1,AUPRC,0.7289456897684443, DUD-AD,RandomForest,mp2k1,accuracy,0.9890880748246298, DUD-AD,RandomForest,mp2k1,F1 score,0.5333333333333333, DUD-AD,RandomForest,mp2k1,recall,0.36363636363636365, DUD-AD,RandomForest,mp2k1,precision,1.0, DUD-AD,RandomForest,mp2k1,MCC,0.599702837879846, DUD-AD,LogisticRegression,mp2k1,AUROC,0.9757407540912695, DUD-AD,LogisticRegression,mp2k1,BEDROC,0.7922939789278387, DUD-AD,LogisticRegression,mp2k1,Enrichment factor 1%,58.31818181818182, DUD-AD,LogisticRegression,mp2k1,Enrichment factor 5%,15.252447552447553, DUD-AD,LogisticRegression,mp2k1,RIE,13.414444933698993, DUD-AD,LogisticRegression,mp2k1,AUPRC,0.7185281726338543, DUD-AD,LogisticRegression,mp2k1,accuracy,0.9929851909586905, DUD-AD,LogisticRegression,mp2k1,F1 score,0.7428571428571429, DUD-AD,LogisticRegression,mp2k1,recall,0.5909090909090909, DUD-AD,LogisticRegression,mp2k1,precision,1.0, DUD-AD,LogisticRegression,mp2k1,MCC,0.7659775102249186, DUD-AD,SimilaritySearch_Mean,mp2k1,AUROC,0.7386633984572128, DUD-AD,SimilaritySearch_Mean,mp2k1,BEDROC,0.40364454985254333, DUD-AD,SimilaritySearch_Mean,mp2k1,Enrichment factor 1%,31.4020979020979, DUD-AD,SimilaritySearch_Mean,mp2k1,Enrichment factor 5%,6.280419580419581, DUD-AD,SimilaritySearch_Mean,mp2k1,RIE,6.834164779623178, DUD-AD,SimilaritySearch_Mean,mp2k1,AUPRC,0.29947021445664407, DUD-AD,SimilaritySearch_Max,mp2k1,AUROC,0.859022420878091, DUD-AD,SimilaritySearch_Max,mp2k1,BEDROC,0.7162749443709358, DUD-AD,SimilaritySearch_Max,mp2k1,Enrichment factor 1%,49.34615384615384, DUD-AD,SimilaritySearch_Max,mp2k1,Enrichment factor 5%,13.458041958041958, DUD-AD,SimilaritySearch_Max,mp2k1,RIE,12.127355575001182, DUD-AD,SimilaritySearch_Max,mp2k1,AUPRC,0.6020588008803647, DUD-AD,LightGBM_Ranker,mp2k1,AUROC,0.739636652007786, DUD-AD,LightGBM_Ranker,mp2k1,BEDROC,0.3921268618764699, DUD-AD,LightGBM_Ranker,mp2k1,Enrichment factor 1%,31.4020979020979, DUD-AD,LightGBM_Ranker,mp2k1,Enrichment factor 5%,6.280419580419581, DUD-AD,LightGBM_Ranker,mp2k1,RIE,6.6391571250638535, DUD-AD,LightGBM_Ranker,mp2k1,AUPRC,0.3304625288995378, DUD-AD,LightGBM_Ranker,mp2k1,accuracy,0.509742790335152, DUD-AD,LightGBM_Ranker,mp2k1,F1 score,0.05128205128205128, DUD-AD,LightGBM_Ranker,mp2k1,recall,0.7727272727272727, DUD-AD,LightGBM_Ranker,mp2k1,precision,0.0265210608424337, DUD-AD,LightGBM_Ranker,mp2k1,MCC,0.07214938494223999, DUD-AD,RandomForest,pa2ga,AUROC,0.9677223541831618, DUD-AD,RandomForest,pa2ga,BEDROC,0.80027141205705, DUD-AD,RandomForest,pa2ga,Enrichment factor 1%,65.53846153846153, DUD-AD,RandomForest,pa2ga,Enrichment factor 5%,14.64375, DUD-AD,RandomForest,pa2ga,RIE,14.265613267329334, DUD-AD,RandomForest,pa2ga,AUPRC,0.718200571527476, DUD-AD,RandomForest,pa2ga,accuracy,0.9953051643192489, DUD-AD,RandomForest,pa2ga,F1 score,0.75, DUD-AD,RandomForest,pa2ga,recall,0.6, DUD-AD,RandomForest,pa2ga,precision,1.0, DUD-AD,RandomForest,pa2ga,MCC,0.7727633017731729, DUD-AD,LogisticRegression,pa2ga,AUROC,0.9676431776194246, DUD-AD,LogisticRegression,pa2ga,BEDROC,0.8115354552185524, DUD-AD,LogisticRegression,pa2ga,Enrichment factor 1%,65.53846153846153, DUD-AD,LogisticRegression,pa2ga,Enrichment factor 5%,15.975, DUD-AD,LogisticRegression,pa2ga,RIE,14.466405749260051, DUD-AD,LogisticRegression,pa2ga,AUPRC,0.7521848275898655, DUD-AD,LogisticRegression,pa2ga,accuracy,0.9953051643192489, DUD-AD,LogisticRegression,pa2ga,F1 score,0.75, DUD-AD,LogisticRegression,pa2ga,recall,0.6, DUD-AD,LogisticRegression,pa2ga,precision,1.0, DUD-AD,LogisticRegression,pa2ga,MCC,0.7727633017731729, DUD-AD,SimilaritySearch_Mean,pa2ga,AUROC,0.7531274742676167, DUD-AD,SimilaritySearch_Mean,pa2ga,BEDROC,0.6341635474689775, DUD-AD,SimilaritySearch_Mean,pa2ga,Enrichment factor 1%,52.43076923076923, DUD-AD,SimilaritySearch_Mean,pa2ga,Enrichment factor 5%,11.98125, DUD-AD,SimilaritySearch_Mean,pa2ga,RIE,11.304579656161808, DUD-AD,SimilaritySearch_Mean,pa2ga,AUPRC,0.567345270739952, DUD-AD,SimilaritySearch_Max,pa2ga,AUROC,0.8699129057798891, DUD-AD,SimilaritySearch_Max,pa2ga,BEDROC,0.7772314796855232, DUD-AD,SimilaritySearch_Max,pa2ga,Enrichment factor 1%,65.53846153846153, DUD-AD,SimilaritySearch_Max,pa2ga,Enrichment factor 5%,14.64375, DUD-AD,SimilaritySearch_Max,pa2ga,RIE,13.854904151777822, DUD-AD,SimilaritySearch_Max,pa2ga,AUPRC,0.7280572018051866, DUD-AD,LightGBM_Ranker,pa2ga,AUROC,0.6376352599630509, DUD-AD,LightGBM_Ranker,pa2ga,BEDROC,0.3710088705835613, DUD-AD,LightGBM_Ranker,pa2ga,Enrichment factor 1%,32.76923076923077, DUD-AD,LightGBM_Ranker,pa2ga,Enrichment factor 5%,6.65625, DUD-AD,LightGBM_Ranker,pa2ga,RIE,6.6135925970842955, DUD-AD,LightGBM_Ranker,pa2ga,AUPRC,0.3114372378623529, DUD-AD,LightGBM_Ranker,pa2ga,accuracy,0.5023474178403756, DUD-AD,LightGBM_Ranker,pa2ga,F1 score,0.027522935779816515, DUD-AD,LightGBM_Ranker,pa2ga,recall,0.6, DUD-AD,LightGBM_Ranker,pa2ga,precision,0.014084507042253521, DUD-AD,LightGBM_Ranker,pa2ga,MCC,0.021795857001338646, DUD-AD,RandomForest,pgh1,AUROC,0.92338379705401, DUD-AD,RandomForest,pgh1,BEDROC,0.8215654083832751, DUD-AD,RandomForest,pgh1,Enrichment factor 1%,16.275, DUD-AD,RandomForest,pgh1,Enrichment factor 5%,13.315909090909091, DUD-AD,RandomForest,pgh1,RIE,9.458354748764423, DUD-AD,RandomForest,pgh1,AUPRC,0.74643303701976, DUD-AD,RandomForest,pgh1,accuracy,0.9500768049155146, DUD-AD,RandomForest,pgh1,F1 score,0.3157894736842105, DUD-AD,RandomForest,pgh1,recall,0.1875, DUD-AD,RandomForest,pgh1,precision,1.0, DUD-AD,RandomForest,pgh1,MCC,0.42193637320134303, DUD-AD,LogisticRegression,pgh1,AUROC,0.9287847790507365, DUD-AD,LogisticRegression,pgh1,BEDROC,0.8145595584094719, DUD-AD,LogisticRegression,pgh1,Enrichment factor 1%,16.275, DUD-AD,LogisticRegression,pgh1,Enrichment factor 5%,12.329545454545455, DUD-AD,LogisticRegression,pgh1,RIE,9.377699193985004, DUD-AD,LogisticRegression,pgh1,AUPRC,0.7373589143784874, DUD-AD,LogisticRegression,pgh1,accuracy,0.956989247311828, DUD-AD,LogisticRegression,pgh1,F1 score,0.4716981132075472, DUD-AD,LogisticRegression,pgh1,recall,0.3125, DUD-AD,LogisticRegression,pgh1,precision,0.9615384615384616, DUD-AD,LogisticRegression,pgh1,MCC,0.5350321094700647, DUD-AD,SimilaritySearch_Mean,pgh1,AUROC,0.7597892798690671, DUD-AD,SimilaritySearch_Mean,pgh1,BEDROC,0.46378811096484285, DUD-AD,SimilaritySearch_Mean,pgh1,Enrichment factor 1%,8.1375, DUD-AD,SimilaritySearch_Mean,pgh1,Enrichment factor 5%,6.1647727272727275, DUD-AD,SimilaritySearch_Mean,pgh1,RIE,5.339407509147811, DUD-AD,SimilaritySearch_Mean,pgh1,AUPRC,0.31543831503165765, DUD-AD,SimilaritySearch_Max,pgh1,AUROC,0.9127454991816695, DUD-AD,SimilaritySearch_Max,pgh1,BEDROC,0.7786104786631427, DUD-AD,SimilaritySearch_Max,pgh1,Enrichment factor 1%,11.625, DUD-AD,SimilaritySearch_Max,pgh1,Enrichment factor 5%,11.836363636363636, DUD-AD,SimilaritySearch_Max,pgh1,RIE,8.963831785805874, DUD-AD,SimilaritySearch_Max,pgh1,AUPRC,0.6656332898903543, DUD-AD,LightGBM_Ranker,pgh1,AUROC,0.785300736497545, DUD-AD,LightGBM_Ranker,pgh1,BEDROC,0.4597155020191099, DUD-AD,LightGBM_Ranker,pgh1,Enrichment factor 1%,13.95, DUD-AD,LightGBM_Ranker,pgh1,Enrichment factor 5%,6.1647727272727275, DUD-AD,LightGBM_Ranker,pgh1,RIE,5.2925211876955975, DUD-AD,LightGBM_Ranker,pgh1,AUPRC,0.3521888929026073, DUD-AD,LightGBM_Ranker,pgh1,accuracy,0.5399385560675883, DUD-AD,LightGBM_Ranker,pgh1,F1 score,0.18057455540355677, DUD-AD,LightGBM_Ranker,pgh1,recall,0.825, DUD-AD,LightGBM_Ranker,pgh1,precision,0.10138248847926268, DUD-AD,LightGBM_Ranker,pgh1,MCC,0.16631167868819408, DUD-AD,RandomForest,pgh2,AUROC,0.9072034677735391, DUD-AD,RandomForest,pgh2,BEDROC,0.7930613302014332, DUD-AD,RandomForest,pgh2,Enrichment factor 1%,12.774891774891776, DUD-AD,RandomForest,pgh2,Enrichment factor 5%,11.364953886693018, DUD-AD,RandomForest,pgh2,RIE,8.360863842591238, DUD-AD,RandomForest,pgh2,AUPRC,0.6875971797899524, DUD-AD,RandomForest,pgh2,accuracy,0.9500734214390602, DUD-AD,RandomForest,pgh2,F1 score,0.5342465753424658, DUD-AD,RandomForest,pgh2,recall,0.3939393939393939, DUD-AD,RandomForest,pgh2,precision,0.8297872340425532, DUD-AD,RandomForest,pgh2,MCC,0.5513116110017892, DUD-AD,LogisticRegression,pgh2,AUROC,0.9322520533921959, DUD-AD,LogisticRegression,pgh2,BEDROC,0.7859122051521295, DUD-AD,LogisticRegression,pgh2,Enrichment factor 1%,11.79220779220779, DUD-AD,LogisticRegression,pgh2,Enrichment factor 5%,10.966183574879228, DUD-AD,LogisticRegression,pgh2,RIE,8.28549405946116, DUD-AD,LogisticRegression,pgh2,AUPRC,0.6736590123388734, DUD-AD,LogisticRegression,pgh2,accuracy,0.9530102790014684, DUD-AD,LogisticRegression,pgh2,F1 score,0.5733333333333334, DUD-AD,LogisticRegression,pgh2,recall,0.43434343434343436, DUD-AD,LogisticRegression,pgh2,precision,0.8431372549019608, DUD-AD,LogisticRegression,pgh2,MCC,0.585310147795659, DUD-AD,SimilaritySearch_Mean,pgh2,AUROC,0.7144445244207716, DUD-AD,SimilaritySearch_Mean,pgh2,BEDROC,0.4995360135499186, DUD-AD,SimilaritySearch_Mean,pgh2,Enrichment factor 1%,12.774891774891776, DUD-AD,SimilaritySearch_Mean,pgh2,Enrichment factor 5%,6.579710144927536, DUD-AD,SimilaritySearch_Mean,pgh2,RIE,5.266367759973874, DUD-AD,SimilaritySearch_Mean,pgh2,AUPRC,0.3680862344231768, DUD-AD,SimilaritySearch_Max,pgh2,AUROC,0.8994857522173437, DUD-AD,SimilaritySearch_Max,pgh2,BEDROC,0.8001177138559161, DUD-AD,SimilaritySearch_Max,pgh2,Enrichment factor 1%,9.826839826839826, DUD-AD,SimilaritySearch_Max,pgh2,Enrichment factor 5%,12.162494510320599, DUD-AD,SimilaritySearch_Max,pgh2,RIE,8.435255897850196, DUD-AD,SimilaritySearch_Max,pgh2,AUPRC,0.6704107841280158, DUD-AD,LightGBM_Ranker,pgh2,AUROC,0.6203643721458448, DUD-AD,LightGBM_Ranker,pgh2,BEDROC,0.4389538014651665, DUD-AD,LightGBM_Ranker,pgh2,Enrichment factor 1%,13.757575757575758, DUD-AD,LightGBM_Ranker,pgh2,Enrichment factor 5%,5.582784365393061, DUD-AD,LightGBM_Ranker,pgh2,RIE,4.627678667969133, DUD-AD,LightGBM_Ranker,pgh2,AUPRC,0.322549542466902, DUD-AD,LightGBM_Ranker,pgh2,accuracy,0.5220264317180616, DUD-AD,LightGBM_Ranker,pgh2,F1 score,0.1643132220795892, DUD-AD,LightGBM_Ranker,pgh2,recall,0.6464646464646465, DUD-AD,LightGBM_Ranker,pgh2,precision,0.09411764705882353, DUD-AD,LightGBM_Ranker,pgh2,MCC,0.08242345876142083, DUD-AD,RandomForest,plk1,AUROC,0.9412988388365672, DUD-AD,RandomForest,plk1,BEDROC,0.7768444030318291, DUD-AD,RandomForest,plk1,Enrichment factor 1%,60.95238095238095, DUD-AD,RandomForest,plk1,Enrichment factor 5%,15.238095238095237, DUD-AD,RandomForest,plk1,RIE,13.245218774852082, DUD-AD,RandomForest,plk1,AUPRC,0.7169574584295224, DUD-AD,RandomForest,plk1,accuracy,0.9890625, DUD-AD,RandomForest,plk1,F1 score,0.5, DUD-AD,RandomForest,plk1,recall,0.3333333333333333, DUD-AD,RandomForest,plk1,precision,1.0, DUD-AD,RandomForest,plk1,MCC,0.5741667460003419, DUD-AD,LogisticRegression,plk1,AUROC,0.9430008699270017, DUD-AD,LogisticRegression,plk1,BEDROC,0.7960472150091151, DUD-AD,LogisticRegression,plk1,Enrichment factor 1%,56.263736263736256, DUD-AD,LogisticRegression,plk1,Enrichment factor 5%,16.19047619047619, DUD-AD,LogisticRegression,plk1,RIE,13.572627254339011, DUD-AD,LogisticRegression,plk1,AUPRC,0.7203915827418861, DUD-AD,LogisticRegression,plk1,accuracy,0.9921875, DUD-AD,LogisticRegression,plk1,F1 score,0.7058823529411765, DUD-AD,LogisticRegression,plk1,recall,0.5714285714285714, DUD-AD,LogisticRegression,plk1,precision,0.9230769230769231, DUD-AD,LogisticRegression,plk1,MCC,0.7229701963044906, DUD-AD,SimilaritySearch_Mean,plk1,AUROC,0.7814213850750785, DUD-AD,SimilaritySearch_Mean,plk1,BEDROC,0.4786950871973518, DUD-AD,SimilaritySearch_Mean,plk1,Enrichment factor 1%,32.820512820512825, DUD-AD,SimilaritySearch_Mean,plk1,Enrichment factor 5%,9.523809523809524, DUD-AD,SimilaritySearch_Mean,plk1,RIE,8.161764629026997, DUD-AD,SimilaritySearch_Mean,plk1,AUPRC,0.3834132905450164, DUD-AD,SimilaritySearch_Max,plk1,AUROC,0.8970649419418284, DUD-AD,SimilaritySearch_Max,plk1,BEDROC,0.8120282270893746, DUD-AD,SimilaritySearch_Max,plk1,Enrichment factor 1%,51.57509157509158, DUD-AD,SimilaritySearch_Max,plk1,Enrichment factor 5%,16.19047619047619, DUD-AD,SimilaritySearch_Max,plk1,RIE,13.845103955774666, DUD-AD,SimilaritySearch_Max,plk1,AUPRC,0.7252679980494087, DUD-AD,LightGBM_Ranker,plk1,AUROC,0.8848670524603804, DUD-AD,LightGBM_Ranker,plk1,BEDROC,0.5355826444732452, DUD-AD,LightGBM_Ranker,plk1,Enrichment factor 1%,32.820512820512825, DUD-AD,LightGBM_Ranker,plk1,Enrichment factor 5%,9.523809523809524, DUD-AD,LightGBM_Ranker,plk1,RIE,9.131699066309249, DUD-AD,LightGBM_Ranker,plk1,AUPRC,0.39526584340968407, DUD-AD,LightGBM_Ranker,plk1,accuracy,0.51484375, DUD-AD,LightGBM_Ranker,plk1,F1 score,0.060514372163388806, DUD-AD,LightGBM_Ranker,plk1,recall,0.9523809523809523, DUD-AD,LightGBM_Ranker,plk1,precision,0.03125, DUD-AD,LightGBM_Ranker,plk1,MCC,0.11685063815229016, DUD-AD,RandomForest,ppard,AUROC,0.9742930856553149, DUD-AD,RandomForest,ppard,BEDROC,0.9140678392403225, DUD-AD,RandomForest,ppard,Enrichment factor 1%,34.55263157894737, DUD-AD,RandomForest,ppard,Enrichment factor 5%,17.799840510366824, DUD-AD,RandomForest,ppard,RIE,13.87917472208719, DUD-AD,RandomForest,ppard,AUPRC,0.8700253874494, DUD-AD,RandomForest,ppard,accuracy,0.9817212490479817, DUD-AD,RandomForest,ppard,F1 score,0.5384615384615384, DUD-AD,RandomForest,ppard,recall,0.3684210526315789, DUD-AD,RandomForest,ppard,precision,1.0, DUD-AD,RandomForest,ppard,MCC,0.6013436597784222, DUD-AD,LogisticRegression,ppard,AUROC,0.9859236326109391, DUD-AD,LogisticRegression,ppard,BEDROC,0.9374430462166125, DUD-AD,LogisticRegression,ppard,Enrichment factor 1%,34.55263157894737, DUD-AD,LogisticRegression,ppard,Enrichment factor 5%,18.323365231259967, DUD-AD,LogisticRegression,ppard,RIE,14.234103061709602, DUD-AD,LogisticRegression,ppard,AUPRC,0.9033399886953689, DUD-AD,LogisticRegression,ppard,accuracy,0.9862909367859863, DUD-AD,LogisticRegression,ppard,F1 score,0.7, DUD-AD,LogisticRegression,ppard,recall,0.5526315789473685, DUD-AD,LogisticRegression,ppard,precision,0.9545454545454546, DUD-AD,LogisticRegression,ppard,MCC,0.7207610741134916, DUD-AD,SimilaritySearch_Mean,ppard,AUROC,0.9620846233230134, DUD-AD,SimilaritySearch_Mean,ppard,BEDROC,0.8204894813777817, DUD-AD,SimilaritySearch_Mean,ppard,Enrichment factor 1%,34.55263157894737, DUD-AD,SimilaritySearch_Mean,ppard,Enrichment factor 5%,15.182216905901115, DUD-AD,SimilaritySearch_Mean,ppard,RIE,12.458284151388376, DUD-AD,SimilaritySearch_Mean,ppard,AUPRC,0.736176361188577, DUD-AD,SimilaritySearch_Max,ppard,AUROC,0.9807636738906089, DUD-AD,SimilaritySearch_Max,ppard,BEDROC,0.9301569445350918, DUD-AD,SimilaritySearch_Max,ppard,Enrichment factor 1%,34.55263157894737, DUD-AD,SimilaritySearch_Max,ppard,Enrichment factor 5%,18.84688995215311, DUD-AD,SimilaritySearch_Max,ppard,RIE,14.123471144107105, DUD-AD,SimilaritySearch_Max,ppard,AUPRC,0.8852043009323478, DUD-AD,LightGBM_Ranker,ppard,AUROC,0.7383281733746131, DUD-AD,LightGBM_Ranker,ppard,BEDROC,0.34138545809061, DUD-AD,LightGBM_Ranker,ppard,Enrichment factor 1%,19.74436090225564, DUD-AD,LightGBM_Ranker,ppard,Enrichment factor 5%,4.188197767145136, DUD-AD,LightGBM_Ranker,ppard,RIE,5.183585122446437, DUD-AD,LightGBM_Ranker,ppard,AUPRC,0.2710671552855063, DUD-AD,LightGBM_Ranker,ppard,accuracy,0.5156130997715156, DUD-AD,LightGBM_Ranker,ppard,F1 score,0.08357348703170028, DUD-AD,LightGBM_Ranker,ppard,recall,0.7631578947368421, DUD-AD,LightGBM_Ranker,ppard,precision,0.04420731707317073, DUD-AD,LightGBM_Ranker,ppard,MCC,0.09099368019469478, DUD-AD,RandomForest,pparg,AUROC,0.9856912555447637, DUD-AD,RandomForest,pparg,BEDROC,0.9085071416656101, DUD-AD,RandomForest,pparg,Enrichment factor 1%,17.844155844155843, DUD-AD,RandomForest,pparg,Enrichment factor 5%,15.516657255787692, DUD-AD,RandomForest,pparg,RIE,10.926354039582245, DUD-AD,RandomForest,pparg,AUPRC,0.86531093194697, DUD-AD,RandomForest,pparg,accuracy,0.9723435225618632, DUD-AD,RandomForest,pparg,F1 score,0.6885245901639344, DUD-AD,RandomForest,pparg,recall,0.5454545454545454, DUD-AD,RandomForest,pparg,precision,0.9333333333333333, DUD-AD,RandomForest,pparg,MCC,0.7018747241504377, DUD-AD,LogisticRegression,pparg,AUROC,0.9848902061700828, DUD-AD,LogisticRegression,pparg,BEDROC,0.8944159908602096, DUD-AD,LogisticRegression,pparg,Enrichment factor 1%,16.569573283858997, DUD-AD,LogisticRegression,pparg,Enrichment factor 5%,14.999435347261436, DUD-AD,LogisticRegression,pparg,RIE,10.756883823672617, DUD-AD,LogisticRegression,pparg,AUPRC,0.8455111315950357, DUD-AD,LogisticRegression,pparg,accuracy,0.9737991266375546, DUD-AD,LogisticRegression,pparg,F1 score,0.71875, DUD-AD,LogisticRegression,pparg,recall,0.5974025974025974, DUD-AD,LogisticRegression,pparg,precision,0.9019607843137255, DUD-AD,LogisticRegression,pparg,MCC,0.7221141499930248, DUD-AD,SimilaritySearch_Mean,pparg,AUROC,0.870049765192402, DUD-AD,SimilaritySearch_Mean,pparg,BEDROC,0.6419048701730165, DUD-AD,SimilaritySearch_Mean,pparg,Enrichment factor 1%,16.569573283858997, DUD-AD,SimilaritySearch_Mean,pparg,Enrichment factor 5%,8.275550536420102, DUD-AD,SimilaritySearch_Mean,pparg,RIE,7.720005237003853, DUD-AD,SimilaritySearch_Mean,pparg,AUPRC,0.5279467411589382, DUD-AD,SimilaritySearch_Max,pparg,AUROC,0.9710470716638797, DUD-AD,SimilaritySearch_Max,pparg,BEDROC,0.8730233737863992, DUD-AD,SimilaritySearch_Max,pparg,Enrichment factor 1%,14.020408163265307, DUD-AD,SimilaritySearch_Max,pparg,Enrichment factor 5%,15.258046301524562, DUD-AD,SimilaritySearch_Max,pparg,RIE,10.499600974000662, DUD-AD,SimilaritySearch_Max,pparg,AUPRC,0.7573123751424145, DUD-AD,LightGBM_Ranker,pparg,AUROC,0.8586698575133425, DUD-AD,LightGBM_Ranker,pparg,BEDROC,0.4370482687865554, DUD-AD,LightGBM_Ranker,pparg,Enrichment factor 1%,11.471243042671615, DUD-AD,LightGBM_Ranker,pparg,Enrichment factor 5%,5.6894409937888195, DUD-AD,LightGBM_Ranker,pparg,RIE,5.2562538410447015, DUD-AD,LightGBM_Ranker,pparg,AUPRC,0.33618729940580666, DUD-AD,LightGBM_Ranker,pparg,accuracy,0.5516739446870451, DUD-AD,LightGBM_Ranker,pparg,F1 score,0.193717277486911, DUD-AD,LightGBM_Ranker,pparg,recall,0.961038961038961, DUD-AD,LightGBM_Ranker,pparg,precision,0.10771470160116449, DUD-AD,LightGBM_Ranker,pparg,MCC,0.2246689202405974, DUD-AD,RandomForest,prgr,AUROC,0.9616150304840114, DUD-AD,RandomForest,prgr,BEDROC,0.8929581969014359, DUD-AD,RandomForest,prgr,Enrichment factor 1%,23.263157894736842, DUD-AD,RandomForest,prgr,Enrichment factor 5%,15.624509033778477, DUD-AD,RandomForest,prgr,RIE,11.980283128433626, DUD-AD,RandomForest,prgr,AUPRC,0.8424656888968978, DUD-AD,RandomForest,prgr,accuracy,0.9751131221719457, DUD-AD,RandomForest,prgr,F1 score,0.6024096385542169, DUD-AD,RandomForest,prgr,recall,0.43859649122807015, DUD-AD,RandomForest,prgr,precision,0.9615384615384616, DUD-AD,RandomForest,prgr,MCC,0.6404630028593407, DUD-AD,LogisticRegression,prgr,AUROC,0.9735528735155461, DUD-AD,LogisticRegression,prgr,BEDROC,0.8401201790008226, DUD-AD,LogisticRegression,prgr,Enrichment factor 1%,21.601503759398494, DUD-AD,LogisticRegression,prgr,Enrichment factor 5%,14.930086410054988, DUD-AD,LogisticRegression,prgr,RIE,11.271387221392098, DUD-AD,LogisticRegression,prgr,AUPRC,0.7555611065415904, DUD-AD,LogisticRegression,prgr,accuracy,0.9698340874811463, DUD-AD,LogisticRegression,prgr,F1 score,0.5121951219512195, DUD-AD,LogisticRegression,prgr,recall,0.3684210526315789, DUD-AD,LogisticRegression,prgr,precision,0.84, DUD-AD,LogisticRegression,prgr,MCC,0.5447187938911211, DUD-AD,SimilaritySearch_Mean,prgr,AUROC,0.8850179033083102, DUD-AD,SimilaritySearch_Mean,prgr,BEDROC,0.6023187395093972, DUD-AD,SimilaritySearch_Mean,prgr,Enrichment factor 1%,19.93984962406015, DUD-AD,SimilaritySearch_Mean,prgr,Enrichment factor 5%,9.721916732128829, DUD-AD,SimilaritySearch_Mean,prgr,RIE,8.080948332084352, DUD-AD,SimilaritySearch_Mean,prgr,AUPRC,0.48343532407246836, DUD-AD,SimilaritySearch_Max,prgr,AUROC,0.9800505993115176, DUD-AD,SimilaritySearch_Max,prgr,BEDROC,0.8905033696599857, DUD-AD,SimilaritySearch_Max,prgr,Enrichment factor 1%,19.93984962406015, DUD-AD,SimilaritySearch_Max,prgr,Enrichment factor 5%,17.3605655930872, DUD-AD,SimilaritySearch_Max,prgr,RIE,11.947348187777235, DUD-AD,SimilaritySearch_Max,prgr,AUPRC,0.7998076020868335, DUD-AD,LightGBM_Ranker,prgr,AUROC,0.7410448896077863, DUD-AD,LightGBM_Ranker,prgr,BEDROC,0.45393452343094864, DUD-AD,LightGBM_Ranker,prgr,Enrichment factor 1%,14.954887218045114, DUD-AD,LightGBM_Ranker,prgr,Enrichment factor 5%,7.291437549096623, DUD-AD,LightGBM_Ranker,prgr,RIE,6.090166549818497, DUD-AD,LightGBM_Ranker,prgr,AUPRC,0.3209590031740731, DUD-AD,LightGBM_Ranker,prgr,accuracy,0.521870286576169, DUD-AD,LightGBM_Ranker,prgr,F1 score,0.11944444444444445, DUD-AD,LightGBM_Ranker,prgr,recall,0.7543859649122807, DUD-AD,LightGBM_Ranker,prgr,precision,0.06485671191553545, DUD-AD,LightGBM_Ranker,prgr,MCC,0.10782755533831881, DUD-AD,RandomForest,ptn1,AUROC,0.9388606761649504, DUD-AD,RandomForest,ptn1,BEDROC,0.8590088222527883, DUD-AD,RandomForest,ptn1,Enrichment factor 1%,37.794117647058826, DUD-AD,RandomForest,ptn1,Enrichment factor 5%,15.699095022624434, DUD-AD,RandomForest,ptn1,RIE,13.340516345322042, DUD-AD,RandomForest,ptn1,AUPRC,0.81216862772338, DUD-AD,RandomForest,ptn1,accuracy,0.9813229571984435, DUD-AD,RandomForest,ptn1,F1 score,0.45454545454545453, DUD-AD,RandomForest,ptn1,recall,0.29411764705882354, DUD-AD,RandomForest,ptn1,precision,1.0, DUD-AD,RandomForest,ptn1,MCC,0.5371976497332176, DUD-AD,LogisticRegression,ptn1,AUROC,0.9155499130107678, DUD-AD,LogisticRegression,ptn1,BEDROC,0.7330210500159363, DUD-AD,LogisticRegression,ptn1,Enrichment factor 1%,37.794117647058826, DUD-AD,LogisticRegression,ptn1,Enrichment factor 5%,13.373303167420815, DUD-AD,LogisticRegression,ptn1,RIE,11.383910214569338, DUD-AD,LogisticRegression,ptn1,AUPRC,0.6547929977623286, DUD-AD,LogisticRegression,ptn1,accuracy,0.978988326848249, DUD-AD,LogisticRegression,ptn1,F1 score,0.34146341463414637, DUD-AD,LogisticRegression,ptn1,recall,0.20588235294117646, DUD-AD,LogisticRegression,ptn1,precision,1.0, DUD-AD,LogisticRegression,ptn1,MCC,0.4489239643484884, DUD-AD,SimilaritySearch_Mean,ptn1,AUROC,0.7520336671839, DUD-AD,SimilaritySearch_Mean,ptn1,BEDROC,0.3915427826342538, DUD-AD,SimilaritySearch_Mean,ptn1,Enrichment factor 1%,23.257918552036198, DUD-AD,SimilaritySearch_Mean,ptn1,Enrichment factor 5%,6.395927601809954, DUD-AD,SimilaritySearch_Mean,ptn1,RIE,6.080709279944213, DUD-AD,SimilaritySearch_Mean,ptn1,AUPRC,0.28901789879275697, DUD-AD,SimilaritySearch_Max,ptn1,AUROC,0.9329712700427892, DUD-AD,SimilaritySearch_Max,ptn1,BEDROC,0.7942483529506899, DUD-AD,SimilaritySearch_Max,ptn1,Enrichment factor 1%,37.794117647058826, DUD-AD,SimilaritySearch_Max,ptn1,Enrichment factor 5%,13.95475113122172, DUD-AD,SimilaritySearch_Max,ptn1,RIE,12.33477801836205, DUD-AD,SimilaritySearch_Max,ptn1,AUPRC,0.7486000633055235, DUD-AD,LightGBM_Ranker,ptn1,AUROC,0.6894837071519255, DUD-AD,LightGBM_Ranker,ptn1,BEDROC,0.3520883538276867, DUD-AD,LightGBM_Ranker,ptn1,Enrichment factor 1%,23.257918552036198, DUD-AD,LightGBM_Ranker,ptn1,Enrichment factor 5%,5.233031674208145, DUD-AD,LightGBM_Ranker,ptn1,RIE,5.467976981264082, DUD-AD,LightGBM_Ranker,ptn1,AUPRC,0.28497983981618435, DUD-AD,LightGBM_Ranker,ptn1,accuracy,0.5097276264591439, DUD-AD,LightGBM_Ranker,ptn1,F1 score,0.06804733727810651, DUD-AD,LightGBM_Ranker,ptn1,recall,0.6764705882352942, DUD-AD,LightGBM_Ranker,ptn1,precision,0.03582554517133956, DUD-AD,LightGBM_Ranker,ptn1,MCC,0.05831359260005101, DUD-AD,RandomForest,pur2,AUROC,0.9961934972244251, DUD-AD,RandomForest,pur2,BEDROC,0.9391813997758184, DUD-AD,RandomForest,pur2,Enrichment factor 1%,77.90769230769232, DUD-AD,RandomForest,pur2,Enrichment factor 5%,19.78125, DUD-AD,RandomForest,pur2,RIE,18.060931521254854, DUD-AD,RandomForest,pur2,AUPRC,0.769047619047619, DUD-AD,RandomForest,pur2,accuracy,0.9984202211690363, DUD-AD,RandomForest,pur2,F1 score,0.75, DUD-AD,RandomForest,pur2,recall,0.6, DUD-AD,RandomForest,pur2,precision,1.0, DUD-AD,RandomForest,pur2,MCC,0.773983127228982, DUD-AD,LogisticRegression,pur2,AUROC,0.9980967486122125, DUD-AD,LogisticRegression,pur2,BEDROC,0.9655684770529765, DUD-AD,LogisticRegression,pur2,Enrichment factor 1%,77.90769230769232, DUD-AD,LogisticRegression,pur2,Enrichment factor 5%,19.78125, DUD-AD,LogisticRegression,pur2,RIE,18.56836831113453, DUD-AD,LogisticRegression,pur2,AUPRC,0.8, DUD-AD,LogisticRegression,pur2,accuracy,0.9976303317535545, DUD-AD,LogisticRegression,pur2,F1 score,0.5714285714285714, DUD-AD,LogisticRegression,pur2,recall,0.4, DUD-AD,LogisticRegression,pur2,precision,1.0, DUD-AD,LogisticRegression,pur2,MCC,0.6317045455839244, DUD-AD,SimilaritySearch_Mean,pur2,AUROC,0.9984139571768438, DUD-AD,SimilaritySearch_Mean,pur2,BEDROC,0.9704280441050915, DUD-AD,SimilaritySearch_Mean,pur2,Enrichment factor 1%,97.38461538461539, DUD-AD,SimilaritySearch_Mean,pur2,Enrichment factor 5%,19.78125, DUD-AD,SimilaritySearch_Mean,pur2,RIE,18.66182023380218, DUD-AD,SimilaritySearch_Mean,pur2,AUPRC,0.7909090909090908, DUD-AD,SimilaritySearch_Max,pur2,AUROC,0.9988897700237906, DUD-AD,SimilaritySearch_Max,pur2,BEDROC,0.9790264778430486, DUD-AD,SimilaritySearch_Max,pur2,Enrichment factor 1%,97.38461538461539, DUD-AD,SimilaritySearch_Max,pur2,Enrichment factor 5%,19.78125, DUD-AD,SimilaritySearch_Max,pur2,RIE,18.827172446483917, DUD-AD,SimilaritySearch_Max,pur2,AUPRC,0.8253968253968254, DUD-AD,LightGBM_Ranker,pur2,AUROC,0.982394924662966, DUD-AD,LightGBM_Ranker,pur2,BEDROC,0.8023569158224921, DUD-AD,LightGBM_Ranker,pur2,Enrichment factor 1%,77.90769230769232, DUD-AD,LightGBM_Ranker,pur2,Enrichment factor 5%,15.825, DUD-AD,LightGBM_Ranker,pur2,RIE,15.429727762499777, DUD-AD,LightGBM_Ranker,pur2,AUPRC,0.5312121212121212, DUD-AD,LightGBM_Ranker,pur2,accuracy,0.5039494470774092, DUD-AD,LightGBM_Ranker,pur2,F1 score,0.01567398119122257, DUD-AD,LightGBM_Ranker,pur2,recall,1.0, DUD-AD,LightGBM_Ranker,pur2,precision,0.007898894154818325, DUD-AD,LightGBM_Ranker,pur2,MCC,0.06296909605425953, DUD-AD,RandomForest,pyrd,AUROC,0.9919257259865971, DUD-AD,RandomForest,pyrd,BEDROC,0.9295600432859742, DUD-AD,RandomForest,pyrd,Enrichment factor 1%,69.55656108597286, DUD-AD,RandomForest,pyrd,Enrichment factor 5%,18.548416289592762, DUD-AD,RandomForest,pyrd,RIE,16.32851765815442, DUD-AD,RandomForest,pyrd,AUPRC,0.8652879495700494, DUD-AD,RandomForest,pyrd,accuracy,0.9929742388758782, DUD-AD,RandomForest,pyrd,F1 score,0.64, DUD-AD,RandomForest,pyrd,recall,0.47058823529411764, DUD-AD,RandomForest,pyrd,precision,1.0, DUD-AD,RandomForest,pyrd,MCC,0.6835650789311457, DUD-AD,LogisticRegression,pyrd,AUROC,0.9969750558451229, DUD-AD,LogisticRegression,pyrd,BEDROC,0.9539936636533538, DUD-AD,LogisticRegression,pyrd,Enrichment factor 1%,69.55656108597286, DUD-AD,LogisticRegression,pyrd,Enrichment factor 5%,19.70769230769231, DUD-AD,LogisticRegression,pyrd,RIE,16.75771510844232, DUD-AD,LogisticRegression,pyrd,AUPRC,0.8821931336637219, DUD-AD,LogisticRegression,pyrd,accuracy,0.994535519125683, DUD-AD,LogisticRegression,pyrd,F1 score,0.7586206896551724, DUD-AD,LogisticRegression,pyrd,recall,0.6470588235294118, DUD-AD,LogisticRegression,pyrd,precision,0.9166666666666666, DUD-AD,LogisticRegression,pyrd,MCC,0.7676955156585729, DUD-AD,SimilaritySearch_Mean,pyrd,AUROC,0.9125558451228593, DUD-AD,SimilaritySearch_Mean,pyrd,BEDROC,0.7416961480597973, DUD-AD,SimilaritySearch_Mean,pyrd,Enrichment factor 1%,52.167420814479634, DUD-AD,SimilaritySearch_Mean,pyrd,Enrichment factor 5%,15.070588235294117, DUD-AD,SimilaritySearch_Mean,pyrd,RIE,13.028527578097565, DUD-AD,SimilaritySearch_Mean,pyrd,AUPRC,0.6085068177271381, DUD-AD,SimilaritySearch_Max,pyrd,AUROC,0.993577810871184, DUD-AD,SimilaritySearch_Max,pyrd,BEDROC,0.9207249236028459, DUD-AD,SimilaritySearch_Max,pyrd,Enrichment factor 1%,63.76018099547511, DUD-AD,SimilaritySearch_Max,pyrd,Enrichment factor 5%,18.548416289592762, DUD-AD,SimilaritySearch_Max,pyrd,RIE,16.17332122046033, DUD-AD,SimilaritySearch_Max,pyrd,AUPRC,0.8283661576085544, DUD-AD,LightGBM_Ranker,pyrd,AUROC,0.6227661950856291, DUD-AD,LightGBM_Ranker,pyrd,BEDROC,0.3813165186539365, DUD-AD,LightGBM_Ranker,pyrd,Enrichment factor 1%,23.18552036199095, DUD-AD,LightGBM_Ranker,pyrd,Enrichment factor 5%,6.955656108597285, DUD-AD,LightGBM_Ranker,pyrd,RIE,6.698151000617774, DUD-AD,LightGBM_Ranker,pyrd,AUPRC,0.20686416677146677, DUD-AD,LightGBM_Ranker,pyrd,accuracy,0.5027322404371585, DUD-AD,LightGBM_Ranker,pyrd,F1 score,0.030441400304414, DUD-AD,LightGBM_Ranker,pyrd,recall,0.5882352941176471, DUD-AD,LightGBM_Ranker,pyrd,precision,0.015625, DUD-AD,LightGBM_Ranker,pyrd,MCC,0.020556080491952435, DUD-AD,RandomForest,rock1,AUROC,0.9632738253841372, DUD-AD,RandomForest,rock1,BEDROC,0.846803252072233, DUD-AD,RandomForest,rock1,Enrichment factor 1%,43.692307692307686, DUD-AD,RandomForest,rock1,Enrichment factor 5%,16.270833333333332, DUD-AD,RandomForest,rock1,RIE,13.812938632333646, DUD-AD,RandomForest,rock1,AUPRC,0.7725721643597891, DUD-AD,RandomForest,rock1,accuracy,0.986697965571205, DUD-AD,RandomForest,rock1,F1 score,0.5405405405405406, DUD-AD,RandomForest,rock1,recall,0.37037037037037035, DUD-AD,RandomForest,rock1,precision,1.0, DUD-AD,RandomForest,rock1,MCC,0.6044872513243515, DUD-AD,LogisticRegression,rock1,AUROC,0.9769665748882375, DUD-AD,LogisticRegression,rock1,BEDROC,0.8575640468095713, DUD-AD,LogisticRegression,rock1,Enrichment factor 1%,47.333333333333336, DUD-AD,LogisticRegression,rock1,Enrichment factor 5%,17.010416666666668, DUD-AD,LogisticRegression,rock1,RIE,13.988467241164832, DUD-AD,LogisticRegression,rock1,AUPRC,0.7838040761198638, DUD-AD,LogisticRegression,rock1,accuracy,0.9890453834115805, DUD-AD,LogisticRegression,rock1,F1 score,0.65, DUD-AD,LogisticRegression,rock1,recall,0.48148148148148145, DUD-AD,LogisticRegression,rock1,precision,1.0, DUD-AD,LogisticRegression,rock1,MCC,0.6900382834847438, DUD-AD,SimilaritySearch_Mean,rock1,AUROC,0.8585724013381887, DUD-AD,SimilaritySearch_Mean,rock1,BEDROC,0.6414068586056721, DUD-AD,SimilaritySearch_Mean,rock1,Enrichment factor 1%,36.41025641025641, DUD-AD,SimilaritySearch_Mean,rock1,Enrichment factor 5%,12.572916666666666, DUD-AD,SimilaritySearch_Mean,rock1,RIE,10.462540814686408, DUD-AD,SimilaritySearch_Mean,rock1,AUPRC,0.5204267206700605, DUD-AD,SimilaritySearch_Max,rock1,AUROC,0.9568493353465376, DUD-AD,SimilaritySearch_Max,rock1,BEDROC,0.7884285379750101, DUD-AD,SimilaritySearch_Max,rock1,Enrichment factor 1%,36.41025641025641, DUD-AD,SimilaritySearch_Max,rock1,Enrichment factor 5%,15.53125, DUD-AD,SimilaritySearch_Max,rock1,RIE,12.860738297087947, DUD-AD,SimilaritySearch_Max,rock1,AUPRC,0.6147124677107552, DUD-AD,LightGBM_Ranker,rock1,AUROC,0.7924623264351481, DUD-AD,LightGBM_Ranker,rock1,BEDROC,0.41307738786603304, DUD-AD,LightGBM_Ranker,rock1,Enrichment factor 1%,21.846153846153843, DUD-AD,LightGBM_Ranker,rock1,Enrichment factor 5%,6.65625, DUD-AD,LightGBM_Ranker,rock1,RIE,6.738061783874313, DUD-AD,LightGBM_Ranker,rock1,AUPRC,0.30793504014674977, DUD-AD,LightGBM_Ranker,rock1,accuracy,0.514866979655712, DUD-AD,LightGBM_Ranker,rock1,F1 score,0.06906906906906907, DUD-AD,LightGBM_Ranker,rock1,recall,0.8518518518518519, DUD-AD,LightGBM_Ranker,rock1,precision,0.03599374021909233, DUD-AD,LightGBM_Ranker,rock1,MCC,0.10338155589570493, DUD-AD,RandomForest,src,AUROC,0.9182459178624444, DUD-AD,RandomForest,src,BEDROC,0.8003756461405707, DUD-AD,RandomForest,src,Enrichment factor 1%,14.72340425531915, DUD-AD,RandomForest,src,Enrichment factor 5%,12.19939209726444, DUD-AD,RandomForest,src,RIE,8.75479919399913, DUD-AD,RandomForest,src,AUPRC,0.7152677759013164, DUD-AD,RandomForest,src,accuracy,0.9530346820809249, DUD-AD,RandomForest,src,F1 score,0.4881889763779528, DUD-AD,RandomForest,src,recall,0.32978723404255317, DUD-AD,RandomForest,src,precision,0.9393939393939394, DUD-AD,RandomForest,src,MCC,0.5413292184949521, DUD-AD,LogisticRegression,src,AUROC,0.8857001484413658, DUD-AD,LogisticRegression,src,BEDROC,0.7942731507886821, DUD-AD,LogisticRegression,src,Enrichment factor 1%,14.72340425531915, DUD-AD,LogisticRegression,src,Enrichment factor 5%,11.568389057750759, DUD-AD,LogisticRegression,src,RIE,8.688047886521785, DUD-AD,LogisticRegression,src,AUPRC,0.7003970944332508, DUD-AD,LogisticRegression,src,accuracy,0.9544797687861272, DUD-AD,LogisticRegression,src,F1 score,0.5333333333333333, DUD-AD,LogisticRegression,src,recall,0.3829787234042553, DUD-AD,LogisticRegression,src,precision,0.8780487804878049, DUD-AD,LogisticRegression,src,MCC,0.5625819409986375, DUD-AD,SimilaritySearch_Mean,src,AUROC,0.7132525152564737, DUD-AD,SimilaritySearch_Mean,src,BEDROC,0.5210770780548465, DUD-AD,SimilaritySearch_Mean,src,Enrichment factor 1%,10.516717325227964, DUD-AD,SimilaritySearch_Mean,src,Enrichment factor 5%,6.941033434650456, DUD-AD,SimilaritySearch_Mean,src,RIE,5.699730157280797, DUD-AD,SimilaritySearch_Mean,src,AUPRC,0.3713309018913514, DUD-AD,SimilaritySearch_Max,src,AUROC,0.877280224311397, DUD-AD,SimilaritySearch_Max,src,BEDROC,0.7236709279768434, DUD-AD,SimilaritySearch_Max,src,Enrichment factor 1%,10.516717325227964, DUD-AD,SimilaritySearch_Max,src,Enrichment factor 5%,10.937386018237081, DUD-AD,SimilaritySearch_Max,src,RIE,7.915775166635392, DUD-AD,SimilaritySearch_Max,src,AUPRC,0.5633698696053919, DUD-AD,LightGBM_Ranker,src,AUROC,0.7848837209302326, DUD-AD,LightGBM_Ranker,src,BEDROC,0.5225993372734344, DUD-AD,LightGBM_Ranker,src,Enrichment factor 1%,8.413373860182372, DUD-AD,LightGBM_Ranker,src,Enrichment factor 5%,7.572036474164134, DUD-AD,LightGBM_Ranker,src,RIE,5.716381180722992, DUD-AD,LightGBM_Ranker,src,AUPRC,0.37488363958543575, DUD-AD,LightGBM_Ranker,src,accuracy,0.541907514450867, DUD-AD,LightGBM_Ranker,src,F1 score,0.19338422391857507, DUD-AD,LightGBM_Ranker,src,recall,0.8085106382978723, DUD-AD,LightGBM_Ranker,src,precision,0.10982658959537572, DUD-AD,LightGBM_Ranker,src,MCC,0.16655942451104977, DUD-AD,RandomForest,try1,AUROC,0.9617850297182803, DUD-AD,RandomForest,try1,BEDROC,0.9223410715292265, DUD-AD,RandomForest,try1,Enrichment factor 1%,13.928571428571429, DUD-AD,RandomForest,try1,Enrichment factor 5%,12.515527950310558, DUD-AD,RandomForest,try1,RIE,9.790594865547819, DUD-AD,RandomForest,try1,AUPRC,0.8806796350137023, DUD-AD,RandomForest,try1,accuracy,0.9677655677655678, DUD-AD,RandomForest,try1,F1 score,0.7349397590361446, DUD-AD,RandomForest,try1,recall,0.6224489795918368, DUD-AD,RandomForest,try1,precision,0.8970588235294118, DUD-AD,RandomForest,try1,MCC,0.7319959017282668, DUD-AD,LogisticRegression,try1,AUROC,0.9731005267142374, DUD-AD,LogisticRegression,try1,BEDROC,0.9157721112590277, DUD-AD,LogisticRegression,try1,Enrichment factor 1%,13.928571428571429, DUD-AD,LogisticRegression,try1,Enrichment factor 5%,12.717391304347826, DUD-AD,LogisticRegression,try1,RIE,9.720865748982902, DUD-AD,LogisticRegression,try1,AUPRC,0.8726131184081876, DUD-AD,LogisticRegression,try1,accuracy,0.967032967032967, DUD-AD,LogisticRegression,try1,F1 score,0.7204968944099379, DUD-AD,LogisticRegression,try1,recall,0.5918367346938775, DUD-AD,LogisticRegression,try1,precision,0.9206349206349206, DUD-AD,LogisticRegression,try1,MCC,0.7233058046213231, DUD-AD,SimilaritySearch_Mean,try1,AUROC,0.8986195899038384, DUD-AD,SimilaritySearch_Mean,try1,BEDROC,0.7524029131459862, DUD-AD,SimilaritySearch_Mean,try1,Enrichment factor 1%,11.938775510204081, DUD-AD,SimilaritySearch_Mean,try1,Enrichment factor 5%,10.29503105590062, DUD-AD,SimilaritySearch_Mean,try1,RIE,7.986711576971694, DUD-AD,SimilaritySearch_Mean,try1,AUPRC,0.6330213716220862, DUD-AD,SimilaritySearch_Max,try1,AUROC,0.9569527890082632, DUD-AD,SimilaritySearch_Max,try1,BEDROC,0.8619344918822223, DUD-AD,SimilaritySearch_Max,try1,Enrichment factor 1%,9.948979591836734, DUD-AD,SimilaritySearch_Max,try1,Enrichment factor 5%,12.313664596273291, DUD-AD,SimilaritySearch_Max,try1,RIE,9.149382670582547, DUD-AD,SimilaritySearch_Max,try1,AUPRC,0.7571603786665329, DUD-AD,LightGBM_Ranker,try1,AUROC,0.7909935086899795, DUD-AD,LightGBM_Ranker,try1,BEDROC,0.5731720602896744, DUD-AD,LightGBM_Ranker,try1,Enrichment factor 1%,11.938775510204081, DUD-AD,LightGBM_Ranker,try1,Enrichment factor 5%,7.065217391304349, DUD-AD,LightGBM_Ranker,try1,RIE,6.084186897755018, DUD-AD,LightGBM_Ranker,try1,AUPRC,0.43772814590928555, DUD-AD,LightGBM_Ranker,try1,accuracy,0.5501831501831502, DUD-AD,LightGBM_Ranker,try1,F1 score,0.2128205128205128, DUD-AD,LightGBM_Ranker,try1,recall,0.8469387755102041, DUD-AD,LightGBM_Ranker,try1,precision,0.1217008797653959, DUD-AD,LightGBM_Ranker,try1,MCC,0.19318169539940494, DUD-AD,RandomForest,tysy,AUROC,0.9691248735366382, DUD-AD,RandomForest,tysy,BEDROC,0.9036204903128409, DUD-AD,RandomForest,tysy,Enrichment factor 1%,58.18181818181818, DUD-AD,RandomForest,tysy,Enrichment factor 5%,18.181818181818183, DUD-AD,RandomForest,tysy,RIE,15.29353394491198, DUD-AD,RandomForest,tysy,AUPRC,0.8651572293906864, DUD-AD,RandomForest,tysy,accuracy,0.98984375, DUD-AD,RandomForest,tysy,F1 score,0.5806451612903226, DUD-AD,RandomForest,tysy,recall,0.4090909090909091, DUD-AD,RandomForest,tysy,precision,1.0, DUD-AD,RandomForest,tysy,MCC,0.6363227632556178, DUD-AD,LogisticRegression,tysy,AUROC,0.9753215782627548, DUD-AD,LogisticRegression,tysy,BEDROC,0.9043511444412372, DUD-AD,LogisticRegression,tysy,Enrichment factor 1%,53.7062937062937, DUD-AD,LogisticRegression,tysy,Enrichment factor 5%,18.181818181818183, DUD-AD,LogisticRegression,tysy,RIE,15.305900069627464, DUD-AD,LogisticRegression,tysy,AUPRC,0.8553985379971542, DUD-AD,LogisticRegression,tysy,accuracy,0.99140625, DUD-AD,LogisticRegression,tysy,F1 score,0.6666666666666666, DUD-AD,LogisticRegression,tysy,recall,0.5, DUD-AD,LogisticRegression,tysy,precision,1.0, DUD-AD,LogisticRegression,tysy,MCC,0.7040354242824732, DUD-AD,SimilaritySearch_Mean,tysy,AUROC,0.800982800982801, DUD-AD,SimilaritySearch_Mean,tysy,BEDROC,0.5086627698194048, DUD-AD,SimilaritySearch_Mean,tysy,Enrichment factor 1%,40.27972027972028, DUD-AD,SimilaritySearch_Mean,tysy,Enrichment factor 5%,9.090909090909092, DUD-AD,SimilaritySearch_Mean,tysy,RIE,8.60898069440935, DUD-AD,SimilaritySearch_Mean,tysy,AUPRC,0.41264227037683787, DUD-AD,SimilaritySearch_Max,tysy,AUROC,0.9613744760803584, DUD-AD,SimilaritySearch_Max,tysy,BEDROC,0.8748624906257253, DUD-AD,SimilaritySearch_Max,tysy,Enrichment factor 1%,53.7062937062937, DUD-AD,SimilaritySearch_Max,tysy,Enrichment factor 5%,18.181818181818183, DUD-AD,SimilaritySearch_Max,tysy,RIE,14.806812530664663, DUD-AD,SimilaritySearch_Max,tysy,AUPRC,0.8053783445834376, DUD-AD,LightGBM_Ranker,tysy,AUROC,0.7258816302933949, DUD-AD,LightGBM_Ranker,tysy,BEDROC,0.30423683475551105, DUD-AD,LightGBM_Ranker,tysy,Enrichment factor 1%,17.902097902097903, DUD-AD,LightGBM_Ranker,tysy,Enrichment factor 5%,4.545454545454546, DUD-AD,LightGBM_Ranker,tysy,RIE,5.149126695325158, DUD-AD,LightGBM_Ranker,tysy,AUPRC,0.21275186117860725, DUD-AD,LightGBM_Ranker,tysy,accuracy,0.5078125, DUD-AD,LightGBM_Ranker,tysy,F1 score,0.04833836858006042, DUD-AD,LightGBM_Ranker,tysy,recall,0.7272727272727273, DUD-AD,LightGBM_Ranker,tysy,precision,0.025, DUD-AD,LightGBM_Ranker,tysy,MCC,0.060110222985417, DUD-AD,RandomForest,urok,AUROC,0.9570036910713451, DUD-AD,RandomForest,urok,BEDROC,0.8780596039016675, DUD-AD,RandomForest,urok,Enrichment factor 1%,38.029411764705884, DUD-AD,RandomForest,urok,Enrichment factor 5%,16.966968325791854, DUD-AD,RandomForest,urok,RIE,13.65676258250426, DUD-AD,RandomForest,urok,AUPRC,0.8071495960289728, DUD-AD,RandomForest,urok,accuracy,0.9876256767208044, DUD-AD,RandomForest,urok,F1 score,0.7037037037037037, DUD-AD,RandomForest,urok,recall,0.5588235294117647, DUD-AD,RandomForest,urok,precision,0.95, DUD-AD,RandomForest,urok,MCC,0.7235692237431492, DUD-AD,LogisticRegression,urok,AUROC,0.963906928935196, DUD-AD,LogisticRegression,urok,BEDROC,0.8855469314781778, DUD-AD,LogisticRegression,urok,Enrichment factor 1%,38.029411764705884, DUD-AD,LogisticRegression,urok,Enrichment factor 5%,17.55203619909502, DUD-AD,LogisticRegression,urok,RIE,13.773215559306008, DUD-AD,LogisticRegression,urok,AUPRC,0.8258272816066243, DUD-AD,LogisticRegression,urok,accuracy,0.9891724671307038, DUD-AD,LogisticRegression,urok,F1 score,0.75, DUD-AD,LogisticRegression,urok,recall,0.6176470588235294, DUD-AD,LogisticRegression,urok,precision,0.9545454545454546, DUD-AD,LogisticRegression,urok,MCC,0.763219982657793, DUD-AD,SimilaritySearch_Mean,urok,AUROC,0.9238891744148017, DUD-AD,SimilaritySearch_Mean,urok,BEDROC,0.7163323077854924, DUD-AD,SimilaritySearch_Mean,urok,Enrichment factor 1%,26.328054298642535, DUD-AD,SimilaritySearch_Mean,urok,Enrichment factor 5%,14.041628959276018, DUD-AD,SimilaritySearch_Mean,urok,RIE,11.141362411966467, DUD-AD,SimilaritySearch_Mean,urok,AUPRC,0.5322336469524482, DUD-AD,SimilaritySearch_Max,urok,AUROC,0.9596902303415409, DUD-AD,SimilaritySearch_Max,urok,BEDROC,0.8510590725703985, DUD-AD,SimilaritySearch_Max,urok,Enrichment factor 1%,35.10407239819004, DUD-AD,SimilaritySearch_Max,urok,Enrichment factor 5%,16.966968325791854, DUD-AD,SimilaritySearch_Max,urok,RIE,13.236814047245886, DUD-AD,SimilaritySearch_Max,urok,AUPRC,0.7210994252127365, DUD-AD,LightGBM_Ranker,urok,AUROC,0.8695276363126664, DUD-AD,LightGBM_Ranker,urok,BEDROC,0.6769483668859473, DUD-AD,LightGBM_Ranker,urok,Enrichment factor 1%,32.178733031674206, DUD-AD,LightGBM_Ranker,urok,Enrichment factor 5%,12.871493212669682, DUD-AD,LightGBM_Ranker,urok,RIE,10.528810455468024, DUD-AD,LightGBM_Ranker,urok,AUPRC,0.5486344645549416, DUD-AD,LightGBM_Ranker,urok,accuracy,0.5204949729311679, DUD-AD,LightGBM_Ranker,urok,F1 score,0.08823529411764706, DUD-AD,LightGBM_Ranker,urok,recall,0.8823529411764706, DUD-AD,LightGBM_Ranker,urok,precision,0.04643962848297214, DUD-AD,LightGBM_Ranker,urok,MCC,0.12579406795966813, DUD-AD,RandomForest,vgfr2,AUROC,0.9658216562978468, DUD-AD,RandomForest,vgfr2,BEDROC,0.8692114206488322, DUD-AD,RandomForest,vgfr2,Enrichment factor 1%,16.728395061728396, DUD-AD,RandomForest,vgfr2,Enrichment factor 5%,13.776325344952797, DUD-AD,RandomForest,vgfr2,RIE,10.141558305137623, DUD-AD,RandomForest,vgfr2,AUPRC,0.8105524034205649, DUD-AD,RandomForest,vgfr2,accuracy,0.9616236162361623, DUD-AD,RandomForest,vgfr2,F1 score,0.5357142857142857, DUD-AD,RandomForest,vgfr2,recall,0.37037037037037035, DUD-AD,RandomForest,vgfr2,precision,0.967741935483871, DUD-AD,RandomForest,vgfr2,MCC,0.5860264779123723, DUD-AD,LogisticRegression,vgfr2,AUROC,0.954260906641859, DUD-AD,LogisticRegression,vgfr2,BEDROC,0.8371664819800594, DUD-AD,LogisticRegression,vgfr2,Enrichment factor 1%,16.728395061728396, DUD-AD,LogisticRegression,vgfr2,Enrichment factor 5%,13.038307915758894, DUD-AD,LogisticRegression,vgfr2,RIE,9.767672730665955, DUD-AD,LogisticRegression,vgfr2,AUPRC,0.7608159830599227, DUD-AD,LogisticRegression,vgfr2,accuracy,0.9623616236162361, DUD-AD,LogisticRegression,vgfr2,F1 score,0.5984251968503937, DUD-AD,LogisticRegression,vgfr2,recall,0.4691358024691358, DUD-AD,LogisticRegression,vgfr2,precision,0.8260869565217391, DUD-AD,LogisticRegression,vgfr2,MCC,0.6059331697417052, DUD-AD,SimilaritySearch_Mean,vgfr2,AUROC,0.8198054150435102, DUD-AD,SimilaritySearch_Mean,vgfr2,BEDROC,0.39484190341055986, DUD-AD,SimilaritySearch_Mean,vgfr2,Enrichment factor 1%,8.364197530864198, DUD-AD,SimilaritySearch_Mean,vgfr2,Enrichment factor 5%,4.920116194625998, DUD-AD,SimilaritySearch_Mean,vgfr2,RIE,4.606833420882721, DUD-AD,SimilaritySearch_Mean,vgfr2,AUPRC,0.26564378973818237, DUD-AD,SimilaritySearch_Max,vgfr2,AUROC,0.9418425489854061, DUD-AD,SimilaritySearch_Max,vgfr2,BEDROC,0.7618818749788823, DUD-AD,SimilaritySearch_Max,vgfr2,Enrichment factor 1%,9.559082892416226, DUD-AD,SimilaritySearch_Max,vgfr2,Enrichment factor 5%,12.546296296296296, DUD-AD,SimilaritySearch_Max,vgfr2,RIE,8.889286635799175, DUD-AD,SimilaritySearch_Max,vgfr2,AUPRC,0.5980341261125296, DUD-AD,LightGBM_Ranker,vgfr2,AUROC,0.7853654282225712, DUD-AD,LightGBM_Ranker,vgfr2,BEDROC,0.4021498352826124, DUD-AD,LightGBM_Ranker,vgfr2,Enrichment factor 1%,9.559082892416226, DUD-AD,LightGBM_Ranker,vgfr2,Enrichment factor 5%,5.412127814088598, DUD-AD,LightGBM_Ranker,vgfr2,RIE,4.692099001648047, DUD-AD,LightGBM_Ranker,vgfr2,AUPRC,0.2883743447961056, DUD-AD,LightGBM_Ranker,vgfr2,accuracy,0.5468634686346864, DUD-AD,LightGBM_Ranker,vgfr2,F1 score,0.18997361477572558, DUD-AD,LightGBM_Ranker,vgfr2,recall,0.8888888888888888, DUD-AD,LightGBM_Ranker,vgfr2,precision,0.10635155096011817, DUD-AD,LightGBM_Ranker,vgfr2,MCC,0.19630227665322503, Dekois,RandomForest,17betaHSD1,AUROC,0.9829508196721312, Dekois,RandomForest,17betaHSD1,BEDROC,0.8344238692794165, Dekois,RandomForest,17betaHSD1,Enrichment factor 1%,46.5, Dekois,RandomForest,17betaHSD1,Enrichment factor 5%,15.5, Dekois,RandomForest,17betaHSD1,RIE,14.264303992542777, Dekois,RandomForest,17betaHSD1,AUPRC,0.7487684729064039, Dekois,RandomForest,17betaHSD1,accuracy,0.9870967741935484, Dekois,RandomForest,17betaHSD1,F1 score,0.3333333333333333, Dekois,RandomForest,17betaHSD1,recall,0.2, Dekois,RandomForest,17betaHSD1,precision,1.0, Dekois,RandomForest,17betaHSD1,MCC,0.44430958040115, Dekois,LogisticRegression,17betaHSD1,AUROC,0.9554098360655738, Dekois,LogisticRegression,17betaHSD1,BEDROC,0.8155962053431373, Dekois,LogisticRegression,17betaHSD1,Enrichment factor 1%,46.5, Dekois,LogisticRegression,17betaHSD1,Enrichment factor 5%,15.5, Dekois,LogisticRegression,17betaHSD1,RIE,13.942448960791937, Dekois,LogisticRegression,17betaHSD1,AUPRC,0.7738888888888888, Dekois,LogisticRegression,17betaHSD1,accuracy,0.9838709677419355, Dekois,LogisticRegression,17betaHSD1,F1 score,0.0, Dekois,LogisticRegression,17betaHSD1,recall,0.0, Dekois,LogisticRegression,17betaHSD1,precision,0.0, Dekois,LogisticRegression,17betaHSD1,MCC,0.0, Dekois,SimilaritySearch_Mean,17betaHSD1,AUROC,0.9363934426229508, Dekois,SimilaritySearch_Mean,17betaHSD1,BEDROC,0.6447761975491098, Dekois,SimilaritySearch_Mean,17betaHSD1,Enrichment factor 1%,31.0, Dekois,SimilaritySearch_Mean,17betaHSD1,Enrichment factor 5%,11.625, Dekois,SimilaritySearch_Mean,17betaHSD1,RIE,11.022316159489643, Dekois,SimilaritySearch_Mean,17betaHSD1,AUPRC,0.5419047619047619, Dekois,SimilaritySearch_Max,17betaHSD1,AUROC,0.9291803278688525, Dekois,SimilaritySearch_Max,17betaHSD1,BEDROC,0.7569942995804989, Dekois,SimilaritySearch_Max,17betaHSD1,Enrichment factor 1%,46.5, Dekois,SimilaritySearch_Max,17betaHSD1,Enrichment factor 5%,15.5, Dekois,SimilaritySearch_Max,17betaHSD1,RIE,12.940661468529047, Dekois,SimilaritySearch_Max,17betaHSD1,AUPRC,0.5926791277258567, Dekois,LightGBM_Ranker,17betaHSD1,AUROC,0.9527868852459016, Dekois,LightGBM_Ranker,17betaHSD1,BEDROC,0.675913116246418, Dekois,LightGBM_Ranker,17betaHSD1,Enrichment factor 1%,46.5, Dekois,LightGBM_Ranker,17betaHSD1,Enrichment factor 5%,11.625, Dekois,LightGBM_Ranker,17betaHSD1,RIE,11.55459536257414, Dekois,LightGBM_Ranker,17betaHSD1,AUPRC,0.6445962732919255, Dekois,LightGBM_Ranker,17betaHSD1,accuracy,0.5161290322580645, Dekois,LightGBM_Ranker,17betaHSD1,F1 score,0.0625, Dekois,LightGBM_Ranker,17betaHSD1,recall,1.0, Dekois,LightGBM_Ranker,17betaHSD1,precision,0.03225806451612903, Dekois,LightGBM_Ranker,17betaHSD1,MCC,0.12803687993289598, Dekois,RandomForest,A2A,AUROC,0.9397371364653244, Dekois,RandomForest,A2A,BEDROC,0.784364331260153, Dekois,RandomForest,A2A,Enrichment factor 1%,25.833333333333332, Dekois,RandomForest,A2A,Enrichment factor 5%,14.53125, Dekois,RandomForest,A2A,RIE,10.92009056022791, Dekois,RandomForest,A2A,AUPRC,0.7003862769167931, Dekois,RandomForest,A2A,accuracy,0.964516129032258, Dekois,RandomForest,A2A,F1 score,0.15384615384615385, Dekois,RandomForest,A2A,recall,0.08333333333333333, Dekois,RandomForest,A2A,precision,1.0, Dekois,RandomForest,A2A,MCC,0.28349034294228054, Dekois,LogisticRegression,A2A,AUROC,0.9527404921700224, Dekois,LogisticRegression,A2A,BEDROC,0.7825771165977466, Dekois,LogisticRegression,A2A,Enrichment factor 1%,25.833333333333332, Dekois,LogisticRegression,A2A,Enrichment factor 5%,14.53125, Dekois,LogisticRegression,A2A,RIE,10.895208569710238, Dekois,LogisticRegression,A2A,AUPRC,0.7261653151598805, Dekois,LogisticRegression,A2A,accuracy,0.9612903225806452, Dekois,LogisticRegression,A2A,F1 score,0.0, Dekois,LogisticRegression,A2A,recall,0.0, Dekois,LogisticRegression,A2A,precision,0.0, Dekois,LogisticRegression,A2A,MCC,0.0, Dekois,SimilaritySearch_Mean,A2A,AUROC,0.9401565995525727, Dekois,SimilaritySearch_Mean,A2A,BEDROC,0.6273336687506829, Dekois,SimilaritySearch_Mean,A2A,Enrichment factor 1%,19.375, Dekois,SimilaritySearch_Mean,A2A,Enrichment factor 5%,11.302083333333334, Dekois,SimilaritySearch_Mean,A2A,RIE,8.733875586877502, Dekois,SimilaritySearch_Mean,A2A,AUPRC,0.5168998506282989, Dekois,SimilaritySearch_Max,A2A,AUROC,0.946728187919463, Dekois,SimilaritySearch_Max,A2A,BEDROC,0.6287950229130245, Dekois,SimilaritySearch_Max,A2A,Enrichment factor 1%,12.916666666666666, Dekois,SimilaritySearch_Max,A2A,Enrichment factor 5%,12.916666666666666, Dekois,SimilaritySearch_Max,A2A,RIE,8.754220876771994, Dekois,SimilaritySearch_Max,A2A,AUPRC,0.4568023594339383, Dekois,LightGBM_Ranker,A2A,AUROC,0.9619686800894856, Dekois,LightGBM_Ranker,A2A,BEDROC,0.7958402748422397, Dekois,LightGBM_Ranker,A2A,Enrichment factor 1%,19.375, Dekois,LightGBM_Ranker,A2A,Enrichment factor 5%,14.53125, Dekois,LightGBM_Ranker,A2A,RIE,11.079861138098135, Dekois,LightGBM_Ranker,A2A,AUPRC,0.7035202311258668, Dekois,LightGBM_Ranker,A2A,accuracy,0.5387096774193548, Dekois,LightGBM_Ranker,A2A,F1 score,0.1437125748502994, Dekois,LightGBM_Ranker,A2A,recall,1.0, Dekois,LightGBM_Ranker,A2A,precision,0.07741935483870968, Dekois,LightGBM_Ranker,A2A,MCC,0.20067001862719533, Dekois,RandomForest,ADRB2,AUROC,0.9516426725729051, Dekois,RandomForest,ADRB2,BEDROC,0.9153694352736077, Dekois,RandomForest,ADRB2,Enrichment factor 1%,34.44444444444444, Dekois,RandomForest,ADRB2,Enrichment factor 5%,17.22222222222222, Dekois,RandomForest,ADRB2,RIE,13.887522327423932, Dekois,RandomForest,ADRB2,AUPRC,0.8956916099773244, Dekois,RandomForest,ADRB2,accuracy,0.9806451612903225, Dekois,RandomForest,ADRB2,F1 score,0.5, Dekois,RandomForest,ADRB2,recall,0.3333333333333333, Dekois,RandomForest,ADRB2,precision,1.0, Dekois,RandomForest,ADRB2,MCC,0.5716805710822062, Dekois,LogisticRegression,ADRB2,AUROC,0.994093761535622, Dekois,LogisticRegression,ADRB2,BEDROC,0.9454967046234151, Dekois,LogisticRegression,ADRB2,Enrichment factor 1%,34.44444444444444, Dekois,LogisticRegression,ADRB2,Enrichment factor 5%,17.22222222222222, Dekois,LogisticRegression,ADRB2,RIE,14.34459802599255, Dekois,LogisticRegression,ADRB2,AUPRC,0.9288888888888891, Dekois,LogisticRegression,ADRB2,accuracy,0.9838709677419355, Dekois,LogisticRegression,ADRB2,F1 score,0.6153846153846154, Dekois,LogisticRegression,ADRB2,recall,0.4444444444444444, Dekois,LogisticRegression,ADRB2,precision,1.0, Dekois,LogisticRegression,ADRB2,MCC,0.6611976106426393, Dekois,SimilaritySearch_Mean,ADRB2,AUROC,0.8951642672572905, Dekois,SimilaritySearch_Mean,ADRB2,BEDROC,0.8149309963215001, Dekois,SimilaritySearch_Mean,ADRB2,Enrichment factor 1%,34.44444444444444, Dekois,SimilaritySearch_Mean,ADRB2,Enrichment factor 5%,15.069444444444445, Dekois,SimilaritySearch_Mean,ADRB2,RIE,12.36372111218138, Dekois,SimilaritySearch_Mean,ADRB2,AUPRC,0.7699919464807036, Dekois,SimilaritySearch_Max,ADRB2,AUROC,0.9697305278700628, Dekois,SimilaritySearch_Max,ADRB2,BEDROC,0.915796163871311, Dekois,SimilaritySearch_Max,ADRB2,Enrichment factor 1%,34.44444444444444, Dekois,SimilaritySearch_Max,ADRB2,Enrichment factor 5%,17.22222222222222, Dekois,SimilaritySearch_Max,ADRB2,RIE,13.893996437959133, Dekois,SimilaritySearch_Max,ADRB2,AUPRC,0.8997584541062802, Dekois,LightGBM_Ranker,ADRB2,AUROC,0.9483204134366926, Dekois,LightGBM_Ranker,ADRB2,BEDROC,0.8430886167255124, Dekois,LightGBM_Ranker,ADRB2,Enrichment factor 1%,34.44444444444444, Dekois,LightGBM_Ranker,ADRB2,Enrichment factor 5%,15.069444444444445, Dekois,LightGBM_Ranker,ADRB2,RIE,12.790914292776627, Dekois,LightGBM_Ranker,ADRB2,AUPRC,0.812778320842837, Dekois,LightGBM_Ranker,ADRB2,accuracy,0.5290322580645161, Dekois,LightGBM_Ranker,ADRB2,F1 score,0.10975609756097561, Dekois,LightGBM_Ranker,ADRB2,recall,1.0, Dekois,LightGBM_Ranker,ADRB2,precision,0.05806451612903226, Dekois,LightGBM_Ranker,ADRB2,MCC,0.1729171253112705, Dekois,RandomForest,AKT1,AUROC,0.9163333333333334, Dekois,RandomForest,AKT1,BEDROC,0.8844907622010955, Dekois,RandomForest,AKT1,Enrichment factor 1%,23.25, Dekois,RandomForest,AKT1,Enrichment factor 5%,17.4375, Dekois,RandomForest,AKT1,RIE,13.035699445786783, Dekois,RandomForest,AKT1,AUPRC,0.7942679255610291, Dekois,RandomForest,AKT1,accuracy,0.9741935483870968, Dekois,RandomForest,AKT1,F1 score,0.3333333333333333, Dekois,RandomForest,AKT1,recall,0.2, Dekois,RandomForest,AKT1,precision,1.0, Dekois,RandomForest,AKT1,MCC,0.44136741475237473, Dekois,LogisticRegression,AKT1,AUROC,0.9383333333333332, Dekois,LogisticRegression,AKT1,BEDROC,0.8895728813551271, Dekois,LogisticRegression,AKT1,Enrichment factor 1%,31.0, Dekois,LogisticRegression,AKT1,Enrichment factor 5%,17.4375, Dekois,LogisticRegression,AKT1,RIE,13.110600146140591, Dekois,LogisticRegression,AKT1,AUPRC,0.8257556568726782, Dekois,LogisticRegression,AKT1,accuracy,0.9774193548387097, Dekois,LogisticRegression,AKT1,F1 score,0.5333333333333333, Dekois,LogisticRegression,AKT1,recall,0.4, Dekois,LogisticRegression,AKT1,precision,0.8, Dekois,LogisticRegression,AKT1,MCC,0.5563542528324995, Dekois,SimilaritySearch_Mean,AKT1,AUROC,0.9116666666666666, Dekois,SimilaritySearch_Mean,AKT1,BEDROC,0.7815664776406909, Dekois,SimilaritySearch_Mean,AKT1,Enrichment factor 1%,31.0, Dekois,SimilaritySearch_Mean,AKT1,Enrichment factor 5%,13.5625, Dekois,SimilaritySearch_Mean,AKT1,RIE,11.518792666678054, Dekois,SimilaritySearch_Mean,AKT1,AUPRC,0.7296842810604277, Dekois,SimilaritySearch_Max,AKT1,AUROC,0.9195, Dekois,SimilaritySearch_Max,AKT1,BEDROC,0.8685820473219165, Dekois,SimilaritySearch_Max,AKT1,Enrichment factor 1%,23.25, Dekois,SimilaritySearch_Max,AKT1,Enrichment factor 5%,17.4375, Dekois,SimilaritySearch_Max,AKT1,RIE,12.801235465296623, Dekois,SimilaritySearch_Max,AKT1,AUPRC,0.7112015352589123, Dekois,LightGBM_Ranker,AKT1,AUROC,0.9076666666666667, Dekois,LightGBM_Ranker,AKT1,BEDROC,0.8262079264890032, Dekois,LightGBM_Ranker,AKT1,Enrichment factor 1%,31.0, Dekois,LightGBM_Ranker,AKT1,Enrichment factor 5%,17.4375, Dekois,LightGBM_Ranker,AKT1,RIE,12.176722101664785, Dekois,LightGBM_Ranker,AKT1,AUPRC,0.7383569182389937, Dekois,LightGBM_Ranker,AKT1,accuracy,0.5258064516129032, Dekois,LightGBM_Ranker,AKT1,F1 score,0.10909090909090909, Dekois,LightGBM_Ranker,AKT1,recall,0.9, Dekois,LightGBM_Ranker,AKT1,precision,0.05806451612903226, Dekois,LightGBM_Ranker,AKT1,MCC,0.1460593486680443, Dekois,RandomForest,ALR2,AUROC,0.9991830065359477, Dekois,RandomForest,ALR2,BEDROC,0.9858578155115907, Dekois,RandomForest,ALR2,Enrichment factor 1%,58.125, Dekois,RandomForest,ALR2,Enrichment factor 5%,19.375, Dekois,RandomForest,ALR2,RIE,17.378437756555318, Dekois,RandomForest,ALR2,AUPRC,0.95, Dekois,RandomForest,ALR2,accuracy,0.9967741935483871, Dekois,RandomForest,ALR2,F1 score,0.8571428571428571, Dekois,RandomForest,ALR2,recall,0.75, Dekois,RandomForest,ALR2,precision,1.0, Dekois,RandomForest,ALR2,MCC,0.8646137884959556, Dekois,LogisticRegression,ALR2,AUROC,1.0, Dekois,LogisticRegression,ALR2,BEDROC,1.0000000000000004, Dekois,LogisticRegression,ALR2,Enrichment factor 1%,77.5, Dekois,LogisticRegression,ALR2,Enrichment factor 5%,19.375, Dekois,LogisticRegression,ALR2,RIE,17.627732399597626, Dekois,LogisticRegression,ALR2,AUPRC,1.0, Dekois,LogisticRegression,ALR2,accuracy,0.9935483870967742, Dekois,LogisticRegression,ALR2,F1 score,0.6666666666666666, Dekois,LogisticRegression,ALR2,recall,0.5, Dekois,LogisticRegression,ALR2,precision,1.0, Dekois,LogisticRegression,ALR2,MCC,0.7048072408490471, Dekois,SimilaritySearch_Mean,ALR2,AUROC,1.0, Dekois,SimilaritySearch_Mean,ALR2,BEDROC,1.0000000000000004, Dekois,SimilaritySearch_Mean,ALR2,Enrichment factor 1%,77.5, Dekois,SimilaritySearch_Mean,ALR2,Enrichment factor 5%,19.375, Dekois,SimilaritySearch_Mean,ALR2,RIE,17.627732399597626, Dekois,SimilaritySearch_Mean,ALR2,AUPRC,1.0, Dekois,SimilaritySearch_Max,ALR2,AUROC,0.9934640522875816, Dekois,SimilaritySearch_Max,ALR2,BEDROC,0.908741255600821, Dekois,SimilaritySearch_Max,ALR2,Enrichment factor 1%,58.125, Dekois,SimilaritySearch_Max,ALR2,Enrichment factor 5%,19.375, Dekois,SimilaritySearch_Max,ALR2,RIE,16.01904767849759, Dekois,SimilaritySearch_Max,ALR2,AUPRC,0.8333333333333334, Dekois,LightGBM_Ranker,ALR2,AUROC,0.9967320261437909, Dekois,LightGBM_Ranker,ALR2,BEDROC,0.9433723771741868, Dekois,LightGBM_Ranker,ALR2,Enrichment factor 1%,38.75, Dekois,LightGBM_Ranker,ALR2,Enrichment factor 5%,19.375, Dekois,LightGBM_Ranker,ALR2,RIE,16.629515820662082, Dekois,LightGBM_Ranker,ALR2,AUPRC,0.8166666666666667, Dekois,LightGBM_Ranker,ALR2,accuracy,0.5129032258064516, Dekois,LightGBM_Ranker,ALR2,F1 score,0.050314465408805034, Dekois,LightGBM_Ranker,ALR2,recall,1.0, Dekois,LightGBM_Ranker,ALR2,precision,0.025806451612903226, Dekois,LightGBM_Ranker,ALR2,MCC,0.1143323900950059, Dekois,RandomForest,AR,AUROC,0.9723333333333334, Dekois,RandomForest,AR,BEDROC,0.8957588572164896, Dekois,RandomForest,AR,Enrichment factor 1%,31.0, Dekois,RandomForest,AR,Enrichment factor 5%,15.5, Dekois,RandomForest,AR,RIE,13.201769579667202, Dekois,RandomForest,AR,AUPRC,0.8609890109890109, Dekois,RandomForest,AR,accuracy,0.9741935483870968, Dekois,RandomForest,AR,F1 score,0.3333333333333333, Dekois,RandomForest,AR,recall,0.2, Dekois,RandomForest,AR,precision,1.0, Dekois,RandomForest,AR,MCC,0.44136741475237473, Dekois,LogisticRegression,AR,AUROC,0.9303333333333333, Dekois,LogisticRegression,AR,BEDROC,0.8658189707354313, Dekois,LogisticRegression,AR,Enrichment factor 1%,31.0, Dekois,LogisticRegression,AR,Enrichment factor 5%,15.5, Dekois,LogisticRegression,AR,RIE,12.760513009725157, Dekois,LogisticRegression,AR,AUPRC,0.8332270408163264, Dekois,LogisticRegression,AR,accuracy,0.9838709677419355, Dekois,LogisticRegression,AR,F1 score,0.6666666666666666, Dekois,LogisticRegression,AR,recall,0.5, Dekois,LogisticRegression,AR,precision,1.0, Dekois,LogisticRegression,AR,MCC,0.7012868733182767, Dekois,SimilaritySearch_Mean,AR,AUROC,0.858, Dekois,SimilaritySearch_Mean,AR,BEDROC,0.7536934525242184, Dekois,SimilaritySearch_Mean,AR,Enrichment factor 1%,31.0, Dekois,SimilaritySearch_Mean,AR,Enrichment factor 5%,13.5625, Dekois,SimilaritySearch_Mean,AR,RIE,11.107997673698227, Dekois,SimilaritySearch_Mean,AR,AUPRC,0.6683256217466744, Dekois,SimilaritySearch_Max,AR,AUROC,0.9616666666666667, Dekois,SimilaritySearch_Max,AR,BEDROC,0.8365319731275366, Dekois,SimilaritySearch_Max,AR,Enrichment factor 1%,31.0, Dekois,SimilaritySearch_Max,AR,Enrichment factor 5%,15.5, Dekois,SimilaritySearch_Max,AR,RIE,12.32887877101365, Dekois,SimilaritySearch_Max,AR,AUPRC,0.7965088826554465, Dekois,LightGBM_Ranker,AR,AUROC,0.8910000000000001, Dekois,LightGBM_Ranker,AR,BEDROC,0.8235694706667316, Dekois,LightGBM_Ranker,AR,Enrichment factor 1%,31.0, Dekois,LightGBM_Ranker,AR,Enrichment factor 5%,15.5, Dekois,LightGBM_Ranker,AR,RIE,12.137836317417882, Dekois,LightGBM_Ranker,AR,AUPRC,0.7668513858934419, Dekois,LightGBM_Ranker,AR,accuracy,0.5258064516129032, Dekois,LightGBM_Ranker,AR,F1 score,0.10909090909090909, Dekois,LightGBM_Ranker,AR,recall,0.9, Dekois,LightGBM_Ranker,AR,precision,0.05806451612903226, Dekois,LightGBM_Ranker,AR,MCC,0.1460593486680443, Dekois,RandomForest,AURKA,AUROC,0.9856666666666667, Dekois,RandomForest,AURKA,BEDROC,0.8816836579575443, Dekois,RandomForest,AURKA,Enrichment factor 1%,31.0, Dekois,RandomForest,AURKA,Enrichment factor 5%,17.4375, Dekois,RandomForest,AURKA,RIE,12.994328106895342, Dekois,RandomForest,AURKA,AUPRC,0.8157008688985432, Dekois,RandomForest,AURKA,accuracy,0.9774193548387097, Dekois,RandomForest,AURKA,F1 score,0.46153846153846156, Dekois,RandomForest,AURKA,recall,0.3, Dekois,RandomForest,AURKA,precision,1.0, Dekois,RandomForest,AURKA,MCC,0.5414421567633252, Dekois,LogisticRegression,AURKA,AUROC,0.9963333333333334, Dekois,LogisticRegression,AURKA,BEDROC,0.9554379452535308, Dekois,LogisticRegression,AURKA,Enrichment factor 1%,31.0, Dekois,LogisticRegression,AURKA,Enrichment factor 5%,17.4375, Dekois,LogisticRegression,AURKA,RIE,14.081325008214147, Dekois,LogisticRegression,AURKA,AUPRC,0.9280542986425339, Dekois,LogisticRegression,AURKA,accuracy,0.9903225806451613, Dekois,LogisticRegression,AURKA,F1 score,0.8421052631578947, Dekois,LogisticRegression,AURKA,recall,0.8, Dekois,LogisticRegression,AURKA,precision,0.8888888888888888, Dekois,LogisticRegression,AURKA,MCC,0.8383642895093095, Dekois,SimilaritySearch_Mean,AURKA,AUROC,0.9736666666666667, Dekois,SimilaritySearch_Mean,AURKA,BEDROC,0.7991946887940616, Dekois,SimilaritySearch_Mean,AURKA,Enrichment factor 1%,31.0, Dekois,SimilaritySearch_Mean,AURKA,Enrichment factor 5%,13.5625, Dekois,SimilaritySearch_Mean,AURKA,RIE,11.778598728156332, Dekois,SimilaritySearch_Mean,AURKA,AUPRC,0.7419413919413919, Dekois,SimilaritySearch_Max,AURKA,AUROC,0.989, Dekois,SimilaritySearch_Max,AURKA,BEDROC,0.8740746198641143, Dekois,SimilaritySearch_Max,AURKA,Enrichment factor 1%,23.25, Dekois,SimilaritySearch_Max,AURKA,Enrichment factor 5%,17.4375, Dekois,SimilaritySearch_Max,AURKA,RIE,12.882185462273444, Dekois,SimilaritySearch_Max,AURKA,AUPRC,0.7857142857142856, Dekois,LightGBM_Ranker,AURKA,AUROC,0.9896666666666667, Dekois,LightGBM_Ranker,AURKA,BEDROC,0.8646814068816562, Dekois,LightGBM_Ranker,AURKA,Enrichment factor 1%,23.25, Dekois,LightGBM_Ranker,AURKA,Enrichment factor 5%,17.4375, Dekois,LightGBM_Ranker,AURKA,RIE,12.743747497787613, Dekois,LightGBM_Ranker,AURKA,AUPRC,0.745601276742581, Dekois,LightGBM_Ranker,AURKA,accuracy,0.532258064516129, Dekois,LightGBM_Ranker,AURKA,F1 score,0.12121212121212122, Dekois,LightGBM_Ranker,AURKA,recall,1.0, Dekois,LightGBM_Ranker,AURKA,precision,0.06451612903225806, Dekois,LightGBM_Ranker,AURKA,MCC,0.18257418583505536, Dekois,RandomForest,AURKB,AUROC,0.9966555183946488, Dekois,RandomForest,AURKB,BEDROC,0.9548689076914858, Dekois,RandomForest,AURKB,Enrichment factor 1%,28.181818181818183, Dekois,RandomForest,AURKB,Enrichment factor 5%,19.375, Dekois,RandomForest,AURKB,RIE,13.675556696092011, Dekois,RandomForest,AURKB,AUPRC,0.9200678109769018, Dekois,RandomForest,AURKB,accuracy,0.967741935483871, Dekois,RandomForest,AURKB,F1 score,0.16666666666666666, Dekois,RandomForest,AURKB,recall,0.09090909090909091, Dekois,RandomForest,AURKB,precision,1.0, Dekois,RandomForest,AURKB,MCC,0.29659239560733464, Dekois,LogisticRegression,AURKB,AUROC,0.9917908178777745, Dekois,LogisticRegression,AURKB,BEDROC,0.9276163500880961, Dekois,LogisticRegression,AURKB,Enrichment factor 1%,28.181818181818183, Dekois,LogisticRegression,AURKB,Enrichment factor 5%,17.613636363636363, Dekois,LogisticRegression,AURKB,RIE,13.285247731185077, Dekois,LogisticRegression,AURKB,AUPRC,0.8978379574970485, Dekois,LogisticRegression,AURKB,accuracy,0.9806451612903225, Dekois,LogisticRegression,AURKB,F1 score,0.625, Dekois,LogisticRegression,AURKB,recall,0.45454545454545453, Dekois,LogisticRegression,AURKB,precision,1.0, Dekois,LogisticRegression,AURKB,MCC,0.6675354498085609, Dekois,SimilaritySearch_Mean,AURKB,AUROC,0.9096989966555185, Dekois,SimilaritySearch_Mean,AURKB,BEDROC,0.7340443182226812, Dekois,SimilaritySearch_Mean,AURKB,Enrichment factor 1%,21.136363636363637, Dekois,SimilaritySearch_Mean,AURKB,Enrichment factor 5%,12.329545454545455, Dekois,SimilaritySearch_Mean,AURKB,RIE,10.512924469205267, Dekois,SimilaritySearch_Mean,AURKB,AUPRC,0.642718046313748, Dekois,SimilaritySearch_Max,AURKB,AUROC,0.9966555183946488, Dekois,SimilaritySearch_Max,AURKB,BEDROC,0.953528447824801, Dekois,SimilaritySearch_Max,AURKB,Enrichment factor 1%,28.181818181818183, Dekois,SimilaritySearch_Max,AURKB,Enrichment factor 5%,19.375, Dekois,SimilaritySearch_Max,AURKB,RIE,13.656358736374646, Dekois,SimilaritySearch_Max,AURKB,AUPRC,0.9153485403485404, Dekois,LightGBM_Ranker,AURKB,AUROC,0.9796290665855883, Dekois,LightGBM_Ranker,AURKB,BEDROC,0.8487414348041112, Dekois,LightGBM_Ranker,AURKB,Enrichment factor 1%,21.136363636363637, Dekois,LightGBM_Ranker,AURKB,Enrichment factor 5%,15.852272727272727, Dekois,LightGBM_Ranker,AURKB,RIE,12.155607460732625, Dekois,LightGBM_Ranker,AURKB,AUPRC,0.7556601500820568, Dekois,LightGBM_Ranker,AURKB,accuracy,0.535483870967742, Dekois,LightGBM_Ranker,AURKB,F1 score,0.13253012048192772, Dekois,LightGBM_Ranker,AURKB,recall,1.0, Dekois,LightGBM_Ranker,AURKB,precision,0.07096774193548387, Dekois,LightGBM_Ranker,AURKB,MCC,0.19180536399919287, Dekois,RandomForest,BCL2,AUROC,0.6750819672131148, Dekois,RandomForest,BCL2,BEDROC,0.4394337938724012, Dekois,RandomForest,BCL2,Enrichment factor 1%,31.0, Dekois,RandomForest,BCL2,Enrichment factor 5%,7.75, Dekois,RandomForest,BCL2,RIE,7.512030120879718, Dekois,RandomForest,BCL2,AUPRC,0.41365298087739033, Dekois,RandomForest,BCL2,accuracy,0.9903225806451613, Dekois,RandomForest,BCL2,F1 score,0.5714285714285714, Dekois,RandomForest,BCL2,recall,0.4, Dekois,RandomForest,BCL2,precision,1.0, Dekois,RandomForest,BCL2,MCC,0.6293678543617366, Dekois,LogisticRegression,BCL2,AUROC,0.8773770491803279, Dekois,LogisticRegression,BCL2,BEDROC,0.511491829471084, Dekois,LogisticRegression,BCL2,Enrichment factor 1%,31.0, Dekois,LogisticRegression,BCL2,Enrichment factor 5%,7.75, Dekois,LogisticRegression,BCL2,RIE,8.743847377338588, Dekois,LogisticRegression,BCL2,AUPRC,0.4515195708221569, Dekois,LogisticRegression,BCL2,accuracy,0.9903225806451613, Dekois,LogisticRegression,BCL2,F1 score,0.5714285714285714, Dekois,LogisticRegression,BCL2,recall,0.4, Dekois,LogisticRegression,BCL2,precision,1.0, Dekois,LogisticRegression,BCL2,MCC,0.6293678543617366, Dekois,SimilaritySearch_Mean,BCL2,AUROC,0.5016393442622951, Dekois,SimilaritySearch_Mean,BCL2,BEDROC,0.4390446189291835, Dekois,SimilaritySearch_Mean,BCL2,Enrichment factor 1%,31.0, Dekois,SimilaritySearch_Mean,BCL2,Enrichment factor 5%,7.75, Dekois,SimilaritySearch_Mean,BCL2,RIE,7.505377255493449, Dekois,SimilaritySearch_Mean,BCL2,AUPRC,0.40924763048242296, Dekois,SimilaritySearch_Max,BCL2,AUROC,0.5150819672131147, Dekois,SimilaritySearch_Max,BCL2,BEDROC,0.4390539631907287, Dekois,SimilaritySearch_Max,BCL2,Enrichment factor 1%,31.0, Dekois,SimilaritySearch_Max,BCL2,Enrichment factor 5%,7.75, Dekois,SimilaritySearch_Max,BCL2,RIE,7.5055369937172935, Dekois,SimilaritySearch_Max,BCL2,AUPRC,0.40985896526520077, Dekois,LightGBM_Ranker,BCL2,AUROC,0.6832786885245902, Dekois,LightGBM_Ranker,BCL2,BEDROC,0.44928581595907796, Dekois,LightGBM_Ranker,BCL2,Enrichment factor 1%,31.0, Dekois,LightGBM_Ranker,BCL2,Enrichment factor 5%,7.75, Dekois,LightGBM_Ranker,BCL2,RIE,7.680448406454022, Dekois,LightGBM_Ranker,BCL2,AUPRC,0.4202935605437793, Dekois,LightGBM_Ranker,BCL2,accuracy,0.5032258064516129, Dekois,LightGBM_Ranker,BCL2,F1 score,0.0375, Dekois,LightGBM_Ranker,BCL2,recall,0.6, Dekois,LightGBM_Ranker,BCL2,precision,0.01935483870967742, Dekois,LightGBM_Ranker,BCL2,MCC,0.025607375986579195, Dekois,RandomForest,CATL,AUROC,0.9980327868852459, Dekois,RandomForest,CATL,BEDROC,0.9671418071613461, Dekois,RandomForest,CATL,Enrichment factor 1%,46.5, Dekois,RandomForest,CATL,Enrichment factor 5%,19.375, Dekois,RandomForest,CATL,RIE,16.533089767318824, Dekois,RandomForest,CATL,AUPRC,0.9028571428571428, Dekois,RandomForest,CATL,accuracy,0.9935483870967742, Dekois,RandomForest,CATL,F1 score,0.75, Dekois,RandomForest,CATL,recall,0.6, Dekois,RandomForest,CATL,precision,1.0, Dekois,RandomForest,CATL,MCC,0.7720694303051548, Dekois,LogisticRegression,CATL,AUROC,1.0, Dekois,LogisticRegression,CATL,BEDROC,1.0000000000000004, Dekois,LogisticRegression,CATL,Enrichment factor 1%,62.0, Dekois,LogisticRegression,CATL,Enrichment factor 5%,19.375, Dekois,LogisticRegression,CATL,RIE,17.094793796833716, Dekois,LogisticRegression,CATL,AUPRC,1.0, Dekois,LogisticRegression,CATL,accuracy,0.9935483870967742, Dekois,LogisticRegression,CATL,F1 score,0.75, Dekois,LogisticRegression,CATL,recall,0.6, Dekois,LogisticRegression,CATL,precision,1.0, Dekois,LogisticRegression,CATL,MCC,0.7720694303051548, Dekois,SimilaritySearch_Mean,CATL,AUROC,0.9868852459016394, Dekois,SimilaritySearch_Mean,CATL,BEDROC,0.8646575861150639, Dekois,SimilaritySearch_Mean,CATL,Enrichment factor 1%,46.5, Dekois,SimilaritySearch_Mean,CATL,Enrichment factor 5%,15.5, Dekois,SimilaritySearch_Mean,CATL,RIE,14.781143146089207, Dekois,SimilaritySearch_Mean,CATL,AUPRC,0.8016666666666667, Dekois,SimilaritySearch_Max,CATL,AUROC,0.998688524590164, Dekois,SimilaritySearch_Max,CATL,BEDROC,0.977395990315625, Dekois,SimilaritySearch_Max,CATL,Enrichment factor 1%,46.5, Dekois,SimilaritySearch_Max,CATL,Enrichment factor 5%,19.375, Dekois,SimilaritySearch_Max,CATL,RIE,16.708382913397337, Dekois,SimilaritySearch_Max,CATL,AUPRC,0.9266666666666665, Dekois,LightGBM_Ranker,CATL,AUROC,0.9895081967213115, Dekois,LightGBM_Ranker,CATL,BEDROC,0.8524598199795971, Dekois,LightGBM_Ranker,CATL,Enrichment factor 1%,46.5, Dekois,LightGBM_Ranker,CATL,Enrichment factor 5%,19.375, Dekois,LightGBM_Ranker,CATL,RIE,14.572624849814801, Dekois,LightGBM_Ranker,CATL,AUPRC,0.6601190476190477, Dekois,LightGBM_Ranker,CATL,accuracy,0.5161290322580645, Dekois,LightGBM_Ranker,CATL,F1 score,0.0625, Dekois,LightGBM_Ranker,CATL,recall,1.0, Dekois,LightGBM_Ranker,CATL,precision,0.03225806451612903, Dekois,LightGBM_Ranker,CATL,MCC,0.12803687993289598, Dekois,RandomForest,CDK2,AUROC,0.9168103448275862, Dekois,RandomForest,CDK2,BEDROC,0.6395576587491576, Dekois,RandomForest,CDK2,Enrichment factor 1%,11.625, Dekois,RandomForest,CDK2,Enrichment factor 5%,8.71875, Dekois,RandomForest,CDK2,RIE,7.185225039377393, Dekois,RandomForest,CDK2,AUPRC,0.5274406787341679, Dekois,RandomForest,CDK2,accuracy,0.9387096774193548, Dekois,RandomForest,CDK2,F1 score,0.09523809523809523, Dekois,RandomForest,CDK2,recall,0.05, Dekois,RandomForest,CDK2,precision,1.0, Dekois,RandomForest,CDK2,MCC,0.21662309743663546, Dekois,LogisticRegression,CDK2,AUROC,0.8593103448275862, Dekois,LogisticRegression,CDK2,BEDROC,0.5290846615021171, Dekois,LogisticRegression,CDK2,Enrichment factor 1%,11.625, Dekois,LogisticRegression,CDK2,Enrichment factor 5%,6.78125, Dekois,LogisticRegression,CDK2,RIE,5.944096384533785, Dekois,LogisticRegression,CDK2,AUPRC,0.41975639116793195, Dekois,LogisticRegression,CDK2,accuracy,0.9354838709677419, Dekois,LogisticRegression,CDK2,F1 score,0.09090909090909091, Dekois,LogisticRegression,CDK2,recall,0.05, Dekois,LogisticRegression,CDK2,precision,0.5, Dekois,LogisticRegression,CDK2,MCC,0.14284314754553865, Dekois,SimilaritySearch_Mean,CDK2,AUROC,0.8386206896551723, Dekois,SimilaritySearch_Mean,CDK2,BEDROC,0.372080935832315, Dekois,SimilaritySearch_Mean,CDK2,Enrichment factor 1%,11.625, Dekois,SimilaritySearch_Mean,CDK2,Enrichment factor 5%,4.84375, Dekois,SimilaritySearch_Mean,CDK2,RIE,4.180209935338921, Dekois,SimilaritySearch_Mean,CDK2,AUPRC,0.2968417648933604, Dekois,SimilaritySearch_Max,CDK2,AUROC,0.8075862068965518, Dekois,SimilaritySearch_Max,CDK2,BEDROC,0.46499509388547616, Dekois,SimilaritySearch_Max,CDK2,Enrichment factor 1%,7.75, Dekois,SimilaritySearch_Max,CDK2,Enrichment factor 5%,6.78125, Dekois,SimilaritySearch_Max,CDK2,RIE,5.2240706694020185, Dekois,SimilaritySearch_Max,CDK2,AUPRC,0.3135779854336444, Dekois,LightGBM_Ranker,CDK2,AUROC,0.8755172413793104, Dekois,LightGBM_Ranker,CDK2,BEDROC,0.4246237342227424, Dekois,LightGBM_Ranker,CDK2,Enrichment factor 1%,7.75, Dekois,LightGBM_Ranker,CDK2,Enrichment factor 5%,4.84375, Dekois,LightGBM_Ranker,CDK2,RIE,4.77051140550001, Dekois,LightGBM_Ranker,CDK2,AUPRC,0.3300728764977027, Dekois,LightGBM_Ranker,CDK2,accuracy,0.5645161290322581, Dekois,LightGBM_Ranker,CDK2,F1 score,0.22857142857142856, Dekois,LightGBM_Ranker,CDK2,recall,1.0, Dekois,LightGBM_Ranker,CDK2,precision,0.12903225806451613, Dekois,LightGBM_Ranker,CDK2,MCC,0.26261286571944514, Dekois,RandomForest,COX1,AUROC,0.9584731543624161, Dekois,RandomForest,COX1,BEDROC,0.8686571967836635, Dekois,RandomForest,COX1,Enrichment factor 1%,25.833333333333332, Dekois,RandomForest,COX1,Enrichment factor 5%,14.53125, Dekois,RandomForest,COX1,RIE,12.093634133241856, Dekois,RandomForest,COX1,AUPRC,0.8272079772079772, Dekois,RandomForest,COX1,accuracy,0.967741935483871, Dekois,RandomForest,COX1,F1 score,0.2857142857142857, Dekois,RandomForest,COX1,recall,0.16666666666666666, Dekois,RandomForest,COX1,precision,1.0, Dekois,RandomForest,COX1,MCC,0.4015661978496338, Dekois,LogisticRegression,COX1,AUROC,0.9298098434004474, Dekois,LogisticRegression,COX1,BEDROC,0.8057182813302214, Dekois,LogisticRegression,COX1,Enrichment factor 1%,25.833333333333332, Dekois,LogisticRegression,COX1,Enrichment factor 5%,12.916666666666666, Dekois,LogisticRegression,COX1,RIE,11.217384888846977, Dekois,LogisticRegression,COX1,AUPRC,0.7298594029656739, Dekois,LogisticRegression,COX1,accuracy,0.9709677419354839, Dekois,LogisticRegression,COX1,F1 score,0.4, Dekois,LogisticRegression,COX1,recall,0.25, Dekois,LogisticRegression,COX1,precision,1.0, Dekois,LogisticRegression,COX1,MCC,0.49261649360530646, Dekois,SimilaritySearch_Mean,COX1,AUROC,0.8489932885906041, Dekois,SimilaritySearch_Mean,COX1,BEDROC,0.7202684798249721, Dekois,SimilaritySearch_Mean,COX1,Enrichment factor 1%,25.833333333333332, Dekois,SimilaritySearch_Mean,COX1,Enrichment factor 5%,12.916666666666666, Dekois,SimilaritySearch_Mean,COX1,RIE,10.027734201935242, Dekois,SimilaritySearch_Mean,COX1,AUPRC,0.6323883361383362, Dekois,SimilaritySearch_Max,COX1,AUROC,0.9538590604026845, Dekois,SimilaritySearch_Max,COX1,BEDROC,0.9244316830443531, Dekois,SimilaritySearch_Max,COX1,Enrichment factor 1%,25.833333333333332, Dekois,SimilaritySearch_Max,COX1,Enrichment factor 5%,17.760416666666668, Dekois,SimilaritySearch_Max,COX1,RIE,12.870138639084418, Dekois,SimilaritySearch_Max,COX1,AUPRC,0.885359101399564, Dekois,LightGBM_Ranker,COX1,AUROC,0.8338926174496644, Dekois,LightGBM_Ranker,COX1,BEDROC,0.603901730867873, Dekois,LightGBM_Ranker,COX1,Enrichment factor 1%,19.375, Dekois,LightGBM_Ranker,COX1,Enrichment factor 5%,11.302083333333334, Dekois,LightGBM_Ranker,COX1,RIE,8.407651060817656, Dekois,LightGBM_Ranker,COX1,AUPRC,0.47501037670316426, Dekois,LightGBM_Ranker,COX1,accuracy,0.5258064516129032, Dekois,LightGBM_Ranker,COX1,F1 score,0.11976047904191617, Dekois,LightGBM_Ranker,COX1,recall,0.8333333333333334, Dekois,LightGBM_Ranker,COX1,precision,0.06451612903225806, Dekois,LightGBM_Ranker,COX1,MCC,0.13378001241813023, Dekois,RandomForest,COX2,AUROC,1.0, Dekois,RandomForest,COX2,BEDROC,1.0000000000000004, Dekois,RandomForest,COX2,Enrichment factor 1%,77.5, Dekois,RandomForest,COX2,Enrichment factor 5%,19.375, Dekois,RandomForest,COX2,RIE,18.1835705468144, Dekois,RandomForest,COX2,AUPRC,1.0, Dekois,RandomForest,COX2,accuracy,0.9967741935483871, Dekois,RandomForest,COX2,F1 score,0.8, Dekois,RandomForest,COX2,recall,0.6666666666666666, Dekois,RandomForest,COX2,precision,1.0, Dekois,RandomForest,COX2,MCC,0.8151700218372634, Dekois,LogisticRegression,COX2,AUROC,1.0, Dekois,LogisticRegression,COX2,BEDROC,1.0000000000000004, Dekois,LogisticRegression,COX2,Enrichment factor 1%,77.5, Dekois,LogisticRegression,COX2,Enrichment factor 5%,19.375, Dekois,LogisticRegression,COX2,RIE,18.1835705468144, Dekois,LogisticRegression,COX2,AUPRC,1.0, Dekois,LogisticRegression,COX2,accuracy,0.9903225806451613, Dekois,LogisticRegression,COX2,F1 score,0.0, Dekois,LogisticRegression,COX2,recall,0.0, Dekois,LogisticRegression,COX2,precision,0.0, Dekois,LogisticRegression,COX2,MCC,0.0, Dekois,SimilaritySearch_Mean,COX2,AUROC,0.998914223669924, Dekois,SimilaritySearch_Mean,COX2,BEDROC,0.9805019348590323, Dekois,SimilaritySearch_Mean,COX2,Enrichment factor 1%,77.5, Dekois,SimilaritySearch_Mean,COX2,Enrichment factor 5%,19.375, Dekois,SimilaritySearch_Mean,COX2,RIE,17.82902610468405, Dekois,SimilaritySearch_Mean,COX2,AUPRC,0.9166666666666665, Dekois,SimilaritySearch_Max,COX2,AUROC,1.0, Dekois,SimilaritySearch_Max,COX2,BEDROC,1.0000000000000004, Dekois,SimilaritySearch_Max,COX2,Enrichment factor 1%,77.5, Dekois,SimilaritySearch_Max,COX2,Enrichment factor 5%,19.375, Dekois,SimilaritySearch_Max,COX2,RIE,18.1835705468144, Dekois,SimilaritySearch_Max,COX2,AUPRC,1.0, Dekois,LightGBM_Ranker,COX2,AUROC,0.997828447339848, Dekois,LightGBM_Ranker,COX2,BEDROC,0.9622220894697342, Dekois,LightGBM_Ranker,COX2,Enrichment factor 1%,51.666666666666664, Dekois,LightGBM_Ranker,COX2,Enrichment factor 5%,19.375, Dekois,LightGBM_Ranker,COX2,RIE,17.496633247294305, Dekois,LightGBM_Ranker,COX2,AUPRC,0.8666666666666667, Dekois,LightGBM_Ranker,COX2,accuracy,0.5096774193548387, Dekois,LightGBM_Ranker,COX2,F1 score,0.0379746835443038, Dekois,LightGBM_Ranker,COX2,recall,1.0, Dekois,LightGBM_Ranker,COX2,precision,0.01935483870967742, Dekois,LightGBM_Ranker,COX2,MCC,0.09885336094784052, Dekois,RandomForest,CYP2A6,AUROC,0.8839285714285714, Dekois,RandomForest,CYP2A6,BEDROC,0.4596622997105823, Dekois,RandomForest,CYP2A6,Enrichment factor 1%,38.75, Dekois,RandomForest,CYP2A6,Enrichment factor 5%,9.6875, Dekois,RandomForest,CYP2A6,RIE,8.624841489877808, Dekois,RandomForest,CYP2A6,AUPRC,0.18036529680365296, Dekois,RandomForest,CYP2A6,accuracy,0.9935483870967742, Dekois,RandomForest,CYP2A6,F1 score,0.0, Dekois,RandomForest,CYP2A6,recall,0.0, Dekois,RandomForest,CYP2A6,precision,0.0, Dekois,RandomForest,CYP2A6,MCC,0.0, Dekois,LogisticRegression,CYP2A6,AUROC,0.6087662337662337, Dekois,LogisticRegression,CYP2A6,BEDROC,0.48387664997256175, Dekois,LogisticRegression,CYP2A6,Enrichment factor 1%,38.75, Dekois,LogisticRegression,CYP2A6,Enrichment factor 5%,9.6875, Dekois,LogisticRegression,CYP2A6,RIE,9.079185759259913, Dekois,LogisticRegression,CYP2A6,AUPRC,0.25413223140495866, Dekois,LogisticRegression,CYP2A6,accuracy,0.9903225806451613, Dekois,LogisticRegression,CYP2A6,F1 score,0.0, Dekois,LogisticRegression,CYP2A6,recall,0.0, Dekois,LogisticRegression,CYP2A6,precision,0.0, Dekois,LogisticRegression,CYP2A6,MCC,-0.004584166676875988, Dekois,SimilaritySearch_Mean,CYP2A6,AUROC,0.6801948051948052, Dekois,SimilaritySearch_Mean,CYP2A6,BEDROC,0.07451481779026684, Dekois,SimilaritySearch_Mean,CYP2A6,Enrichment factor 1%,0.0, Dekois,SimilaritySearch_Mean,CYP2A6,Enrichment factor 5%,0.0, Dekois,SimilaritySearch_Mean,CYP2A6,RIE,1.3981536215600603, Dekois,SimilaritySearch_Mean,CYP2A6,AUPRC,0.022046192021378124, Dekois,SimilaritySearch_Max,CYP2A6,AUROC,0.8327922077922078, Dekois,SimilaritySearch_Max,CYP2A6,BEDROC,0.48454767336195215, Dekois,SimilaritySearch_Max,CYP2A6,Enrichment factor 1%,38.75, Dekois,SimilaritySearch_Max,CYP2A6,Enrichment factor 5%,9.6875, Dekois,SimilaritySearch_Max,CYP2A6,RIE,9.091776459745054, Dekois,SimilaritySearch_Max,CYP2A6,AUPRC,0.25961538461538464, Dekois,LightGBM_Ranker,CYP2A6,AUROC,0.5844155844155844, Dekois,LightGBM_Ranker,CYP2A6,BEDROC,0.48387659339964345, Dekois,LightGBM_Ranker,CYP2A6,Enrichment factor 1%,38.75, Dekois,LightGBM_Ranker,CYP2A6,Enrichment factor 5%,9.6875, Dekois,LightGBM_Ranker,CYP2A6,RIE,9.079184697757913, Dekois,LightGBM_Ranker,CYP2A6,AUPRC,0.2538910505836576, Dekois,LightGBM_Ranker,CYP2A6,accuracy,0.5, Dekois,LightGBM_Ranker,CYP2A6,F1 score,0.012738853503184714, Dekois,LightGBM_Ranker,CYP2A6,recall,0.5, Dekois,LightGBM_Ranker,CYP2A6,precision,0.0064516129032258064, Dekois,LightGBM_Ranker,CYP2A6,MCC,0.0, Dekois,RandomForest,DHFR,AUROC,0.6172019195275009, Dekois,RandomForest,DHFR,BEDROC,0.5099110211242852, Dekois,RandomForest,DHFR,Enrichment factor 1%,25.833333333333332, Dekois,RandomForest,DHFR,Enrichment factor 5%,8.61111111111111, Dekois,RandomForest,DHFR,RIE,7.736112263139073, Dekois,RandomForest,DHFR,AUPRC,0.4417929829309683, Dekois,RandomForest,DHFR,accuracy,0.9806451612903225, Dekois,RandomForest,DHFR,F1 score,0.5, Dekois,RandomForest,DHFR,recall,0.3333333333333333, Dekois,RandomForest,DHFR,precision,1.0, Dekois,RandomForest,DHFR,MCC,0.5716805710822062, Dekois,LogisticRegression,DHFR,AUROC,0.9099298634182356, Dekois,LogisticRegression,DHFR,BEDROC,0.5798018710972637, Dekois,LogisticRegression,DHFR,Enrichment factor 1%,25.833333333333332, Dekois,LogisticRegression,DHFR,Enrichment factor 5%,10.76388888888889, Dekois,LogisticRegression,DHFR,RIE,8.796460902905787, Dekois,LogisticRegression,DHFR,AUPRC,0.511154095787133, Dekois,LogisticRegression,DHFR,accuracy,0.9806451612903225, Dekois,LogisticRegression,DHFR,F1 score,0.5714285714285714, Dekois,LogisticRegression,DHFR,recall,0.4444444444444444, Dekois,LogisticRegression,DHFR,precision,0.8, Dekois,LogisticRegression,DHFR,MCC,0.5879338712916822, Dekois,SimilaritySearch_Mean,DHFR,AUROC,0.7172388335179033, Dekois,SimilaritySearch_Mean,DHFR,BEDROC,0.5169979979749267, Dekois,SimilaritySearch_Mean,DHFR,Enrichment factor 1%,34.44444444444444, Dekois,SimilaritySearch_Mean,DHFR,Enrichment factor 5%,8.61111111111111, Dekois,SimilaritySearch_Mean,DHFR,RIE,7.84363229282166, Dekois,SimilaritySearch_Mean,DHFR,AUPRC,0.47076882296261086, Dekois,SimilaritySearch_Max,DHFR,AUROC,0.7508305647840532, Dekois,SimilaritySearch_Max,DHFR,BEDROC,0.5025542182029578, Dekois,SimilaritySearch_Max,DHFR,Enrichment factor 1%,25.833333333333332, Dekois,SimilaritySearch_Max,DHFR,Enrichment factor 5%,8.61111111111111, Dekois,SimilaritySearch_Max,DHFR,RIE,7.624498568733047, Dekois,SimilaritySearch_Max,DHFR,AUPRC,0.4252644145513502, Dekois,LightGBM_Ranker,DHFR,AUROC,0.8840900701365817, Dekois,LightGBM_Ranker,DHFR,BEDROC,0.5547123085827325, Dekois,LightGBM_Ranker,DHFR,Enrichment factor 1%,25.833333333333332, Dekois,LightGBM_Ranker,DHFR,Enrichment factor 5%,8.61111111111111, Dekois,LightGBM_Ranker,DHFR,RIE,8.415814745434377, Dekois,LightGBM_Ranker,DHFR,AUPRC,0.4716776853301676, Dekois,LightGBM_Ranker,DHFR,accuracy,0.5290322580645161, Dekois,LightGBM_Ranker,DHFR,F1 score,0.10975609756097561, Dekois,LightGBM_Ranker,DHFR,recall,1.0, Dekois,LightGBM_Ranker,DHFR,precision,0.05806451612903226, Dekois,LightGBM_Ranker,DHFR,MCC,0.1729171253112705, Dekois,RandomForest,EGFR,AUROC,0.8781838316722038, Dekois,RandomForest,EGFR,BEDROC,0.7230845881257102, Dekois,RandomForest,EGFR,Enrichment factor 1%,34.44444444444444, Dekois,RandomForest,EGFR,Enrichment factor 5%,12.916666666666666, Dekois,RandomForest,EGFR,RIE,10.970273843540104, Dekois,RandomForest,EGFR,AUPRC,0.6520882584712373, Dekois,RandomForest,EGFR,accuracy,0.9741935483870968, Dekois,RandomForest,EGFR,F1 score,0.2, Dekois,RandomForest,EGFR,recall,0.1111111111111111, Dekois,RandomForest,EGFR,precision,1.0, Dekois,RandomForest,EGFR,MCC,0.32899004246370933, Dekois,LogisticRegression,EGFR,AUROC,0.9099298634182356, Dekois,LogisticRegression,EGFR,BEDROC,0.7316277479386032, Dekois,LogisticRegression,EGFR,Enrichment factor 1%,34.44444444444444, Dekois,LogisticRegression,EGFR,Enrichment factor 5%,12.916666666666666, Dekois,LogisticRegression,EGFR,RIE,11.099886344896333, Dekois,LogisticRegression,EGFR,AUPRC,0.6712070208200239, Dekois,LogisticRegression,EGFR,accuracy,0.9806451612903225, Dekois,LogisticRegression,EGFR,F1 score,0.5, Dekois,LogisticRegression,EGFR,recall,0.3333333333333333, Dekois,LogisticRegression,EGFR,precision,1.0, Dekois,LogisticRegression,EGFR,MCC,0.5716805710822062, Dekois,SimilaritySearch_Mean,EGFR,AUROC,0.8283499446290143, Dekois,SimilaritySearch_Mean,EGFR,BEDROC,0.6845402173493997, Dekois,SimilaritySearch_Mean,EGFR,Enrichment factor 1%,34.44444444444444, Dekois,SimilaritySearch_Mean,EGFR,Enrichment factor 5%,12.916666666666666, Dekois,SimilaritySearch_Mean,EGFR,RIE,10.385498137719868, Dekois,SimilaritySearch_Mean,EGFR,AUPRC,0.6202524978190377, Dekois,SimilaritySearch_Max,EGFR,AUROC,0.8612033960871169, Dekois,SimilaritySearch_Max,EGFR,BEDROC,0.7309757804266617, Dekois,SimilaritySearch_Max,EGFR,Enrichment factor 1%,34.44444444444444, Dekois,SimilaritySearch_Max,EGFR,Enrichment factor 5%,12.916666666666666, Dekois,SimilaritySearch_Max,EGFR,RIE,11.089995023432557, Dekois,SimilaritySearch_Max,EGFR,AUPRC,0.6812804804032875, Dekois,LightGBM_Ranker,EGFR,AUROC,0.9298634182355113, Dekois,LightGBM_Ranker,EGFR,BEDROC,0.6997021133397264, Dekois,LightGBM_Ranker,EGFR,Enrichment factor 1%,34.44444444444444, Dekois,LightGBM_Ranker,EGFR,Enrichment factor 5%,12.916666666666666, Dekois,LightGBM_Ranker,EGFR,RIE,10.615526758001966, Dekois,LightGBM_Ranker,EGFR,AUPRC,0.6211921720389688, Dekois,LightGBM_Ranker,EGFR,accuracy,0.5290322580645161, Dekois,LightGBM_Ranker,EGFR,F1 score,0.10975609756097561, Dekois,LightGBM_Ranker,EGFR,recall,1.0, Dekois,LightGBM_Ranker,EGFR,precision,0.05806451612903226, Dekois,LightGBM_Ranker,EGFR,MCC,0.1729171253112705, Dekois,RandomForest,EPHB4,AUROC,0.9665252239509665, Dekois,RandomForest,EPHB4,BEDROC,0.7892840577459336, Dekois,RandomForest,EPHB4,Enrichment factor 1%,44.285714285714285, Dekois,RandomForest,EPHB4,Enrichment factor 5%,13.839285714285714, Dekois,RandomForest,EPHB4,RIE,12.702267486361498, Dekois,RandomForest,EPHB4,AUPRC,0.7587265675500969, Dekois,RandomForest,EPHB4,accuracy,0.9935483870967742, Dekois,RandomForest,EPHB4,F1 score,0.8333333333333334, Dekois,RandomForest,EPHB4,recall,0.7142857142857143, Dekois,RandomForest,EPHB4,precision,1.0, Dekois,RandomForest,EPHB4,MCC,0.8423786995979301, Dekois,LogisticRegression,EPHB4,AUROC,0.9801980198019802, Dekois,LogisticRegression,EPHB4,BEDROC,0.842294258580138, Dekois,LogisticRegression,EPHB4,Enrichment factor 1%,44.285714285714285, Dekois,LogisticRegression,EPHB4,Enrichment factor 5%,16.607142857142858, Dekois,LogisticRegression,EPHB4,RIE,13.555382079430327, Dekois,LogisticRegression,EPHB4,AUPRC,0.7964285714285713, Dekois,LogisticRegression,EPHB4,accuracy,0.9903225806451613, Dekois,LogisticRegression,EPHB4,F1 score,0.7692307692307693, Dekois,LogisticRegression,EPHB4,recall,0.7142857142857143, Dekois,LogisticRegression,EPHB4,precision,0.8333333333333334, Dekois,LogisticRegression,EPHB4,MCC,0.7666878665975335, Dekois,SimilaritySearch_Mean,EPHB4,AUROC,0.9618104667609618, Dekois,SimilaritySearch_Mean,EPHB4,BEDROC,0.8474998644627005, Dekois,SimilaritySearch_Mean,EPHB4,Enrichment factor 1%,44.285714285714285, Dekois,SimilaritySearch_Mean,EPHB4,Enrichment factor 5%,16.607142857142858, Dekois,SimilaritySearch_Mean,EPHB4,RIE,13.639157999428607, Dekois,SimilaritySearch_Mean,EPHB4,AUPRC,0.7882386689615604, Dekois,SimilaritySearch_Max,EPHB4,AUROC,0.9712399811409712, Dekois,SimilaritySearch_Max,EPHB4,BEDROC,0.7982795194604897, Dekois,SimilaritySearch_Max,EPHB4,Enrichment factor 1%,44.285714285714285, Dekois,SimilaritySearch_Max,EPHB4,Enrichment factor 5%,13.839285714285714, Dekois,SimilaritySearch_Max,EPHB4,RIE,12.847035088432685, Dekois,SimilaritySearch_Max,EPHB4,AUPRC,0.766637089618456, Dekois,LightGBM_Ranker,EPHB4,AUROC,0.9877416313059877, Dekois,LightGBM_Ranker,EPHB4,BEDROC,0.8643284925227049, Dekois,LightGBM_Ranker,EPHB4,Enrichment factor 1%,44.285714285714285, Dekois,LightGBM_Ranker,EPHB4,Enrichment factor 5%,13.839285714285714, Dekois,LightGBM_Ranker,EPHB4,RIE,13.909987914301402, Dekois,LightGBM_Ranker,EPHB4,AUPRC,0.8101604278074865, Dekois,LightGBM_Ranker,EPHB4,accuracy,0.5225806451612903, Dekois,LightGBM_Ranker,EPHB4,F1 score,0.08641975308641975, Dekois,LightGBM_Ranker,EPHB4,recall,1.0, Dekois,LightGBM_Ranker,EPHB4,precision,0.04516129032258064, Dekois,LightGBM_Ranker,EPHB4,MCC,0.15199444144778157, Dekois,RandomForest,FGFR1,AUROC,0.982, Dekois,RandomForest,FGFR1,BEDROC,0.8994327988699061, Dekois,RandomForest,FGFR1,Enrichment factor 1%,31.0, Dekois,RandomForest,FGFR1,Enrichment factor 5%,15.5, Dekois,RandomForest,FGFR1,RIE,13.255916441352179, Dekois,RandomForest,FGFR1,AUPRC,0.869890329012961, Dekois,RandomForest,FGFR1,accuracy,0.9709677419354839, Dekois,RandomForest,FGFR1,F1 score,0.18181818181818182, Dekois,RandomForest,FGFR1,recall,0.1, Dekois,RandomForest,FGFR1,precision,1.0, Dekois,RandomForest,FGFR1,MCC,0.3115884764248779, Dekois,LogisticRegression,FGFR1,AUROC,0.99, Dekois,LogisticRegression,FGFR1,BEDROC,0.9290487983326216, Dekois,LogisticRegression,FGFR1,Enrichment factor 1%,31.0, Dekois,LogisticRegression,FGFR1,Enrichment factor 5%,17.4375, Dekois,LogisticRegression,FGFR1,RIE,13.69239953712447, Dekois,LogisticRegression,FGFR1,AUPRC,0.908133971291866, Dekois,LogisticRegression,FGFR1,accuracy,0.9774193548387097, Dekois,LogisticRegression,FGFR1,F1 score,0.46153846153846156, Dekois,LogisticRegression,FGFR1,recall,0.3, Dekois,LogisticRegression,FGFR1,precision,1.0, Dekois,LogisticRegression,FGFR1,MCC,0.5414421567633252, Dekois,SimilaritySearch_Mean,FGFR1,AUROC,0.9156666666666666, Dekois,SimilaritySearch_Mean,FGFR1,BEDROC,0.49472404125438474, Dekois,SimilaritySearch_Mean,FGFR1,Enrichment factor 1%,15.5, Dekois,SimilaritySearch_Mean,FGFR1,Enrichment factor 5%,5.8125, Dekois,SimilaritySearch_Mean,FGFR1,RIE,7.291284667483835, Dekois,SimilaritySearch_Mean,FGFR1,AUPRC,0.3967575141803817, Dekois,SimilaritySearch_Max,FGFR1,AUROC,0.9843333333333333, Dekois,SimilaritySearch_Max,FGFR1,BEDROC,0.8914734014819792, Dekois,SimilaritySearch_Max,FGFR1,Enrichment factor 1%,31.0, Dekois,SimilaritySearch_Max,FGFR1,Enrichment factor 5%,17.4375, Dekois,SimilaritySearch_Max,FGFR1,RIE,13.138610171923792, Dekois,SimilaritySearch_Max,FGFR1,AUPRC,0.8350754404325833, Dekois,LightGBM_Ranker,FGFR1,AUROC,0.9486666666666667, Dekois,LightGBM_Ranker,FGFR1,BEDROC,0.8415530274083879, Dekois,LightGBM_Ranker,FGFR1,Enrichment factor 1%,31.0, Dekois,LightGBM_Ranker,FGFR1,Enrichment factor 5%,15.5, Dekois,LightGBM_Ranker,FGFR1,RIE,12.402879492120691, Dekois,LightGBM_Ranker,FGFR1,AUPRC,0.8011183261183261, Dekois,LightGBM_Ranker,FGFR1,accuracy,0.532258064516129, Dekois,LightGBM_Ranker,FGFR1,F1 score,0.12121212121212122, Dekois,LightGBM_Ranker,FGFR1,recall,1.0, Dekois,LightGBM_Ranker,FGFR1,precision,0.06451612903225806, Dekois,LightGBM_Ranker,FGFR1,MCC,0.18257418583505536, Dekois,RandomForest,FXA,AUROC,0.9617974617974618, Dekois,RandomForest,FXA,BEDROC,0.8489540647140706, Dekois,RandomForest,FXA,Enrichment factor 1%,23.846153846153847, Dekois,RandomForest,FXA,Enrichment factor 5%,14.903846153846153, Dekois,RandomForest,FXA,RIE,11.493332290979188, Dekois,RandomForest,FXA,AUPRC,0.8138132008656305, Dekois,RandomForest,FXA,accuracy,0.964516129032258, Dekois,RandomForest,FXA,F1 score,0.26666666666666666, Dekois,RandomForest,FXA,recall,0.15384615384615385, Dekois,RandomForest,FXA,precision,1.0, Dekois,RandomForest,FXA,MCC,0.38516444325982163, Dekois,LogisticRegression,FXA,AUROC,0.9619269619269619, Dekois,LogisticRegression,FXA,BEDROC,0.8589405410605734, Dekois,LogisticRegression,FXA,Enrichment factor 1%,23.846153846153847, Dekois,LogisticRegression,FXA,Enrichment factor 5%,14.903846153846153, Dekois,LogisticRegression,FXA,RIE,11.62853146746273, Dekois,LogisticRegression,FXA,AUPRC,0.8258909776126417, Dekois,LogisticRegression,FXA,accuracy,0.9741935483870968, Dekois,LogisticRegression,FXA,F1 score,0.5555555555555556, Dekois,LogisticRegression,FXA,recall,0.38461538461538464, Dekois,LogisticRegression,FXA,precision,1.0, Dekois,LogisticRegression,FXA,MCC,0.6119862026484177, Dekois,SimilaritySearch_Mean,FXA,AUROC,0.9140119140119141, Dekois,SimilaritySearch_Mean,FXA,BEDROC,0.7570247871151548, Dekois,SimilaritySearch_Mean,FXA,Enrichment factor 1%,23.846153846153847, Dekois,SimilaritySearch_Mean,FXA,Enrichment factor 5%,11.923076923076923, Dekois,SimilaritySearch_Mean,FXA,RIE,10.248772929412883, Dekois,SimilaritySearch_Mean,FXA,AUPRC,0.7005077777826371, Dekois,SimilaritySearch_Max,FXA,AUROC,0.9436674436674437, Dekois,SimilaritySearch_Max,FXA,BEDROC,0.8535887511117483, Dekois,SimilaritySearch_Max,FXA,Enrichment factor 1%,23.846153846153847, Dekois,SimilaritySearch_Max,FXA,Enrichment factor 5%,14.903846153846153, Dekois,SimilaritySearch_Max,FXA,RIE,11.556077724151413, Dekois,SimilaritySearch_Max,FXA,AUPRC,0.8012049632696396, Dekois,LightGBM_Ranker,FXA,AUROC,0.945868945868946, Dekois,LightGBM_Ranker,FXA,BEDROC,0.8567838413991695, Dekois,LightGBM_Ranker,FXA,Enrichment factor 1%,23.846153846153847, Dekois,LightGBM_Ranker,FXA,Enrichment factor 5%,14.903846153846153, Dekois,LightGBM_Ranker,FXA,RIE,11.599333579436264, Dekois,LightGBM_Ranker,FXA,AUPRC,0.810708474490661, Dekois,LightGBM_Ranker,FXA,accuracy,0.5419354838709678, Dekois,LightGBM_Ranker,FXA,F1 score,0.15476190476190477, Dekois,LightGBM_Ranker,FXA,recall,1.0, Dekois,LightGBM_Ranker,FXA,precision,0.08387096774193549, Dekois,LightGBM_Ranker,FXA,MCC,0.2092153048202826, Dekois,RandomForest,GBA,AUROC,0.9945780292314945, Dekois,RandomForest,GBA,BEDROC,0.9406708518635853, Dekois,RandomForest,GBA,Enrichment factor 1%,44.285714285714285, Dekois,RandomForest,GBA,Enrichment factor 5%,16.607142857142858, Dekois,RandomForest,GBA,RIE,15.138596366978412, Dekois,RandomForest,GBA,AUPRC,0.9097744360902256, Dekois,RandomForest,GBA,accuracy,0.9870967741935484, Dekois,RandomForest,GBA,F1 score,0.6, Dekois,RandomForest,GBA,recall,0.42857142857142855, Dekois,RandomForest,GBA,precision,1.0, Dekois,RandomForest,GBA,MCC,0.6503748426997711, Dekois,LogisticRegression,GBA,AUROC,0.9618104667609618, Dekois,LogisticRegression,GBA,BEDROC,0.8442107398573203, Dekois,LogisticRegression,GBA,Enrichment factor 1%,44.285714285714285, Dekois,LogisticRegression,GBA,Enrichment factor 5%,16.607142857142858, Dekois,LogisticRegression,GBA,RIE,13.586224787421964, Dekois,LogisticRegression,GBA,AUPRC,0.7979094076655051, Dekois,LogisticRegression,GBA,accuracy,0.9903225806451613, Dekois,LogisticRegression,GBA,F1 score,0.7272727272727273, Dekois,LogisticRegression,GBA,recall,0.5714285714285714, Dekois,LogisticRegression,GBA,precision,1.0, Dekois,LogisticRegression,GBA,MCC,0.7522142849828185, Dekois,SimilaritySearch_Mean,GBA,AUROC,0.7699198491277699, Dekois,SimilaritySearch_Mean,GBA,BEDROC,0.4799957866201496, Dekois,SimilaritySearch_Mean,GBA,Enrichment factor 1%,33.214285714285715, Dekois,SimilaritySearch_Mean,GBA,Enrichment factor 5%,8.303571428571429, Dekois,SimilaritySearch_Mean,GBA,RIE,7.724766299605341, Dekois,SimilaritySearch_Mean,GBA,AUPRC,0.4213026410170755, Dekois,SimilaritySearch_Max,GBA,AUROC,0.9295143800094294, Dekois,SimilaritySearch_Max,GBA,BEDROC,0.7852405940823977, Dekois,SimilaritySearch_Max,GBA,Enrichment factor 1%,44.285714285714285, Dekois,SimilaritySearch_Max,GBA,Enrichment factor 5%,13.839285714285714, Dekois,SimilaritySearch_Max,GBA,RIE,12.637194390926624, Dekois,SimilaritySearch_Max,GBA,AUPRC,0.7503759398496241, Dekois,LightGBM_Ranker,GBA,AUROC,0.8557284299858557, Dekois,LightGBM_Ranker,GBA,BEDROC,0.6823880875360064, Dekois,LightGBM_Ranker,GBA,Enrichment factor 1%,33.214285714285715, Dekois,LightGBM_Ranker,GBA,Enrichment factor 5%,13.839285714285714, Dekois,LightGBM_Ranker,GBA,RIE,10.981947421709016, Dekois,LightGBM_Ranker,GBA,AUPRC,0.5817555972445652, Dekois,LightGBM_Ranker,GBA,accuracy,0.5161290322580645, Dekois,LightGBM_Ranker,GBA,F1 score,0.07407407407407407, Dekois,LightGBM_Ranker,GBA,recall,0.8571428571428571, Dekois,LightGBM_Ranker,GBA,precision,0.03870967741935484, Dekois,LightGBM_Ranker,GBA,MCC,0.10856745817698685, Dekois,RandomForest,GR,AUROC,1.0, Dekois,RandomForest,GR,BEDROC,1.0000000000000007, Dekois,RandomForest,GR,Enrichment factor 1%,51.666666666666664, Dekois,RandomForest,GR,Enrichment factor 5%,19.375, Dekois,RandomForest,GR,RIE,16.58368875415567, Dekois,RandomForest,GR,AUPRC,1.0, Dekois,RandomForest,GR,accuracy,0.9935483870967742, Dekois,RandomForest,GR,F1 score,0.8, Dekois,RandomForest,GR,recall,0.6666666666666666, Dekois,RandomForest,GR,precision,1.0, Dekois,RandomForest,GR,MCC,0.8138239171907651, Dekois,LogisticRegression,GR,AUROC,1.0, Dekois,LogisticRegression,GR,BEDROC,1.0000000000000007, Dekois,LogisticRegression,GR,Enrichment factor 1%,51.666666666666664, Dekois,LogisticRegression,GR,Enrichment factor 5%,19.375, Dekois,LogisticRegression,GR,RIE,16.58368875415567, Dekois,LogisticRegression,GR,AUPRC,1.0, Dekois,LogisticRegression,GR,accuracy,0.9967741935483871, Dekois,LogisticRegression,GR,F1 score,0.9090909090909091, Dekois,LogisticRegression,GR,recall,0.8333333333333334, Dekois,LogisticRegression,GR,precision,1.0, Dekois,LogisticRegression,GR,MCC,0.9113731907929786, Dekois,SimilaritySearch_Mean,GR,AUROC,0.9698464912280701, Dekois,SimilaritySearch_Mean,GR,BEDROC,0.6896899102997052, Dekois,SimilaritySearch_Mean,GR,Enrichment factor 1%,38.75, Dekois,SimilaritySearch_Mean,GR,Enrichment factor 5%,9.6875, Dekois,SimilaritySearch_Mean,GR,RIE,11.437602824912577, Dekois,SimilaritySearch_Mean,GR,AUPRC,0.6069264069264069, Dekois,SimilaritySearch_Max,GR,AUROC,1.0, Dekois,SimilaritySearch_Max,GR,BEDROC,1.0000000000000007, Dekois,SimilaritySearch_Max,GR,Enrichment factor 1%,51.666666666666664, Dekois,SimilaritySearch_Max,GR,Enrichment factor 5%,19.375, Dekois,SimilaritySearch_Max,GR,RIE,16.58368875415567, Dekois,SimilaritySearch_Max,GR,AUPRC,1.0, Dekois,LightGBM_Ranker,GR,AUROC,0.9364035087719298, Dekois,LightGBM_Ranker,GR,BEDROC,0.7465924769079606, Dekois,LightGBM_Ranker,GR,Enrichment factor 1%,38.75, Dekois,LightGBM_Ranker,GR,Enrichment factor 5%,12.916666666666666, Dekois,LightGBM_Ranker,GR,RIE,12.381257275992072, Dekois,LightGBM_Ranker,GR,AUPRC,0.6623015873015872, Dekois,LightGBM_Ranker,GR,accuracy,0.5193548387096775, Dekois,LightGBM_Ranker,GR,F1 score,0.07453416149068323, Dekois,LightGBM_Ranker,GR,recall,1.0, Dekois,LightGBM_Ranker,GR,precision,0.03870967741935484, Dekois,LightGBM_Ranker,GR,MCC,0.1404878717372541, Dekois,RandomForest,GSK3B,AUROC,0.8946917808219179, Dekois,RandomForest,GSK3B,BEDROC,0.7083141463160968, Dekois,RandomForest,GSK3B,Enrichment factor 1%,17.22222222222222, Dekois,RandomForest,GSK3B,Enrichment factor 5%,10.76388888888889, Dekois,RandomForest,GSK3B,RIE,8.379537307479527, Dekois,RandomForest,GSK3B,AUPRC,0.5991823733404703, Dekois,RandomForest,GSK3B,accuracy,0.9419354838709677, Dekois,RandomForest,GSK3B,F1 score,0.0, Dekois,RandomForest,GSK3B,recall,0.0, Dekois,RandomForest,GSK3B,precision,0.0, Dekois,RandomForest,GSK3B,MCC,0.0, Dekois,LogisticRegression,GSK3B,AUROC,0.8691019786910197, Dekois,LogisticRegression,GSK3B,BEDROC,0.6457415248275354, Dekois,LogisticRegression,GSK3B,Enrichment factor 1%,17.22222222222222, Dekois,LogisticRegression,GSK3B,Enrichment factor 5%,9.6875, Dekois,LogisticRegression,GSK3B,RIE,7.6392872164093175, Dekois,LogisticRegression,GSK3B,AUPRC,0.5492650103044722, Dekois,LogisticRegression,GSK3B,accuracy,0.9516129032258065, Dekois,LogisticRegression,GSK3B,F1 score,0.2857142857142857, Dekois,LogisticRegression,GSK3B,recall,0.16666666666666666, Dekois,LogisticRegression,GSK3B,precision,1.0, Dekois,LogisticRegression,GSK3B,MCC,0.39814990165903175, Dekois,SimilaritySearch_Mean,GSK3B,AUROC,0.8274353120243532, Dekois,SimilaritySearch_Mean,GSK3B,BEDROC,0.3582228933048858, Dekois,SimilaritySearch_Mean,GSK3B,Enrichment factor 1%,4.305555555555555, Dekois,SimilaritySearch_Mean,GSK3B,Enrichment factor 5%,4.305555555555555, Dekois,SimilaritySearch_Mean,GSK3B,RIE,4.23786838328705, Dekois,SimilaritySearch_Mean,GSK3B,AUPRC,0.2645882205901424, Dekois,SimilaritySearch_Max,GSK3B,AUROC,0.8441780821917808, Dekois,SimilaritySearch_Max,GSK3B,BEDROC,0.5651091869181823, Dekois,SimilaritySearch_Max,GSK3B,Enrichment factor 1%,12.916666666666666, Dekois,SimilaritySearch_Max,GSK3B,Enrichment factor 5%,8.61111111111111, Dekois,SimilaritySearch_Max,GSK3B,RIE,6.685386068260778, Dekois,SimilaritySearch_Max,GSK3B,AUPRC,0.41636523435798484, Dekois,LightGBM_Ranker,GSK3B,AUROC,0.8506468797564688, Dekois,LightGBM_Ranker,GSK3B,BEDROC,0.5885775371909908, Dekois,LightGBM_Ranker,GSK3B,Enrichment factor 1%,17.22222222222222, Dekois,LightGBM_Ranker,GSK3B,Enrichment factor 5%,8.61111111111111, Dekois,LightGBM_Ranker,GSK3B,RIE,6.963022644984512, Dekois,LightGBM_Ranker,GSK3B,AUPRC,0.4877621535424758, Dekois,LightGBM_Ranker,GSK3B,accuracy,0.5451612903225806, Dekois,LightGBM_Ranker,GSK3B,F1 score,0.18497109826589594, Dekois,LightGBM_Ranker,GSK3B,recall,0.8888888888888888, Dekois,LightGBM_Ranker,GSK3B,precision,0.1032258064516129, Dekois,LightGBM_Ranker,GSK3B,MCC,0.19310804067388584, Dekois,RandomForest,HDAC2,AUROC,0.8873173031588873, Dekois,RandomForest,HDAC2,BEDROC,0.8613431313208149, Dekois,RandomForest,HDAC2,Enrichment factor 1%,44.285714285714285, Dekois,RandomForest,HDAC2,Enrichment factor 5%,16.607142857142858, Dekois,RandomForest,HDAC2,RIE,13.861943289553054, Dekois,RandomForest,HDAC2,AUPRC,0.8134453781512603, Dekois,RandomForest,HDAC2,accuracy,0.9838709677419355, Dekois,RandomForest,HDAC2,F1 score,0.4444444444444444, Dekois,RandomForest,HDAC2,recall,0.2857142857142857, Dekois,RandomForest,HDAC2,precision,1.0, Dekois,RandomForest,HDAC2,MCC,0.5301660747259792, Dekois,LogisticRegression,HDAC2,AUROC,0.9075907590759076, Dekois,LogisticRegression,HDAC2,BEDROC,0.7805476165958639, Dekois,LogisticRegression,HDAC2,Enrichment factor 1%,44.285714285714285, Dekois,LogisticRegression,HDAC2,Enrichment factor 5%,13.839285714285714, Dekois,LogisticRegression,HDAC2,RIE,12.561668406951817, Dekois,LogisticRegression,HDAC2,AUPRC,0.7459415584415584, Dekois,LogisticRegression,HDAC2,accuracy,0.9903225806451613, Dekois,LogisticRegression,HDAC2,F1 score,0.7272727272727273, Dekois,LogisticRegression,HDAC2,recall,0.5714285714285714, Dekois,LogisticRegression,HDAC2,precision,1.0, Dekois,LogisticRegression,HDAC2,MCC,0.7522142849828185, Dekois,SimilaritySearch_Mean,HDAC2,AUROC,0.8444130127298444, Dekois,SimilaritySearch_Mean,HDAC2,BEDROC,0.7476876194988409, Dekois,SimilaritySearch_Mean,HDAC2,Enrichment factor 1%,33.214285714285715, Dekois,SimilaritySearch_Mean,HDAC2,Enrichment factor 5%,13.839285714285714, Dekois,SimilaritySearch_Mean,HDAC2,RIE,12.032839188980219, Dekois,SimilaritySearch_Mean,HDAC2,AUPRC,0.6696598639455781, Dekois,SimilaritySearch_Max,HDAC2,AUROC,0.8507779349363507, Dekois,SimilaritySearch_Max,HDAC2,BEDROC,0.7735436236264962, Dekois,SimilaritySearch_Max,HDAC2,Enrichment factor 1%,44.285714285714285, Dekois,SimilaritySearch_Max,HDAC2,Enrichment factor 5%,13.839285714285714, Dekois,SimilaritySearch_Max,HDAC2,RIE,12.448950316510937, Dekois,SimilaritySearch_Max,HDAC2,AUPRC,0.7381540851634771, Dekois,LightGBM_Ranker,HDAC2,AUROC,0.8458274398868458, Dekois,LightGBM_Ranker,HDAC2,BEDROC,0.6259152601250212, Dekois,LightGBM_Ranker,HDAC2,Enrichment factor 1%,33.214285714285715, Dekois,LightGBM_Ranker,HDAC2,Enrichment factor 5%,11.071428571428571, Dekois,LightGBM_Ranker,HDAC2,RIE,10.073107379264156, Dekois,LightGBM_Ranker,HDAC2,AUPRC,0.5742816430046801, Dekois,LightGBM_Ranker,HDAC2,accuracy,0.5161290322580645, Dekois,LightGBM_Ranker,HDAC2,F1 score,0.07407407407407407, Dekois,LightGBM_Ranker,HDAC2,recall,0.8571428571428571, Dekois,LightGBM_Ranker,HDAC2,precision,0.03870967741935484, Dekois,LightGBM_Ranker,HDAC2,MCC,0.10856745817698685, Dekois,RandomForest,HIV1PR,AUROC,0.9709638187899058, Dekois,RandomForest,HIV1PR,BEDROC,0.8659556011488508, Dekois,RandomForest,HIV1PR,Enrichment factor 1%,28.181818181818183, Dekois,RandomForest,HIV1PR,Enrichment factor 5%,15.852272727272727, Dekois,RandomForest,HIV1PR,RIE,12.402147383536619, Dekois,RandomForest,HIV1PR,AUPRC,0.8133838383838383, Dekois,RandomForest,HIV1PR,accuracy,0.9774193548387097, Dekois,RandomForest,HIV1PR,F1 score,0.5333333333333333, Dekois,RandomForest,HIV1PR,recall,0.36363636363636365, Dekois,RandomForest,HIV1PR,precision,1.0, Dekois,RandomForest,HIV1PR,MCC,0.5960854676383659, Dekois,LogisticRegression,HIV1PR,AUROC,0.9887503800547278, Dekois,LogisticRegression,HIV1PR,BEDROC,0.9206836597065107, Dekois,LogisticRegression,HIV1PR,Enrichment factor 1%,28.181818181818183, Dekois,LogisticRegression,HIV1PR,Enrichment factor 5%,17.613636363636363, Dekois,LogisticRegression,HIV1PR,RIE,13.185958290309983, Dekois,LogisticRegression,HIV1PR,AUPRC,0.8935064935064936, Dekois,LogisticRegression,HIV1PR,accuracy,0.9870967741935484, Dekois,LogisticRegression,HIV1PR,F1 score,0.7777777777777778, Dekois,LogisticRegression,HIV1PR,recall,0.6363636363636364, Dekois,LogisticRegression,HIV1PR,precision,1.0, Dekois,LogisticRegression,HIV1PR,MCC,0.7924410364687255, Dekois,SimilaritySearch_Mean,HIV1PR,AUROC,0.896017026451809, Dekois,SimilaritySearch_Mean,HIV1PR,BEDROC,0.7900034474301881, Dekois,SimilaritySearch_Mean,HIV1PR,Enrichment factor 1%,28.181818181818183, Dekois,SimilaritySearch_Mean,HIV1PR,Enrichment factor 5%,14.090909090909092, Dekois,SimilaritySearch_Mean,HIV1PR,RIE,11.314366672022912, Dekois,SimilaritySearch_Mean,HIV1PR,AUPRC,0.7062089458109999, Dekois,SimilaritySearch_Max,HIV1PR,AUROC,0.9750684098510186, Dekois,SimilaritySearch_Max,HIV1PR,BEDROC,0.8753572393530763, Dekois,SimilaritySearch_Max,HIV1PR,Enrichment factor 1%,28.181818181818183, Dekois,SimilaritySearch_Max,HIV1PR,Enrichment factor 5%,15.852272727272727, Dekois,SimilaritySearch_Max,HIV1PR,RIE,12.536796898981153, Dekois,SimilaritySearch_Max,HIV1PR,AUPRC,0.8284759100548573, Dekois,LightGBM_Ranker,HIV1PR,AUROC,0.9504408634843418, Dekois,LightGBM_Ranker,HIV1PR,BEDROC,0.8133562617998225, Dekois,LightGBM_Ranker,HIV1PR,Enrichment factor 1%,28.181818181818183, Dekois,LightGBM_Ranker,HIV1PR,Enrichment factor 5%,14.090909090909092, Dekois,LightGBM_Ranker,HIV1PR,RIE,11.648823824152442, Dekois,LightGBM_Ranker,HIV1PR,AUPRC,0.7454267954267955, Dekois,LightGBM_Ranker,HIV1PR,accuracy,0.535483870967742, Dekois,LightGBM_Ranker,HIV1PR,F1 score,0.13253012048192772, Dekois,LightGBM_Ranker,HIV1PR,recall,1.0, Dekois,LightGBM_Ranker,HIV1PR,precision,0.07096774193548387, Dekois,LightGBM_Ranker,HIV1PR,MCC,0.19180536399919287, Dekois,RandomForest,HIV1RT,AUROC,0.9465883668903803, Dekois,RandomForest,HIV1RT,BEDROC,0.8806494151542902, Dekois,RandomForest,HIV1RT,Enrichment factor 1%,25.833333333333332, Dekois,RandomForest,HIV1RT,Enrichment factor 5%,16.145833333333332, Dekois,RandomForest,HIV1RT,RIE,12.260592400796583, Dekois,RandomForest,HIV1RT,AUPRC,0.8395833333333335, Dekois,RandomForest,HIV1RT,accuracy,0.964516129032258, Dekois,RandomForest,HIV1RT,F1 score,0.15384615384615385, Dekois,RandomForest,HIV1RT,recall,0.08333333333333333, Dekois,RandomForest,HIV1RT,precision,1.0, Dekois,RandomForest,HIV1RT,MCC,0.28349034294228054, Dekois,LogisticRegression,HIV1RT,AUROC,0.9172259507829977, Dekois,LogisticRegression,HIV1RT,BEDROC,0.8227583412403068, Dekois,LogisticRegression,HIV1RT,Enrichment factor 1%,25.833333333333332, Dekois,LogisticRegression,HIV1RT,Enrichment factor 5%,16.145833333333332, Dekois,LogisticRegression,HIV1RT,RIE,11.454620302153408, Dekois,LogisticRegression,HIV1RT,AUPRC,0.7455776570450484, Dekois,LogisticRegression,HIV1RT,accuracy,0.9741935483870968, Dekois,LogisticRegression,HIV1RT,F1 score,0.5, Dekois,LogisticRegression,HIV1RT,recall,0.3333333333333333, Dekois,LogisticRegression,HIV1RT,precision,1.0, Dekois,LogisticRegression,HIV1RT,MCC,0.5697532241097388, Dekois,SimilaritySearch_Mean,HIV1RT,AUROC,0.878076062639821, Dekois,SimilaritySearch_Mean,HIV1RT,BEDROC,0.3469940498822961, Dekois,SimilaritySearch_Mean,HIV1RT,Enrichment factor 1%,12.916666666666666, Dekois,SimilaritySearch_Mean,HIV1RT,Enrichment factor 5%,4.84375, Dekois,SimilaritySearch_Mean,HIV1RT,RIE,4.83092655387287, Dekois,SimilaritySearch_Mean,HIV1RT,AUPRC,0.272716196701062, Dekois,SimilaritySearch_Max,HIV1RT,AUROC,0.938758389261745, Dekois,SimilaritySearch_Max,HIV1RT,BEDROC,0.883919356603815, Dekois,SimilaritySearch_Max,HIV1RT,Enrichment factor 1%,25.833333333333332, Dekois,SimilaritySearch_Max,HIV1RT,Enrichment factor 5%,16.145833333333332, Dekois,SimilaritySearch_Max,HIV1RT,RIE,12.306117235530685, Dekois,SimilaritySearch_Max,HIV1RT,AUPRC,0.8529040404040407, Dekois,LightGBM_Ranker,HIV1RT,AUROC,0.9130313199105146, Dekois,LightGBM_Ranker,HIV1RT,BEDROC,0.5919123239248884, Dekois,LightGBM_Ranker,HIV1RT,Enrichment factor 1%,19.375, Dekois,LightGBM_Ranker,HIV1RT,Enrichment factor 5%,8.072916666666666, Dekois,LightGBM_Ranker,HIV1RT,RIE,8.240731934568899, Dekois,LightGBM_Ranker,HIV1RT,AUPRC,0.4835365276147706, Dekois,LightGBM_Ranker,HIV1RT,accuracy,0.5387096774193548, Dekois,LightGBM_Ranker,HIV1RT,F1 score,0.1437125748502994, Dekois,LightGBM_Ranker,HIV1RT,recall,1.0, Dekois,LightGBM_Ranker,HIV1RT,precision,0.07741935483870968, Dekois,LightGBM_Ranker,HIV1RT,MCC,0.20067001862719533, Dekois,RandomForest,HSP90,AUROC,0.950966525223951, Dekois,RandomForest,HSP90,BEDROC,0.8162748676066136, Dekois,RandomForest,HSP90,Enrichment factor 1%,33.214285714285715, Dekois,RandomForest,HSP90,Enrichment factor 5%,16.607142857142858, Dekois,RandomForest,HSP90,RIE,13.136641501334758, Dekois,RandomForest,HSP90,AUPRC,0.7325632139648313, Dekois,RandomForest,HSP90,accuracy,0.9870967741935484, Dekois,RandomForest,HSP90,F1 score,0.6, Dekois,RandomForest,HSP90,recall,0.42857142857142855, Dekois,RandomForest,HSP90,precision,1.0, Dekois,RandomForest,HSP90,MCC,0.6503748426997711, Dekois,LogisticRegression,HSP90,AUROC,0.9863272041489863, Dekois,LogisticRegression,HSP90,BEDROC,0.8543754887975582, Dekois,LogisticRegression,HSP90,Enrichment factor 1%,44.285714285714285, Dekois,LogisticRegression,HSP90,Enrichment factor 5%,16.607142857142858, Dekois,LogisticRegression,HSP90,RIE,13.749810201537251, Dekois,LogisticRegression,HSP90,AUPRC,0.786080586080586, Dekois,LogisticRegression,HSP90,accuracy,0.9870967741935484, Dekois,LogisticRegression,HSP90,F1 score,0.6, Dekois,LogisticRegression,HSP90,recall,0.42857142857142855, Dekois,LogisticRegression,HSP90,precision,1.0, Dekois,LogisticRegression,HSP90,MCC,0.6503748426997711, Dekois,SimilaritySearch_Mean,HSP90,AUROC,0.7350306459217351, Dekois,SimilaritySearch_Mean,HSP90,BEDROC,0.486907586827364, Dekois,SimilaritySearch_Mean,HSP90,Enrichment factor 1%,33.214285714285715, Dekois,SimilaritySearch_Mean,HSP90,Enrichment factor 5%,8.303571428571429, Dekois,SimilaritySearch_Mean,HSP90,RIE,7.83600069465306, Dekois,SimilaritySearch_Mean,HSP90,AUPRC,0.4536319636680659, Dekois,SimilaritySearch_Max,HSP90,AUROC,0.8833097595473833, Dekois,SimilaritySearch_Max,HSP90,BEDROC,0.723192165857218, Dekois,SimilaritySearch_Max,HSP90,Enrichment factor 1%,33.214285714285715, Dekois,SimilaritySearch_Max,HSP90,Enrichment factor 5%,13.839285714285714, Dekois,SimilaritySearch_Max,HSP90,RIE,11.638623950466624, Dekois,SimilaritySearch_Max,HSP90,AUPRC,0.5948031566675634, Dekois,LightGBM_Ranker,HSP90,AUROC,0.9156058462989156, Dekois,LightGBM_Ranker,HSP90,BEDROC,0.699175195293465, Dekois,LightGBM_Ranker,HSP90,Enrichment factor 1%,44.285714285714285, Dekois,LightGBM_Ranker,HSP90,Enrichment factor 5%,11.071428571428571, Dekois,LightGBM_Ranker,HSP90,RIE,11.25210913356705, Dekois,LightGBM_Ranker,HSP90,AUPRC,0.6409602302459445, Dekois,LightGBM_Ranker,HSP90,accuracy,0.5225806451612903, Dekois,LightGBM_Ranker,HSP90,F1 score,0.08641975308641975, Dekois,LightGBM_Ranker,HSP90,recall,1.0, Dekois,LightGBM_Ranker,HSP90,precision,0.04516129032258064, Dekois,LightGBM_Ranker,HSP90,MCC,0.15199444144778157, Dekois,RandomForest,IGF1R,AUROC,0.9727880814837337, Dekois,RandomForest,IGF1R,BEDROC,0.8362178081720275, Dekois,RandomForest,IGF1R,Enrichment factor 1%,28.181818181818183, Dekois,RandomForest,IGF1R,Enrichment factor 5%,15.852272727272727, Dekois,RandomForest,IGF1R,RIE,11.976245075051747, Dekois,RandomForest,IGF1R,AUPRC,0.7723061358930925, Dekois,RandomForest,IGF1R,accuracy,0.9774193548387097, Dekois,RandomForest,IGF1R,F1 score,0.5333333333333333, Dekois,RandomForest,IGF1R,recall,0.36363636363636365, Dekois,RandomForest,IGF1R,precision,1.0, Dekois,RandomForest,IGF1R,MCC,0.5960854676383659, Dekois,LogisticRegression,IGF1R,AUROC,0.9370629370629371, Dekois,LogisticRegression,IGF1R,BEDROC,0.869403812249314, Dekois,LogisticRegression,IGF1R,Enrichment factor 1%,28.181818181818183, Dekois,LogisticRegression,IGF1R,Enrichment factor 5%,15.852272727272727, Dekois,LogisticRegression,IGF1R,RIE,12.451532388973133, Dekois,LogisticRegression,IGF1R,AUPRC,0.82821108815427, Dekois,LogisticRegression,IGF1R,accuracy,0.964516129032258, Dekois,LogisticRegression,IGF1R,F1 score,0.0, Dekois,LogisticRegression,IGF1R,recall,0.0, Dekois,LogisticRegression,IGF1R,precision,0.0, Dekois,LogisticRegression,IGF1R,MCC,0.0, Dekois,SimilaritySearch_Mean,IGF1R,AUROC,0.9370629370629371, Dekois,SimilaritySearch_Mean,IGF1R,BEDROC,0.8015023674730648, Dekois,SimilaritySearch_Mean,IGF1R,Enrichment factor 1%,28.181818181818183, Dekois,SimilaritySearch_Mean,IGF1R,Enrichment factor 5%,14.090909090909092, Dekois,SimilaritySearch_Mean,IGF1R,RIE,11.479053291341332, Dekois,SimilaritySearch_Mean,IGF1R,AUPRC,0.7196013137189607, Dekois,SimilaritySearch_Max,IGF1R,AUROC,0.9635147461234419, Dekois,SimilaritySearch_Max,IGF1R,BEDROC,0.7944292480674173, Dekois,SimilaritySearch_Max,IGF1R,Enrichment factor 1%,21.136363636363637, Dekois,SimilaritySearch_Max,IGF1R,Enrichment factor 5%,14.090909090909092, Dekois,SimilaritySearch_Max,IGF1R,RIE,11.377752637140054, Dekois,SimilaritySearch_Max,IGF1R,AUPRC,0.721049161566403, Dekois,LightGBM_Ranker,IGF1R,AUROC,0.8923685010641532, Dekois,LightGBM_Ranker,IGF1R,BEDROC,0.8130702195552902, Dekois,LightGBM_Ranker,IGF1R,Enrichment factor 1%,28.181818181818183, Dekois,LightGBM_Ranker,IGF1R,Enrichment factor 5%,14.090909090909092, Dekois,LightGBM_Ranker,IGF1R,RIE,11.644727149850977, Dekois,LightGBM_Ranker,IGF1R,AUPRC,0.7610127902744062, Dekois,LightGBM_Ranker,IGF1R,accuracy,0.5290322580645161, Dekois,LightGBM_Ranker,IGF1R,F1 score,0.12048192771084337, Dekois,LightGBM_Ranker,IGF1R,recall,0.9090909090909091, Dekois,LightGBM_Ranker,IGF1R,precision,0.06451612903225806, Dekois,LightGBM_Ranker,IGF1R,MCC,0.1569316614538851, Dekois,RandomForest,ITK,AUROC,0.7468956953642385, Dekois,RandomForest,ITK,BEDROC,0.5693812237488358, Dekois,RandomForest,ITK,Enrichment factor 1%,38.75, Dekois,RandomForest,ITK,Enrichment factor 5%,9.6875, Dekois,RandomForest,ITK,RIE,8.89543029312317, Dekois,RandomForest,ITK,AUPRC,0.5261591674168887, Dekois,RandomForest,ITK,accuracy,0.9806451612903225, Dekois,RandomForest,ITK,F1 score,0.4, Dekois,RandomForest,ITK,recall,0.25, Dekois,RandomForest,ITK,precision,1.0, Dekois,RandomForest,ITK,MCC,0.4951059180921493, Dekois,LogisticRegression,ITK,AUROC,0.8758278145695364, Dekois,LogisticRegression,ITK,BEDROC,0.576663545236385, Dekois,LogisticRegression,ITK,Enrichment factor 1%,38.75, Dekois,LogisticRegression,ITK,Enrichment factor 5%,9.6875, Dekois,LogisticRegression,ITK,RIE,9.009201840321692, Dekois,LogisticRegression,ITK,AUPRC,0.5439390000804597, Dekois,LogisticRegression,ITK,accuracy,0.9870967741935484, Dekois,LogisticRegression,ITK,F1 score,0.6666666666666666, Dekois,LogisticRegression,ITK,recall,0.5, Dekois,LogisticRegression,ITK,precision,1.0, Dekois,LogisticRegression,ITK,MCC,0.7024699653989356, Dekois,SimilaritySearch_Mean,ITK,AUROC,0.8899006622516556, Dekois,SimilaritySearch_Mean,ITK,BEDROC,0.6273295125172353, Dekois,SimilaritySearch_Mean,ITK,Enrichment factor 1%,29.0625, Dekois,SimilaritySearch_Mean,ITK,Enrichment factor 5%,12.109375, Dekois,SimilaritySearch_Mean,ITK,RIE,9.80075512421717, Dekois,SimilaritySearch_Mean,ITK,AUPRC,0.5393657743996475, Dekois,SimilaritySearch_Max,ITK,AUROC,0.8509933774834437, Dekois,SimilaritySearch_Max,ITK,BEDROC,0.64413252967017, Dekois,SimilaritySearch_Max,ITK,Enrichment factor 1%,38.75, Dekois,SimilaritySearch_Max,ITK,Enrichment factor 5%,12.109375, Dekois,SimilaritySearch_Max,ITK,RIE,10.063268288784434, Dekois,SimilaritySearch_Max,ITK,AUPRC,0.575934538244763, Dekois,LightGBM_Ranker,ITK,AUROC,0.798841059602649, Dekois,LightGBM_Ranker,ITK,BEDROC,0.5455841624546981, Dekois,LightGBM_Ranker,ITK,Enrichment factor 1%,29.0625, Dekois,LightGBM_Ranker,ITK,Enrichment factor 5%,9.6875, Dekois,LightGBM_Ranker,ITK,RIE,8.523649331950123, Dekois,LightGBM_Ranker,ITK,AUPRC,0.47289621991574715, Dekois,LightGBM_Ranker,ITK,accuracy,0.5193548387096775, Dekois,LightGBM_Ranker,ITK,F1 score,0.08588957055214724, Dekois,LightGBM_Ranker,ITK,recall,0.875, Dekois,LightGBM_Ranker,ITK,precision,0.04516129032258064, Dekois,LightGBM_Ranker,ITK,MCC,0.12206826881567391, Dekois,RandomForest,JAK3,AUROC,0.8831666666666667, Dekois,RandomForest,JAK3,BEDROC,0.7440456764983738, Dekois,RandomForest,JAK3,Enrichment factor 1%,23.25, Dekois,RandomForest,JAK3,Enrichment factor 5%,11.625, Dekois,RandomForest,JAK3,RIE,10.965807937627366, Dekois,RandomForest,JAK3,AUPRC,0.6280495470618026, Dekois,RandomForest,JAK3,accuracy,0.9741935483870968, Dekois,RandomForest,JAK3,F1 score,0.3333333333333333, Dekois,RandomForest,JAK3,recall,0.2, Dekois,RandomForest,JAK3,precision,1.0, Dekois,RandomForest,JAK3,MCC,0.44136741475237473, Dekois,LogisticRegression,JAK3,AUROC,0.9626666666666667, Dekois,LogisticRegression,JAK3,BEDROC,0.766691871875693, Dekois,LogisticRegression,JAK3,Enrichment factor 1%,31.0, Dekois,LogisticRegression,JAK3,Enrichment factor 5%,13.5625, Dekois,LogisticRegression,JAK3,RIE,11.29956947345534, Dekois,LogisticRegression,JAK3,AUPRC,0.6890271844977987, Dekois,LogisticRegression,JAK3,accuracy,0.9806451612903225, Dekois,LogisticRegression,JAK3,F1 score,0.5714285714285714, Dekois,LogisticRegression,JAK3,recall,0.4, Dekois,LogisticRegression,JAK3,precision,1.0, Dekois,LogisticRegression,JAK3,MCC,0.6262242910851495, Dekois,SimilaritySearch_Mean,JAK3,AUROC,0.9123333333333334, Dekois,SimilaritySearch_Mean,JAK3,BEDROC,0.6193698851955922, Dekois,SimilaritySearch_Mean,JAK3,Enrichment factor 1%,23.25, Dekois,SimilaritySearch_Mean,JAK3,Enrichment factor 5%,7.75, Dekois,SimilaritySearch_Mean,JAK3,RIE,9.128325619186354, Dekois,SimilaritySearch_Mean,JAK3,AUPRC,0.5207135314346056, Dekois,SimilaritySearch_Max,JAK3,AUROC,0.9088333333333334, Dekois,SimilaritySearch_Max,JAK3,BEDROC,0.6860066903247749, Dekois,SimilaritySearch_Max,JAK3,Enrichment factor 1%,31.0, Dekois,SimilaritySearch_Max,JAK3,Enrichment factor 5%,11.625, Dekois,SimilaritySearch_Max,JAK3,RIE,10.110424468552475, Dekois,SimilaritySearch_Max,JAK3,AUPRC,0.6103163841807908, Dekois,LightGBM_Ranker,JAK3,AUROC,0.883, Dekois,LightGBM_Ranker,JAK3,BEDROC,0.5855529880999729, Dekois,LightGBM_Ranker,JAK3,Enrichment factor 1%,23.25, Dekois,LightGBM_Ranker,JAK3,Enrichment factor 5%,11.625, Dekois,LightGBM_Ranker,JAK3,RIE,8.629929340097702, Dekois,LightGBM_Ranker,JAK3,AUPRC,0.48682185435965597, Dekois,LightGBM_Ranker,JAK3,accuracy,0.5258064516129032, Dekois,LightGBM_Ranker,JAK3,F1 score,0.10909090909090909, Dekois,LightGBM_Ranker,JAK3,recall,0.9, Dekois,LightGBM_Ranker,JAK3,precision,0.05806451612903226, Dekois,LightGBM_Ranker,JAK3,MCC,0.1460593486680443, Dekois,RandomForest,JNK1,AUROC,0.9288127413127413, Dekois,RandomForest,JNK1,BEDROC,0.7986058990223737, Dekois,RandomForest,JNK1,Enrichment factor 1%,16.607142857142858, Dekois,RandomForest,JNK1,Enrichment factor 5%,13.839285714285714, Dekois,RandomForest,JNK1,RIE,10.517030508050006, Dekois,RandomForest,JNK1,AUPRC,0.685328430503869, Dekois,RandomForest,JNK1,accuracy,0.9580645161290322, Dekois,RandomForest,JNK1,F1 score,0.13333333333333333, Dekois,RandomForest,JNK1,recall,0.07142857142857142, Dekois,RandomForest,JNK1,precision,1.0, Dekois,RandomForest,JNK1,MCC,0.2615788330488804, Dekois,LogisticRegression,JNK1,AUROC,0.9666988416988417, Dekois,LogisticRegression,JNK1,BEDROC,0.7726744165729325, Dekois,LogisticRegression,JNK1,Enrichment factor 1%,22.142857142857142, Dekois,LogisticRegression,JNK1,Enrichment factor 5%,12.455357142857142, Dekois,LogisticRegression,JNK1,RIE,10.175532667078963, Dekois,LogisticRegression,JNK1,AUPRC,0.7112659042591457, Dekois,LogisticRegression,JNK1,accuracy,0.9741935483870968, Dekois,LogisticRegression,JNK1,F1 score,0.6, Dekois,LogisticRegression,JNK1,recall,0.42857142857142855, Dekois,LogisticRegression,JNK1,precision,1.0, Dekois,LogisticRegression,JNK1,MCC,0.6459823783066428, Dekois,SimilaritySearch_Mean,JNK1,AUROC,0.8166023166023166, Dekois,SimilaritySearch_Mean,JNK1,BEDROC,0.5009974356127106, Dekois,SimilaritySearch_Mean,JNK1,Enrichment factor 1%,16.607142857142858, Dekois,SimilaritySearch_Mean,JNK1,Enrichment factor 5%,6.919642857142857, Dekois,SimilaritySearch_Mean,JNK1,RIE,6.59775408768865, Dekois,SimilaritySearch_Mean,JNK1,AUPRC,0.3904011347989776, Dekois,SimilaritySearch_Max,JNK1,AUROC,0.8940637065637066, Dekois,SimilaritySearch_Max,JNK1,BEDROC,0.7067351196532169, Dekois,SimilaritySearch_Max,JNK1,Enrichment factor 1%,16.607142857142858, Dekois,SimilaritySearch_Max,JNK1,Enrichment factor 5%,12.455357142857142, Dekois,SimilaritySearch_Max,JNK1,RIE,9.307162431126002, Dekois,SimilaritySearch_Max,JNK1,AUPRC,0.5386153711267029, Dekois,LightGBM_Ranker,JNK1,AUROC,0.8791023166023166, Dekois,LightGBM_Ranker,JNK1,BEDROC,0.6127642764880523, Dekois,LightGBM_Ranker,JNK1,Enrichment factor 1%,16.607142857142858, Dekois,LightGBM_Ranker,JNK1,Enrichment factor 5%,9.6875, Dekois,LightGBM_Ranker,JNK1,RIE,8.069638116127821, Dekois,LightGBM_Ranker,JNK1,AUPRC,0.4937947347710639, Dekois,LightGBM_Ranker,JNK1,accuracy,0.5387096774193548, Dekois,LightGBM_Ranker,JNK1,F1 score,0.15384615384615385, Dekois,LightGBM_Ranker,JNK1,recall,0.9285714285714286, Dekois,LightGBM_Ranker,JNK1,precision,0.08387096774193549, Dekois,LightGBM_Ranker,JNK1,MCC,0.18641092980036, Dekois,RandomForest,JNK2,AUROC,0.9023624953857512, Dekois,RandomForest,JNK2,BEDROC,0.6954826207485005, Dekois,RandomForest,JNK2,Enrichment factor 1%,25.833333333333332, Dekois,RandomForest,JNK2,Enrichment factor 5%,10.76388888888889, Dekois,RandomForest,JNK2,RIE,10.55151074973562, Dekois,RandomForest,JNK2,AUPRC,0.5356357370118838, Dekois,RandomForest,JNK2,accuracy,0.9709677419354839, Dekois,RandomForest,JNK2,F1 score,0.18181818181818182, Dekois,RandomForest,JNK2,recall,0.1111111111111111, Dekois,RandomForest,JNK2,precision,0.5, Dekois,RandomForest,JNK2,MCC,0.22604140228405678, Dekois,LogisticRegression,JNK2,AUROC,0.905500184569952, Dekois,LogisticRegression,JNK2,BEDROC,0.7721879100002635, Dekois,LogisticRegression,JNK2,Enrichment factor 1%,34.44444444444444, Dekois,LogisticRegression,JNK2,Enrichment factor 5%,15.069444444444445, Dekois,LogisticRegression,JNK2,RIE,11.715244616936621, Dekois,LogisticRegression,JNK2,AUPRC,0.6640313602103671, Dekois,LogisticRegression,JNK2,accuracy,0.9709677419354839, Dekois,LogisticRegression,JNK2,F1 score,0.0, Dekois,LogisticRegression,JNK2,recall,0.0, Dekois,LogisticRegression,JNK2,precision,0.0, Dekois,LogisticRegression,JNK2,MCC,0.0, Dekois,SimilaritySearch_Mean,JNK2,AUROC,0.8792912513842746, Dekois,SimilaritySearch_Mean,JNK2,BEDROC,0.5698945260200433, Dekois,SimilaritySearch_Mean,JNK2,Enrichment factor 1%,17.22222222222222, Dekois,SimilaritySearch_Mean,JNK2,Enrichment factor 5%,12.916666666666666, Dekois,SimilaritySearch_Mean,JNK2,RIE,8.646151672435824, Dekois,SimilaritySearch_Mean,JNK2,AUPRC,0.3844134603393862, Dekois,SimilaritySearch_Max,JNK2,AUROC,0.8593576965669989, Dekois,SimilaritySearch_Max,JNK2,BEDROC,0.5819395635206583, Dekois,SimilaritySearch_Max,JNK2,Enrichment factor 1%,25.833333333333332, Dekois,SimilaritySearch_Max,JNK2,Enrichment factor 5%,10.76388888888889, Dekois,SimilaritySearch_Max,JNK2,RIE,8.828892891560418, Dekois,SimilaritySearch_Max,JNK2,AUPRC,0.41503524121492363, Dekois,LightGBM_Ranker,JNK2,AUROC,0.8708010335917312, Dekois,LightGBM_Ranker,JNK2,BEDROC,0.6402401855034081, Dekois,LightGBM_Ranker,JNK2,Enrichment factor 1%,17.22222222222222, Dekois,LightGBM_Ranker,JNK2,Enrichment factor 5%,12.916666666666666, Dekois,LightGBM_Ranker,JNK2,RIE,9.713400452147573, Dekois,LightGBM_Ranker,JNK2,AUPRC,0.48940941986918995, Dekois,LightGBM_Ranker,JNK2,accuracy,0.5225806451612903, Dekois,LightGBM_Ranker,JNK2,F1 score,0.0975609756097561, Dekois,LightGBM_Ranker,JNK2,recall,0.8888888888888888, Dekois,LightGBM_Ranker,JNK2,precision,0.05161290322580645, Dekois,LightGBM_Ranker,JNK2,MCC,0.13449109746432147, Dekois,RandomForest,JNK3,AUROC,0.98084451901566, Dekois,RandomForest,JNK3,BEDROC,0.7699186107287277, Dekois,RandomForest,JNK3,Enrichment factor 1%,12.916666666666666, Dekois,RandomForest,JNK3,Enrichment factor 5%,14.53125, Dekois,RandomForest,JNK3,RIE,10.71897410295809, Dekois,RandomForest,JNK3,AUPRC,0.6275032998749267, Dekois,RandomForest,JNK3,accuracy,0.964516129032258, Dekois,RandomForest,JNK3,F1 score,0.15384615384615385, Dekois,RandomForest,JNK3,recall,0.08333333333333333, Dekois,RandomForest,JNK3,precision,1.0, Dekois,RandomForest,JNK3,MCC,0.28349034294228054, Dekois,LogisticRegression,JNK3,AUROC,0.9074384787472035, Dekois,LogisticRegression,JNK3,BEDROC,0.6932211738642654, Dekois,LogisticRegression,JNK3,Enrichment factor 1%,19.375, Dekois,LogisticRegression,JNK3,Enrichment factor 5%,11.302083333333334, Dekois,LogisticRegression,JNK3,RIE,9.651175736632196, Dekois,LogisticRegression,JNK3,AUPRC,0.5743362182450203, Dekois,LogisticRegression,JNK3,accuracy,0.964516129032258, Dekois,LogisticRegression,JNK3,F1 score,0.15384615384615385, Dekois,LogisticRegression,JNK3,recall,0.08333333333333333, Dekois,LogisticRegression,JNK3,precision,1.0, Dekois,LogisticRegression,JNK3,MCC,0.28349034294228054, Dekois,SimilaritySearch_Mean,JNK3,AUROC,0.9015659955257271, Dekois,SimilaritySearch_Mean,JNK3,BEDROC,0.5562189478760317, Dekois,SimilaritySearch_Mean,JNK3,Enrichment factor 1%,19.375, Dekois,SimilaritySearch_Mean,JNK3,Enrichment factor 5%,8.072916666666666, Dekois,SimilaritySearch_Mean,JNK3,RIE,7.743801004517379, Dekois,SimilaritySearch_Mean,JNK3,AUPRC,0.4475260984229825, Dekois,SimilaritySearch_Max,JNK3,AUROC,0.884228187919463, Dekois,SimilaritySearch_Max,JNK3,BEDROC,0.6372592641919592, Dekois,SimilaritySearch_Max,JNK3,Enrichment factor 1%,12.916666666666666, Dekois,SimilaritySearch_Max,JNK3,Enrichment factor 5%,11.302083333333334, Dekois,SimilaritySearch_Max,JNK3,RIE,8.872061881365232, Dekois,SimilaritySearch_Max,JNK3,AUPRC,0.4507828470590603, Dekois,LightGBM_Ranker,JNK3,AUROC,0.910234899328859, Dekois,LightGBM_Ranker,JNK3,BEDROC,0.6247383136078137, Dekois,LightGBM_Ranker,JNK3,Enrichment factor 1%,12.916666666666666, Dekois,LightGBM_Ranker,JNK3,Enrichment factor 5%,11.302083333333334, Dekois,LightGBM_Ranker,JNK3,RIE,8.69774248915106, Dekois,LightGBM_Ranker,JNK3,AUPRC,0.48222059722059724, Dekois,LightGBM_Ranker,JNK3,accuracy,0.532258064516129, Dekois,LightGBM_Ranker,JNK3,F1 score,0.1317365269461078, Dekois,LightGBM_Ranker,JNK3,recall,0.9166666666666666, Dekois,LightGBM_Ranker,JNK3,precision,0.07096774193548387, Dekois,LightGBM_Ranker,JNK3,MCC,0.16722501552266278, Dekois,RandomForest,KIF11,AUROC,0.9947540983606558, Dekois,RandomForest,KIF11,BEDROC,0.9294205841100683, Dekois,RandomForest,KIF11,Enrichment factor 1%,62.0, Dekois,RandomForest,KIF11,Enrichment factor 5%,19.375, Dekois,RandomForest,KIF11,RIE,15.88825323932794, Dekois,RandomForest,KIF11,AUPRC,0.8769230769230769, Dekois,RandomForest,KIF11,accuracy,0.9903225806451613, Dekois,RandomForest,KIF11,F1 score,0.5714285714285714, Dekois,RandomForest,KIF11,recall,0.4, Dekois,RandomForest,KIF11,precision,1.0, Dekois,RandomForest,KIF11,MCC,0.6293678543617366, Dekois,LogisticRegression,KIF11,AUROC,0.9986885245901639, Dekois,LogisticRegression,KIF11,BEDROC,0.9788082663986806, Dekois,LogisticRegression,KIF11,Enrichment factor 1%,62.0, Dekois,LogisticRegression,KIF11,Enrichment factor 5%,19.375, Dekois,LogisticRegression,KIF11,RIE,16.732525481752667, Dekois,LogisticRegression,KIF11,AUPRC,0.9428571428571428, Dekois,LogisticRegression,KIF11,accuracy,0.9903225806451613, Dekois,LogisticRegression,KIF11,F1 score,0.5714285714285714, Dekois,LogisticRegression,KIF11,recall,0.4, Dekois,LogisticRegression,KIF11,precision,1.0, Dekois,LogisticRegression,KIF11,MCC,0.6293678543617366, Dekois,SimilaritySearch_Mean,KIF11,AUROC,0.9967213114754099, Dekois,SimilaritySearch_Mean,KIF11,BEDROC,0.9485154259017082, Dekois,SimilaritySearch_Mean,KIF11,Enrichment factor 1%,46.5, Dekois,SimilaritySearch_Mean,KIF11,Enrichment factor 5%,19.375, Dekois,SimilaritySearch_Mean,KIF11,RIE,16.21467562141025, Dekois,SimilaritySearch_Mean,KIF11,AUPRC,0.8711111111111112, Dekois,SimilaritySearch_Max,KIF11,AUROC,0.9999999999999999, Dekois,SimilaritySearch_Max,KIF11,BEDROC,1.0000000000000004, Dekois,SimilaritySearch_Max,KIF11,Enrichment factor 1%,62.0, Dekois,SimilaritySearch_Max,KIF11,Enrichment factor 5%,19.375, Dekois,SimilaritySearch_Max,KIF11,RIE,17.094793796833716, Dekois,SimilaritySearch_Max,KIF11,AUPRC,1.0, Dekois,LightGBM_Ranker,KIF11,AUROC,0.9672131147540983, Dekois,LightGBM_Ranker,KIF11,BEDROC,0.7886396957673727, Dekois,LightGBM_Ranker,KIF11,Enrichment factor 1%,46.5, Dekois,LightGBM_Ranker,KIF11,Enrichment factor 5%,15.5, Dekois,LightGBM_Ranker,KIF11,RIE,13.481632989423263, Dekois,LightGBM_Ranker,KIF11,AUPRC,0.6838935574229692, Dekois,LightGBM_Ranker,KIF11,accuracy,0.5161290322580645, Dekois,LightGBM_Ranker,KIF11,F1 score,0.0625, Dekois,LightGBM_Ranker,KIF11,recall,1.0, Dekois,LightGBM_Ranker,KIF11,precision,0.03225806451612903, Dekois,LightGBM_Ranker,KIF11,MCC,0.12803687993289598, Dekois,RandomForest,LCK,AUROC,0.9114064230343301, Dekois,RandomForest,LCK,BEDROC,0.9153410722832291, Dekois,RandomForest,LCK,Enrichment factor 1%,34.44444444444444, Dekois,RandomForest,LCK,Enrichment factor 5%,17.22222222222222, Dekois,RandomForest,LCK,RIE,13.887092018473915, Dekois,RandomForest,LCK,AUPRC,0.8927056827820188, Dekois,RandomForest,LCK,accuracy,0.9709677419354839, Dekois,RandomForest,LCK,F1 score,0.0, Dekois,RandomForest,LCK,recall,0.0, Dekois,RandomForest,LCK,precision,0.0, Dekois,RandomForest,LCK,MCC,0.0, Dekois,LogisticRegression,LCK,AUROC,0.9638242894056848, Dekois,LogisticRegression,LCK,BEDROC,0.8697594296821116, Dekois,LogisticRegression,LCK,Enrichment factor 1%,34.44444444444444, Dekois,LogisticRegression,LCK,Enrichment factor 5%,15.069444444444445, Dekois,LogisticRegression,LCK,RIE,13.195550382492753, Dekois,LogisticRegression,LCK,AUPRC,0.8349780701754387, Dekois,LogisticRegression,LCK,accuracy,0.9838709677419355, Dekois,LogisticRegression,LCK,F1 score,0.6153846153846154, Dekois,LogisticRegression,LCK,recall,0.4444444444444444, Dekois,LogisticRegression,LCK,precision,1.0, Dekois,LogisticRegression,LCK,MCC,0.6611976106426393, Dekois,SimilaritySearch_Mean,LCK,AUROC,0.8914728682170542, Dekois,SimilaritySearch_Mean,LCK,BEDROC,0.7050785993991333, Dekois,SimilaritySearch_Mean,LCK,Enrichment factor 1%,25.833333333333332, Dekois,SimilaritySearch_Mean,LCK,Enrichment factor 5%,12.916666666666666, Dekois,SimilaritySearch_Mean,LCK,RIE,10.697096086204741, Dekois,SimilaritySearch_Mean,LCK,AUPRC,0.6190490224972983, Dekois,SimilaritySearch_Max,LCK,AUROC,0.957733480989295, Dekois,SimilaritySearch_Max,LCK,BEDROC,0.7898846014667086, Dekois,SimilaritySearch_Max,LCK,Enrichment factor 1%,25.833333333333332, Dekois,SimilaritySearch_Max,LCK,Enrichment factor 5%,15.069444444444445, Dekois,SimilaritySearch_Max,LCK,RIE,11.98372987261846, Dekois,SimilaritySearch_Max,LCK,AUPRC,0.6389518770471152, Dekois,LightGBM_Ranker,LCK,AUROC,0.9579180509413068, Dekois,LightGBM_Ranker,LCK,BEDROC,0.8570807576982621, Dekois,LightGBM_Ranker,LCK,Enrichment factor 1%,34.44444444444444, Dekois,LightGBM_Ranker,LCK,Enrichment factor 5%,17.22222222222222, Dekois,LightGBM_Ranker,LCK,RIE,13.003195981346954, Dekois,LightGBM_Ranker,LCK,AUPRC,0.7890873015873017, Dekois,LightGBM_Ranker,LCK,accuracy,0.5290322580645161, Dekois,LightGBM_Ranker,LCK,F1 score,0.10975609756097561, Dekois,LightGBM_Ranker,LCK,recall,1.0, Dekois,LightGBM_Ranker,LCK,precision,0.05806451612903226, Dekois,LightGBM_Ranker,LCK,MCC,0.1729171253112705, Dekois,RandomForest,MK2,AUROC,0.9782698675496689, Dekois,RandomForest,MK2,BEDROC,0.8195182265741281, Dekois,RandomForest,MK2,Enrichment factor 1%,29.0625, Dekois,RandomForest,MK2,Enrichment factor 5%,14.53125, Dekois,RandomForest,MK2,RIE,12.803315144360713, Dekois,RandomForest,MK2,AUPRC,0.7194534632034633, Dekois,RandomForest,MK2,accuracy,0.9774193548387097, Dekois,RandomForest,MK2,F1 score,0.36363636363636365, Dekois,RandomForest,MK2,recall,0.25, Dekois,RandomForest,MK2,precision,0.6666666666666666, Dekois,RandomForest,MK2,MCC,0.3995470971087915, Dekois,LogisticRegression,MK2,AUROC,0.9677152317880794, Dekois,LogisticRegression,MK2,BEDROC,0.8025855132100893, Dekois,LogisticRegression,MK2,Enrichment factor 1%,38.75, Dekois,LogisticRegression,MK2,Enrichment factor 5%,14.53125, Dekois,LogisticRegression,MK2,RIE,12.538775738761888, Dekois,LogisticRegression,MK2,AUPRC,0.7537968975468976, Dekois,LogisticRegression,MK2,accuracy,0.9838709677419355, Dekois,LogisticRegression,MK2,F1 score,0.5454545454545454, Dekois,LogisticRegression,MK2,recall,0.375, Dekois,LogisticRegression,MK2,precision,1.0, Dekois,LogisticRegression,MK2,MCC,0.6073652180881965, Dekois,SimilaritySearch_Mean,MK2,AUROC,0.9544701986754968, Dekois,SimilaritySearch_Mean,MK2,BEDROC,0.7911687827653562, Dekois,SimilaritySearch_Mean,MK2,Enrichment factor 1%,38.75, Dekois,SimilaritySearch_Mean,MK2,Enrichment factor 5%,12.109375, Dekois,SimilaritySearch_Mean,MK2,RIE,12.360412412058096, Dekois,SimilaritySearch_Mean,MK2,AUPRC,0.7281454248366013, Dekois,SimilaritySearch_Max,MK2,AUROC,0.9486754966887417, Dekois,SimilaritySearch_Max,MK2,BEDROC,0.801337186217997, Dekois,SimilaritySearch_Max,MK2,Enrichment factor 1%,29.0625, Dekois,SimilaritySearch_Max,MK2,Enrichment factor 5%,14.53125, Dekois,SimilaritySearch_Max,MK2,RIE,12.519273153831678, Dekois,SimilaritySearch_Max,MK2,AUPRC,0.6573067632850242, Dekois,LightGBM_Ranker,MK2,AUROC,0.9557119205298013, Dekois,LightGBM_Ranker,MK2,BEDROC,0.7189833528929485, Dekois,LightGBM_Ranker,MK2,Enrichment factor 1%,29.0625, Dekois,LightGBM_Ranker,MK2,Enrichment factor 5%,12.109375, Dekois,LightGBM_Ranker,MK2,RIE,11.232661041040513, Dekois,LightGBM_Ranker,MK2,AUPRC,0.6215332674571805, Dekois,LightGBM_Ranker,MK2,accuracy,0.5258064516129032, Dekois,LightGBM_Ranker,MK2,F1 score,0.09815950920245399, Dekois,LightGBM_Ranker,MK2,recall,1.0, Dekois,LightGBM_Ranker,MK2,precision,0.05161290322580645, Dekois,LightGBM_Ranker,MK2,MCC,0.16275769175423188, Dekois,RandomForest,MMP2,AUROC,0.9773487382183035, Dekois,RandomForest,MMP2,BEDROC,0.8877678307163452, Dekois,RandomForest,MMP2,Enrichment factor 1%,21.136363636363637, Dekois,RandomForest,MMP2,Enrichment factor 5%,17.613636363636363, Dekois,RandomForest,MMP2,RIE,12.714540402522191, Dekois,RandomForest,MMP2,AUPRC,0.8166184825275735, Dekois,RandomForest,MMP2,accuracy,0.967741935483871, Dekois,RandomForest,MMP2,F1 score,0.16666666666666666, Dekois,RandomForest,MMP2,recall,0.09090909090909091, Dekois,RandomForest,MMP2,precision,1.0, Dekois,RandomForest,MMP2,MCC,0.29659239560733464, Dekois,LogisticRegression,MMP2,AUROC,0.9902705989662511, Dekois,LogisticRegression,MMP2,BEDROC,0.8692003563152769, Dekois,LogisticRegression,MMP2,Enrichment factor 1%,21.136363636363637, Dekois,LogisticRegression,MMP2,Enrichment factor 5%,17.613636363636363, Dekois,LogisticRegression,MMP2,RIE,12.448618509249481, Dekois,LogisticRegression,MMP2,AUPRC,0.7622385190567009, Dekois,LogisticRegression,MMP2,accuracy,0.9806451612903225, Dekois,LogisticRegression,MMP2,F1 score,0.6666666666666666, Dekois,LogisticRegression,MMP2,recall,0.5454545454545454, Dekois,LogisticRegression,MMP2,precision,0.8571428571428571, Dekois,LogisticRegression,MMP2,MCC,0.6750704099492296, Dekois,SimilaritySearch_Mean,MMP2,AUROC,0.8574034660991183, Dekois,SimilaritySearch_Mean,MMP2,BEDROC,0.5471401589777619, Dekois,SimilaritySearch_Mean,MMP2,Enrichment factor 1%,28.181818181818183, Dekois,SimilaritySearch_Mean,MMP2,Enrichment factor 5%,8.806818181818182, Dekois,SimilaritySearch_Mean,MMP2,RIE,7.836097949164759, Dekois,SimilaritySearch_Mean,MMP2,AUPRC,0.47382904476777915, Dekois,SimilaritySearch_Max,MMP2,AUROC,0.9385831559744604, Dekois,SimilaritySearch_Max,MMP2,BEDROC,0.7788547297533577, Dekois,SimilaritySearch_Max,MMP2,Enrichment factor 1%,28.181818181818183, Dekois,SimilaritySearch_Max,MMP2,Enrichment factor 5%,14.090909090909092, Dekois,SimilaritySearch_Max,MMP2,RIE,11.154695623169056, Dekois,SimilaritySearch_Max,MMP2,AUPRC,0.7050353155616313, Dekois,LightGBM_Ranker,MMP2,AUROC,0.9452721191851627, Dekois,LightGBM_Ranker,MMP2,BEDROC,0.7843633940546102, Dekois,LightGBM_Ranker,MMP2,Enrichment factor 1%,21.136363636363637, Dekois,LightGBM_Ranker,MMP2,Enrichment factor 5%,14.090909090909092, Dekois,LightGBM_Ranker,MMP2,RIE,11.233590275653864, Dekois,LightGBM_Ranker,MMP2,AUPRC,0.6916085348829915, Dekois,LightGBM_Ranker,MMP2,accuracy,0.535483870967742, Dekois,LightGBM_Ranker,MMP2,F1 score,0.13253012048192772, Dekois,LightGBM_Ranker,MMP2,recall,1.0, Dekois,LightGBM_Ranker,MMP2,precision,0.07096774193548387, Dekois,LightGBM_Ranker,MMP2,MCC,0.19180536399919287, Dekois,RandomForest,PARP-1,AUROC,1.0, Dekois,RandomForest,PARP-1,BEDROC,1.0000000000000004, Dekois,RandomForest,PARP-1,Enrichment factor 1%,77.5, Dekois,RandomForest,PARP-1,Enrichment factor 5%,19.375, Dekois,RandomForest,PARP-1,RIE,17.627732399597626, Dekois,RandomForest,PARP-1,AUPRC,1.0, Dekois,RandomForest,PARP-1,accuracy,0.9870967741935484, Dekois,RandomForest,PARP-1,F1 score,0.0, Dekois,RandomForest,PARP-1,recall,0.0, Dekois,RandomForest,PARP-1,precision,0.0, Dekois,RandomForest,PARP-1,MCC,0.0, Dekois,LogisticRegression,PARP-1,AUROC,0.9436274509803921, Dekois,LogisticRegression,PARP-1,BEDROC,0.776288215085224, Dekois,LogisticRegression,PARP-1,Enrichment factor 1%,58.125, Dekois,LogisticRegression,PARP-1,Enrichment factor 5%,14.53125, Dekois,LogisticRegression,PARP-1,RIE,13.684200931004963, Dekois,LogisticRegression,PARP-1,AUPRC,0.7636986301369864, Dekois,LogisticRegression,PARP-1,accuracy,0.9935483870967742, Dekois,LogisticRegression,PARP-1,F1 score,0.6666666666666666, Dekois,LogisticRegression,PARP-1,recall,0.5, Dekois,LogisticRegression,PARP-1,precision,1.0, Dekois,LogisticRegression,PARP-1,MCC,0.7048072408490471, Dekois,SimilaritySearch_Mean,PARP-1,AUROC,0.9844771241830065, Dekois,SimilaritySearch_Mean,PARP-1,BEDROC,0.7579939915866498, Dekois,SimilaritySearch_Mean,PARP-1,Enrichment factor 1%,19.375, Dekois,SimilaritySearch_Mean,PARP-1,Enrichment factor 5%,19.375, Dekois,SimilaritySearch_Mean,PARP-1,RIE,13.361715255574058, Dekois,SimilaritySearch_Mean,PARP-1,AUPRC,0.37900641025641024, Dekois,SimilaritySearch_Max,PARP-1,AUROC,0.9673202614379085, Dekois,SimilaritySearch_Max,PARP-1,BEDROC,0.790789478334731, Dekois,SimilaritySearch_Max,PARP-1,Enrichment factor 1%,58.125, Dekois,SimilaritySearch_Max,PARP-1,Enrichment factor 5%,14.53125, Dekois,SimilaritySearch_Max,PARP-1,RIE,13.939825318341384, Dekois,SimilaritySearch_Max,PARP-1,AUPRC,0.7727272727272727, Dekois,LightGBM_Ranker,PARP-1,AUROC,0.963235294117647, Dekois,LightGBM_Ranker,PARP-1,BEDROC,0.5111649952632764, Dekois,LightGBM_Ranker,PARP-1,Enrichment factor 1%,0.0, Dekois,LightGBM_Ranker,PARP-1,Enrichment factor 5%,9.6875, Dekois,LightGBM_Ranker,PARP-1,RIE,9.010679771532944, Dekois,LightGBM_Ranker,PARP-1,AUPRC,0.1784722222222222, Dekois,LightGBM_Ranker,PARP-1,accuracy,0.5129032258064516, Dekois,LightGBM_Ranker,PARP-1,F1 score,0.050314465408805034, Dekois,LightGBM_Ranker,PARP-1,recall,1.0, Dekois,LightGBM_Ranker,PARP-1,precision,0.025806451612903226, Dekois,LightGBM_Ranker,PARP-1,MCC,0.1143323900950059, Dekois,RandomForest,PDE5,AUROC,0.9935249935249935, Dekois,RandomForest,PDE5,BEDROC,0.9573830554539324, Dekois,RandomForest,PDE5,Enrichment factor 1%,23.846153846153847, Dekois,RandomForest,PDE5,Enrichment factor 5%,17.884615384615383, Dekois,RandomForest,PDE5,RIE,12.961268502544419, Dekois,RandomForest,PDE5,AUPRC,0.9434755527872933, Dekois,RandomForest,PDE5,accuracy,0.9612903225806452, Dekois,RandomForest,PDE5,F1 score,0.14285714285714285, Dekois,RandomForest,PDE5,recall,0.07692307692307693, Dekois,RandomForest,PDE5,precision,1.0, Dekois,RandomForest,PDE5,MCC,0.2719113329100116, Dekois,LogisticRegression,PDE5,AUROC,0.9979279979279979, Dekois,LogisticRegression,PDE5,BEDROC,0.975173710553616, Dekois,LogisticRegression,PDE5,Enrichment factor 1%,23.846153846153847, Dekois,LogisticRegression,PDE5,Enrichment factor 5%,17.884615384615383, Dekois,LogisticRegression,PDE5,RIE,13.202122416890523, Dekois,LogisticRegression,PDE5,AUPRC,0.9593120554659014, Dekois,LogisticRegression,PDE5,accuracy,0.9709677419354839, Dekois,LogisticRegression,PDE5,F1 score,0.47058823529411764, Dekois,LogisticRegression,PDE5,recall,0.3076923076923077, Dekois,LogisticRegression,PDE5,precision,1.0, Dekois,LogisticRegression,PDE5,MCC,0.5464819612179816, Dekois,SimilaritySearch_Mean,PDE5,AUROC,0.9515669515669516, Dekois,SimilaritySearch_Mean,PDE5,BEDROC,0.7797775342270925, Dekois,SimilaritySearch_Mean,PDE5,Enrichment factor 1%,23.846153846153847, Dekois,SimilaritySearch_Mean,PDE5,Enrichment factor 5%,11.923076923076923, Dekois,SimilaritySearch_Mean,PDE5,RIE,10.556804768225536, Dekois,SimilaritySearch_Mean,PDE5,AUPRC,0.7241830810564824, Dekois,SimilaritySearch_Max,PDE5,AUROC,0.9976689976689976, Dekois,SimilaritySearch_Max,PDE5,BEDROC,0.9700765618986692, Dekois,SimilaritySearch_Max,PDE5,Enrichment factor 1%,23.846153846153847, Dekois,SimilaritySearch_Max,PDE5,Enrichment factor 5%,19.375, Dekois,SimilaritySearch_Max,PDE5,RIE,13.133116065035061, Dekois,SimilaritySearch_Max,PDE5,AUPRC,0.9499330797407719, Dekois,LightGBM_Ranker,PDE5,AUROC,0.9844599844599845, Dekois,LightGBM_Ranker,PDE5,BEDROC,0.8986337715741892, Dekois,LightGBM_Ranker,PDE5,Enrichment factor 1%,23.846153846153847, Dekois,LightGBM_Ranker,PDE5,Enrichment factor 5%,16.39423076923077, Dekois,LightGBM_Ranker,PDE5,RIE,12.16590740380004, Dekois,LightGBM_Ranker,PDE5,AUPRC,0.8657542457542455, Dekois,LightGBM_Ranker,PDE5,accuracy,0.5419354838709678, Dekois,LightGBM_Ranker,PDE5,F1 score,0.15476190476190477, Dekois,LightGBM_Ranker,PDE5,recall,1.0, Dekois,LightGBM_Ranker,PDE5,precision,0.08387096774193549, Dekois,LightGBM_Ranker,PDE5,MCC,0.2092153048202826, Dekois,RandomForest,PDK1,AUROC,0.9172560113154172, Dekois,RandomForest,PDK1,BEDROC,0.7542462409942172, Dekois,RandomForest,PDK1,Enrichment factor 1%,44.285714285714285, Dekois,RandomForest,PDK1,Enrichment factor 5%,13.839285714285714, Dekois,RandomForest,PDK1,RIE,12.138389736234704, Dekois,RandomForest,PDK1,AUPRC,0.6796422272612748, Dekois,RandomForest,PDK1,accuracy,0.9870967741935484, Dekois,RandomForest,PDK1,F1 score,0.6, Dekois,RandomForest,PDK1,recall,0.42857142857142855, Dekois,RandomForest,PDK1,precision,1.0, Dekois,RandomForest,PDK1,MCC,0.6503748426997711, Dekois,LogisticRegression,PDK1,AUROC,0.8774163130598773, Dekois,LogisticRegression,PDK1,BEDROC,0.8754754914542284, Dekois,LogisticRegression,PDK1,Enrichment factor 1%,44.285714285714285, Dekois,LogisticRegression,PDK1,Enrichment factor 5%,16.607142857142858, Dekois,LogisticRegression,PDK1,RIE,14.089381074631955, Dekois,LogisticRegression,PDK1,AUPRC,0.8404940923737915, Dekois,LogisticRegression,PDK1,accuracy,0.9903225806451613, Dekois,LogisticRegression,PDK1,F1 score,0.7272727272727273, Dekois,LogisticRegression,PDK1,recall,0.5714285714285714, Dekois,LogisticRegression,PDK1,precision,1.0, Dekois,LogisticRegression,PDK1,MCC,0.7522142849828185, Dekois,SimilaritySearch_Mean,PDK1,AUROC,0.9622819424799622, Dekois,SimilaritySearch_Mean,PDK1,BEDROC,0.7875363554032367, Dekois,SimilaritySearch_Mean,PDK1,Enrichment factor 1%,44.285714285714285, Dekois,SimilaritySearch_Mean,PDK1,Enrichment factor 5%,16.607142857142858, Dekois,SimilaritySearch_Mean,PDK1,RIE,12.674141005996738, Dekois,SimilaritySearch_Mean,PDK1,AUPRC,0.7073953823953822, Dekois,SimilaritySearch_Max,PDK1,AUROC,0.9766619519094767, Dekois,SimilaritySearch_Max,PDK1,BEDROC,0.8413387900443411, Dekois,SimilaritySearch_Max,PDK1,Enrichment factor 1%,44.285714285714285, Dekois,SimilaritySearch_Max,PDK1,Enrichment factor 5%,16.607142857142858, Dekois,SimilaritySearch_Max,PDK1,RIE,13.540005338005486, Dekois,SimilaritySearch_Max,PDK1,AUPRC,0.7959183673469388, Dekois,LightGBM_Ranker,PDK1,AUROC,0.8345120226308345, Dekois,LightGBM_Ranker,PDK1,BEDROC,0.7524371308058475, Dekois,LightGBM_Ranker,PDK1,Enrichment factor 1%,44.285714285714285, Dekois,LightGBM_Ranker,PDK1,Enrichment factor 5%,13.839285714285714, Dekois,LightGBM_Ranker,PDK1,RIE,12.109274994583474, Dekois,LightGBM_Ranker,PDK1,AUPRC,0.7061340577186506, Dekois,LightGBM_Ranker,PDK1,accuracy,0.5161290322580645, Dekois,LightGBM_Ranker,PDK1,F1 score,0.07407407407407407, Dekois,LightGBM_Ranker,PDK1,recall,0.8571428571428571, Dekois,LightGBM_Ranker,PDK1,precision,0.03870967741935484, Dekois,LightGBM_Ranker,PDK1,MCC,0.10856745817698685, Dekois,RandomForest,PI3Kg,AUROC,0.8788610038610039, Dekois,RandomForest,PI3Kg,BEDROC,0.6672903228179626, Dekois,RandomForest,PI3Kg,Enrichment factor 1%,22.142857142857142, Dekois,RandomForest,PI3Kg,Enrichment factor 5%,11.071428571428571, Dekois,RandomForest,PI3Kg,RIE,8.787704548876352, Dekois,RandomForest,PI3Kg,AUPRC,0.5661222525610878, Dekois,RandomForest,PI3Kg,accuracy,0.9612903225806452, Dekois,RandomForest,PI3Kg,F1 score,0.25, Dekois,RandomForest,PI3Kg,recall,0.14285714285714285, Dekois,RandomForest,PI3Kg,precision,1.0, Dekois,RandomForest,PI3Kg,MCC,0.3705283796801846, Dekois,LogisticRegression,PI3Kg,AUROC,0.8972007722007722, Dekois,LogisticRegression,PI3Kg,BEDROC,0.6931502035022706, Dekois,LogisticRegression,PI3Kg,Enrichment factor 1%,22.142857142857142, Dekois,LogisticRegression,PI3Kg,Enrichment factor 5%,11.071428571428571, Dekois,LogisticRegression,PI3Kg,RIE,9.128259449224913, Dekois,LogisticRegression,PI3Kg,AUPRC,0.6267363259633735, Dekois,LogisticRegression,PI3Kg,accuracy,0.964516129032258, Dekois,LogisticRegression,PI3Kg,F1 score,0.35294117647058826, Dekois,LogisticRegression,PI3Kg,recall,0.21428571428571427, Dekois,LogisticRegression,PI3Kg,precision,1.0, Dekois,LogisticRegression,PI3Kg,MCC,0.4545412242283795, Dekois,SimilaritySearch_Mean,PI3Kg,AUROC,0.839527027027027, Dekois,SimilaritySearch_Mean,PI3Kg,BEDROC,0.5570916216573233, Dekois,SimilaritySearch_Mean,PI3Kg,Enrichment factor 1%,22.142857142857142, Dekois,SimilaritySearch_Mean,PI3Kg,Enrichment factor 5%,6.919642857142857, Dekois,SimilaritySearch_Mean,PI3Kg,RIE,7.336471724160528, Dekois,SimilaritySearch_Mean,PI3Kg,AUPRC,0.4827570136680401, Dekois,SimilaritySearch_Max,PI3Kg,AUROC,0.8073117760617761, Dekois,SimilaritySearch_Max,PI3Kg,BEDROC,0.6493900274981498, Dekois,SimilaritySearch_Max,PI3Kg,Enrichment factor 1%,22.142857142857142, Dekois,SimilaritySearch_Max,PI3Kg,Enrichment factor 5%,9.6875, Dekois,SimilaritySearch_Max,PI3Kg,RIE,8.551971315484142, Dekois,SimilaritySearch_Max,PI3Kg,AUPRC,0.5696579904909064, Dekois,LightGBM_Ranker,PI3Kg,AUROC,0.8477316602316602, Dekois,LightGBM_Ranker,PI3Kg,BEDROC,0.5763796110309709, Dekois,LightGBM_Ranker,PI3Kg,Enrichment factor 1%,22.142857142857142, Dekois,LightGBM_Ranker,PI3Kg,Enrichment factor 5%,9.6875, Dekois,LightGBM_Ranker,PI3Kg,RIE,7.590479829582785, Dekois,LightGBM_Ranker,PI3Kg,AUPRC,0.48186385347394345, Dekois,LightGBM_Ranker,PI3Kg,accuracy,0.532258064516129, Dekois,LightGBM_Ranker,PI3Kg,F1 score,0.14201183431952663, Dekois,LightGBM_Ranker,PI3Kg,recall,0.8571428571428571, Dekois,LightGBM_Ranker,PI3Kg,precision,0.07741935483870968, Dekois,LightGBM_Ranker,PI3Kg,MCC,0.1553424415003, Dekois,RandomForest,PIM-1,AUROC,0.9856035437430786, Dekois,RandomForest,PIM-1,BEDROC,0.8537395035320741, Dekois,RandomForest,PIM-1,Enrichment factor 1%,34.44444444444444, Dekois,RandomForest,PIM-1,Enrichment factor 5%,15.069444444444445, Dekois,RandomForest,PIM-1,RIE,12.952504162437869, Dekois,RandomForest,PIM-1,AUPRC,0.7656996898376209, Dekois,RandomForest,PIM-1,accuracy,0.9774193548387097, Dekois,RandomForest,PIM-1,F1 score,0.36363636363636365, Dekois,RandomForest,PIM-1,recall,0.2222222222222222, Dekois,RandomForest,PIM-1,precision,1.0, Dekois,RandomForest,PIM-1,MCC,0.4660168636130212, Dekois,LogisticRegression,PIM-1,AUROC,0.961609449981543, Dekois,LogisticRegression,PIM-1,BEDROC,0.7803049243362876, Dekois,LogisticRegression,PIM-1,Enrichment factor 1%,34.44444444444444, Dekois,LogisticRegression,PIM-1,Enrichment factor 5%,12.916666666666666, Dekois,LogisticRegression,PIM-1,RIE,11.83839185457213, Dekois,LogisticRegression,PIM-1,AUPRC,0.7010090218423553, Dekois,LogisticRegression,PIM-1,accuracy,0.9806451612903225, Dekois,LogisticRegression,PIM-1,F1 score,0.5, Dekois,LogisticRegression,PIM-1,recall,0.3333333333333333, Dekois,LogisticRegression,PIM-1,precision,1.0, Dekois,LogisticRegression,PIM-1,MCC,0.5716805710822062, Dekois,SimilaritySearch_Mean,PIM-1,AUROC,0.9235880398671096, Dekois,SimilaritySearch_Mean,PIM-1,BEDROC,0.5656586176092684, Dekois,SimilaritySearch_Mean,PIM-1,Enrichment factor 1%,25.833333333333332, Dekois,SimilaritySearch_Mean,PIM-1,Enrichment factor 5%,8.61111111111111, Dekois,SimilaritySearch_Mean,PIM-1,RIE,8.581886611654934, Dekois,SimilaritySearch_Mean,PIM-1,AUPRC,0.508211184526974, Dekois,SimilaritySearch_Max,PIM-1,AUROC,0.9468438538205981, Dekois,SimilaritySearch_Max,PIM-1,BEDROC,0.72718331361786, Dekois,SimilaritySearch_Max,PIM-1,Enrichment factor 1%,34.44444444444444, Dekois,SimilaritySearch_Max,PIM-1,Enrichment factor 5%,12.916666666666666, Dekois,SimilaritySearch_Max,PIM-1,RIE,11.032457634437746, Dekois,SimilaritySearch_Max,PIM-1,AUPRC,0.6591259820426487, Dekois,LightGBM_Ranker,PIM-1,AUROC,0.8881506090808415, Dekois,LightGBM_Ranker,PIM-1,BEDROC,0.652678843978728, Dekois,LightGBM_Ranker,PIM-1,Enrichment factor 1%,25.833333333333332, Dekois,LightGBM_Ranker,PIM-1,Enrichment factor 5%,12.916666666666666, Dekois,LightGBM_Ranker,PIM-1,RIE,9.902113489690077, Dekois,LightGBM_Ranker,PIM-1,AUPRC,0.5442437501380591, Dekois,LightGBM_Ranker,PIM-1,accuracy,0.5225806451612903, Dekois,LightGBM_Ranker,PIM-1,F1 score,0.0975609756097561, Dekois,LightGBM_Ranker,PIM-1,recall,0.8888888888888888, Dekois,LightGBM_Ranker,PIM-1,precision,0.05161290322580645, Dekois,LightGBM_Ranker,PIM-1,MCC,0.13449109746432147, Dekois,RandomForest,PIM-2,AUROC,0.997828447339848, Dekois,RandomForest,PIM-2,BEDROC,0.9622220894697342, Dekois,RandomForest,PIM-2,Enrichment factor 1%,51.666666666666664, Dekois,RandomForest,PIM-2,Enrichment factor 5%,19.375, Dekois,RandomForest,PIM-2,RIE,17.496633247294305, Dekois,RandomForest,PIM-2,AUPRC,0.8666666666666667, Dekois,RandomForest,PIM-2,accuracy,0.9903225806451613, Dekois,RandomForest,PIM-2,F1 score,0.5714285714285714, Dekois,RandomForest,PIM-2,recall,0.6666666666666666, Dekois,RandomForest,PIM-2,precision,0.5, Dekois,RandomForest,PIM-2,MCC,0.5726418119886068, Dekois,LogisticRegression,PIM-2,AUROC,1.0, Dekois,LogisticRegression,PIM-2,BEDROC,1.0000000000000004, Dekois,LogisticRegression,PIM-2,Enrichment factor 1%,77.5, Dekois,LogisticRegression,PIM-2,Enrichment factor 5%,19.375, Dekois,LogisticRegression,PIM-2,RIE,18.1835705468144, Dekois,LogisticRegression,PIM-2,AUPRC,1.0, Dekois,LogisticRegression,PIM-2,accuracy,0.9935483870967742, Dekois,LogisticRegression,PIM-2,F1 score,0.75, Dekois,LogisticRegression,PIM-2,recall,1.0, Dekois,LogisticRegression,PIM-2,precision,0.6, Dekois,LogisticRegression,PIM-2,MCC,0.7720694303051548, Dekois,SimilaritySearch_Mean,PIM-2,AUROC,0.9858849077090119, Dekois,SimilaritySearch_Mean,PIM-2,BEDROC,0.822825659227768, Dekois,SimilaritySearch_Mean,PIM-2,Enrichment factor 1%,51.666666666666664, Dekois,SimilaritySearch_Mean,PIM-2,Enrichment factor 5%,19.375, Dekois,SimilaritySearch_Mean,PIM-2,RIE,14.961908430355553, Dekois,SimilaritySearch_Mean,PIM-2,AUPRC,0.7291666666666666, Dekois,SimilaritySearch_Max,PIM-2,AUROC,0.9967426710097721, Dekois,SimilaritySearch_Max,PIM-2,BEDROC,0.9375209926774881, Dekois,SimilaritySearch_Max,PIM-2,Enrichment factor 1%,77.5, Dekois,SimilaritySearch_Max,PIM-2,Enrichment factor 5%,19.375, Dekois,SimilaritySearch_Max,PIM-2,RIE,17.04747911231228, Dekois,SimilaritySearch_Max,PIM-2,AUPRC,0.6388888888888888, Dekois,LightGBM_Ranker,PIM-2,AUROC,0.997828447339848, Dekois,LightGBM_Ranker,PIM-2,BEDROC,0.9622220894697342, Dekois,LightGBM_Ranker,PIM-2,Enrichment factor 1%,51.666666666666664, Dekois,LightGBM_Ranker,PIM-2,Enrichment factor 5%,19.375, Dekois,LightGBM_Ranker,PIM-2,RIE,17.496633247294305, Dekois,LightGBM_Ranker,PIM-2,AUPRC,0.8666666666666667, Dekois,LightGBM_Ranker,PIM-2,accuracy,0.5096774193548387, Dekois,LightGBM_Ranker,PIM-2,F1 score,0.0379746835443038, Dekois,LightGBM_Ranker,PIM-2,recall,1.0, Dekois,LightGBM_Ranker,PIM-2,precision,0.01935483870967742, Dekois,LightGBM_Ranker,PIM-2,MCC,0.09885336094784052, Dekois,RandomForest,PPARA,AUROC,0.9707329707329707, Dekois,RandomForest,PPARA,BEDROC,0.9166424962768918, Dekois,RandomForest,PPARA,Enrichment factor 1%,23.846153846153847, Dekois,RandomForest,PPARA,Enrichment factor 5%,16.39423076923077, Dekois,RandomForest,PPARA,RIE,12.409713593775834, Dekois,RandomForest,PPARA,AUPRC,0.8846809299297986, Dekois,RandomForest,PPARA,accuracy,0.9709677419354839, Dekois,RandomForest,PPARA,F1 score,0.47058823529411764, Dekois,RandomForest,PPARA,recall,0.3076923076923077, Dekois,RandomForest,PPARA,precision,1.0, Dekois,RandomForest,PPARA,MCC,0.5464819612179816, Dekois,LogisticRegression,PPARA,AUROC,0.9958559958559958, Dekois,LogisticRegression,PPARA,BEDROC,0.9535067405301517, Dekois,LogisticRegression,PPARA,Enrichment factor 1%,23.846153846153847, Dekois,LogisticRegression,PPARA,Enrichment factor 5%,16.39423076923077, Dekois,LogisticRegression,PPARA,RIE,12.908790073987428, Dekois,LogisticRegression,PPARA,AUPRC,0.9299396681749621, Dekois,LogisticRegression,PPARA,accuracy,0.9806451612903225, Dekois,LogisticRegression,PPARA,F1 score,0.7, Dekois,LogisticRegression,PPARA,recall,0.5384615384615384, Dekois,LogisticRegression,PPARA,precision,1.0, Dekois,LogisticRegression,PPARA,MCC,0.7264977176423391, Dekois,SimilaritySearch_Mean,PPARA,AUROC,0.98989898989899, Dekois,SimilaritySearch_Mean,PPARA,BEDROC,0.9056188271190486, Dekois,SimilaritySearch_Mean,PPARA,Enrichment factor 1%,23.846153846153847, Dekois,SimilaritySearch_Mean,PPARA,Enrichment factor 5%,14.903846153846153, Dekois,SimilaritySearch_Mean,PPARA,RIE,12.26047266632004, Dekois,SimilaritySearch_Mean,PPARA,AUPRC,0.8721619136598893, Dekois,SimilaritySearch_Max,PPARA,AUROC,0.9814814814814814, Dekois,SimilaritySearch_Max,PPARA,BEDROC,0.8895892101517194, Dekois,SimilaritySearch_Max,PPARA,Enrichment factor 1%,23.846153846153847, Dekois,SimilaritySearch_Max,PPARA,Enrichment factor 5%,14.903846153846153, Dekois,SimilaritySearch_Max,PPARA,RIE,12.043460084691237, Dekois,SimilaritySearch_Max,PPARA,AUPRC,0.8613047634080464, Dekois,LightGBM_Ranker,PPARA,AUROC,0.9836829836829837, Dekois,LightGBM_Ranker,PPARA,BEDROC,0.8846723999095952, Dekois,LightGBM_Ranker,PPARA,Enrichment factor 1%,23.846153846153847, Dekois,LightGBM_Ranker,PPARA,Enrichment factor 5%,14.903846153846153, Dekois,LightGBM_Ranker,PPARA,RIE,11.976895195074906, Dekois,LightGBM_Ranker,PPARA,AUPRC,0.8410239801586836, Dekois,LightGBM_Ranker,PPARA,accuracy,0.5419354838709678, Dekois,LightGBM_Ranker,PPARA,F1 score,0.15476190476190477, Dekois,LightGBM_Ranker,PPARA,recall,1.0, Dekois,LightGBM_Ranker,PPARA,precision,0.08387096774193549, Dekois,LightGBM_Ranker,PPARA,MCC,0.2092153048202826, Dekois,RandomForest,PPARG,AUROC,0.9411353467561522, Dekois,RandomForest,PPARG,BEDROC,0.8286716331188642, Dekois,RandomForest,PPARG,Enrichment factor 1%,25.833333333333332, Dekois,RandomForest,PPARG,Enrichment factor 5%,14.53125, Dekois,RandomForest,PPARG,RIE,11.536946435407248, Dekois,RandomForest,PPARG,AUPRC,0.7718515256932835, Dekois,RandomForest,PPARG,accuracy,0.964516129032258, Dekois,RandomForest,PPARG,F1 score,0.15384615384615385, Dekois,RandomForest,PPARG,recall,0.08333333333333333, Dekois,RandomForest,PPARG,precision,1.0, Dekois,RandomForest,PPARG,MCC,0.28349034294228054, Dekois,LogisticRegression,PPARG,AUROC,0.9362416107382551, Dekois,LogisticRegression,PPARG,BEDROC,0.8170304149556163, Dekois,LogisticRegression,PPARG,Enrichment factor 1%,25.833333333333332, Dekois,LogisticRegression,PPARG,Enrichment factor 5%,14.53125, Dekois,LogisticRegression,PPARG,RIE,11.374874868938527, Dekois,LogisticRegression,PPARG,AUPRC,0.7600104957441915, Dekois,LogisticRegression,PPARG,accuracy,0.9838709677419355, Dekois,LogisticRegression,PPARG,F1 score,0.7368421052631579, Dekois,LogisticRegression,PPARG,recall,0.5833333333333334, Dekois,LogisticRegression,PPARG,precision,1.0, Dekois,LogisticRegression,PPARG,MCC,0.7574347303478193, Dekois,SimilaritySearch_Mean,PPARG,AUROC,0.8878635346756152, Dekois,SimilaritySearch_Mean,PPARG,BEDROC,0.7645367641616079, Dekois,SimilaritySearch_Mean,PPARG,Enrichment factor 1%,25.833333333333332, Dekois,SimilaritySearch_Mean,PPARG,Enrichment factor 5%,12.916666666666666, Dekois,SimilaritySearch_Mean,PPARG,RIE,10.644046866701908, Dekois,SimilaritySearch_Mean,PPARG,AUPRC,0.7074591277780612, Dekois,SimilaritySearch_Max,PPARG,AUROC,0.8982102908277405, Dekois,SimilaritySearch_Max,PPARG,BEDROC,0.7471009891146713, Dekois,SimilaritySearch_Max,PPARG,Enrichment factor 1%,19.375, Dekois,SimilaritySearch_Max,PPARG,Enrichment factor 5%,14.53125, Dekois,SimilaritySearch_Max,PPARG,RIE,10.401302221354166, Dekois,SimilaritySearch_Max,PPARG,AUPRC,0.6223328511394016, Dekois,LightGBM_Ranker,PPARG,AUROC,0.87248322147651, Dekois,LightGBM_Ranker,PPARG,BEDROC,0.7894096432899111, Dekois,LightGBM_Ranker,PPARG,Enrichment factor 1%,25.833333333333332, Dekois,LightGBM_Ranker,PPARG,Enrichment factor 5%,14.53125, Dekois,LightGBM_Ranker,PPARG,RIE,10.99033248959643, Dekois,LightGBM_Ranker,PPARG,AUPRC,0.7223055945001968, Dekois,LightGBM_Ranker,PPARG,accuracy,0.532258064516129, Dekois,LightGBM_Ranker,PPARG,F1 score,0.1317365269461078, Dekois,LightGBM_Ranker,PPARG,recall,0.9166666666666666, Dekois,LightGBM_Ranker,PPARG,precision,0.07096774193548387, Dekois,LightGBM_Ranker,PPARG,MCC,0.16722501552266278, Dekois,RandomForest,PR,AUROC,0.9249161073825504, Dekois,RandomForest,PR,BEDROC,0.8709501185326919, Dekois,RandomForest,PR,Enrichment factor 1%,25.833333333333332, Dekois,RandomForest,PR,Enrichment factor 5%,16.145833333333332, Dekois,RandomForest,PR,RIE,12.125556687603776, Dekois,RandomForest,PR,AUPRC,0.823088234631789, Dekois,RandomForest,PR,accuracy,0.964516129032258, Dekois,RandomForest,PR,F1 score,0.15384615384615385, Dekois,RandomForest,PR,recall,0.08333333333333333, Dekois,RandomForest,PR,precision,1.0, Dekois,RandomForest,PR,MCC,0.28349034294228054, Dekois,LogisticRegression,PR,AUROC,0.9650447427293065, Dekois,LogisticRegression,PR,BEDROC,0.8969518252523956, Dekois,LogisticRegression,PR,Enrichment factor 1%,25.833333333333332, Dekois,LogisticRegression,PR,Enrichment factor 5%,16.145833333333332, Dekois,LogisticRegression,PR,RIE,12.487558093283726, Dekois,LogisticRegression,PR,AUPRC,0.8698067632850243, Dekois,LogisticRegression,PR,accuracy,0.9774193548387097, Dekois,LogisticRegression,PR,F1 score,0.5882352941176471, Dekois,LogisticRegression,PR,recall,0.4166666666666667, Dekois,LogisticRegression,PR,precision,1.0, Dekois,LogisticRegression,PR,MCC,0.6380468831807049, Dekois,SimilaritySearch_Mean,PR,AUROC,0.9639261744966443, Dekois,SimilaritySearch_Mean,PR,BEDROC,0.8077122520954765, Dekois,SimilaritySearch_Mean,PR,Enrichment factor 1%,25.833333333333332, Dekois,SimilaritySearch_Mean,PR,Enrichment factor 5%,14.53125, Dekois,SimilaritySearch_Mean,PR,RIE,11.245145382713332, Dekois,SimilaritySearch_Mean,PR,AUPRC,0.7385944536137091, Dekois,SimilaritySearch_Max,PR,AUROC,0.9615492170022372, Dekois,SimilaritySearch_Max,PR,BEDROC,0.858271154305301, Dekois,SimilaritySearch_Max,PR,Enrichment factor 1%,25.833333333333332, Dekois,SimilaritySearch_Max,PR,Enrichment factor 5%,14.53125, Dekois,SimilaritySearch_Max,PR,RIE,11.949037395145053, Dekois,SimilaritySearch_Max,PR,AUPRC,0.8202876984126986, Dekois,LightGBM_Ranker,PR,AUROC,0.9639261744966443, Dekois,LightGBM_Ranker,PR,BEDROC,0.7748048498322683, Dekois,LightGBM_Ranker,PR,Enrichment factor 1%,25.833333333333332, Dekois,LightGBM_Ranker,PR,Enrichment factor 5%,12.916666666666666, Dekois,LightGBM_Ranker,PR,RIE,10.787001384514559, Dekois,LightGBM_Ranker,PR,AUPRC,0.6885391977303742, Dekois,LightGBM_Ranker,PR,accuracy,0.5387096774193548, Dekois,LightGBM_Ranker,PR,F1 score,0.1437125748502994, Dekois,LightGBM_Ranker,PR,recall,1.0, Dekois,LightGBM_Ranker,PR,precision,0.07741935483870968, Dekois,LightGBM_Ranker,PR,MCC,0.20067001862719533, Dekois,RandomForest,ROCK-1,AUROC,0.9646109271523179, Dekois,RandomForest,ROCK-1,BEDROC,0.7727348591380425, Dekois,RandomForest,ROCK-1,Enrichment factor 1%,38.75, Dekois,RandomForest,ROCK-1,Enrichment factor 5%,12.109375, Dekois,RandomForest,ROCK-1,RIE,12.072419631788144, Dekois,RandomForest,ROCK-1,AUPRC,0.6851319475158484, Dekois,RandomForest,ROCK-1,accuracy,0.9806451612903225, Dekois,RandomForest,ROCK-1,F1 score,0.4, Dekois,RandomForest,ROCK-1,recall,0.25, Dekois,RandomForest,ROCK-1,precision,1.0, Dekois,RandomForest,ROCK-1,MCC,0.4951059180921493, Dekois,LogisticRegression,ROCK-1,AUROC,0.9387417218543046, Dekois,LogisticRegression,ROCK-1,BEDROC,0.8115561411729374, Dekois,LogisticRegression,ROCK-1,Enrichment factor 1%,38.75, Dekois,LogisticRegression,ROCK-1,Enrichment factor 5%,14.53125, Dekois,LogisticRegression,ROCK-1,RIE,12.67892366060529, Dekois,LogisticRegression,ROCK-1,AUPRC,0.736413043478261, Dekois,LogisticRegression,ROCK-1,accuracy,0.9774193548387097, Dekois,LogisticRegression,ROCK-1,F1 score,0.2222222222222222, Dekois,LogisticRegression,ROCK-1,recall,0.125, Dekois,LogisticRegression,ROCK-1,precision,1.0, Dekois,LogisticRegression,ROCK-1,MCC,0.349525799891287, Dekois,SimilaritySearch_Mean,ROCK-1,AUROC,0.9652317880794702, Dekois,SimilaritySearch_Mean,ROCK-1,BEDROC,0.7125948564287685, Dekois,SimilaritySearch_Mean,ROCK-1,Enrichment factor 1%,38.75, Dekois,SimilaritySearch_Mean,ROCK-1,Enrichment factor 5%,12.109375, Dekois,SimilaritySearch_Mean,ROCK-1,RIE,11.132853702371829, Dekois,SimilaritySearch_Mean,ROCK-1,AUPRC,0.6349584278155707, Dekois,SimilaritySearch_Max,ROCK-1,AUROC,0.980546357615894, Dekois,SimilaritySearch_Max,ROCK-1,BEDROC,0.8085556669665167, Dekois,SimilaritySearch_Max,ROCK-1,Enrichment factor 1%,29.0625, Dekois,SimilaritySearch_Max,ROCK-1,Enrichment factor 5%,14.53125, Dekois,SimilaritySearch_Max,ROCK-1,RIE,12.632047318579277, Dekois,SimilaritySearch_Max,ROCK-1,AUPRC,0.714828431372549, Dekois,LightGBM_Ranker,ROCK-1,AUROC,0.908112582781457, Dekois,LightGBM_Ranker,ROCK-1,BEDROC,0.627759461694012, Dekois,LightGBM_Ranker,ROCK-1,Enrichment factor 1%,19.375, Dekois,LightGBM_Ranker,ROCK-1,Enrichment factor 5%,12.109375, Dekois,LightGBM_Ranker,ROCK-1,RIE,9.807472210676789, Dekois,LightGBM_Ranker,ROCK-1,AUPRC,0.5003772655307183, Dekois,LightGBM_Ranker,ROCK-1,accuracy,0.5258064516129032, Dekois,LightGBM_Ranker,ROCK-1,F1 score,0.09815950920245399, Dekois,LightGBM_Ranker,ROCK-1,recall,1.0, Dekois,LightGBM_Ranker,ROCK-1,precision,0.05161290322580645, Dekois,LightGBM_Ranker,ROCK-1,MCC,0.16275769175423188, Dekois,RandomForest,SARS-HCoV,AUROC,0.7296296296296296, Dekois,RandomForest,SARS-HCoV,BEDROC,0.6392126817214003, Dekois,RandomForest,SARS-HCoV,Enrichment factor 1%,45.3, Dekois,RandomForest,SARS-HCoV,Enrichment factor 5%,11.325, Dekois,RandomForest,SARS-HCoV,RIE,10.88314938044377, Dekois,RandomForest,SARS-HCoV,AUPRC,0.608308273906693, Dekois,RandomForest,SARS-HCoV,accuracy,0.9933774834437086, Dekois,RandomForest,SARS-HCoV,F1 score,0.75, Dekois,RandomForest,SARS-HCoV,recall,0.6, Dekois,RandomForest,SARS-HCoV,precision,1.0, Dekois,RandomForest,SARS-HCoV,MCC,0.7720016982323151, Dekois,LogisticRegression,SARS-HCoV,AUROC,0.9171717171717171, Dekois,LogisticRegression,SARS-HCoV,BEDROC,0.649133398740056, Dekois,LogisticRegression,SARS-HCoV,Enrichment factor 1%,45.3, Dekois,LogisticRegression,SARS-HCoV,Enrichment factor 5%,11.325, Dekois,LogisticRegression,SARS-HCoV,RIE,11.052058176964476, Dekois,LogisticRegression,SARS-HCoV,AUPRC,0.6281951219512194, Dekois,LogisticRegression,SARS-HCoV,accuracy,0.9900662251655629, Dekois,LogisticRegression,SARS-HCoV,F1 score,0.6666666666666666, Dekois,LogisticRegression,SARS-HCoV,recall,0.6, Dekois,LogisticRegression,SARS-HCoV,precision,0.75, Dekois,LogisticRegression,SARS-HCoV,MCC,0.6659358070979493, Dekois,SimilaritySearch_Mean,SARS-HCoV,AUROC,0.8276094276094277, Dekois,SimilaritySearch_Mean,SARS-HCoV,BEDROC,0.6267393573948081, Dekois,SimilaritySearch_Mean,SARS-HCoV,Enrichment factor 1%,45.3, Dekois,SimilaritySearch_Mean,SARS-HCoV,Enrichment factor 5%,11.325, Dekois,SimilaritySearch_Mean,SARS-HCoV,RIE,10.67078023447829, Dekois,SimilaritySearch_Mean,SARS-HCoV,AUPRC,0.5640159767610748, Dekois,SimilaritySearch_Max,SARS-HCoV,AUROC,0.7643097643097644, Dekois,SimilaritySearch_Max,SARS-HCoV,BEDROC,0.6392325284645936, Dekois,SimilaritySearch_Max,SARS-HCoV,Enrichment factor 1%,45.3, Dekois,SimilaritySearch_Max,SARS-HCoV,Enrichment factor 5%,11.325, Dekois,SimilaritySearch_Max,SARS-HCoV,RIE,10.883487288429789, Dekois,SimilaritySearch_Max,SARS-HCoV,AUPRC,0.6101815615577083, Dekois,LightGBM_Ranker,SARS-HCoV,AUROC,0.7043771043771044, Dekois,LightGBM_Ranker,SARS-HCoV,BEDROC,0.6392114436545664, Dekois,LightGBM_Ranker,SARS-HCoV,Enrichment factor 1%,45.3, Dekois,LightGBM_Ranker,SARS-HCoV,Enrichment factor 5%,11.325, Dekois,LightGBM_Ranker,SARS-HCoV,RIE,10.883128301284014, Dekois,LightGBM_Ranker,SARS-HCoV,AUPRC,0.6080322580645161, Dekois,LightGBM_Ranker,SARS-HCoV,accuracy,0.5033112582781457, Dekois,LightGBM_Ranker,SARS-HCoV,F1 score,0.038461538461538464, Dekois,LightGBM_Ranker,SARS-HCoV,recall,0.6, Dekois,LightGBM_Ranker,SARS-HCoV,precision,0.019867549668874173, Dekois,LightGBM_Ranker,SARS-HCoV,MCC,0.0259499648053841, Dekois,RandomForest,SIRT2,AUROC,0.9026666666666667, Dekois,RandomForest,SIRT2,BEDROC,0.8002440969104275, Dekois,RandomForest,SIRT2,Enrichment factor 1%,31.0, Dekois,RandomForest,SIRT2,Enrichment factor 5%,13.5625, Dekois,RandomForest,SIRT2,RIE,11.7940649934072, Dekois,RandomForest,SIRT2,AUPRC,0.7350420781159863, Dekois,RandomForest,SIRT2,accuracy,0.9741935483870968, Dekois,RandomForest,SIRT2,F1 score,0.3333333333333333, Dekois,RandomForest,SIRT2,recall,0.2, Dekois,RandomForest,SIRT2,precision,1.0, Dekois,RandomForest,SIRT2,MCC,0.44136741475237473, Dekois,LogisticRegression,SIRT2,AUROC,0.8916666666666666, Dekois,LogisticRegression,SIRT2,BEDROC,0.8167987675054169, Dekois,LogisticRegression,SIRT2,Enrichment factor 1%,31.0, Dekois,LogisticRegression,SIRT2,Enrichment factor 5%,15.5, Dekois,LogisticRegression,SIRT2,RIE,12.038049123670584, Dekois,LogisticRegression,SIRT2,AUPRC,0.7256067588325652, Dekois,LogisticRegression,SIRT2,accuracy,0.9774193548387097, Dekois,LogisticRegression,SIRT2,F1 score,0.46153846153846156, Dekois,LogisticRegression,SIRT2,recall,0.3, Dekois,LogisticRegression,SIRT2,precision,1.0, Dekois,LogisticRegression,SIRT2,MCC,0.5414421567633252, Dekois,SimilaritySearch_Mean,SIRT2,AUROC,0.9063333333333333, Dekois,SimilaritySearch_Mean,SIRT2,BEDROC,0.7571406842824568, Dekois,SimilaritySearch_Mean,SIRT2,Enrichment factor 1%,31.0, Dekois,SimilaritySearch_Mean,SIRT2,Enrichment factor 5%,13.5625, Dekois,SimilaritySearch_Mean,SIRT2,RIE,11.158803265843607, Dekois,SimilaritySearch_Mean,SIRT2,AUPRC,0.6884932405165456, Dekois,SimilaritySearch_Max,SIRT2,AUROC,0.9066666666666666, Dekois,SimilaritySearch_Max,SIRT2,BEDROC,0.813435988816264, Dekois,SimilaritySearch_Max,SIRT2,Enrichment factor 1%,31.0, Dekois,SimilaritySearch_Max,SIRT2,Enrichment factor 5%,13.5625, Dekois,SimilaritySearch_Max,SIRT2,RIE,11.988488207974108, Dekois,SimilaritySearch_Max,SIRT2,AUPRC,0.7484913536076325, Dekois,LightGBM_Ranker,SIRT2,AUROC,0.8886666666666667, Dekois,LightGBM_Ranker,SIRT2,BEDROC,0.7459419498939766, Dekois,LightGBM_Ranker,SIRT2,Enrichment factor 1%,15.5, Dekois,LightGBM_Ranker,SIRT2,Enrichment factor 5%,15.5, Dekois,LightGBM_Ranker,SIRT2,RIE,10.993755374727549, Dekois,LightGBM_Ranker,SIRT2,AUPRC,0.5605043614024369, Dekois,LightGBM_Ranker,SIRT2,accuracy,0.5258064516129032, Dekois,LightGBM_Ranker,SIRT2,F1 score,0.10909090909090909, Dekois,LightGBM_Ranker,SIRT2,recall,0.9, Dekois,LightGBM_Ranker,SIRT2,precision,0.05806451612903226, Dekois,LightGBM_Ranker,SIRT2,MCC,0.1460593486680443, Dekois,RandomForest,SRC,AUROC,0.902992277992278, Dekois,RandomForest,SRC,BEDROC,0.709235165835525, Dekois,RandomForest,SRC,Enrichment factor 1%,16.607142857142858, Dekois,RandomForest,SRC,Enrichment factor 5%,12.455357142857142, Dekois,RandomForest,SRC,RIE,9.340086132084894, Dekois,RandomForest,SRC,AUPRC,0.5875530775754348, Dekois,RandomForest,SRC,accuracy,0.9548387096774194, Dekois,RandomForest,SRC,F1 score,0.0, Dekois,RandomForest,SRC,recall,0.0, Dekois,RandomForest,SRC,precision,0.0, Dekois,RandomForest,SRC,MCC,0.0, Dekois,LogisticRegression,SRC,AUROC,0.8347007722007723, Dekois,LogisticRegression,SRC,BEDROC,0.7123013901492657, Dekois,LogisticRegression,SRC,Enrichment factor 1%,22.142857142857142, Dekois,LogisticRegression,SRC,Enrichment factor 5%,12.455357142857142, Dekois,LogisticRegression,SRC,RIE,9.380465967102692, Dekois,LogisticRegression,SRC,AUPRC,0.6293134097765324, Dekois,LogisticRegression,SRC,accuracy,0.9548387096774194, Dekois,LogisticRegression,SRC,F1 score,0.0, Dekois,LogisticRegression,SRC,recall,0.0, Dekois,LogisticRegression,SRC,precision,0.0, Dekois,LogisticRegression,SRC,MCC,0.0, Dekois,SimilaritySearch_Mean,SRC,AUROC,0.7791988416988417, Dekois,SimilaritySearch_Mean,SRC,BEDROC,0.632001411612395, Dekois,SimilaritySearch_Mean,SRC,Enrichment factor 1%,16.607142857142858, Dekois,SimilaritySearch_Mean,SRC,Enrichment factor 5%,11.071428571428571, Dekois,SimilaritySearch_Mean,SRC,RIE,8.322976509882968, Dekois,SimilaritySearch_Mean,SRC,AUPRC,0.5182193984205093, Dekois,SimilaritySearch_Max,SRC,AUROC,0.9161438223938224, Dekois,SimilaritySearch_Max,SRC,BEDROC,0.8066965794899705, Dekois,SimilaritySearch_Max,SRC,Enrichment factor 1%,16.607142857142858, Dekois,SimilaritySearch_Max,SRC,Enrichment factor 5%,15.223214285714286, Dekois,SimilaritySearch_Max,SRC,RIE,10.623578597502965, Dekois,SimilaritySearch_Max,SRC,AUPRC,0.6548404879193058, Dekois,LightGBM_Ranker,SRC,AUROC,0.8260135135135135, Dekois,LightGBM_Ranker,SRC,BEDROC,0.6017660322265128, Dekois,LightGBM_Ranker,SRC,Enrichment factor 1%,22.142857142857142, Dekois,LightGBM_Ranker,SRC,Enrichment factor 5%,9.6875, Dekois,LightGBM_Ranker,SRC,RIE,7.924799629662161, Dekois,LightGBM_Ranker,SRC,AUPRC,0.5093827102465591, Dekois,LightGBM_Ranker,SRC,accuracy,0.532258064516129, Dekois,LightGBM_Ranker,SRC,F1 score,0.14201183431952663, Dekois,LightGBM_Ranker,SRC,recall,0.8571428571428571, Dekois,LightGBM_Ranker,SRC,precision,0.07741935483870968, Dekois,LightGBM_Ranker,SRC,MCC,0.1553424415003, Dekois,RandomForest,Thrombin,AUROC,0.8822706935123042, Dekois,RandomForest,Thrombin,BEDROC,0.8029895051742915, Dekois,RandomForest,Thrombin,Enrichment factor 1%,25.833333333333332, Dekois,RandomForest,Thrombin,Enrichment factor 5%,14.53125, Dekois,RandomForest,Thrombin,RIE,11.179394274812246, Dekois,RandomForest,Thrombin,AUPRC,0.7436830100667112, Dekois,RandomForest,Thrombin,accuracy,0.9612903225806452, Dekois,RandomForest,Thrombin,F1 score,0.0, Dekois,RandomForest,Thrombin,recall,0.0, Dekois,RandomForest,Thrombin,precision,0.0, Dekois,RandomForest,Thrombin,MCC,0.0, Dekois,LogisticRegression,Thrombin,AUROC,0.8998881431767337, Dekois,LogisticRegression,Thrombin,BEDROC,0.8012272417704467, Dekois,LogisticRegression,Thrombin,Enrichment factor 1%,25.833333333333332, Dekois,LogisticRegression,Thrombin,Enrichment factor 5%,14.53125, Dekois,LogisticRegression,Thrombin,RIE,11.154859661132955, Dekois,LogisticRegression,Thrombin,AUPRC,0.7488930453604367, Dekois,LogisticRegression,Thrombin,accuracy,0.9612903225806452, Dekois,LogisticRegression,Thrombin,F1 score,0.0, Dekois,LogisticRegression,Thrombin,recall,0.0, Dekois,LogisticRegression,Thrombin,precision,0.0, Dekois,LogisticRegression,Thrombin,MCC,0.0, Dekois,SimilaritySearch_Mean,Thrombin,AUROC,0.8308165548098435, Dekois,SimilaritySearch_Mean,Thrombin,BEDROC,0.5931246913015497, Dekois,SimilaritySearch_Mean,Thrombin,Enrichment factor 1%,25.833333333333332, Dekois,SimilaritySearch_Mean,Thrombin,Enrichment factor 5%,9.6875, Dekois,SimilaritySearch_Mean,Thrombin,RIE,8.257610776380437, Dekois,SimilaritySearch_Mean,Thrombin,AUPRC,0.49987157574894364, Dekois,SimilaritySearch_Max,Thrombin,AUROC,0.8727628635346757, Dekois,SimilaritySearch_Max,Thrombin,BEDROC,0.7894134114297976, Dekois,SimilaritySearch_Max,Thrombin,Enrichment factor 1%,25.833333333333332, Dekois,SimilaritySearch_Max,Thrombin,Enrichment factor 5%,14.53125, Dekois,SimilaritySearch_Max,Thrombin,RIE,10.990384950457956, Dekois,SimilaritySearch_Max,Thrombin,AUPRC,0.7238676556401574, Dekois,LightGBM_Ranker,Thrombin,AUROC,0.8705257270693512, Dekois,LightGBM_Ranker,Thrombin,BEDROC,0.7207465937554108, Dekois,LightGBM_Ranker,Thrombin,Enrichment factor 1%,25.833333333333332, Dekois,LightGBM_Ranker,Thrombin,Enrichment factor 5%,11.302083333333334, Dekois,LightGBM_Ranker,Thrombin,RIE,10.03439060786889, Dekois,LightGBM_Ranker,Thrombin,AUPRC,0.6573524697128387, Dekois,LightGBM_Ranker,Thrombin,accuracy,0.532258064516129, Dekois,LightGBM_Ranker,Thrombin,F1 score,0.1317365269461078, Dekois,LightGBM_Ranker,Thrombin,recall,0.9166666666666666, Dekois,LightGBM_Ranker,Thrombin,precision,0.07096774193548387, Dekois,LightGBM_Ranker,Thrombin,MCC,0.16722501552266278, Dekois,RandomForest,TIE2,AUROC,0.990962709284627, Dekois,RandomForest,TIE2,BEDROC,0.9196317895004443, Dekois,RandomForest,TIE2,Enrichment factor 1%,17.22222222222222, Dekois,RandomForest,TIE2,Enrichment factor 5%,13.993055555555555, Dekois,RandomForest,TIE2,RIE,10.879478989490588, Dekois,RandomForest,TIE2,AUPRC,0.8837013508781244, Dekois,RandomForest,TIE2,accuracy,0.9451612903225807, Dekois,RandomForest,TIE2,F1 score,0.10526315789473684, Dekois,RandomForest,TIE2,recall,0.05555555555555555, Dekois,RandomForest,TIE2,precision,1.0, Dekois,RandomForest,TIE2,MCC,0.22912682305393745, Dekois,LogisticRegression,TIE2,AUROC,0.9845890410958904, Dekois,LogisticRegression,TIE2,BEDROC,0.9081720629274364, Dekois,LogisticRegression,TIE2,Enrichment factor 1%,17.22222222222222, Dekois,LogisticRegression,TIE2,Enrichment factor 5%,15.069444444444445, Dekois,LogisticRegression,TIE2,RIE,10.74390749771827, Dekois,LogisticRegression,TIE2,AUPRC,0.8775417302378088, Dekois,LogisticRegression,TIE2,accuracy,0.9741935483870968, Dekois,LogisticRegression,TIE2,F1 score,0.7333333333333333, Dekois,LogisticRegression,TIE2,recall,0.6111111111111112, Dekois,LogisticRegression,TIE2,precision,0.9166666666666666, Dekois,LogisticRegression,TIE2,MCC,0.7367302096212681, Dekois,SimilaritySearch_Mean,TIE2,AUROC,0.9691780821917808, Dekois,SimilaritySearch_Mean,TIE2,BEDROC,0.848436451009508, Dekois,SimilaritySearch_Mean,TIE2,Enrichment factor 1%,17.22222222222222, Dekois,SimilaritySearch_Mean,TIE2,Enrichment factor 5%,13.993055555555555, Dekois,SimilaritySearch_Mean,TIE2,RIE,10.037219954341735, Dekois,SimilaritySearch_Mean,TIE2,AUPRC,0.8036477630068619, Dekois,SimilaritySearch_Max,TIE2,AUROC,0.9518645357686454, Dekois,SimilaritySearch_Max,TIE2,BEDROC,0.7741933245725615, Dekois,SimilaritySearch_Max,TIE2,Enrichment factor 1%,17.22222222222222, Dekois,SimilaritySearch_Max,TIE2,Enrichment factor 5%,12.916666666666666, Dekois,SimilaritySearch_Max,TIE2,RIE,9.158904809493064, Dekois,SimilaritySearch_Max,TIE2,AUPRC,0.7001849278163738, Dekois,LightGBM_Ranker,TIE2,AUROC,0.9733637747336378, Dekois,LightGBM_Ranker,TIE2,BEDROC,0.9027966157750492, Dekois,LightGBM_Ranker,TIE2,Enrichment factor 1%,17.22222222222222, Dekois,LightGBM_Ranker,TIE2,Enrichment factor 5%,15.069444444444445, Dekois,LightGBM_Ranker,TIE2,RIE,10.680314585204206, Dekois,LightGBM_Ranker,TIE2,AUPRC,0.8689949382655943, Dekois,LightGBM_Ranker,TIE2,accuracy,0.5580645161290323, Dekois,LightGBM_Ranker,TIE2,F1 score,0.20809248554913296, Dekois,LightGBM_Ranker,TIE2,recall,1.0, Dekois,LightGBM_Ranker,TIE2,precision,0.11612903225806452, Dekois,LightGBM_Ranker,TIE2,MCC,0.24828176658071038, Dekois,RandomForest,TK,AUROC,0.9853420195439739, Dekois,RandomForest,TK,BEDROC,0.822825659227768, Dekois,RandomForest,TK,Enrichment factor 1%,51.666666666666664, Dekois,RandomForest,TK,Enrichment factor 5%,19.375, Dekois,RandomForest,TK,RIE,14.961908430355553, Dekois,RandomForest,TK,AUPRC,0.7254901960784313, Dekois,RandomForest,TK,accuracy,0.9967741935483871, Dekois,RandomForest,TK,F1 score,0.8, Dekois,RandomForest,TK,recall,0.6666666666666666, Dekois,RandomForest,TK,precision,1.0, Dekois,RandomForest,TK,MCC,0.8151700218372634, Dekois,LogisticRegression,TK,AUROC,0.996742671009772, Dekois,LogisticRegression,TK,BEDROC,0.9450843506715116, Dekois,LogisticRegression,TK,Enrichment factor 1%,51.666666666666664, Dekois,LogisticRegression,TK,Enrichment factor 5%,19.375, Dekois,LogisticRegression,TK,RIE,17.18500796562342, Dekois,LogisticRegression,TK,AUPRC,0.8333333333333333, Dekois,LogisticRegression,TK,accuracy,0.9967741935483871, Dekois,LogisticRegression,TK,F1 score,0.8, Dekois,LogisticRegression,TK,recall,0.6666666666666666, Dekois,LogisticRegression,TK,precision,1.0, Dekois,LogisticRegression,TK,MCC,0.8151700218372634, Dekois,SimilaritySearch_Mean,TK,AUROC,0.9609120521172638, Dekois,SimilaritySearch_Mean,TK,BEDROC,0.7185157114429362, Dekois,SimilaritySearch_Mean,TK,Enrichment factor 1%,51.666666666666664, Dekois,SimilaritySearch_Mean,TK,Enrichment factor 5%,12.916666666666666, Dekois,SimilaritySearch_Mean,TK,RIE,13.065181140819842, Dekois,SimilaritySearch_Mean,TK,AUPRC,0.6923076923076923, Dekois,SimilaritySearch_Max,TK,AUROC,0.997828447339848, Dekois,SimilaritySearch_Max,TK,BEDROC,0.9622220894697342, Dekois,SimilaritySearch_Max,TK,Enrichment factor 1%,51.666666666666664, Dekois,SimilaritySearch_Max,TK,Enrichment factor 5%,19.375, Dekois,SimilaritySearch_Max,TK,RIE,17.496633247294305, Dekois,SimilaritySearch_Max,TK,AUPRC,0.8666666666666667, Dekois,LightGBM_Ranker,TK,AUROC,0.8458197611292073, Dekois,LightGBM_Ranker,TK,BEDROC,0.6879589129813543, Dekois,LightGBM_Ranker,TK,Enrichment factor 1%,51.666666666666664, Dekois,LightGBM_Ranker,TK,Enrichment factor 5%,12.916666666666666, Dekois,LightGBM_Ranker,TK,RIE,12.509549441698681, Dekois,LightGBM_Ranker,TK,AUPRC,0.6735632183908046, Dekois,LightGBM_Ranker,TK,accuracy,0.5096774193548387, Dekois,LightGBM_Ranker,TK,F1 score,0.0379746835443038, Dekois,LightGBM_Ranker,TK,recall,1.0, Dekois,LightGBM_Ranker,TK,precision,0.01935483870967742, Dekois,LightGBM_Ranker,TK,MCC,0.09885336094784052, Dekois,RandomForest,TPA,AUROC,1.0, Dekois,RandomForest,TPA,BEDROC,1.0000000000000004, Dekois,RandomForest,TPA,Enrichment factor 1%,62.0, Dekois,RandomForest,TPA,Enrichment factor 5%,19.375, Dekois,RandomForest,TPA,RIE,17.094793796833716, Dekois,RandomForest,TPA,AUPRC,1.0, Dekois,RandomForest,TPA,accuracy,0.9967741935483871, Dekois,RandomForest,TPA,F1 score,0.8888888888888888, Dekois,RandomForest,TPA,recall,0.8, Dekois,RandomForest,TPA,precision,1.0, Dekois,RandomForest,TPA,MCC,0.892964512685153, Dekois,LogisticRegression,TPA,AUROC,1.0, Dekois,LogisticRegression,TPA,BEDROC,1.0000000000000004, Dekois,LogisticRegression,TPA,Enrichment factor 1%,62.0, Dekois,LogisticRegression,TPA,Enrichment factor 5%,19.375, Dekois,LogisticRegression,TPA,RIE,17.094793796833716, Dekois,LogisticRegression,TPA,AUPRC,1.0, Dekois,LogisticRegression,TPA,accuracy,0.9935483870967742, Dekois,LogisticRegression,TPA,F1 score,0.75, Dekois,LogisticRegression,TPA,recall,0.6, Dekois,LogisticRegression,TPA,precision,1.0, Dekois,LogisticRegression,TPA,MCC,0.7720694303051548, Dekois,SimilaritySearch_Mean,TPA,AUROC,0.9731147540983607, Dekois,SimilaritySearch_Mean,TPA,BEDROC,0.8071643756834525, Dekois,SimilaritySearch_Mean,TPA,Enrichment factor 1%,46.5, Dekois,SimilaritySearch_Mean,TPA,Enrichment factor 5%,15.5, Dekois,SimilaritySearch_Mean,TPA,RIE,13.798308571839796, Dekois,SimilaritySearch_Mean,TPA,AUPRC,0.7375415282392026, Dekois,SimilaritySearch_Max,TPA,AUROC,1.0, Dekois,SimilaritySearch_Max,TPA,BEDROC,1.0000000000000004, Dekois,SimilaritySearch_Max,TPA,Enrichment factor 1%,62.0, Dekois,SimilaritySearch_Max,TPA,Enrichment factor 5%,19.375, Dekois,SimilaritySearch_Max,TPA,RIE,17.094793796833716, Dekois,SimilaritySearch_Max,TPA,AUPRC,1.0, Dekois,LightGBM_Ranker,TPA,AUROC,0.9514754098360656, Dekois,LightGBM_Ranker,TPA,BEDROC,0.8264187523214849, Dekois,LightGBM_Ranker,TPA,Enrichment factor 1%,62.0, Dekois,LightGBM_Ranker,TPA,Enrichment factor 5%,15.5, Dekois,LightGBM_Ranker,TPA,RIE,14.127458169216837, Dekois,LightGBM_Ranker,TPA,AUPRC,0.8126582278481014, Dekois,LightGBM_Ranker,TPA,accuracy,0.5161290322580645, Dekois,LightGBM_Ranker,TPA,F1 score,0.0625, Dekois,LightGBM_Ranker,TPA,recall,1.0, Dekois,LightGBM_Ranker,TPA,precision,0.03225806451612903, Dekois,LightGBM_Ranker,TPA,MCC,0.12803687993289598, Dekois,RandomForest,VEGFR1,AUROC,0.9711947278911566, Dekois,RandomForest,VEGFR1,BEDROC,0.7924421855589107, Dekois,RandomForest,VEGFR1,Enrichment factor 1%,19.375, Dekois,RandomForest,VEGFR1,Enrichment factor 5%,12.109375, Dekois,RandomForest,VEGFR1,RIE,9.884600202714687, Dekois,RandomForest,VEGFR1,AUPRC,0.7247702228749389, Dekois,RandomForest,VEGFR1,accuracy,0.9516129032258065, Dekois,RandomForest,VEGFR1,F1 score,0.11764705882352941, Dekois,RandomForest,VEGFR1,recall,0.0625, Dekois,RandomForest,VEGFR1,precision,1.0, Dekois,RandomForest,VEGFR1,MCC,0.24385655500206618, Dekois,LogisticRegression,VEGFR1,AUROC,0.9489795918367347, Dekois,LogisticRegression,VEGFR1,BEDROC,0.7156360733318523, Dekois,LogisticRegression,VEGFR1,Enrichment factor 1%,19.375, Dekois,LogisticRegression,VEGFR1,Enrichment factor 5%,9.6875, Dekois,LogisticRegression,VEGFR1,RIE,8.926552132103554, Dekois,LogisticRegression,VEGFR1,AUPRC,0.6428184314483038, Dekois,LogisticRegression,VEGFR1,accuracy,0.9548387096774194, Dekois,LogisticRegression,VEGFR1,F1 score,0.2222222222222222, Dekois,LogisticRegression,VEGFR1,recall,0.125, Dekois,LogisticRegression,VEGFR1,precision,1.0, Dekois,LogisticRegression,VEGFR1,MCC,0.3454246398538787, Dekois,SimilaritySearch_Mean,VEGFR1,AUROC,0.9302721088435373, Dekois,SimilaritySearch_Mean,VEGFR1,BEDROC,0.6516742606373219, Dekois,SimilaritySearch_Mean,VEGFR1,Enrichment factor 1%,19.375, Dekois,SimilaritySearch_Mean,VEGFR1,Enrichment factor 5%,9.6875, Dekois,SimilaritySearch_Mean,VEGFR1,RIE,8.12871860729721, Dekois,SimilaritySearch_Mean,VEGFR1,AUPRC,0.5697723167873767, Dekois,SimilaritySearch_Max,VEGFR1,AUROC,0.8844600340136054, Dekois,SimilaritySearch_Max,VEGFR1,BEDROC,0.6140985654043047, Dekois,SimilaritySearch_Max,VEGFR1,Enrichment factor 1%,19.375, Dekois,SimilaritySearch_Max,VEGFR1,Enrichment factor 5%,8.4765625, Dekois,SimilaritySearch_Max,VEGFR1,RIE,7.660014733659643, Dekois,SimilaritySearch_Max,VEGFR1,AUPRC,0.5310620975215156, Dekois,LightGBM_Ranker,VEGFR1,AUROC,0.9204931972789117, Dekois,LightGBM_Ranker,VEGFR1,BEDROC,0.5740023407742626, Dekois,LightGBM_Ranker,VEGFR1,Enrichment factor 1%,9.6875, Dekois,LightGBM_Ranker,VEGFR1,Enrichment factor 5%,8.4765625, Dekois,LightGBM_Ranker,VEGFR1,RIE,7.1598708058946166, Dekois,LightGBM_Ranker,VEGFR1,AUPRC,0.4626053762267168, Dekois,LightGBM_Ranker,VEGFR1,accuracy,0.5516129032258065, Dekois,LightGBM_Ranker,VEGFR1,F1 score,0.1871345029239766, Dekois,LightGBM_Ranker,VEGFR1,recall,1.0, Dekois,LightGBM_Ranker,VEGFR1,precision,0.1032258064516129, Dekois,LightGBM_Ranker,VEGFR1,MCC,0.23328473740792172, Dekois,RandomForest,VEGFR2,AUROC,0.9601485645452721, Dekois,RandomForest,VEGFR2,BEDROC,0.878862325853357, Dekois,RandomForest,VEGFR2,Enrichment factor 1%,18.235294117647058, Dekois,RandomForest,VEGFR2,Enrichment factor 5%,14.816176470588236, Dekois,RandomForest,VEGFR2,RIE,10.67438037248305, Dekois,RandomForest,VEGFR2,AUPRC,0.8232182700415303, Dekois,RandomForest,VEGFR2,accuracy,0.9451612903225807, Dekois,RandomForest,VEGFR2,F1 score,0.0, Dekois,RandomForest,VEGFR2,recall,0.0, Dekois,RandomForest,VEGFR2,precision,0.0, Dekois,RandomForest,VEGFR2,MCC,0.0, Dekois,LogisticRegression,VEGFR2,AUROC,0.9696848022485445, Dekois,LogisticRegression,VEGFR2,BEDROC,0.8859723117604013, Dekois,LogisticRegression,VEGFR2,Enrichment factor 1%,18.235294117647058, Dekois,LogisticRegression,VEGFR2,Enrichment factor 5%,13.676470588235293, Dekois,LogisticRegression,VEGFR2,RIE,10.760735983878835, Dekois,LogisticRegression,VEGFR2,AUPRC,0.8456091676779783, Dekois,LogisticRegression,VEGFR2,accuracy,0.9580645161290322, Dekois,LogisticRegression,VEGFR2,F1 score,0.38095238095238093, Dekois,LogisticRegression,VEGFR2,recall,0.23529411764705882, Dekois,LogisticRegression,VEGFR2,precision,1.0, Dekois,LogisticRegression,VEGFR2,MCC,0.47465562497687075, Dekois,SimilaritySearch_Mean,VEGFR2,AUROC,0.9022284681790805, Dekois,SimilaritySearch_Mean,VEGFR2,BEDROC,0.6922397559238613, Dekois,SimilaritySearch_Mean,VEGFR2,Enrichment factor 1%,18.235294117647058, Dekois,SimilaritySearch_Mean,VEGFR2,Enrichment factor 5%,10.257352941176471, Dekois,SimilaritySearch_Mean,VEGFR2,RIE,8.407722416023905, Dekois,SimilaritySearch_Mean,VEGFR2,AUPRC,0.6135137077169792, Dekois,SimilaritySearch_Max,VEGFR2,AUROC,0.9257177273639832, Dekois,SimilaritySearch_Max,VEGFR2,BEDROC,0.7419737764610026, Dekois,SimilaritySearch_Max,VEGFR2,Enrichment factor 1%,13.676470588235293, Dekois,SimilaritySearch_Max,VEGFR2,Enrichment factor 5%,11.397058823529411, Dekois,SimilaritySearch_Max,VEGFR2,RIE,9.011775898942943, Dekois,SimilaritySearch_Max,VEGFR2,AUPRC,0.6361405753160614, Dekois,LightGBM_Ranker,VEGFR2,AUROC,0.9726962457337884, Dekois,LightGBM_Ranker,VEGFR2,BEDROC,0.8464879583837465, Dekois,LightGBM_Ranker,VEGFR2,Enrichment factor 1%,18.235294117647058, Dekois,LightGBM_Ranker,VEGFR2,Enrichment factor 5%,12.536764705882353, Dekois,LightGBM_Ranker,VEGFR2,RIE,10.281171675174638, Dekois,LightGBM_Ranker,VEGFR2,AUPRC,0.7908988230787539, Dekois,LightGBM_Ranker,VEGFR2,accuracy,0.5548387096774193, Dekois,LightGBM_Ranker,VEGFR2,F1 score,0.19767441860465115, Dekois,LightGBM_Ranker,VEGFR2,recall,1.0, Dekois,LightGBM_Ranker,VEGFR2,precision,0.10967741935483871, Dekois,LightGBM_Ranker,VEGFR2,MCC,0.24087440257466058, DUD-E,RandomForest,abl1,AUROC,0.9546626910175177, DUD-E,RandomForest,abl1,BEDROC,0.9021741171323564, DUD-E,RandomForest,abl1,Enrichment factor 1%,54.66, DUD-E,RandomForest,abl1,Enrichment factor 5%,17.954014598540144, DUD-E,RandomForest,abl1,RIE,15.110767667153365, DUD-E,RandomForest,abl1,AUPRC,0.8697282402614182, DUD-E,RandomForest,abl1,accuracy,0.9864617636297109, DUD-E,RandomForest,abl1,F1 score,0.4126984126984127, DUD-E,RandomForest,abl1,recall,0.26, DUD-E,RandomForest,abl1,precision,1.0, DUD-E,RandomForest,abl1,MCC,0.506421993296221, DUD-E,LogisticRegression,abl1,AUROC,0.9704808050689526, DUD-E,LogisticRegression,abl1,BEDROC,0.9053242607691968, DUD-E,LogisticRegression,abl1,Enrichment factor 1%,54.66, DUD-E,LogisticRegression,abl1,Enrichment factor 5%,17.555036496350365, DUD-E,LogisticRegression,abl1,RIE,15.163530307483773, DUD-E,LogisticRegression,abl1,AUPRC,0.8711004228789319, DUD-E,LogisticRegression,abl1,accuracy,0.9934138309549945, DUD-E,LogisticRegression,abl1,F1 score,0.7804878048780488, DUD-E,LogisticRegression,abl1,recall,0.64, DUD-E,LogisticRegression,abl1,precision,1.0, DUD-E,LogisticRegression,abl1,MCC,0.7973298646076082, DUD-E,SimilaritySearch_Mean,abl1,AUROC,0.8413343272456204, DUD-E,SimilaritySearch_Mean,abl1,BEDROC,0.6888911659644009, DUD-E,SimilaritySearch_Mean,abl1,Enrichment factor 1%,44.89928571428572, DUD-E,SimilaritySearch_Mean,abl1,Enrichment factor 5%,12.767299270072993, DUD-E,SimilaritySearch_Mean,abl1,RIE,11.538431628416465, DUD-E,SimilaritySearch_Mean,abl1,AUPRC,0.5953373732367108, DUD-E,SimilaritySearch_Max,abl1,AUROC,0.940413715989564, DUD-E,SimilaritySearch_Max,abl1,BEDROC,0.9179419425104873, DUD-E,SimilaritySearch_Max,abl1,Enrichment factor 1%,54.66, DUD-E,SimilaritySearch_Max,abl1,Enrichment factor 5%,17.954014598540144, DUD-E,SimilaritySearch_Max,abl1,RIE,15.3748674020002, DUD-E,SimilaritySearch_Max,abl1,AUPRC,0.8922041103467289, DUD-E,LightGBM_Ranker,abl1,AUROC,0.8195564666418189, DUD-E,LightGBM_Ranker,abl1,BEDROC,0.5586075258578594, DUD-E,LightGBM_Ranker,abl1,Enrichment factor 1%,39.042857142857144, DUD-E,LightGBM_Ranker,abl1,Enrichment factor 5%,10.772408759124087, DUD-E,LightGBM_Ranker,abl1,RIE,9.356274356765056, DUD-E,LightGBM_Ranker,abl1,AUPRC,0.43094432139133865, DUD-E,LightGBM_Ranker,abl1,accuracy,0.5126234906695939, DUD-E,LightGBM_Ranker,abl1,F1 score,0.059322033898305086, DUD-E,LightGBM_Ranker,abl1,recall,0.84, DUD-E,LightGBM_Ranker,abl1,precision,0.03074670571010249, DUD-E,LightGBM_Ranker,abl1,MCC,0.09287893617832296, DUD-E,RandomForest,ampc,AUROC,0.7625010400199684, DUD-E,RandomForest,ampc,BEDROC,0.5283461834840201, DUD-E,RandomForest,ampc,Enrichment factor 1%,31.941176470588236, DUD-E,RandomForest,ampc,Enrichment factor 5%,9.208267090620032, DUD-E,RandomForest,ampc,RIE,8.432508415565042, DUD-E,RandomForest,ampc,AUPRC,0.4354511268099619, DUD-E,RandomForest,ampc,accuracy,0.9792817679558011, DUD-E,RandomForest,ampc,F1 score,0.21052631578947367, DUD-E,RandomForest,ampc,recall,0.11764705882352941, DUD-E,RandomForest,ampc,precision,1.0, DUD-E,RandomForest,ampc,MCC,0.3394154796863888, DUD-E,LogisticRegression,ampc,AUROC,0.8254430485065313, DUD-E,LogisticRegression,ampc,BEDROC,0.5127872619697812, DUD-E,LogisticRegression,ampc,Enrichment factor 1%,31.941176470588236, DUD-E,LogisticRegression,ampc,Enrichment factor 5%,8.057233704292528, DUD-E,LogisticRegression,ampc,RIE,8.184184986933158, DUD-E,LogisticRegression,ampc,AUPRC,0.41519067637636364, DUD-E,LogisticRegression,ampc,accuracy,0.9792817679558011, DUD-E,LogisticRegression,ampc,F1 score,0.21052631578947367, DUD-E,LogisticRegression,ampc,recall,0.11764705882352941, DUD-E,LogisticRegression,ampc,precision,1.0, DUD-E,LogisticRegression,ampc,MCC,0.3394154796863888, DUD-E,SimilaritySearch_Mean,ampc,AUROC,0.7763541059988353, DUD-E,SimilaritySearch_Mean,ampc,BEDROC,0.56616233920717, DUD-E,SimilaritySearch_Mean,ampc,Enrichment factor 1%,31.941176470588236, DUD-E,SimilaritySearch_Mean,ampc,Enrichment factor 5%,10.359300476947535, DUD-E,SimilaritySearch_Mean,ampc,RIE,9.036061652738706, DUD-E,SimilaritySearch_Mean,ampc,AUPRC,0.4805912146582077, DUD-E,SimilaritySearch_Max,ampc,AUROC,0.8529411764705882, DUD-E,SimilaritySearch_Max,ampc,BEDROC,0.6742865227426228, DUD-E,SimilaritySearch_Max,ampc,Enrichment factor 1%,37.26470588235294, DUD-E,SimilaritySearch_Max,ampc,Enrichment factor 5%,12.661367249602545, DUD-E,SimilaritySearch_Max,ampc,RIE,10.761744756736308, DUD-E,SimilaritySearch_Max,ampc,AUPRC,0.5769890841913231, DUD-E,LightGBM_Ranker,ampc,AUROC,0.7618770280389383, DUD-E,LightGBM_Ranker,ampc,BEDROC,0.47029360230981354, DUD-E,LightGBM_Ranker,ampc,Enrichment factor 1%,31.941176470588236, DUD-E,LightGBM_Ranker,ampc,Enrichment factor 5%,8.057233704292528, DUD-E,LightGBM_Ranker,ampc,RIE,7.505977872627538, DUD-E,LightGBM_Ranker,ampc,AUPRC,0.4070900734940134, DUD-E,LightGBM_Ranker,ampc,accuracy,0.5096685082872928, DUD-E,LightGBM_Ranker,ampc,F1 score,0.0633245382585752, DUD-E,LightGBM_Ranker,ampc,recall,0.7058823529411765, DUD-E,LightGBM_Ranker,ampc,precision,0.03314917127071823, DUD-E,LightGBM_Ranker,ampc,MCC,0.063850436772687, DUD-E,RandomForest,aofb,AUROC,0.9315451895043733, DUD-E,RandomForest,aofb,BEDROC,0.7945372766677091, DUD-E,RandomForest,aofb,Enrichment factor 1%,43.875, DUD-E,RandomForest,aofb,Enrichment factor 5%,15.45596590909091, DUD-E,RandomForest,aofb,RIE,12.761842556699923, DUD-E,RandomForest,aofb,AUPRC,0.7242904271929232, DUD-E,RandomForest,aofb,accuracy,0.9817663817663818, DUD-E,RandomForest,aofb,F1 score,0.3333333333333333, DUD-E,RandomForest,aofb,recall,0.2, DUD-E,RandomForest,aofb,precision,1.0, DUD-E,RandomForest,aofb,MCC,0.44309883433509983, DUD-E,LogisticRegression,aofb,AUROC,0.9620553935860059, DUD-E,LogisticRegression,aofb,BEDROC,0.7987689887617038, DUD-E,LogisticRegression,aofb,Enrichment factor 1%,41.4375, DUD-E,LogisticRegression,aofb,Enrichment factor 5%,15.45596590909091, DUD-E,LogisticRegression,aofb,RIE,12.829812235220654, DUD-E,LogisticRegression,aofb,AUPRC,0.7121892514179854, DUD-E,LogisticRegression,aofb,accuracy,0.9846153846153847, DUD-E,LogisticRegression,aofb,F1 score,0.49056603773584906, DUD-E,LogisticRegression,aofb,recall,0.325, DUD-E,LogisticRegression,aofb,precision,1.0, DUD-E,LogisticRegression,aofb,MCC,0.5656524432610224, DUD-E,SimilaritySearch_Mean,aofb,AUROC,0.8887026239067055, DUD-E,SimilaritySearch_Mean,aofb,BEDROC,0.5613181353759983, DUD-E,SimilaritySearch_Mean,aofb,Enrichment factor 1%,26.8125, DUD-E,SimilaritySearch_Mean,aofb,Enrichment factor 5%,10.470170454545455, DUD-E,SimilaritySearch_Mean,aofb,RIE,9.015881180694596, DUD-E,SimilaritySearch_Mean,aofb,AUPRC,0.40579560730416653, DUD-E,SimilaritySearch_Max,aofb,AUROC,0.9522594752186588, DUD-E,SimilaritySearch_Max,aofb,BEDROC,0.8621278441090141, DUD-E,SimilaritySearch_Max,aofb,Enrichment factor 1%,43.875, DUD-E,SimilaritySearch_Max,aofb,Enrichment factor 5%,16.453125, DUD-E,SimilaritySearch_Max,aofb,RIE,13.847480955053852, DUD-E,SimilaritySearch_Max,aofb,AUPRC,0.8091297299113972, DUD-E,LightGBM_Ranker,aofb,AUROC,0.76634110787172, DUD-E,LightGBM_Ranker,aofb,BEDROC,0.30647126331104324, DUD-E,LightGBM_Ranker,aofb,Enrichment factor 1%,19.5, DUD-E,LightGBM_Ranker,aofb,Enrichment factor 5%,4.985795454545455, DUD-E,LightGBM_Ranker,aofb,RIE,4.922535607669697, DUD-E,LightGBM_Ranker,aofb,AUPRC,0.20867363171011666, DUD-E,LightGBM_Ranker,aofb,accuracy,0.5150997150997151, DUD-E,LightGBM_Ranker,aofb,F1 score,0.07197382769901854, DUD-E,LightGBM_Ranker,aofb,recall,0.825, DUD-E,LightGBM_Ranker,aofb,precision,0.037628278221208664, DUD-E,LightGBM_Ranker,aofb,MCC,0.09935549775815429, DUD-E,RandomForest,cp3a4,AUROC,0.9092471639738742, DUD-E,RandomForest,cp3a4,BEDROC,0.7672829699563594, DUD-E,RandomForest,cp3a4,Enrichment factor 1%,34.84658634538153, DUD-E,RandomForest,cp3a4,Enrichment factor 5%,13.93863453815261, DUD-E,RandomForest,cp3a4,RIE,11.777833228334332, DUD-E,RandomForest,cp3a4,AUPRC,0.6822709203612471, DUD-E,RandomForest,cp3a4,accuracy,0.9762700534759359, DUD-E,RandomForest,cp3a4,F1 score,0.25263157894736843, DUD-E,RandomForest,cp3a4,recall,0.14457831325301204, DUD-E,RandomForest,cp3a4,precision,1.0, DUD-E,RandomForest,cp3a4,MCC,0.37567760402430206, DUD-E,LogisticRegression,cp3a4,AUROC,0.9398377283627463, DUD-E,LogisticRegression,cp3a4,BEDROC,0.728183939299958, DUD-E,LogisticRegression,cp3a4,Enrichment factor 1%,34.84658634538153, DUD-E,LogisticRegression,cp3a4,Enrichment factor 5%,13.69831325301205, DUD-E,LogisticRegression,cp3a4,RIE,11.177661090625659, DUD-E,LogisticRegression,cp3a4,AUPRC,0.6261380715103477, DUD-E,LogisticRegression,cp3a4,accuracy,0.9792780748663101, DUD-E,LogisticRegression,cp3a4,F1 score,0.40384615384615385, DUD-E,LogisticRegression,cp3a4,recall,0.25301204819277107, DUD-E,LogisticRegression,cp3a4,precision,1.0, DUD-E,LogisticRegression,cp3a4,MCC,0.4977269260979341, DUD-E,SimilaritySearch_Mean,cp3a4,AUROC,0.813313066635742, DUD-E,SimilaritySearch_Mean,cp3a4,BEDROC,0.44870962703526807, DUD-E,SimilaritySearch_Mean,cp3a4,Enrichment factor 1%,21.628915662650602, DUD-E,SimilaritySearch_Mean,cp3a4,Enrichment factor 5%,7.690281124497991, DUD-E,SimilaritySearch_Mean,cp3a4,RIE,6.887715979183403, DUD-E,SimilaritySearch_Mean,cp3a4,AUPRC,0.31580263878621023, DUD-E,SimilaritySearch_Max,cp3a4,AUROC,0.9130388863808621, DUD-E,SimilaritySearch_Max,cp3a4,BEDROC,0.7749223673586483, DUD-E,SimilaritySearch_Max,cp3a4,Enrichment factor 1%,36.04819277108434, DUD-E,SimilaritySearch_Max,cp3a4,Enrichment factor 5%,14.659598393574298, DUD-E,SimilaritySearch_Max,cp3a4,RIE,11.895098372578698, DUD-E,SimilaritySearch_Max,cp3a4,AUPRC,0.7101067110589124, DUD-E,LightGBM_Ranker,cp3a4,AUROC,0.7349397590361446, DUD-E,LightGBM_Ranker,cp3a4,BEDROC,0.4868334309894863, DUD-E,LightGBM_Ranker,cp3a4,Enrichment factor 1%,27.63694779116466, DUD-E,LightGBM_Ranker,cp3a4,Enrichment factor 5%,8.651566265060241, DUD-E,LightGBM_Ranker,cp3a4,RIE,7.472918336701271, DUD-E,LightGBM_Ranker,cp3a4,AUPRC,0.36006118334427606, DUD-E,LightGBM_Ranker,cp3a4,accuracy,0.5123663101604278, DUD-E,LightGBM_Ranker,cp3a4,F1 score,0.0759974667511083, DUD-E,LightGBM_Ranker,cp3a4,recall,0.7228915662650602, DUD-E,LightGBM_Ranker,cp3a4,precision,0.040106951871657755, DUD-E,LightGBM_Ranker,cp3a4,MCC,0.07529927890615114, DUD-E,RandomForest,csf1r,AUROC,0.9739071773332155, DUD-E,RandomForest,csf1r,BEDROC,0.945117331207475, DUD-E,RandomForest,csf1r,Enrichment factor 1%,72.65145554681352, DUD-E,RandomForest,csf1r,Enrichment factor 5%,19.012036743744062, DUD-E,RandomForest,csf1r,RIE,16.59394949654825, DUD-E,RandomForest,csf1r,AUPRC,0.9071006566160393, DUD-E,RandomForest,csf1r,accuracy,0.9896036387264457, DUD-E,RandomForest,csf1r,F1 score,0.36, DUD-E,RandomForest,csf1r,recall,0.21951219512195122, DUD-E,RandomForest,csf1r,precision,1.0, DUD-E,RandomForest,csf1r,MCC,0.4660722847153506, DUD-E,LogisticRegression,csf1r,AUROC,0.9844197980998578, DUD-E,LogisticRegression,csf1r,BEDROC,0.9058751223349539, DUD-E,LogisticRegression,csf1r,Enrichment factor 1%,70.22974036191975, DUD-E,LogisticRegression,csf1r,Enrichment factor 5%,18.5245486221096, DUD-E,LogisticRegression,csf1r,RIE,15.904952259053921, DUD-E,LogisticRegression,csf1r,AUPRC,0.8420520749042651, DUD-E,LogisticRegression,csf1r,accuracy,0.9918778427550358, DUD-E,LogisticRegression,csf1r,F1 score,0.5614035087719298, DUD-E,LogisticRegression,csf1r,recall,0.3902439024390244, DUD-E,LogisticRegression,csf1r,precision,1.0, DUD-E,LogisticRegression,csf1r,MCC,0.6221396288100423, DUD-E,SimilaritySearch_Mean,csf1r,AUROC,0.8647333295855185, DUD-E,SimilaritySearch_Mean,csf1r,BEDROC,0.6908136850838481, DUD-E,SimilaritySearch_Mean,csf1r,Enrichment factor 1%,55.69944925255704, DUD-E,SimilaritySearch_Mean,csf1r,Enrichment factor 5%,13.649667405764966, DUD-E,SimilaritySearch_Mean,csf1r,RIE,12.128999263163015, DUD-E,SimilaritySearch_Mean,csf1r,AUPRC,0.6083079045686093, DUD-E,SimilaritySearch_Max,csf1r,AUROC,0.9817534955066376, DUD-E,SimilaritySearch_Max,csf1r,BEDROC,0.9043156382105176, DUD-E,SimilaritySearch_Max,csf1r,Enrichment factor 1%,70.22974036191975, DUD-E,SimilaritySearch_Max,csf1r,Enrichment factor 5%,18.037060500475135, DUD-E,SimilaritySearch_Max,csf1r,RIE,15.877571530890954, DUD-E,SimilaritySearch_Max,csf1r,AUPRC,0.8551148857477265, DUD-E,LightGBM_Ranker,csf1r,AUROC,0.9147265032083971, DUD-E,LightGBM_Ranker,csf1r,BEDROC,0.7189203430697839, DUD-E,LightGBM_Ranker,csf1r,Enrichment factor 1%,43.59087332808812, DUD-E,LightGBM_Ranker,csf1r,Enrichment factor 5%,15.112131770668356, DUD-E,LightGBM_Ranker,csf1r,RIE,12.622483454392327, DUD-E,LightGBM_Ranker,csf1r,AUPRC,0.51160662763089, DUD-E,LightGBM_Ranker,csf1r,accuracy,0.5120207927225471, DUD-E,LightGBM_Ranker,csf1r,F1 score,0.049367088607594936, DUD-E,LightGBM_Ranker,csf1r,recall,0.9512195121951219, DUD-E,LightGBM_Ranker,csf1r,precision,0.025341130604288498, DUD-E,LightGBM_Ranker,csf1r,MCC,0.10485457873206917, DUD-E,RandomForest,fabp4,AUROC,0.7963768115942028, DUD-E,RandomForest,fabp4,BEDROC,0.6949197323877562, DUD-E,RandomForest,fabp4,Enrichment factor 1%,66.57142857142857, DUD-E,RandomForest,fabp4,Enrichment factor 5%,13.314285714285713, DUD-E,RandomForest,fabp4,RIE,12.253105859024105, DUD-E,RandomForest,fabp4,AUPRC,0.6727313886527222, DUD-E,RandomForest,fabp4,accuracy,0.994277539341917, DUD-E,RandomForest,fabp4,F1 score,0.7142857142857143, DUD-E,RandomForest,fabp4,recall,0.5555555555555556, DUD-E,RandomForest,fabp4,precision,1.0, DUD-E,RandomForest,fabp4,MCC,0.7432048884688502, DUD-E,LogisticRegression,fabp4,AUROC,0.9178743961352657, DUD-E,LogisticRegression,fabp4,BEDROC,0.7413447202017246, DUD-E,LogisticRegression,fabp4,Enrichment factor 1%,66.57142857142857, DUD-E,LogisticRegression,fabp4,Enrichment factor 5%,13.314285714285713, DUD-E,LogisticRegression,fabp4,RIE,13.071690022767886, DUD-E,LogisticRegression,fabp4,AUPRC,0.6964469452498349, DUD-E,LogisticRegression,fabp4,accuracy,0.9957081545064378, DUD-E,LogisticRegression,fabp4,F1 score,0.8, DUD-E,LogisticRegression,fabp4,recall,0.6666666666666666, DUD-E,LogisticRegression,fabp4,precision,1.0, DUD-E,LogisticRegression,fabp4,MCC,0.814727355488119, DUD-E,SimilaritySearch_Mean,fabp4,AUROC,0.8890499194847021, DUD-E,SimilaritySearch_Mean,fabp4,BEDROC,0.6738502394067036, DUD-E,SimilaritySearch_Mean,fabp4,Enrichment factor 1%,55.476190476190474, DUD-E,SimilaritySearch_Mean,fabp4,Enrichment factor 5%,13.314285714285713, DUD-E,SimilaritySearch_Mean,fabp4,RIE,11.881600036308283, DUD-E,SimilaritySearch_Mean,fabp4,AUPRC,0.6092026397880594, DUD-E,SimilaritySearch_Max,fabp4,AUROC,0.9222222222222223, DUD-E,SimilaritySearch_Max,fabp4,BEDROC,0.7304302825764906, DUD-E,SimilaritySearch_Max,fabp4,Enrichment factor 1%,66.57142857142857, DUD-E,SimilaritySearch_Max,fabp4,Enrichment factor 5%,13.314285714285713, DUD-E,SimilaritySearch_Max,fabp4,RIE,12.879242243740194, DUD-E,SimilaritySearch_Max,fabp4,AUPRC,0.692599910931309, DUD-E,LightGBM_Ranker,fabp4,AUROC,0.870048309178744, DUD-E,LightGBM_Ranker,fabp4,BEDROC,0.6633726124373889, DUD-E,LightGBM_Ranker,fabp4,Enrichment factor 1%,44.38095238095238, DUD-E,LightGBM_Ranker,fabp4,Enrichment factor 5%,15.533333333333335, DUD-E,LightGBM_Ranker,fabp4,RIE,11.696854279452852, DUD-E,LightGBM_Ranker,fabp4,AUPRC,0.5047499718316721, DUD-E,LightGBM_Ranker,fabp4,accuracy,0.5107296137339056, DUD-E,LightGBM_Ranker,fabp4,F1 score,0.0446927374301676, DUD-E,LightGBM_Ranker,fabp4,recall,0.8888888888888888, DUD-E,LightGBM_Ranker,fabp4,precision,0.022922636103151862, DUD-E,LightGBM_Ranker,fabp4,MCC,0.08899196072356655, DUD-E,RandomForest,fak1,AUROC,0.9486419753086419, DUD-E,RandomForest,fak1,BEDROC,0.6667928024927384, DUD-E,RandomForest,fak1,Enrichment factor 1%,48.64285714285714, DUD-E,RandomForest,fak1,Enrichment factor 5%,11.514492753623188, DUD-E,RandomForest,fak1,RIE,12.226968720825587, DUD-E,RandomForest,fak1,AUPRC,0.5319523786279396, DUD-E,RandomForest,fak1,accuracy,0.9941262848751835, DUD-E,RandomForest,fak1,F1 score,0.5, DUD-E,RandomForest,fak1,recall,0.3333333333333333, DUD-E,RandomForest,fak1,precision,1.0, DUD-E,RandomForest,fak1,MCC,0.5756471673400022, DUD-E,LogisticRegression,fak1,AUROC,0.9256172839506172, DUD-E,LogisticRegression,fak1,BEDROC,0.6948961566260192, DUD-E,LogisticRegression,fak1,Enrichment factor 1%,64.85714285714286, DUD-E,LogisticRegression,fak1,Enrichment factor 5%,13.159420289855072, DUD-E,LogisticRegression,fak1,RIE,12.742299464328633, DUD-E,LogisticRegression,fak1,AUPRC,0.6350544468797703, DUD-E,LogisticRegression,fak1,accuracy,0.9941262848751835, DUD-E,LogisticRegression,fak1,F1 score,0.5, DUD-E,LogisticRegression,fak1,recall,0.3333333333333333, DUD-E,LogisticRegression,fak1,precision,1.0, DUD-E,LogisticRegression,fak1,MCC,0.5756471673400022, DUD-E,SimilaritySearch_Mean,fak1,AUROC,0.8793827160493827, DUD-E,SimilaritySearch_Mean,fak1,BEDROC,0.5893431100889244, DUD-E,SimilaritySearch_Mean,fak1,Enrichment factor 1%,40.535714285714285, DUD-E,SimilaritySearch_Mean,fak1,Enrichment factor 5%,11.514492753623188, DUD-E,SimilaritySearch_Mean,fak1,RIE,10.806774982339602, DUD-E,SimilaritySearch_Mean,fak1,AUPRC,0.4466409607567257, DUD-E,SimilaritySearch_Max,fak1,AUROC,0.8997222222222222, DUD-E,SimilaritySearch_Max,fak1,BEDROC,0.6968036523571384, DUD-E,SimilaritySearch_Max,fak1,Enrichment factor 1%,56.75, DUD-E,SimilaritySearch_Max,fak1,Enrichment factor 5%,13.159420289855072, DUD-E,SimilaritySearch_Max,fak1,RIE,12.777277182243893, DUD-E,SimilaritySearch_Max,fak1,AUPRC,0.5771819046105463, DUD-E,LightGBM_Ranker,fak1,AUROC,0.7990740740740742, DUD-E,LightGBM_Ranker,fak1,BEDROC,0.4668616018330853, DUD-E,LightGBM_Ranker,fak1,Enrichment factor 1%,40.535714285714285, DUD-E,LightGBM_Ranker,fak1,Enrichment factor 5%,8.22463768115942, DUD-E,LightGBM_Ranker,fak1,RIE,8.560833575647893, DUD-E,LightGBM_Ranker,fak1,AUPRC,0.4192307085618315, DUD-E,LightGBM_Ranker,fak1,accuracy,0.5058737151248165, DUD-E,LightGBM_Ranker,fak1,F1 score,0.02886002886002886, DUD-E,LightGBM_Ranker,fak1,recall,0.8333333333333334, DUD-E,LightGBM_Ranker,fak1,precision,0.014684287812041116, DUD-E,LightGBM_Ranker,fak1,MCC,0.0628539361054709, DUD-E,RandomForest,gria2,AUROC,0.9998084483403418, DUD-E,RandomForest,gria2,BEDROC,0.9969129279781899, DUD-E,RandomForest,gria2,Enrichment factor 1%,81.08108108108108, DUD-E,RandomForest,gria2,Enrichment factor 5%,20.0, DUD-E,RandomForest,gria2,RIE,17.669517793919372, DUD-E,RandomForest,gria2,AUPRC,0.9872188266925106, DUD-E,RandomForest,gria2,accuracy,0.9926666666666667, DUD-E,RandomForest,gria2,F1 score,0.5769230769230769, DUD-E,RandomForest,gria2,recall,0.40540540540540543, DUD-E,RandomForest,gria2,precision,1.0, DUD-E,RandomForest,gria2,MCC,0.6343638489618983, DUD-E,LogisticRegression,gria2,AUROC,0.9964790980653282, DUD-E,LogisticRegression,gria2,BEDROC,0.9692832625342123, DUD-E,LogisticRegression,gria2,Enrichment factor 1%,81.08108108108108, DUD-E,LogisticRegression,gria2,Enrichment factor 5%,19.45945945945946, DUD-E,LogisticRegression,gria2,RIE,17.179803145619285, DUD-E,LogisticRegression,gria2,AUPRC,0.9475611692193909, DUD-E,LogisticRegression,gria2,accuracy,0.996, DUD-E,LogisticRegression,gria2,F1 score,0.8064516129032258, DUD-E,LogisticRegression,gria2,recall,0.6756756756756757, DUD-E,LogisticRegression,gria2,precision,1.0, DUD-E,LogisticRegression,gria2,MCC,0.8203354564966427, DUD-E,SimilaritySearch_Mean,gria2,AUROC,0.8483002070582226, DUD-E,SimilaritySearch_Mean,gria2,BEDROC,0.6298747926703671, DUD-E,SimilaritySearch_Mean,gria2,Enrichment factor 1%,45.945945945945944, DUD-E,SimilaritySearch_Mean,gria2,Enrichment factor 5%,12.972972972972974, DUD-E,SimilaritySearch_Mean,gria2,RIE,11.16404809471357, DUD-E,SimilaritySearch_Mean,gria2,AUPRC,0.4844212720324907, DUD-E,SimilaritySearch_Max,gria2,AUROC,0.9835812863150021, DUD-E,SimilaritySearch_Max,gria2,BEDROC,0.9255388020263197, DUD-E,SimilaritySearch_Max,gria2,Enrichment factor 1%,78.37837837837837, DUD-E,SimilaritySearch_Max,gria2,Enrichment factor 5%,18.37837837837838, DUD-E,SimilaritySearch_Max,gria2,RIE,16.404466103043223, DUD-E,SimilaritySearch_Max,gria2,AUPRC,0.8860813800548899, DUD-E,LightGBM_Ranker,gria2,AUROC,0.924346215942571, DUD-E,LightGBM_Ranker,gria2,BEDROC,0.777749465676707, DUD-E,LightGBM_Ranker,gria2,Enrichment factor 1%,59.45945945945946, DUD-E,LightGBM_Ranker,gria2,Enrichment factor 5%,15.675675675675675, DUD-E,LightGBM_Ranker,gria2,RIE,13.78501336230332, DUD-E,LightGBM_Ranker,gria2,AUPRC,0.6885440511196893, DUD-E,LightGBM_Ranker,gria2,accuracy,0.5116666666666667, DUD-E,LightGBM_Ranker,gria2,F1 score,0.0468445022771633, DUD-E,LightGBM_Ranker,gria2,recall,0.972972972972973, DUD-E,LightGBM_Ranker,gria2,precision,0.024, DUD-E,LightGBM_Ranker,gria2,MCC,0.10570641803316068, DUD-E,RandomForest,hivint,AUROC,0.973537906137184, DUD-E,RandomForest,hivint,BEDROC,0.9173179934119852, DUD-E,RandomForest,hivint,Enrichment factor 1%,67.48, DUD-E,RandomForest,hivint,Enrichment factor 5%,17.46541176470588, DUD-E,RandomForest,hivint,RIE,15.877398181805264, DUD-E,RandomForest,hivint,AUPRC,0.8777514111017015, DUD-E,RandomForest,hivint,accuracy,0.989922940130409, DUD-E,RandomForest,hivint,F1 score,0.48484848484848486, DUD-E,RandomForest,hivint,recall,0.32, DUD-E,RandomForest,hivint,precision,1.0, DUD-E,RandomForest,hivint,MCC,0.5628143354395794, DUD-E,LogisticRegression,hivint,AUROC,0.9877015643802648, DUD-E,LogisticRegression,hivint,BEDROC,0.9112742321493962, DUD-E,LogisticRegression,hivint,Enrichment factor 1%,67.48, DUD-E,LogisticRegression,hivint,Enrichment factor 5%,18.25929411764706, DUD-E,LogisticRegression,hivint,RIE,15.772789742331648, DUD-E,LogisticRegression,hivint,AUPRC,0.8748646684605245, DUD-E,LogisticRegression,hivint,accuracy,0.988737403675163, DUD-E,LogisticRegression,hivint,F1 score,0.3870967741935484, DUD-E,LogisticRegression,hivint,recall,0.24, DUD-E,LogisticRegression,hivint,precision,1.0, DUD-E,LogisticRegression,hivint,MCC,0.4871214725002899, DUD-E,SimilaritySearch_Mean,hivint,AUROC,0.9247894103489771, DUD-E,SimilaritySearch_Mean,hivint,BEDROC,0.7864041204675742, DUD-E,SimilaritySearch_Mean,hivint,Enrichment factor 1%,63.510588235294115, DUD-E,SimilaritySearch_Mean,hivint,Enrichment factor 5%,15.083764705882354, DUD-E,SimilaritySearch_Mean,hivint,RIE,13.611475462631583, DUD-E,SimilaritySearch_Mean,hivint,AUPRC,0.7461144765991277, DUD-E,SimilaritySearch_Max,hivint,AUROC,0.933465703971119, DUD-E,SimilaritySearch_Max,hivint,BEDROC,0.8401215180739022, DUD-E,SimilaritySearch_Max,hivint,Enrichment factor 1%,67.48, DUD-E,SimilaritySearch_Max,hivint,Enrichment factor 5%,16.671529411764705, DUD-E,SimilaritySearch_Max,hivint,RIE,14.541243018303467, DUD-E,SimilaritySearch_Max,hivint,AUPRC,0.7976571509444552, DUD-E,LightGBM_Ranker,hivint,AUROC,0.8306377858002407, DUD-E,LightGBM_Ranker,hivint,BEDROC,0.5084863350194502, DUD-E,LightGBM_Ranker,hivint,Enrichment factor 1%,23.816470588235294, DUD-E,LightGBM_Ranker,hivint,Enrichment factor 5%,8.73270588235294, DUD-E,LightGBM_Ranker,hivint,RIE,8.801135580801466, DUD-E,LightGBM_Ranker,hivint,AUPRC,0.3266181639496857, DUD-E,LightGBM_Ranker,hivint,accuracy,0.5103734439834025, DUD-E,LightGBM_Ranker,hivint,F1 score,0.04838709677419355, DUD-E,LightGBM_Ranker,hivint,recall,0.84, DUD-E,LightGBM_Ranker,hivint,precision,0.02491103202846975, DUD-E,LightGBM_Ranker,hivint,MCC,0.08347220789228105, DUD-E,RandomForest,jak2,AUROC,0.9551746943988324, DUD-E,RandomForest,jak2,BEDROC,0.8261751103697902, DUD-E,RandomForest,jak2,Enrichment factor 1%,61.148148148148145, DUD-E,RandomForest,jak2,Enrichment factor 5%,15.471218206157964, DUD-E,RandomForest,jak2,RIE,14.093306023779236, DUD-E,RandomForest,jak2,AUPRC,0.778046459866357, DUD-E,RandomForest,jak2,accuracy,0.987886129618413, DUD-E,RandomForest,jak2,F1 score,0.4117647058823529, DUD-E,RandomForest,jak2,recall,0.25925925925925924, DUD-E,RandomForest,jak2,precision,1.0, DUD-E,RandomForest,jak2,MCC,0.506068427855526, DUD-E,LogisticRegression,jak2,AUROC,0.9693258529465425, DUD-E,LogisticRegression,jak2,BEDROC,0.8102572623373482, DUD-E,LogisticRegression,jak2,Enrichment factor 1%,61.148148148148145, DUD-E,LogisticRegression,jak2,Enrichment factor 5%,16.207942882641678, DUD-E,LogisticRegression,jak2,RIE,13.82177145444975, DUD-E,LogisticRegression,jak2,AUPRC,0.7390958975317301, DUD-E,LogisticRegression,jak2,accuracy,0.9927316777710479, DUD-E,LogisticRegression,jak2,F1 score,0.7142857142857143, DUD-E,LogisticRegression,jak2,recall,0.5555555555555556, DUD-E,LogisticRegression,jak2,precision,1.0, DUD-E,LogisticRegression,jak2,MCC,0.7426173819204973, DUD-E,SimilaritySearch_Mean,jak2,AUROC,0.8928115307425651, DUD-E,SimilaritySearch_Mean,jak2,BEDROC,0.6920868291711763, DUD-E,SimilaritySearch_Mean,jak2,Enrichment factor 1%,46.76034858387799, DUD-E,SimilaritySearch_Mean,jak2,Enrichment factor 5%,13.99776885319054, DUD-E,SimilaritySearch_Mean,jak2,RIE,11.805961427123288, DUD-E,SimilaritySearch_Mean,jak2,AUPRC,0.5824578615943576, DUD-E,SimilaritySearch_Max,jak2,AUROC,0.9462575259989053, DUD-E,SimilaritySearch_Max,jak2,BEDROC,0.8167518882775145, DUD-E,SimilaritySearch_Max,jak2,Enrichment factor 1%,61.148148148148145, DUD-E,SimilaritySearch_Max,jak2,Enrichment factor 5%,15.471218206157964, DUD-E,SimilaritySearch_Max,jak2,RIE,13.93256001418628, DUD-E,SimilaritySearch_Max,jak2,AUPRC,0.7770995630410986, DUD-E,LightGBM_Ranker,jak2,AUROC,0.8140394088669951, DUD-E,LightGBM_Ranker,jak2,BEDROC,0.5228803212495418, DUD-E,LightGBM_Ranker,jak2,Enrichment factor 1%,32.37254901960784, DUD-E,LightGBM_Ranker,jak2,Enrichment factor 5%,10.314145470771976, DUD-E,LightGBM_Ranker,jak2,RIE,8.919552651099886, DUD-E,LightGBM_Ranker,jak2,AUPRC,0.37247679322149774, DUD-E,LightGBM_Ranker,jak2,accuracy,0.5118110236220472, DUD-E,LightGBM_Ranker,jak2,F1 score,0.0539906103286385, DUD-E,LightGBM_Ranker,jak2,recall,0.8518518518518519, DUD-E,LightGBM_Ranker,jak2,precision,0.027878787878787878, DUD-E,LightGBM_Ranker,jak2,MCC,0.09081392204839309, DUD-E,RandomForest,kit,AUROC,0.9529700854700853, DUD-E,RandomForest,kit,BEDROC,0.847122618956233, DUD-E,RandomForest,kit,Enrichment factor 1%,49.148148148148145, DUD-E,RandomForest,kit,Enrichment factor 5%,16.629072681704262, DUD-E,RandomForest,kit,RIE,13.918880876912038, DUD-E,RandomForest,kit,AUPRC,0.7898592959123505, DUD-E,RandomForest,kit,accuracy,0.9868123587038432, DUD-E,RandomForest,kit,F1 score,0.5205479452054794, DUD-E,RandomForest,kit,recall,0.35185185185185186, DUD-E,RandomForest,kit,precision,1.0, DUD-E,RandomForest,kit,MCC,0.5892183787378279, DUD-E,LogisticRegression,kit,AUROC,0.9617663817663817, DUD-E,LogisticRegression,kit,BEDROC,0.8864958008972657, DUD-E,LogisticRegression,kit,Enrichment factor 1%,49.148148148148145, DUD-E,LogisticRegression,kit,Enrichment factor 5%,17.368142578668895, DUD-E,LogisticRegression,kit,RIE,14.565812755386004, DUD-E,LogisticRegression,kit,AUPRC,0.8440329837701435, DUD-E,LogisticRegression,kit,accuracy,0.9905802562170309, DUD-E,LogisticRegression,kit,F1 score,0.6987951807228916, DUD-E,LogisticRegression,kit,recall,0.5370370370370371, DUD-E,LogisticRegression,kit,precision,1.0, DUD-E,LogisticRegression,kit,MCC,0.7293301026209361, DUD-E,SimilaritySearch_Mean,kit,AUROC,0.8846652421652421, DUD-E,SimilaritySearch_Mean,kit,BEDROC,0.6892796540087115, DUD-E,SimilaritySearch_Mean,kit,Enrichment factor 1%,47.327846364883406, DUD-E,SimilaritySearch_Mean,kit,Enrichment factor 5%,12.564188248398775, DUD-E,SimilaritySearch_Mean,kit,RIE,11.325398694792973, DUD-E,SimilaritySearch_Mean,kit,AUPRC,0.62430192449277, DUD-E,SimilaritySearch_Max,kit,AUROC,0.9027599715099716, DUD-E,SimilaritySearch_Max,kit,BEDROC,0.8201596479852703, DUD-E,SimilaritySearch_Max,kit,Enrichment factor 1%,49.148148148148145, DUD-E,SimilaritySearch_Max,kit,Enrichment factor 5%,15.520467836257309, DUD-E,SimilaritySearch_Max,kit,RIE,13.47585837785144, DUD-E,SimilaritySearch_Max,kit,AUPRC,0.773342369867138, DUD-E,LightGBM_Ranker,kit,AUROC,0.8510007122507122, DUD-E,LightGBM_Ranker,kit,BEDROC,0.5786227844487625, DUD-E,LightGBM_Ranker,kit,Enrichment factor 1%,34.585733882030176, DUD-E,LightGBM_Ranker,kit,Enrichment factor 5%,10.71651350598719, DUD-E,LightGBM_Ranker,kit,RIE,9.507220611099369, DUD-E,LightGBM_Ranker,kit,AUPRC,0.4634883079252338, DUD-E,LightGBM_Ranker,kit,accuracy,0.5173323285606631, DUD-E,LightGBM_Ranker,kit,F1 score,0.07241129616220131, DUD-E,LightGBM_Ranker,kit,recall,0.9259259259259259, DUD-E,LightGBM_Ranker,kit,precision,0.037678975131876416, DUD-E,LightGBM_Ranker,kit,MCC,0.12276491791723347, DUD-E,RandomForest,kpcb,AUROC,0.927695127970105, DUD-E,RandomForest,kpcb,BEDROC,0.8103374501125472, DUD-E,RandomForest,kpcb,Enrichment factor 1%,66.46153846153847, DUD-E,RandomForest,kpcb,Enrichment factor 5%,16.06652806652807, DUD-E,RandomForest,kpcb,RIE,14.439739004395976, DUD-E,RandomForest,kpcb,AUPRC,0.7344135199440255, DUD-E,RandomForest,kpcb,accuracy,0.9932065217391305, DUD-E,RandomForest,kpcb,F1 score,0.5945945945945946, DUD-E,RandomForest,kpcb,recall,0.4230769230769231, DUD-E,RandomForest,kpcb,precision,1.0, DUD-E,RandomForest,kpcb,MCC,0.6482193831987713, DUD-E,LogisticRegression,kpcb,AUROC,0.8959846294860044, DUD-E,LogisticRegression,kpcb,BEDROC,0.6084128835938699, DUD-E,LogisticRegression,kpcb,Enrichment factor 1%,48.0, DUD-E,LogisticRegression,kpcb,Enrichment factor 5%,11.476091476091476, DUD-E,LogisticRegression,kpcb,RIE,10.84156144353574, DUD-E,LogisticRegression,kpcb,AUPRC,0.5184063199779918, DUD-E,LogisticRegression,kpcb,accuracy,0.988677536231884, DUD-E,LogisticRegression,kpcb,F1 score,0.07407407407407407, DUD-E,LogisticRegression,kpcb,recall,0.038461538461538464, DUD-E,LogisticRegression,kpcb,precision,1.0, DUD-E,LogisticRegression,kpcb,MCC,0.19500220965029816, DUD-E,SimilaritySearch_Mean,kpcb,AUROC,0.7403052950715646, DUD-E,SimilaritySearch_Mean,kpcb,BEDROC,0.5259690973137803, DUD-E,SimilaritySearch_Mean,kpcb,Enrichment factor 1%,40.61538461538461, DUD-E,SimilaritySearch_Mean,kpcb,Enrichment factor 5%,9.945945945945946, DUD-E,SimilaritySearch_Mean,kpcb,RIE,9.372461437826741, DUD-E,SimilaritySearch_Mean,kpcb,AUPRC,0.45705445952867374, DUD-E,SimilaritySearch_Max,kpcb,AUROC,0.8604315025029965, DUD-E,SimilaritySearch_Max,kpcb,BEDROC,0.7542700721063487, DUD-E,SimilaritySearch_Max,kpcb,Enrichment factor 1%,70.15384615384616, DUD-E,SimilaritySearch_Max,kpcb,Enrichment factor 5%,14.536382536382536, DUD-E,SimilaritySearch_Max,kpcb,RIE,13.440651152351426, DUD-E,SimilaritySearch_Max,kpcb,AUPRC,0.7370985591998919, DUD-E,LightGBM_Ranker,kpcb,AUROC,0.6703447789607276, DUD-E,LightGBM_Ranker,kpcb,BEDROC,0.37331494481734295, DUD-E,LightGBM_Ranker,kpcb,Enrichment factor 1%,29.53846153846154, DUD-E,LightGBM_Ranker,kpcb,Enrichment factor 5%,6.885654885654886, DUD-E,LightGBM_Ranker,kpcb,RIE,6.652253810024249, DUD-E,LightGBM_Ranker,kpcb,AUPRC,0.26082528666038973, DUD-E,LightGBM_Ranker,kpcb,accuracy,0.5045289855072463, DUD-E,LightGBM_Ranker,kpcb,F1 score,0.03185840707964602, DUD-E,LightGBM_Ranker,kpcb,recall,0.6923076923076923, DUD-E,LightGBM_Ranker,kpcb,precision,0.016304347826086956, DUD-E,LightGBM_Ranker,kpcb,MCC,0.04198420683247333, DUD-E,RandomForest,lck,AUROC,0.9678715204161338, DUD-E,RandomForest,lck,BEDROC,0.8986465625139121, DUD-E,RandomForest,lck,Enrichment factor 1%,68.18627450980392, DUD-E,RandomForest,lck,Enrichment factor 5%,17.634381338742394, DUD-E,RandomForest,lck,RIE,15.576944085408998, DUD-E,RandomForest,lck,AUPRC,0.8712216715165721, DUD-E,RandomForest,lck,accuracy,0.990941768511862, DUD-E,RandomForest,lck,F1 score,0.5531914893617021, DUD-E,RandomForest,lck,recall,0.38235294117647056, DUD-E,RandomForest,lck,precision,1.0, DUD-E,RandomForest,lck,MCC,0.6155241417200853, DUD-E,LogisticRegression,lck,AUROC,0.9773764459818657, DUD-E,LogisticRegression,lck,BEDROC,0.9043193213954682, DUD-E,LogisticRegression,lck,Enrichment factor 1%,67.21218487394958, DUD-E,LogisticRegression,lck,Enrichment factor 5%,17.830318909172863, DUD-E,LogisticRegression,lck,RIE,15.675274453901206, DUD-E,LogisticRegression,lck,AUPRC,0.8686944679209405, DUD-E,LogisticRegression,lck,accuracy,0.9951114306254493, DUD-E,LogisticRegression,lck,F1 score,0.8023255813953488, DUD-E,LogisticRegression,lck,recall,0.6764705882352942, DUD-E,LogisticRegression,lck,precision,0.9857142857142858, DUD-E,LogisticRegression,lck,MCC,0.81450674797988, DUD-E,SimilaritySearch_Mean,lck,AUROC,0.8588839008534976, DUD-E,SimilaritySearch_Mean,lck,BEDROC,0.7039593481115269, DUD-E,SimilaritySearch_Mean,lck,Enrichment factor 1%,49.67857142857142, DUD-E,SimilaritySearch_Mean,lck,Enrichment factor 5%,13.911567500563443, DUD-E,SimilaritySearch_Mean,lck,RIE,12.202278260081941, DUD-E,SimilaritySearch_Mean,lck,AUPRC,0.5867337856943792, DUD-E,SimilaritySearch_Max,lck,AUROC,0.9337852607845998, DUD-E,SimilaritySearch_Max,lck,BEDROC,0.8750919297148798, DUD-E,SimilaritySearch_Max,lck,Enrichment factor 1%,68.18627450980392, DUD-E,SimilaritySearch_Max,lck,Enrichment factor 5%,17.242506197881454, DUD-E,SimilaritySearch_Max,lck,RIE,15.168653204166372, DUD-E,SimilaritySearch_Max,lck,AUPRC,0.8414381981564013, DUD-E,LightGBM_Ranker,lck,AUROC,0.8982612452539749, DUD-E,LightGBM_Ranker,lck,BEDROC,0.7183827722489766, DUD-E,LightGBM_Ranker,lck,Enrichment factor 1%,53.574929971988794, DUD-E,LightGBM_Ranker,lck,Enrichment factor 5%,14.303442641424386, DUD-E,LightGBM_Ranker,lck,RIE,12.452290756640897, DUD-E,LightGBM_Ranker,lck,AUPRC,0.6041113664308265, DUD-E,LightGBM_Ranker,lck,accuracy,0.5130122214234364, DUD-E,LightGBM_Ranker,lck,F1 score,0.053646269907795474, DUD-E,LightGBM_Ranker,lck,recall,0.9411764705882353, DUD-E,LightGBM_Ranker,lck,precision,0.027610008628127698, DUD-E,LightGBM_Ranker,lck,MCC,0.10766457382967029, DUD-E,RandomForest,mk01,AUROC,0.9352683178534571, DUD-E,RandomForest,mk01,BEDROC,0.8130493661330586, DUD-E,RandomForest,mk01,Enrichment factor 1%,68.05882352941177, DUD-E,RandomForest,mk01,Enrichment factor 5%,15.254563894523328, DUD-E,RandomForest,mk01,RIE,14.089539959189366, DUD-E,RandomForest,mk01,AUPRC,0.7818181156810748, DUD-E,RandomForest,mk01,accuracy,0.989628349178911, DUD-E,RandomForest,mk01,F1 score,0.45454545454545453, DUD-E,RandomForest,mk01,recall,0.29411764705882354, DUD-E,RandomForest,mk01,precision,1.0, DUD-E,RandomForest,mk01,MCC,0.5394941348788025, DUD-E,LogisticRegression,mk01,AUROC,0.9603715170278637, DUD-E,LogisticRegression,mk01,BEDROC,0.8155268667127608, DUD-E,LogisticRegression,mk01,Enrichment factor 1%,62.38725490196078, DUD-E,LogisticRegression,mk01,Enrichment factor 5%,15.254563894523328, DUD-E,LogisticRegression,mk01,RIE,14.132473198857124, DUD-E,LogisticRegression,mk01,AUPRC,0.7618203753315759, DUD-E,LogisticRegression,mk01,accuracy,0.9904926534140017, DUD-E,LogisticRegression,mk01,F1 score,0.5217391304347826, DUD-E,LogisticRegression,mk01,recall,0.35294117647058826, DUD-E,LogisticRegression,mk01,precision,1.0, DUD-E,LogisticRegression,mk01,MCC,0.5912428861791089, DUD-E,SimilaritySearch_Mean,mk01,AUROC,0.7418472652218783, DUD-E,SimilaritySearch_Mean,mk01,BEDROC,0.39766582735428835, DUD-E,SimilaritySearch_Mean,mk01,Enrichment factor 1%,17.014705882352942, DUD-E,SimilaritySearch_Mean,mk01,Enrichment factor 5%,8.213995943204868, DUD-E,SimilaritySearch_Mean,mk01,RIE,6.891252632623583, DUD-E,SimilaritySearch_Mean,mk01,AUPRC,0.2101073847995803, DUD-E,SimilaritySearch_Max,mk01,AUROC,0.851031991744066, DUD-E,SimilaritySearch_Max,mk01,BEDROC,0.774766157960615, DUD-E,SimilaritySearch_Max,mk01,Enrichment factor 1%,68.05882352941177, DUD-E,SimilaritySearch_Max,mk01,Enrichment factor 5%,15.254563894523328, DUD-E,SimilaritySearch_Max,mk01,RIE,13.426120476996674, DUD-E,SimilaritySearch_Max,mk01,AUPRC,0.7343148087121534, DUD-E,LightGBM_Ranker,mk01,AUROC,0.7269349845201238, DUD-E,LightGBM_Ranker,mk01,BEDROC,0.3127547346769117, DUD-E,LightGBM_Ranker,mk01,Enrichment factor 1%,11.343137254901961, DUD-E,LightGBM_Ranker,mk01,Enrichment factor 5%,5.867139959432048, DUD-E,LightGBM_Ranker,mk01,RIE,5.419806642969331, DUD-E,LightGBM_Ranker,mk01,AUPRC,0.17260925102545147, DUD-E,LightGBM_Ranker,mk01,accuracy,0.5064822817631807, DUD-E,LightGBM_Ranker,mk01,F1 score,0.040336134453781515, DUD-E,LightGBM_Ranker,mk01,recall,0.7058823529411765, DUD-E,LightGBM_Ranker,mk01,precision,0.020761245674740483, DUD-E,LightGBM_Ranker,mk01,MCC,0.050388560923989606, DUD-E,RandomForest,mk10,AUROC,0.9431835462287105, DUD-E,RandomForest,mk10,BEDROC,0.7786080733993314, DUD-E,RandomForest,mk10,Enrichment factor 1%,52.375, DUD-E,RandomForest,mk10,Enrichment factor 5%,15.587797619047619, DUD-E,RandomForest,mk10,RIE,12.943871192839307, DUD-E,RandomForest,mk10,AUPRC,0.6806780665794616, DUD-E,RandomForest,mk10,accuracy,0.9856801909307876, DUD-E,RandomForest,mk10,F1 score,0.4, DUD-E,RandomForest,mk10,recall,0.25, DUD-E,RandomForest,mk10,precision,1.0, DUD-E,RandomForest,mk10,MCC,0.4963898444749265, DUD-E,LogisticRegression,mk10,AUROC,0.927007299270073, DUD-E,LogisticRegression,mk10,BEDROC,0.7894764410428609, DUD-E,LogisticRegression,mk10,Enrichment factor 1%,52.375, DUD-E,LogisticRegression,mk10,Enrichment factor 5%,15.587797619047619, DUD-E,LogisticRegression,mk10,RIE,13.124550991976882, DUD-E,LogisticRegression,mk10,AUPRC,0.7025461877359793, DUD-E,LogisticRegression,mk10,accuracy,0.9910501193317423, DUD-E,LogisticRegression,mk10,F1 score,0.6938775510204082, DUD-E,LogisticRegression,mk10,recall,0.53125, DUD-E,LogisticRegression,mk10,precision,1.0, DUD-E,LogisticRegression,mk10,MCC,0.7255664370760349, DUD-E,SimilaritySearch_Mean,mk10,AUROC,0.8784215328467153, DUD-E,SimilaritySearch_Mean,mk10,BEDROC,0.6921393566134942, DUD-E,SimilaritySearch_Mean,mk10,Enrichment factor 1%,43.13235294117647, DUD-E,SimilaritySearch_Mean,mk10,Enrichment factor 5%,14.34077380952381, DUD-E,SimilaritySearch_Mean,mk10,RIE,11.506382979984249, DUD-E,SimilaritySearch_Mean,mk10,AUPRC,0.5868281996697552, DUD-E,SimilaritySearch_Max,mk10,AUROC,0.9387070407542579, DUD-E,SimilaritySearch_Max,mk10,BEDROC,0.8342389871791532, DUD-E,SimilaritySearch_Max,mk10,Enrichment factor 1%,52.375, DUD-E,SimilaritySearch_Max,mk10,Enrichment factor 5%,16.834821428571427, DUD-E,SimilaritySearch_Max,mk10,RIE,13.868700261679475, DUD-E,SimilaritySearch_Max,mk10,AUPRC,0.7638776854570524, DUD-E,LightGBM_Ranker,mk10,AUROC,0.7188450425790753, DUD-E,LightGBM_Ranker,mk10,BEDROC,0.41372588061782545, DUD-E,LightGBM_Ranker,mk10,Enrichment factor 1%,21.566176470588236, DUD-E,LightGBM_Ranker,mk10,Enrichment factor 5%,7.482142857142857, DUD-E,LightGBM_Ranker,mk10,RIE,6.877933467601397, DUD-E,LightGBM_Ranker,mk10,AUPRC,0.2882498878956075, DUD-E,LightGBM_Ranker,mk10,accuracy,0.5107398568019093, DUD-E,LightGBM_Ranker,mk10,F1 score,0.055299539170506916, DUD-E,LightGBM_Ranker,mk10,recall,0.75, DUD-E,LightGBM_Ranker,mk10,precision,0.028708133971291867, DUD-E,LightGBM_Ranker,mk10,MCC,0.07009118406021066, DUD-E,RandomForest,mp2k1,AUROC,0.8975220372184133, DUD-E,RandomForest,mp2k1,BEDROC,0.7522985456394299, DUD-E,RandomForest,mp2k1,Enrichment factor 1%,66.93142857142857, DUD-E,RandomForest,mp2k1,Enrichment factor 5%,14.31, DUD-E,RandomForest,mp2k1,RIE,13.364459431127896, DUD-E,RandomForest,mp2k1,AUPRC,0.691004874079732, DUD-E,RandomForest,mp2k1,accuracy,0.9912917271407837, DUD-E,RandomForest,mp2k1,F1 score,0.4375, DUD-E,RandomForest,mp2k1,recall,0.28, DUD-E,RandomForest,mp2k1,precision,1.0, DUD-E,RandomForest,mp2k1,MCC,0.5268333683986355, DUD-E,LogisticRegression,mp2k1,AUROC,0.9604701273261509, DUD-E,LogisticRegression,mp2k1,BEDROC,0.7364536590580447, DUD-E,LogisticRegression,mp2k1,Enrichment factor 1%,59.05714285714285, DUD-E,LogisticRegression,mp2k1,Enrichment factor 5%,13.515, DUD-E,LogisticRegression,mp2k1,RIE,13.082977638565335, DUD-E,LogisticRegression,mp2k1,AUPRC,0.6453776205704239, DUD-E,LogisticRegression,mp2k1,accuracy,0.99225931301403, DUD-E,LogisticRegression,mp2k1,F1 score,0.5294117647058824, DUD-E,LogisticRegression,mp2k1,recall,0.36, DUD-E,LogisticRegression,mp2k1,precision,1.0, DUD-E,LogisticRegression,mp2k1,MCC,0.5976630875173387, DUD-E,SimilaritySearch_Mean,mp2k1,AUROC,0.7662683643486776, DUD-E,SimilaritySearch_Mean,mp2k1,BEDROC,0.5460197975140414, DUD-E,SimilaritySearch_Mean,mp2k1,Enrichment factor 1%,35.434285714285714, DUD-E,SimilaritySearch_Mean,mp2k1,Enrichment factor 5%,11.925, DUD-E,SimilaritySearch_Mean,mp2k1,RIE,9.699951547675468, DUD-E,SimilaritySearch_Mean,mp2k1,AUPRC,0.39217243909022725, DUD-E,SimilaritySearch_Max,mp2k1,AUROC,0.8496571988246817, DUD-E,SimilaritySearch_Max,mp2k1,BEDROC,0.7589316557101359, DUD-E,SimilaritySearch_Max,mp2k1,Enrichment factor 1%,66.93142857142857, DUD-E,SimilaritySearch_Max,mp2k1,Enrichment factor 5%,15.105, DUD-E,SimilaritySearch_Max,mp2k1,RIE,13.482295535752375, DUD-E,SimilaritySearch_Max,mp2k1,AUPRC,0.7084411074054563, DUD-E,LightGBM_Ranker,mp2k1,AUROC,0.6897355533790401, DUD-E,LightGBM_Ranker,mp2k1,BEDROC,0.3713895801903631, DUD-E,LightGBM_Ranker,mp2k1,Enrichment factor 1%,15.748571428571429, DUD-E,LightGBM_Ranker,mp2k1,Enrichment factor 5%,7.95, DUD-E,LightGBM_Ranker,mp2k1,RIE,6.597674585617115, DUD-E,LightGBM_Ranker,mp2k1,AUPRC,0.2114325549473853, DUD-E,LightGBM_Ranker,mp2k1,accuracy,0.5026608611514272, DUD-E,LightGBM_Ranker,mp2k1,F1 score,0.02835538752362949, DUD-E,LightGBM_Ranker,mp2k1,recall,0.6, DUD-E,LightGBM_Ranker,mp2k1,precision,0.01452081316553727, DUD-E,LightGBM_Ranker,mp2k1,MCC,0.02218306012890329, DUD-E,RandomForest,pa2ga,AUROC,0.960956416464891, DUD-E,RandomForest,pa2ga,BEDROC,0.814847105428147, DUD-E,RandomForest,pa2ga,Enrichment factor 1%,60.244897959183675, DUD-E,RandomForest,pa2ga,Enrichment factor 5%,17.038961038961038, DUD-E,RandomForest,pa2ga,RIE,14.675320381057992, DUD-E,RandomForest,pa2ga,AUPRC,0.7329837442953671, DUD-E,RandomForest,pa2ga,accuracy,0.9961890243902439, DUD-E,RandomForest,pa2ga,F1 score,0.782608695652174, DUD-E,RandomForest,pa2ga,recall,0.6428571428571429, DUD-E,RandomForest,pa2ga,precision,1.0, DUD-E,RandomForest,pa2ga,MCC,0.8002439053690159, DUD-E,LogisticRegression,pa2ga,AUROC,0.9192163768434956, DUD-E,LogisticRegression,pa2ga,BEDROC,0.736951037946657, DUD-E,LogisticRegression,pa2ga,Enrichment factor 1%,66.93877551020408, DUD-E,LogisticRegression,pa2ga,Enrichment factor 5%,14.199134199134198, DUD-E,LogisticRegression,pa2ga,RIE,13.272419474224392, DUD-E,LogisticRegression,pa2ga,AUPRC,0.7125444029735417, DUD-E,LogisticRegression,pa2ga,accuracy,0.9954268292682927, DUD-E,LogisticRegression,pa2ga,F1 score,0.7272727272727273, DUD-E,LogisticRegression,pa2ga,recall,0.5714285714285714, DUD-E,LogisticRegression,pa2ga,precision,1.0, DUD-E,LogisticRegression,pa2ga,MCC,0.754187840568017, DUD-E,SimilaritySearch_Mean,pa2ga,AUROC,0.6861655293858684, DUD-E,SimilaritySearch_Mean,pa2ga,BEDROC,0.6277120987948435, DUD-E,SimilaritySearch_Mean,pa2ga,Enrichment factor 1%,46.857142857142854, DUD-E,SimilaritySearch_Mean,pa2ga,Enrichment factor 5%,12.779220779220779, DUD-E,SimilaritySearch_Mean,pa2ga,RIE,11.305036373222075, DUD-E,SimilaritySearch_Mean,pa2ga,AUPRC,0.5476197570022032, DUD-E,SimilaritySearch_Max,pa2ga,AUROC,0.7391041162227604, DUD-E,SimilaritySearch_Max,pa2ga,BEDROC,0.7287683812023793, DUD-E,SimilaritySearch_Max,pa2ga,Enrichment factor 1%,60.244897959183675, DUD-E,SimilaritySearch_Max,pa2ga,Enrichment factor 5%,14.199134199134198, DUD-E,SimilaritySearch_Max,pa2ga,RIE,13.125050589786381, DUD-E,SimilaritySearch_Max,pa2ga,AUPRC,0.6878504046309665, DUD-E,LightGBM_Ranker,pa2ga,AUROC,0.711038961038961, DUD-E,LightGBM_Ranker,pa2ga,BEDROC,0.26529227481939666, DUD-E,LightGBM_Ranker,pa2ga,Enrichment factor 1%,20.081632653061227, DUD-E,LightGBM_Ranker,pa2ga,Enrichment factor 5%,4.259740259740259, DUD-E,LightGBM_Ranker,pa2ga,RIE,4.777889160938925, DUD-E,LightGBM_Ranker,pa2ga,AUPRC,0.1972894933135365, DUD-E,LightGBM_Ranker,pa2ga,accuracy,0.5045731707317073, DUD-E,LightGBM_Ranker,pa2ga,F1 score,0.029850746268656716, DUD-E,LightGBM_Ranker,pa2ga,recall,0.7142857142857143, DUD-E,LightGBM_Ranker,pa2ga,precision,0.01524390243902439, DUD-E,LightGBM_Ranker,pa2ga,MCC,0.04450921003208153, DUD-E,RandomForest,plk1,AUROC,0.9115347018572826, DUD-E,RandomForest,plk1,BEDROC,0.8134914560803781, DUD-E,RandomForest,plk1,Enrichment factor 1%,68.4920634920635, DUD-E,RandomForest,plk1,Enrichment factor 5%,16.060207991242475, DUD-E,RandomForest,plk1,RIE,14.441555004101186, DUD-E,RandomForest,plk1,AUPRC,0.7543419568018601, DUD-E,RandomForest,plk1,accuracy,0.9930475086906141, DUD-E,RandomForest,plk1,F1 score,0.6, DUD-E,RandomForest,plk1,recall,0.42857142857142855, DUD-E,RandomForest,plk1,precision,1.0, DUD-E,RandomForest,plk1,MCC,0.6523619938826023, DUD-E,LogisticRegression,plk1,AUROC,0.910654936461388, DUD-E,LogisticRegression,plk1,BEDROC,0.7691502393471739, DUD-E,LogisticRegression,plk1,Enrichment factor 1%,59.35978835978837, DUD-E,LogisticRegression,plk1,Enrichment factor 5%,15.115489874110565, DUD-E,LogisticRegression,plk1,RIE,13.654384944052516, DUD-E,LogisticRegression,plk1,AUPRC,0.7176394053178055, DUD-E,LogisticRegression,plk1,accuracy,0.9942062572421785, DUD-E,LogisticRegression,plk1,F1 score,0.6875, DUD-E,LogisticRegression,plk1,recall,0.5238095238095238, DUD-E,LogisticRegression,plk1,precision,1.0, DUD-E,LogisticRegression,plk1,MCC,0.7216337304144388, DUD-E,SimilaritySearch_Mean,plk1,AUROC,0.7477447283898897, DUD-E,SimilaritySearch_Mean,plk1,BEDROC,0.4915102406244876, DUD-E,SimilaritySearch_Mean,plk1,Enrichment factor 1%,41.095238095238095, DUD-E,SimilaritySearch_Mean,plk1,Enrichment factor 5%,9.447181171319103, DUD-E,SimilaritySearch_Mean,plk1,RIE,8.725564524409135, DUD-E,SimilaritySearch_Mean,plk1,AUPRC,0.3521236053214271, DUD-E,SimilaritySearch_Max,plk1,AUROC,0.8480798771121352, DUD-E,SimilaritySearch_Max,plk1,BEDROC,0.7657108162541437, DUD-E,SimilaritySearch_Max,plk1,Enrichment factor 1%,63.925925925925924, DUD-E,SimilaritySearch_Max,plk1,Enrichment factor 5%,15.115489874110565, DUD-E,SimilaritySearch_Max,plk1,RIE,13.593326383143745, DUD-E,SimilaritySearch_Max,plk1,AUPRC,0.7224434859971566, DUD-E,LightGBM_Ranker,plk1,AUROC,0.78232090490155, DUD-E,LightGBM_Ranker,plk1,BEDROC,0.2688460184578466, DUD-E,LightGBM_Ranker,plk1,Enrichment factor 1%,13.6984126984127, DUD-E,LightGBM_Ranker,plk1,Enrichment factor 5%,3.7788724685276414, DUD-E,LightGBM_Ranker,plk1,RIE,4.7727048140360155, DUD-E,LightGBM_Ranker,plk1,AUPRC,0.16013777051190983, DUD-E,LightGBM_Ranker,plk1,accuracy,0.507531865585168, DUD-E,LightGBM_Ranker,plk1,F1 score,0.038461538461538464, DUD-E,LightGBM_Ranker,plk1,recall,0.8095238095238095, DUD-E,LightGBM_Ranker,plk1,precision,0.019698725376593278, DUD-E,LightGBM_Ranker,plk1,MCC,0.06870233745386015, DUD-E,RandomForest,ptn1,AUROC,0.9841653944846851, DUD-E,RandomForest,ptn1,BEDROC,0.9336620424956809, DUD-E,RandomForest,ptn1,Enrichment factor 1%,54.26470588235294, DUD-E,RandomForest,ptn1,Enrichment factor 5%,18.671726755218216, DUD-E,RandomForest,ptn1,RIE,15.618611701364209, DUD-E,RandomForest,ptn1,AUPRC,0.9020424325481715, DUD-E,RandomForest,ptn1,accuracy,0.9869918699186991, DUD-E,RandomForest,ptn1,F1 score,0.45454545454545453, DUD-E,RandomForest,ptn1,recall,0.29411764705882354, DUD-E,RandomForest,ptn1,precision,1.0, DUD-E,RandomForest,ptn1,MCC,0.5387679247533838, DUD-E,LogisticRegression,ptn1,AUROC,0.9916035989216228, DUD-E,LogisticRegression,ptn1,BEDROC,0.9339610444991093, DUD-E,LogisticRegression,ptn1,Enrichment factor 1%,54.26470588235294, DUD-E,LogisticRegression,ptn1,Enrichment factor 5%,18.08823529411765, DUD-E,LogisticRegression,ptn1,RIE,15.623613507116204, DUD-E,LogisticRegression,ptn1,AUPRC,0.8970844765958753, DUD-E,LogisticRegression,ptn1,accuracy,0.991869918699187, DUD-E,LogisticRegression,ptn1,F1 score,0.7169811320754716, DUD-E,LogisticRegression,ptn1,recall,0.5588235294117647, DUD-E,LogisticRegression,ptn1,precision,1.0, DUD-E,LogisticRegression,ptn1,MCC,0.7444682496114032, DUD-E,SimilaritySearch_Mean,ptn1,AUROC,0.8766362425699158, DUD-E,SimilaritySearch_Mean,ptn1,BEDROC,0.6198779695347179, DUD-E,SimilaritySearch_Mean,ptn1,Enrichment factor 1%,42.8405572755418, DUD-E,SimilaritySearch_Mean,ptn1,Enrichment factor 5%,11.669829222011385, DUD-E,SimilaritySearch_Mean,ptn1,RIE,10.369526534627678, DUD-E,SimilaritySearch_Mean,ptn1,AUPRC,0.5280859254197061, DUD-E,SimilaritySearch_Max,ptn1,AUROC,0.974047487575925, DUD-E,SimilaritySearch_Max,ptn1,BEDROC,0.8694688170934477, DUD-E,SimilaritySearch_Max,ptn1,Enrichment factor 1%,54.26470588235294, DUD-E,SimilaritySearch_Max,ptn1,Enrichment factor 5%,16.33776091081594, DUD-E,SimilaritySearch_Max,ptn1,RIE,14.544765906438357, DUD-E,SimilaritySearch_Max,ptn1,AUPRC,0.8461120996874493, DUD-E,LightGBM_Ranker,ptn1,AUROC,0.8758079708968071, DUD-E,LightGBM_Ranker,ptn1,BEDROC,0.6413368971934431, DUD-E,LightGBM_Ranker,ptn1,Enrichment factor 1%,45.696594427244584, DUD-E,LightGBM_Ranker,ptn1,Enrichment factor 5%,11.086337760910816, DUD-E,LightGBM_Ranker,ptn1,RIE,10.728498670480795, DUD-E,LightGBM_Ranker,ptn1,AUPRC,0.562118897558363, DUD-E,LightGBM_Ranker,ptn1,accuracy,0.5154471544715448, DUD-E,LightGBM_Ranker,ptn1,F1 score,0.06485355648535565, DUD-E,LightGBM_Ranker,ptn1,recall,0.9117647058823529, DUD-E,LightGBM_Ranker,ptn1,precision,0.033622559652928416, DUD-E,LightGBM_Ranker,ptn1,MCC,0.11291331243882727, DUD-E,RandomForest,pygm,AUROC,0.9993111222444889, DUD-E,RandomForest,pygm,BEDROC,0.9889786239124464, DUD-E,RandomForest,pygm,Enrichment factor 1%,80.02272727272727, DUD-E,RandomForest,pygm,Enrichment factor 5%,19.725490196078432, DUD-E,RandomForest,pygm,RIE,18.28682052055255, DUD-E,RandomForest,pygm,AUPRC,0.9464285714285714, DUD-E,RandomForest,pygm,accuracy,0.9960238568588469, DUD-E,RandomForest,pygm,F1 score,0.6666666666666666, DUD-E,RandomForest,pygm,recall,0.5, DUD-E,RandomForest,pygm,precision,1.0, DUD-E,RandomForest,pygm,MCC,0.7056939790135439, DUD-E,LogisticRegression,pygm,AUROC,1.0, DUD-E,LogisticRegression,pygm,BEDROC,1.000000000000005, DUD-E,LogisticRegression,pygm,Enrichment factor 1%,91.45454545454545, DUD-E,LogisticRegression,pygm,Enrichment factor 5%,19.725490196078432, DUD-E,LogisticRegression,pygm,RIE,18.49061251467363, DUD-E,LogisticRegression,pygm,AUPRC,1.0, DUD-E,LogisticRegression,pygm,accuracy,0.9970178926441352, DUD-E,LogisticRegression,pygm,F1 score,0.7692307692307693, DUD-E,LogisticRegression,pygm,recall,0.625, DUD-E,LogisticRegression,pygm,precision,1.0, DUD-E,LogisticRegression,pygm,MCC,0.7893838566419212, DUD-E,SimilaritySearch_Mean,pygm,AUROC,0.7947144288577155, DUD-E,SimilaritySearch_Mean,pygm,BEDROC,0.6367716421781507, DUD-E,SimilaritySearch_Mean,pygm,Enrichment factor 1%,57.15909090909091, DUD-E,SimilaritySearch_Mean,pygm,Enrichment factor 5%,12.32843137254902, DUD-E,SimilaritySearch_Mean,pygm,RIE,11.774297712078365, DUD-E,SimilaritySearch_Mean,pygm,AUPRC,0.5839885369998701, DUD-E,SimilaritySearch_Max,pygm,AUROC,0.9774549098196392, DUD-E,SimilaritySearch_Max,pygm,BEDROC,0.8876507416525545, DUD-E,SimilaritySearch_Max,pygm,Enrichment factor 1%,80.02272727272727, DUD-E,SimilaritySearch_Max,pygm,Enrichment factor 5%,17.25980392156863, DUD-E,SimilaritySearch_Max,pygm,RIE,16.413205917279978, DUD-E,SimilaritySearch_Max,pygm,AUPRC,0.88, DUD-E,LightGBM_Ranker,pygm,AUROC,0.6519914829659318, DUD-E,LightGBM_Ranker,pygm,BEDROC,0.29933258994666134, DUD-E,LightGBM_Ranker,pygm,Enrichment factor 1%,22.863636363636363, DUD-E,LightGBM_Ranker,pygm,Enrichment factor 5%,4.931372549019608, DUD-E,LightGBM_Ranker,pygm,RIE,5.534842965024724, DUD-E,LightGBM_Ranker,pygm,AUPRC,0.26393742764857686, DUD-E,LightGBM_Ranker,pygm,accuracy,0.5019880715705766, DUD-E,LightGBM_Ranker,pygm,F1 score,0.019569471624266144, DUD-E,LightGBM_Ranker,pygm,recall,0.625, DUD-E,LightGBM_Ranker,pygm,precision,0.009940357852882704, DUD-E,LightGBM_Ranker,pygm,MCC,0.02238307405179226, DUD-E,RandomForest,src,AUROC,0.9614587683591372, DUD-E,RandomForest,src,BEDROC,0.8693543335368078, DUD-E,RandomForest,src,Enrichment factor 1%,70.94782608695652, DUD-E,RandomForest,src,Enrichment factor 5%,17.035695850704784, DUD-E,RandomForest,src,RIE,15.29097206578085, DUD-E,RandomForest,src,AUPRC,0.8195799834368375, DUD-E,RandomForest,src,accuracy,0.9923481041571494, DUD-E,RandomForest,src,F1 score,0.588957055214724, DUD-E,RandomForest,src,recall,0.41739130434782606, DUD-E,RandomForest,src,precision,1.0, DUD-E,RandomForest,src,MCC,0.643568073005707, DUD-E,LogisticRegression,src,AUROC,0.9778860135954474, DUD-E,LogisticRegression,src,BEDROC,0.8895047643761472, DUD-E,LogisticRegression,src,Enrichment factor 1%,70.94782608695652, DUD-E,LogisticRegression,src,Enrichment factor 5%,17.904864006352987, DUD-E,LogisticRegression,src,RIE,15.645395644569817, DUD-E,LogisticRegression,src,AUPRC,0.8282981880986258, DUD-E,LogisticRegression,src,accuracy,0.9945180447693011, DUD-E,LogisticRegression,src,F1 score,0.7446808510638298, DUD-E,LogisticRegression,src,recall,0.6086956521739131, DUD-E,LogisticRegression,src,precision,0.958904109589041, DUD-E,LogisticRegression,src,MCC,0.7617053612986647, DUD-E,SimilaritySearch_Mean,src,AUROC,0.7786226433132237, DUD-E,SimilaritySearch_Mean,src,BEDROC,0.5889456612301158, DUD-E,SimilaritySearch_Mean,src,Enrichment factor 1%,39.8, DUD-E,SimilaritySearch_Mean,src,Enrichment factor 5%,11.646853285685925, DUD-E,SimilaritySearch_Mean,src,RIE,10.358896620109702, DUD-E,SimilaritySearch_Mean,src,AUPRC,0.46480581242503116, DUD-E,SimilaritySearch_Max,src,AUROC,0.9295975204158134, DUD-E,SimilaritySearch_Max,src,BEDROC,0.8753104857889479, DUD-E,SimilaritySearch_Max,src,Enrichment factor 1%,72.67826086956522, DUD-E,SimilaritySearch_Max,src,Enrichment factor 5%,17.383363112964066, DUD-E,SimilaritySearch_Max,src,RIE,15.3957341333439, DUD-E,SimilaritySearch_Max,src,AUPRC,0.8295964803360384, DUD-E,LightGBM_Ranker,src,AUROC,0.8516546494719311, DUD-E,LightGBM_Ranker,src,BEDROC,0.671956376835035, DUD-E,LightGBM_Ranker,src,Enrichment factor 1%,53.643478260869564, DUD-E,LightGBM_Ranker,src,Enrichment factor 5%,13.38518959698233, DUD-E,LightGBM_Ranker,src,RIE,11.818962419054829, DUD-E,LightGBM_Ranker,src,AUPRC,0.5674615504011403, DUD-E,LightGBM_Ranker,src,accuracy,0.5099360438556418, DUD-E,LightGBM_Ranker,src,F1 score,0.04495882483863788, DUD-E,LightGBM_Ranker,src,recall,0.8782608695652174, DUD-E,LightGBM_Ranker,src,precision,0.023069894929191412, DUD-E,LightGBM_Ranker,src,MCC,0.08727469301450609, WELQRATE,LightGBM_Ranker,AID1798,AUPRC,0.005154319389319395, WELQRATE,LightGBM_Ranker,AID1798,AUROC,0.5972665991400903, WELQRATE,LightGBM_Ranker,AID1798,BEDROC,0.10473122339034117, WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 1%,4.137324916776585, WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 5%,2.3069204136670405, WELQRATE,LightGBM_Ranker,AID1798,F1 score,0.006423332788509912, WELQRATE,LightGBM_Ranker,AID1798,MCC,0.013623861663079311, WELQRATE,LightGBM_Ranker,AID1798,RIE,2.040803422199012, WELQRATE,LightGBM_Ranker,AID1798,accuracy,0.5006918135397793, WELQRATE,LightGBM_Ranker,AID1798,precision,0.0032284631856366332, WELQRATE,LightGBM_Ranker,AID1798,recall,0.6348771560165863, WELQRATE,LogisticRegression,AID1798,AUPRC,0.01541268666435507, WELQRATE,LogisticRegression,AID1798,AUROC,0.6892018858107832, WELQRATE,LogisticRegression,AID1798,BEDROC,0.19532011646205602, WELQRATE,LogisticRegression,AID1798,Enrichment factor 1%,12.496438758172236, WELQRATE,LogisticRegression,AID1798,Enrichment factor 5%,3.8947534071394836, WELQRATE,LogisticRegression,AID1798,F1 score,0.0, WELQRATE,LogisticRegression,AID1798,MCC,0.0, WELQRATE,LogisticRegression,AID1798,RIE,3.809056057633027, WELQRATE,LogisticRegression,AID1798,accuracy,0.9974633503541426, WELQRATE,LogisticRegression,AID1798,precision,0.0, WELQRATE,LogisticRegression,AID1798,recall,0.0, WELQRATE,RandomForest,AID1798,AUPRC,0.016319315251331117, WELQRATE,RandomForest,AID1798,AUROC,0.6426541005792904, WELQRATE,RandomForest,AID1798,BEDROC,0.190296099255976, WELQRATE,RandomForest,AID1798,Enrichment factor 1%,7.2881012602545265, WELQRATE,RandomForest,AID1798,Enrichment factor 5%,4.514834473914062, WELQRATE,RandomForest,AID1798,F1 score,0.0, WELQRATE,RandomForest,AID1798,MCC,-0.0003884391826698862, WELQRATE,RandomForest,AID1798,RIE,3.7103455519674022, WELQRATE,RandomForest,AID1798,accuracy,0.9973809915994071, WELQRATE,RandomForest,AID1798,precision,0.0, WELQRATE,RandomForest,AID1798,recall,0.0, WELQRATE,SimilaritySearch_Max,AID1798,AUPRC,0.014334152643314607, WELQRATE,SimilaritySearch_Max,AID1798,AUROC,0.5487336550534682, WELQRATE,SimilaritySearch_Max,AID1798,BEDROC,0.13694235499013296, WELQRATE,SimilaritySearch_Max,AID1798,Enrichment factor 1%,4.747414942654208, WELQRATE,SimilaritySearch_Max,AID1798,Enrichment factor 5%,3.0622422800572213, WELQRATE,SimilaritySearch_Max,AID1798,RIE,2.6700519376256713, WELQRATE,SimilaritySearch_Mean,AID1798,AUPRC,0.006379809646739595, WELQRATE,SimilaritySearch_Mean,AID1798,AUROC,0.5612225110821865, WELQRATE,SimilaritySearch_Mean,AID1798,BEDROC,0.12807705759757557, WELQRATE,SimilaritySearch_Mean,AID1798,Enrichment factor 1%,4.1945005528545725, WELQRATE,SimilaritySearch_Mean,AID1798,Enrichment factor 5%,2.2137583257624387, WELQRATE,SimilaritySearch_Mean,AID1798,RIE,2.4989424422360145, WELQRATE,LightGBM_Ranker,AID1843,AUPRC,0.02892780227463366, WELQRATE,LightGBM_Ranker,AID1843,AUROC,0.7259402086986309, WELQRATE,LightGBM_Ranker,AID1843,BEDROC,0.2559796356048759, WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 1%,14.055786426428346, WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 5%,5.1297106803500006, WELQRATE,LightGBM_Ranker,AID1843,F1 score,0.001801722124970775, WELQRATE,LightGBM_Ranker,AID1843,MCC,0.013245300237964436, WELQRATE,LightGBM_Ranker,AID1843,RIE,5.0893880125342355, WELQRATE,LightGBM_Ranker,AID1843,accuracy,0.5003399472734842, WELQRATE,LightGBM_Ranker,AID1843,precision,0.0009019343832104169, WELQRATE,LightGBM_Ranker,AID1843,recall,0.7729585253456221, WELQRATE,LogisticRegression,AID1843,AUPRC,0.02508338825573699, WELQRATE,LogisticRegression,AID1843,AUROC,0.8448325405372479, WELQRATE,LogisticRegression,AID1843,BEDROC,0.4008377566651082, WELQRATE,LogisticRegression,AID1843,Enrichment factor 1%,21.40557940013187, WELQRATE,LogisticRegression,AID1843,Enrichment factor 5%,9.633463763691282, WELQRATE,LogisticRegression,AID1843,F1 score,0.0, WELQRATE,LogisticRegression,AID1843,MCC,0.0, WELQRATE,LogisticRegression,AID1843,RIE,7.970148250609258, WELQRATE,LogisticRegression,AID1843,accuracy,0.9994207020951853, WELQRATE,LogisticRegression,AID1843,precision,0.0, WELQRATE,LogisticRegression,AID1843,recall,0.0, WELQRATE,RandomForest,AID1843,AUPRC,0.009191089784579437, WELQRATE,RandomForest,AID1843,AUROC,0.6540874724261889, WELQRATE,RandomForest,AID1843,BEDROC,0.41138174875465117, WELQRATE,RandomForest,AID1843,Enrichment factor 1%,19.763258743381066, WELQRATE,RandomForest,AID1843,Enrichment factor 5%,7.605872737034497, WELQRATE,RandomForest,AID1843,F1 score,0.0, WELQRATE,RandomForest,AID1843,MCC,-6.179423788930324e-05, WELQRATE,RandomForest,AID1843,RIE,8.179634912112803, WELQRATE,RandomForest,AID1843,accuracy,0.9994102955459969, WELQRATE,RandomForest,AID1843,precision,0.0, WELQRATE,RandomForest,AID1843,recall,0.0, WELQRATE,SimilaritySearch_Max,AID1843,AUPRC,0.005215625123165932, WELQRATE,SimilaritySearch_Max,AID1843,AUROC,0.7267267071610657, WELQRATE,SimilaritySearch_Max,AID1843,BEDROC,0.2658576597001662, WELQRATE,SimilaritySearch_Max,AID1843,Enrichment factor 1%,13.326900788991917, WELQRATE,SimilaritySearch_Max,AID1843,Enrichment factor 5%,6.248824027852594, WELQRATE,SimilaritySearch_Max,AID1843,RIE,5.285771645332904, WELQRATE,SimilaritySearch_Mean,AID1843,AUPRC,0.008163076706706886, WELQRATE,SimilaritySearch_Mean,AID1843,AUROC,0.6460710645785624, WELQRATE,SimilaritySearch_Mean,AID1843,BEDROC,0.16562138796253917, WELQRATE,SimilaritySearch_Mean,AID1843,Enrichment factor 1%,7.297451965203069, WELQRATE,SimilaritySearch_Mean,AID1843,Enrichment factor 5%,3.225746509501201, WELQRATE,SimilaritySearch_Mean,AID1843,RIE,3.2933494276032533, WELQRATE,LightGBM_Ranker,AID2258,AUPRC,0.013758582865464785, WELQRATE,LightGBM_Ranker,AID2258,AUROC,0.6660188243762041, WELQRATE,LightGBM_Ranker,AID2258,BEDROC,0.1546311200478518, WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 1%,7.3976135287381855, WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 5%,3.2461643023492024, WELQRATE,LightGBM_Ranker,AID2258,F1 score,0.0025416015162911137, WELQRATE,LightGBM_Ranker,AID2258,MCC,0.01279412908764257, WELQRATE,LightGBM_Ranker,AID2258,RIE,3.065179525978947, WELQRATE,LightGBM_Ranker,AID2258,accuracy,0.5003960909798495, WELQRATE,LightGBM_Ranker,AID2258,precision,0.0012730681569973633, WELQRATE,LightGBM_Ranker,AID2258,recall,0.7149429310185613, WELQRATE,LogisticRegression,AID2258,AUPRC,0.010504670612757455, WELQRATE,LogisticRegression,AID2258,AUROC,0.7969757198366563, WELQRATE,LogisticRegression,AID2258,BEDROC,0.3251702593640989, WELQRATE,LogisticRegression,AID2258,Enrichment factor 1%,17.17335106408712, WELQRATE,LogisticRegression,AID2258,Enrichment factor 5%,7.657223705862092, WELQRATE,LogisticRegression,AID2258,F1 score,0.0, WELQRATE,LogisticRegression,AID2258,MCC,0.0, WELQRATE,LogisticRegression,AID2258,RIE,6.445416131480792, WELQRATE,LogisticRegression,AID2258,accuracy,0.9991074980541382, WELQRATE,LogisticRegression,AID2258,precision,0.0, WELQRATE,LogisticRegression,AID2258,recall,0.0, WELQRATE,RandomForest,AID2258,AUPRC,0.05380352466837064, WELQRATE,RandomForest,AID2258,AUROC,0.7123502493110323, WELQRATE,RandomForest,AID2258,BEDROC,0.4223505547863481, WELQRATE,RandomForest,AID2258,Enrichment factor 1%,26.680766371116004, WELQRATE,RandomForest,AID2258,Enrichment factor 5%,10.020829434187, WELQRATE,RandomForest,AID2258,F1 score,0.021793103448275862, WELQRATE,RandomForest,AID2258,MCC,0.06627859030616676, WELQRATE,RandomForest,AID2258,RIE,8.37222144325261, WELQRATE,RandomForest,AID2258,accuracy,0.9991074980541382, WELQRATE,RandomForest,AID2258,precision,0.4, WELQRATE,RandomForest,AID2258,recall,0.011224489795918367, WELQRATE,SimilaritySearch_Max,AID2258,AUPRC,0.0311067152174619, WELQRATE,SimilaritySearch_Max,AID2258,AUROC,0.7295351114007866, WELQRATE,SimilaritySearch_Max,AID2258,BEDROC,0.32305053466803757, WELQRATE,SimilaritySearch_Max,AID2258,Enrichment factor 1%,17.28154917952301, WELQRATE,SimilaritySearch_Max,AID2258,Enrichment factor 5%,7.613337945400867, WELQRATE,SimilaritySearch_Max,AID2258,RIE,6.40370524116685, WELQRATE,SimilaritySearch_Mean,AID2258,AUPRC,0.005385842613028292, WELQRATE,SimilaritySearch_Mean,AID2258,AUROC,0.5620052024913589, WELQRATE,SimilaritySearch_Mean,AID2258,BEDROC,0.15399990155932125, WELQRATE,SimilaritySearch_Mean,AID2258,Enrichment factor 1%,6.519475878035552, WELQRATE,SimilaritySearch_Mean,AID2258,Enrichment factor 5%,3.392811514622612, WELQRATE,SimilaritySearch_Mean,AID2258,RIE,3.0526029121089744, WELQRATE,LightGBM_Ranker,AID2689,AUPRC,0.009892945392087927, WELQRATE,LightGBM_Ranker,AID2689,AUROC,0.7483475698734959, WELQRATE,LightGBM_Ranker,AID2689,BEDROC,0.2537104854352037, WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 1%,14.392677887246853, WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 5%,5.8093475643130805, WELQRATE,LightGBM_Ranker,AID2689,F1 score,0.0011683825893112232, WELQRATE,LightGBM_Ranker,AID2689,MCC,0.011787017765908818, WELQRATE,LightGBM_Ranker,AID2689,RIE,5.055450325059219, WELQRATE,LightGBM_Ranker,AID2689,accuracy,0.5002381147877494, WELQRATE,LightGBM_Ranker,AID2689,precision,0.0005846248319729909, WELQRATE,LightGBM_Ranker,AID2689,recall,0.8082543859649123, WELQRATE,LogisticRegression,AID2689,AUPRC,0.019811971263185353, WELQRATE,LogisticRegression,AID2689,AUROC,0.8945251914762526, WELQRATE,LogisticRegression,AID2689,BEDROC,0.4587023641082618, WELQRATE,LogisticRegression,AID2689,Enrichment factor 1%,27.260919540229885, WELQRATE,LogisticRegression,AID2689,Enrichment factor 5%,11.21592118226601, WELQRATE,LogisticRegression,AID2689,F1 score,0.0, WELQRATE,LogisticRegression,AID2689,MCC,0.0, WELQRATE,LogisticRegression,AID2689,RIE,9.140681956469184, WELQRATE,LogisticRegression,AID2689,accuracy,0.9996420067329008, WELQRATE,LogisticRegression,AID2689,precision,0.0, WELQRATE,LogisticRegression,AID2689,recall,0.0, WELQRATE,RandomForest,AID2689,AUPRC,0.026354301051829326, WELQRATE,RandomForest,AID2689,AUROC,0.7034594453667518, WELQRATE,RandomForest,AID2689,BEDROC,0.5586058732094382, WELQRATE,RandomForest,AID2689,Enrichment factor 1%,33.8823056923919, WELQRATE,RandomForest,AID2689,Enrichment factor 5%,9.030135741652982, WELQRATE,RandomForest,AID2689,F1 score,0.0, WELQRATE,RandomForest,AID2689,MCC,-3.251844366813344e-05, WELQRATE,RandomForest,AID2689,RIE,11.131855610834293, WELQRATE,RandomForest,AID2689,accuracy,0.9996354380491009, WELQRATE,RandomForest,AID2689,precision,0.0, WELQRATE,RandomForest,AID2689,recall,0.0, WELQRATE,SimilaritySearch_Max,AID2689,AUPRC,0.016217160014169472, WELQRATE,SimilaritySearch_Max,AID2689,AUROC,0.7597662759988714, WELQRATE,SimilaritySearch_Max,AID2689,BEDROC,0.4061374142343591, WELQRATE,SimilaritySearch_Max,AID2689,Enrichment factor 1%,28.06085385878489, WELQRATE,SimilaritySearch_Max,AID2689,Enrichment factor 5%,9.1767903667214, WELQRATE,SimilaritySearch_Max,AID2689,RIE,8.093139359213021, WELQRATE,SimilaritySearch_Mean,AID2689,AUPRC,0.0013185342564558705, WELQRATE,SimilaritySearch_Mean,AID2689,AUROC,0.689103678451735, WELQRATE,SimilaritySearch_Mean,AID2689,BEDROC,0.18084089315600257, WELQRATE,SimilaritySearch_Mean,AID2689,Enrichment factor 1%,5.249568965517241, WELQRATE,SimilaritySearch_Mean,AID2689,Enrichment factor 5%,4.204567049808429, WELQRATE,SimilaritySearch_Mean,AID2689,RIE,3.603477137491447, WELQRATE,LightGBM_Ranker,AID435008,AUPRC,0.007644497292466498, WELQRATE,LightGBM_Ranker,AID435008,AUROC,0.6572281930441496, WELQRATE,LightGBM_Ranker,AID435008,BEDROC,0.1037346496565357, WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 1%,3.2682710970425584, WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 5%,1.5294943618528873, WELQRATE,LightGBM_Ranker,AID435008,F1 score,0.0016622660622248246, WELQRATE,LightGBM_Ranker,AID435008,MCC,0.010730346968159863, WELQRATE,LightGBM_Ranker,AID435008,RIE,2.062673623611545, WELQRATE,LightGBM_Ranker,AID435008,accuracy,0.5002730286680102, WELQRATE,LightGBM_Ranker,AID435008,precision,0.000832109979972286, WELQRATE,LightGBM_Ranker,AID435008,recall,0.7254156633413599, WELQRATE,LogisticRegression,AID435008,AUPRC,0.005971149379233443, WELQRATE,LogisticRegression,AID435008,AUROC,0.8447971015346992, WELQRATE,LogisticRegression,AID435008,BEDROC,0.37557968681686243, WELQRATE,LogisticRegression,AID435008,Enrichment factor 1%,17.45972635634893, WELQRATE,LogisticRegression,AID435008,Enrichment factor 5%,9.06786025963907, WELQRATE,LogisticRegression,AID435008,F1 score,0.0, WELQRATE,LogisticRegression,AID435008,MCC,0.0, WELQRATE,LogisticRegression,AID435008,RIE,7.469518723083054, WELQRATE,LogisticRegression,AID435008,accuracy,0.9994246895924072, WELQRATE,LogisticRegression,AID435008,precision,0.0, WELQRATE,LogisticRegression,AID435008,recall,0.0, WELQRATE,RandomForest,AID435008,AUPRC,0.024024087110823277, WELQRATE,RandomForest,AID435008,AUROC,0.677731977566927, WELQRATE,RandomForest,AID435008,BEDROC,0.4292385392533443, WELQRATE,RandomForest,AID435008,Enrichment factor 1%,21.30574344086869, WELQRATE,RandomForest,AID435008,Enrichment factor 5%,8.621503681586328, WELQRATE,RandomForest,AID435008,F1 score,0.0, WELQRATE,RandomForest,AID435008,MCC,-1.689311271083906e-05, WELQRATE,RandomForest,AID435008,RIE,8.536197031783413, WELQRATE,RandomForest,AID435008,accuracy,0.9994214392511214, WELQRATE,RandomForest,AID435008,precision,0.0, WELQRATE,RandomForest,AID435008,recall,0.0, WELQRATE,SimilaritySearch_Max,AID435008,AUPRC,0.013585145456519277, WELQRATE,SimilaritySearch_Max,AID435008,AUROC,0.6880126728571234, WELQRATE,SimilaritySearch_Max,AID435008,BEDROC,0.2679665309186006, WELQRATE,SimilaritySearch_Max,AID435008,Enrichment factor 1%,19.986668705469718, WELQRATE,SimilaritySearch_Max,AID435008,Enrichment factor 5%,5.342103923296049, WELQRATE,SimilaritySearch_Max,AID435008,RIE,5.329405405230321, WELQRATE,SimilaritySearch_Mean,AID435008,AUPRC,0.0012658613407029264, WELQRATE,SimilaritySearch_Mean,AID435008,AUROC,0.580022923579634, WELQRATE,SimilaritySearch_Mean,AID435008,BEDROC,0.0965668067415651, WELQRATE,SimilaritySearch_Mean,AID435008,Enrichment factor 1%,1.6480104071013166, WELQRATE,SimilaritySearch_Mean,AID435008,Enrichment factor 5%,2.4732167203632818, WELQRATE,SimilaritySearch_Mean,AID435008,RIE,1.9203322649144343, WELQRATE,LightGBM_Ranker,AID435034,AUPRC,0.011499417601901001, WELQRATE,LightGBM_Ranker,AID435034,AUROC,0.7694984643100421, WELQRATE,LightGBM_Ranker,AID435034,BEDROC,0.18058438777773206, WELQRATE,LightGBM_Ranker,AID435034,Enrichment factor 1%,8.515493915594528, WELQRATE,LightGBM_Ranker,AID435034,Enrichment factor 5%,3.9360326891971, WELQRATE,LightGBM_Ranker,AID435034,F1 score,0.0052190369940490295, WELQRATE,LightGBM_Ranker,AID435034,MCC,0.028894723125009424, WELQRATE,LightGBM_Ranker,AID435034,RIE,3.5563121633828687, WELQRATE,LightGBM_Ranker,AID435034,accuracy,0.5012175929760623, WELQRATE,LightGBM_Ranker,AID435034,precision,0.0026179570297659325, WELQRATE,LightGBM_Ranker,AID435034,recall,0.8794943221030177, WELQRATE,LogisticRegression,AID435034,AUPRC,0.042507746097785105, WELQRATE,LogisticRegression,AID435034,AUROC,0.804184055002203, WELQRATE,LogisticRegression,AID435034,BEDROC,0.2662255930133623, WELQRATE,LogisticRegression,AID435034,Enrichment factor 1%,10.693319966255647, WELQRATE,LogisticRegression,AID435034,Enrichment factor 5%,6.749759827305178, WELQRATE,LogisticRegression,AID435034,F1 score,0.0, WELQRATE,LogisticRegression,AID435034,MCC,-7.598370535256525e-05, WELQRATE,LogisticRegression,AID435034,RIE,5.243603285675285, WELQRATE,LogisticRegression,AID435034,accuracy,0.9984925039343991, WELQRATE,LogisticRegression,AID435034,precision,0.0, WELQRATE,LogisticRegression,AID435034,recall,0.0, WELQRATE,RandomForest,AID435034,AUPRC,0.03129841934679926, WELQRATE,RandomForest,AID435034,AUROC,0.6662281691804506, WELQRATE,RandomForest,AID435034,BEDROC,0.30301653739208945, WELQRATE,RandomForest,AID435034,Enrichment factor 1%,15.674087645097348, WELQRATE,RandomForest,AID435034,Enrichment factor 5%,5.805655740906245, WELQRATE,RandomForest,AID435034,F1 score,0.0, WELQRATE,RandomForest,AID435034,MCC,-0.00012749329450337235, WELQRATE,RandomForest,AID435034,RIE,5.966475120354081, WELQRATE,RandomForest,AID435034,accuracy,0.9984759380435684, WELQRATE,RandomForest,AID435034,precision,0.0, WELQRATE,RandomForest,AID435034,recall,0.0, WELQRATE,SimilaritySearch_Max,AID435034,AUPRC,0.010291897809628792, WELQRATE,SimilaritySearch_Max,AID435034,AUROC,0.6647853990486576, WELQRATE,SimilaritySearch_Max,AID435034,BEDROC,0.18305592782463048, WELQRATE,SimilaritySearch_Max,AID435034,Enrichment factor 1%,10.288428362470764, WELQRATE,SimilaritySearch_Max,AID435034,Enrichment factor 5%,4.109493819358489, WELQRATE,SimilaritySearch_Max,AID435034,RIE,3.6091130265456086, WELQRATE,SimilaritySearch_Mean,AID435034,AUPRC,0.012401570033764044, WELQRATE,SimilaritySearch_Mean,AID435034,AUROC,0.6513828408971069, WELQRATE,SimilaritySearch_Mean,AID435034,BEDROC,0.206106396137928, WELQRATE,SimilaritySearch_Mean,AID435034,Enrichment factor 1%,13.8360500337288, WELQRATE,SimilaritySearch_Mean,AID435034,Enrichment factor 5%,4.480468888215793, WELQRATE,SimilaritySearch_Mean,AID435034,RIE,4.070522414637403, WELQRATE,LightGBM_Ranker,AID463087,AUPRC,0.045292005482887976, WELQRATE,LightGBM_Ranker,AID463087,AUROC,0.6080433638147904, WELQRATE,LightGBM_Ranker,AID463087,BEDROC,0.16742100799766266, WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 1%,10.253271708190846, WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 5%,3.1758279892781425, WELQRATE,LightGBM_Ranker,AID463087,F1 score,0.01692195908262482, WELQRATE,LightGBM_Ranker,AID463087,MCC,0.024979426665677994, WELQRATE,LightGBM_Ranker,AID463087,RIE,3.132672845834796, WELQRATE,LightGBM_Ranker,AID463087,accuracy,0.5020700470465238, WELQRATE,LightGBM_Ranker,AID463087,precision,0.008573295965463797, WELQRATE,LightGBM_Ranker,AID463087,recall,0.651483488513997, WELQRATE,LogisticRegression,AID463087,AUPRC,0.187297847154702, WELQRATE,LogisticRegression,AID463087,AUROC,0.8846122821430775, WELQRATE,LogisticRegression,AID463087,BEDROC,0.4889729082153035, WELQRATE,LogisticRegression,AID463087,Enrichment factor 1%,28.472670333367724, WELQRATE,LogisticRegression,AID463087,Enrichment factor 5%,10.697480137669075, WELQRATE,LogisticRegression,AID463087,F1 score,0.07953933941748295, WELQRATE,LogisticRegression,AID463087,MCC,0.14634802796814927, WELQRATE,LogisticRegression,AID463087,RIE,9.162564525109996, WELQRATE,LogisticRegression,AID463087,accuracy,0.9935703084161004, WELQRATE,LogisticRegression,AID463087,precision,0.5797619047619047, WELQRATE,LogisticRegression,AID463087,recall,0.04466480362073583, WELQRATE,RandomForest,AID463087,AUPRC,0.16579467205139667, WELQRATE,RandomForest,AID463087,AUROC,0.8322915020445866, WELQRATE,RandomForest,AID463087,BEDROC,0.45719709716487655, WELQRATE,RandomForest,AID463087,Enrichment factor 1%,25.890818431672947, WELQRATE,RandomForest,AID463087,Enrichment factor 5%,9.948535216725713, WELQRATE,RandomForest,AID463087,F1 score,0.10034870358509851, WELQRATE,RandomForest,AID463087,MCC,0.17801022665257535, WELQRATE,RandomForest,AID463087,RIE,8.568683637171134, WELQRATE,RandomForest,AID463087,accuracy,0.9937166753789859, WELQRATE,RandomForest,AID463087,precision,0.6056166056166056, WELQRATE,RandomForest,AID463087,recall,0.05555709375370392, WELQRATE,SimilaritySearch_Max,AID463087,AUPRC,0.09677932225090122, WELQRATE,SimilaritySearch_Max,AID463087,AUROC,0.8340402685677443, WELQRATE,SimilaritySearch_Max,AID463087,BEDROC,0.4014243968527298, WELQRATE,SimilaritySearch_Max,AID463087,Enrichment factor 1%,22.485894946769594, WELQRATE,SimilaritySearch_Max,AID463087,Enrichment factor 5%,8.628894472483655, WELQRATE,SimilaritySearch_Max,AID463087,RIE,7.5243400873803195, WELQRATE,SimilaritySearch_Mean,AID463087,AUPRC,0.024754451931654996, WELQRATE,SimilaritySearch_Mean,AID463087,AUROC,0.7187453865468967, WELQRATE,SimilaritySearch_Mean,AID463087,BEDROC,0.1948797239297862, WELQRATE,SimilaritySearch_Mean,AID463087,Enrichment factor 1%,6.308591672190543, WELQRATE,SimilaritySearch_Mean,AID463087,Enrichment factor 5%,4.121517284809777, WELQRATE,SimilaritySearch_Mean,AID463087,RIE,3.6526392614329977, WELQRATE,LightGBM_Ranker,AID485290,AUPRC,0.007303034820592051, WELQRATE,LightGBM_Ranker,AID485290,AUROC,0.6442601366329592, WELQRATE,LightGBM_Ranker,AID485290,BEDROC,0.1692446692850647, WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 1%,6.19731679222652, WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 5%,3.957186302658293, WELQRATE,LightGBM_Ranker,AID485290,F1 score,0.005836743314280127, WELQRATE,LightGBM_Ranker,AID485290,MCC,0.01634348286076574, WELQRATE,LightGBM_Ranker,AID485290,RIE,3.3123660802379953, WELQRATE,LightGBM_Ranker,AID485290,accuracy,0.5008056341033986, WELQRATE,LightGBM_Ranker,AID485290,precision,0.0029310772195924586, WELQRATE,LightGBM_Ranker,AID485290,recall,0.6742445958966685, WELQRATE,LogisticRegression,AID485290,AUPRC,0.05520581022565779, WELQRATE,LogisticRegression,AID485290,AUROC,0.7984285506209182, WELQRATE,LogisticRegression,AID485290,BEDROC,0.37713326749723974, WELQRATE,LogisticRegression,AID485290,Enrichment factor 1%,21.505713897170732, WELQRATE,LogisticRegression,AID485290,Enrichment factor 5%,8.501084124017234, WELQRATE,LogisticRegression,AID485290,F1 score,0.0, WELQRATE,LogisticRegression,AID485290,MCC,0.0, WELQRATE,LogisticRegression,AID485290,RIE,7.381419974499178, WELQRATE,LogisticRegression,AID485290,accuracy,0.9978338579736434, WELQRATE,LogisticRegression,AID485290,precision,0.0, WELQRATE,LogisticRegression,AID485290,recall,0.0, WELQRATE,RandomForest,AID485290,AUPRC,0.06209065389108577, WELQRATE,RandomForest,AID485290,AUROC,0.736084555897602, WELQRATE,RandomForest,AID485290,BEDROC,0.3866626007982206, WELQRATE,RandomForest,AID485290,Enrichment factor 1%,25.30089087459043, WELQRATE,RandomForest,AID485290,Enrichment factor 5%,8.67386594816399, WELQRATE,RandomForest,AID485290,F1 score,0.0032258064516129032, WELQRATE,RandomForest,AID485290,MCC,0.010345725962902936, WELQRATE,RandomForest,AID485290,RIE,7.56809082866436, WELQRATE,RandomForest,AID485290,accuracy,0.9978196304398086, WELQRATE,RandomForest,AID485290,precision,0.06666666666666667, WELQRATE,RandomForest,AID485290,recall,0.001652892561983471, WELQRATE,SimilaritySearch_Max,AID485290,AUPRC,0.01700411401633464, WELQRATE,SimilaritySearch_Max,AID485290,AUROC,0.6976652828579892, WELQRATE,SimilaritySearch_Max,AID485290,BEDROC,0.2580035359935427, WELQRATE,SimilaritySearch_Max,AID485290,Enrichment factor 1%,14.21285425779342, WELQRATE,SimilaritySearch_Max,AID485290,Enrichment factor 5%,5.900884558366475, WELQRATE,SimilaritySearch_Max,AID485290,RIE,5.049691553127071, WELQRATE,SimilaritySearch_Mean,AID485290,AUPRC,0.00278955195142799, WELQRATE,SimilaritySearch_Mean,AID485290,AUROC,0.5397191029959274, WELQRATE,SimilaritySearch_Mean,AID485290,BEDROC,0.07983301554478024, WELQRATE,SimilaritySearch_Mean,AID485290,Enrichment factor 1%,1.8084409260111627, WELQRATE,SimilaritySearch_Mean,AID485290,Enrichment factor 5%,1.8678902378960927, WELQRATE,SimilaritySearch_Mean,AID485290,RIE,1.5624868740264308, WELQRATE,LightGBM_Ranker,AID488997,AUPRC,0.0011590825829252097, WELQRATE,LightGBM_Ranker,AID488997,AUROC,0.5598795383970732, WELQRATE,LightGBM_Ranker,AID488997,BEDROC,0.06618400296041438, WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 1%,1.1579169815323018, WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 5%,1.4918584638366852, WELQRATE,LightGBM_Ranker,AID488997,F1 score,0.001937111668252723, WELQRATE,LightGBM_Ranker,AID488997,MCC,0.00279445161223871, WELQRATE,LightGBM_Ranker,AID488997,RIE,1.3120141408856345, WELQRATE,LightGBM_Ranker,AID488997,accuracy,0.5000831687285581, WELQRATE,LightGBM_Ranker,AID488997,precision,0.000970301833177392, WELQRATE,LightGBM_Ranker,AID488997,recall,0.5471757938908575, WELQRATE,LogisticRegression,AID488997,AUPRC,0.018121612267576685, WELQRATE,LogisticRegression,AID488997,AUROC,0.7703134742376477, WELQRATE,LogisticRegression,AID488997,BEDROC,0.2610124156374892, WELQRATE,LogisticRegression,AID488997,Enrichment factor 1%,11.162885793013338, WELQRATE,LogisticRegression,AID488997,Enrichment factor 5%,5.8981106480925, WELQRATE,LogisticRegression,AID488997,F1 score,0.0, WELQRATE,LogisticRegression,AID488997,MCC,0.0, WELQRATE,LogisticRegression,AID488997,RIE,5.175038344781188, WELQRATE,LogisticRegression,AID488997,accuracy,0.9991128668953806, WELQRATE,LogisticRegression,AID488997,precision,0.0, WELQRATE,LogisticRegression,AID488997,recall,0.0, WELQRATE,RandomForest,AID488997,AUPRC,0.07325484438451493, WELQRATE,RandomForest,AID488997,AUROC,0.7220953685810289, WELQRATE,RandomForest,AID488997,BEDROC,0.4656303596248959, WELQRATE,RandomForest,AID488997,Enrichment factor 1%,28.718745878337813, WELQRATE,RandomForest,AID488997,Enrichment factor 5%,10.526888407323979, WELQRATE,RandomForest,AID488997,F1 score,0.05306935425183189, WELQRATE,RandomForest,AID488997,MCC,0.12967142080374158, WELQRATE,RandomForest,AID488997,RIE,9.230013843672541, WELQRATE,RandomForest,AID488997,accuracy,0.9991163322590706, WELQRATE,RandomForest,AID488997,precision,0.65, WELQRATE,RandomForest,AID488997,recall,0.028015248850094588, WELQRATE,SimilaritySearch_Max,AID488997,AUPRC,0.03398905139082422, WELQRATE,SimilaritySearch_Max,AID488997,AUROC,0.6933064329751758, WELQRATE,SimilaritySearch_Max,AID488997,BEDROC,0.3285471844759712, WELQRATE,SimilaritySearch_Max,AID488997,Enrichment factor 1%,25.74279836727403, WELQRATE,SimilaritySearch_Max,AID488997,Enrichment factor 5%,7.2148175957613345, WELQRATE,SimilaritySearch_Max,AID488997,RIE,6.51304611442607, WELQRATE,SimilaritySearch_Mean,AID488997,AUPRC,0.001965561830043478, WELQRATE,SimilaritySearch_Mean,AID488997,AUROC,0.5303301325962121, WELQRATE,SimilaritySearch_Mean,AID488997,BEDROC,0.11575526061430788, WELQRATE,SimilaritySearch_Mean,AID488997,Enrichment factor 1%,6.202148683963817, WELQRATE,SimilaritySearch_Mean,AID488997,Enrichment factor 5%,2.3839617272285145, WELQRATE,SimilaritySearch_Mean,AID488997,RIE,2.2946047860885903,