benchmark,model,target,metric,score,seed MUV,RandomForest,MUV-466,AUROC,0.7373300927176163, MUV,RandomForest,MUV-466,BEDROC,0.3066352071663932, MUV,RandomForest,MUV-466,Enrichment factor 1%,16.267543859649123, MUV,RandomForest,MUV-466,Enrichment factor 5%,3.3234767025089607, MUV,RandomForest,MUV-466,RIE,6.034557562572253, MUV,RandomForest,MUV-466,AUPRC,0.059388164388179246, 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,0.5833558376091457, MUV,LogisticRegression,MUV-466,BEDROC,0.2516001523037745, MUV,LogisticRegression,MUV-466,Enrichment factor 1%,16.267543859649123, MUV,LogisticRegression,MUV-466,Enrichment factor 5%,6.646953405017921, MUV,LogisticRegression,MUV-466,RIE,4.951471874888117, MUV,LogisticRegression,MUV-466,AUPRC,0.17061177675205524, 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,0.5884418039427491, MUV,LightGBM_Ranker,MUV-466,BEDROC,0.27314361084669053, 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,5.375445498050571, MUV,LightGBM_Ranker,MUV-466,AUPRC,0.08837253972352131, MUV,LightGBM_Ranker,MUV-466,accuracy,0.5001348072256673, MUV,LightGBM_Ranker,MUV-466,F1 score,0.0032258064516129032, MUV,LightGBM_Ranker,MUV-466,recall,0.5, MUV,LightGBM_Ranker,MUV-466,precision,0.0016181229773462784, MUV,LightGBM_Ranker,MUV-466,MCC,1.0852803795965026e-05, MUV,RandomForest,MUV-548,AUROC,0.7181524949479247, MUV,RandomForest,MUV-548,BEDROC,0.3626842727398987, MUV,RandomForest,MUV-548,Enrichment factor 1%,14.22007722007722, MUV,RandomForest,MUV-548,Enrichment factor 5%,8.532046332046331, MUV,RandomForest,MUV-548,RIE,7.117550566762389, MUV,RandomForest,MUV-548,AUPRC,0.043081910341044256, 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,0.8001321311985077, MUV,LogisticRegression,MUV-548,BEDROC,0.4257192237531691, MUV,LogisticRegression,MUV-548,Enrichment factor 1%,14.22007722007722, MUV,LogisticRegression,MUV-548,Enrichment factor 5%,8.532046332046331, MUV,LogisticRegression,MUV-548,RIE,8.354589176880406, MUV,LogisticRegression,MUV-548,AUPRC,0.05835930381647669, 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,0.8100419710865847, MUV,LightGBM_Ranker,MUV-548,BEDROC,0.4624864363274282, MUV,LightGBM_Ranker,MUV-548,Enrichment factor 1%,28.44015444015444, MUV,LightGBM_Ranker,MUV-548,Enrichment factor 5%,11.376061776061777, MUV,LightGBM_Ranker,MUV-548,RIE,9.076132714388669, MUV,LightGBM_Ranker,MUV-548,AUPRC,0.043940080817309594, 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,0.7609845244575784, MUV,RandomForest,MUV-600,BEDROC,0.32398384844950784, MUV,RandomForest,MUV-600,Enrichment factor 1%,14.212355212355211, MUV,RandomForest,MUV-600,Enrichment factor 5%,5.684942084942085, MUV,RandomForest,MUV-600,RIE,6.358003192051307, MUV,RandomForest,MUV-600,AUPRC,0.02578152109392894, 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,0.7374990279181896, MUV,LogisticRegression,MUV-600,BEDROC,0.2933251055088894, MUV,LogisticRegression,MUV-600,Enrichment factor 1%,28.424710424710423, MUV,LogisticRegression,MUV-600,Enrichment factor 5%,5.684942084942085, MUV,LogisticRegression,MUV-600,RIE,5.75634238357146, MUV,LogisticRegression,MUV-600,AUPRC,0.0881823910329537, 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,0.7654949840578583, MUV,LightGBM_Ranker,MUV-600,BEDROC,0.24566004642464354, 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,4.8209420626772665, MUV,LightGBM_Ranker,MUV-600,AUPRC,0.07813487415839283, MUV,LightGBM_Ranker,MUV-600,accuracy,0.5020374898125509, MUV,LightGBM_Ranker,MUV-600,F1 score,0.007579859231185706, MUV,LightGBM_Ranker,MUV-600,recall,1.0, MUV,LightGBM_Ranker,MUV-600,precision,0.0038043478260869567, MUV,LightGBM_Ranker,MUV-600,MCC,0.043661376831752974, MUV,RandomForest,MUV-644,AUROC,0.7910596804511278, MUV,RandomForest,MUV-644,BEDROC,0.457032268028931, MUV,RandomForest,MUV-644,Enrichment factor 1%,28.223938223938227, MUV,RandomForest,MUV-644,Enrichment factor 5%,8.559718969555036, MUV,RandomForest,MUV-644,RIE,8.967799072961414, MUV,RandomForest,MUV-644,AUPRC,0.04394422922029287, 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,0.8295739348370929, MUV,LogisticRegression,MUV-644,BEDROC,0.40942387540666303, MUV,LogisticRegression,MUV-644,Enrichment factor 1%,14.111969111969113, MUV,LogisticRegression,MUV-644,Enrichment factor 5%,11.41295862607338, MUV,LogisticRegression,MUV-644,RIE,8.03363637354454, MUV,LogisticRegression,MUV-644,AUPRC,0.020765039378201754, 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,0.8052161654135338, MUV,LightGBM_Ranker,MUV-644,BEDROC,0.36598822616679916, 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,7.181350440121596, MUV,LightGBM_Ranker,MUV-644,AUPRC,0.021299122479588335, 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,0.70085683547222, MUV,RandomForest,MUV-652,BEDROC,0.38329098843502285, MUV,RandomForest,MUV-652,Enrichment factor 1%,28.007518796992482, MUV,RandomForest,MUV-652,Enrichment factor 5%,5.691367456073338, MUV,RandomForest,MUV-652,RIE,7.5235520304572505, MUV,RandomForest,MUV-652,AUPRC,0.11167088797349164, 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,0.7782217782217782, MUV,LogisticRegression,MUV-652,BEDROC,0.2629713216156962, MUV,LogisticRegression,MUV-652,Enrichment factor 1%,14.003759398496241, MUV,LogisticRegression,MUV-652,Enrichment factor 5%,8.537051184110007, MUV,LogisticRegression,MUV-652,RIE,5.1618182671767405, MUV,LogisticRegression,MUV-652,AUPRC,0.011634311055470178, 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,0.7360331975716592, MUV,LightGBM_Ranker,MUV-652,BEDROC,0.4062665213149148, MUV,LightGBM_Ranker,MUV-652,Enrichment factor 1%,14.003759398496241, MUV,LightGBM_Ranker,MUV-652,Enrichment factor 5%,11.382734912146676, MUV,LightGBM_Ranker,MUV-652,RIE,7.974534759766856, MUV,LightGBM_Ranker,MUV-652,AUPRC,0.023181712283521682, MUV,LightGBM_Ranker,MUV-652,accuracy,0.5009395973154362, MUV,LightGBM_Ranker,MUV-652,F1 score,0.005350454788657036, MUV,LightGBM_Ranker,MUV-652,recall,0.7142857142857143, MUV,LightGBM_Ranker,MUV-652,precision,0.0026852846401718583, MUV,LightGBM_Ranker,MUV-652,MCC,0.018607563672540114, MUV,RandomForest,MUV-689,AUROC,0.5992706168385554, MUV,RandomForest,MUV-689,BEDROC,0.21222973778786186, MUV,RandomForest,MUV-689,Enrichment factor 1%,14.092664092664092, MUV,RandomForest,MUV-689,Enrichment factor 5%,2.849336455893833, MUV,RandomForest,MUV-689,RIE,4.164222477763626, MUV,RandomForest,MUV-689,AUPRC,0.07425606357113206, 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,0.7172267754205717, MUV,LogisticRegression,MUV-689,BEDROC,0.3030126237045408, MUV,LogisticRegression,MUV-689,Enrichment factor 1%,14.092664092664092, MUV,LogisticRegression,MUV-689,Enrichment factor 5%,5.698672911787666, MUV,LogisticRegression,MUV-689,RIE,5.945500324383382, MUV,LogisticRegression,MUV-689,AUPRC,0.1510885981708382, 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,0.5678208697698129, MUV,LightGBM_Ranker,MUV-689,BEDROC,0.24811929250137754, 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,4.868422042369975, MUV,LightGBM_Ranker,MUV-689,AUPRC,0.011681639093171338, MUV,LightGBM_Ranker,MUV-689,accuracy,0.5002739726027398, MUV,LightGBM_Ranker,MUV-689,F1 score,0.004366812227074236, MUV,LightGBM_Ranker,MUV-689,recall,0.5714285714285714, MUV,LightGBM_Ranker,MUV-689,precision,0.002191780821917808, MUV,LightGBM_Ranker,MUV-689,MCC,0.006262120125386137, MUV,RandomForest,MUV-692,AUROC,0.4943099605021313, MUV,RandomForest,MUV-692,BEDROC,0.15128019018906186, MUV,RandomForest,MUV-692,Enrichment factor 1%,14.13127413127413, MUV,RandomForest,MUV-692,Enrichment factor 5%,2.857142857142857, MUV,RandomForest,MUV-692,RIE,2.968467931336891, MUV,RandomForest,MUV-692,AUPRC,0.03732336025745193, 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,0.5637636384967346, MUV,LogisticRegression,MUV-692,BEDROC,0.14953370555272558, MUV,LogisticRegression,MUV-692,Enrichment factor 1%,14.13127413127413, MUV,LogisticRegression,MUV-692,Enrichment factor 5%,2.857142857142857, MUV,LogisticRegression,MUV-692,RIE,2.9341978556867514, MUV,LogisticRegression,MUV-692,AUPRC,0.049909360880746774, 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,0.5887528841265496, MUV,LightGBM_Ranker,MUV-692,BEDROC,0.06073368662095261, MUV,LightGBM_Ranker,MUV-692,Enrichment factor 1%,0.0, MUV,LightGBM_Ranker,MUV-692,Enrichment factor 5%,2.857142857142857, MUV,LightGBM_Ranker,MUV-692,RIE,1.191735710179655, MUV,LightGBM_Ranker,MUV-692,AUPRC,0.0031087937053362953, MUV,LightGBM_Ranker,MUV-692,accuracy,0.5008196721311475, MUV,LightGBM_Ranker,MUV-692,F1 score,0.005443658138268917, MUV,LightGBM_Ranker,MUV-692,recall,0.7142857142857143, MUV,LightGBM_Ranker,MUV-692,precision,0.00273224043715847, MUV,LightGBM_Ranker,MUV-692,MCC,0.01876062914866484, MUV,RandomForest,MUV-712,AUROC,0.9195112259090006, MUV,RandomForest,MUV-712,BEDROC,0.5913033173339686, MUV,RandomForest,MUV-712,Enrichment factor 1%,41.722007722007724, MUV,RandomForest,MUV-712,Enrichment factor 5%,14.214680347277033, MUV,RandomForest,MUV-712,RIE,11.599191609449864, MUV,RandomForest,MUV-712,AUPRC,0.19306371895323216, 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,0.8780449036360024, MUV,LogisticRegression,MUV-712,BEDROC,0.4585198206548359, MUV,LogisticRegression,MUV-712,Enrichment factor 1%,27.814671814671815, MUV,LogisticRegression,MUV-712,Enrichment factor 5%,8.52880820836622, MUV,LogisticRegression,MUV-712,RIE,8.99446883888133, MUV,LogisticRegression,MUV-712,AUPRC,0.1914729255999022, MUV,LogisticRegression,MUV-712,accuracy,0.9983342587451416, MUV,LogisticRegression,MUV-712,F1 score,0.25, MUV,LogisticRegression,MUV-712,recall,0.14285714285714285, MUV,LogisticRegression,MUV-712,precision,1.0, MUV,LogisticRegression,MUV-712,MCC,0.37764945880836015, 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,0.9107093184979138, MUV,LightGBM_Ranker,MUV-712,BEDROC,0.5363797705021307, MUV,LightGBM_Ranker,MUV-712,Enrichment factor 1%,41.722007722007724, MUV,LightGBM_Ranker,MUV-712,Enrichment factor 5%,11.371744277821625, MUV,LightGBM_Ranker,MUV-712,RIE,10.521794066448138, MUV,LightGBM_Ranker,MUV-712,AUPRC,0.23764183115539525, 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,0.5908055737831474, MUV,RandomForest,MUV-713,BEDROC,0.18908002926965783, MUV,RandomForest,MUV-713,Enrichment factor 1%,13.93984962406015, MUV,RandomForest,MUV-713,Enrichment factor 5%,2.847926267281106, MUV,RandomForest,MUV-713,RIE,3.711101235496599, MUV,RandomForest,MUV-713,AUPRC,0.07352810473147, 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,0.6515613540741885, MUV,LogisticRegression,MUV-713,BEDROC,0.10360363129210812, MUV,LogisticRegression,MUV-713,Enrichment factor 1%,0.0, MUV,LogisticRegression,MUV-713,Enrichment factor 5%,0.0, MUV,LogisticRegression,MUV-713,RIE,2.0334435591434477, MUV,LogisticRegression,MUV-713,AUPRC,0.00482552603865772, 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,0.6866869957926429, MUV,LightGBM_Ranker,MUV-713,BEDROC,0.14515082600431306, 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,2.8488963834210552, MUV,LightGBM_Ranker,MUV-713,AUPRC,0.02328134950189085, 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,0.5168090168090168, MUV,RandomForest,MUV-733,BEDROC,0.07157570410678686, MUV,RandomForest,MUV-733,Enrichment factor 1%,0.0, MUV,RandomForest,MUV-733,Enrichment factor 5%,0.0, MUV,RandomForest,MUV-733,RIE,1.4045539456360876, MUV,RandomForest,MUV-733,AUPRC,0.0020508857757321887, 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,0.7238407238407238, MUV,LogisticRegression,MUV-733,BEDROC,0.26638702912224815, MUV,LogisticRegression,MUV-733,Enrichment factor 1%,14.16988416988417, MUV,LogisticRegression,MUV-733,Enrichment factor 5%,5.698757763975155, MUV,LogisticRegression,MUV-733,RIE,5.227401522671001, MUV,LogisticRegression,MUV-733,AUPRC,0.029015651317541302, 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,0.5533715533715533, MUV,LightGBM_Ranker,MUV-733,BEDROC,0.2941146685018505, MUV,LightGBM_Ranker,MUV-733,Enrichment factor 1%,28.33976833976834, MUV,LightGBM_Ranker,MUV-733,Enrichment factor 5%,5.698757763975155, MUV,LightGBM_Ranker,MUV-733,RIE,5.771510234065464, MUV,LightGBM_Ranker,MUV-733,AUPRC,0.017560051957551406, MUV,LightGBM_Ranker,MUV-733,accuracy,0.5002724795640326, MUV,LightGBM_Ranker,MUV-733,F1 score,0.004343105320304018, MUV,LightGBM_Ranker,MUV-733,recall,0.5714285714285714, MUV,LightGBM_Ranker,MUV-733,precision,0.0021798365122615805, MUV,LightGBM_Ranker,MUV-733,MCC,0.00624500112089974, MUV,RandomForest,MUV-737,AUROC,0.646209315922822, MUV,RandomForest,MUV-737,BEDROC,0.1808420510896767, MUV,RandomForest,MUV-737,Enrichment factor 1%,14.177606177606178, MUV,RandomForest,MUV-737,Enrichment factor 5%,2.8509316770186333, MUV,RandomForest,MUV-737,RIE,3.548760532060379, MUV,RandomForest,MUV-737,AUPRC,0.010070897454798384, 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,0.7933346326252193, MUV,LogisticRegression,MUV-737,BEDROC,0.18739431865371267, MUV,LogisticRegression,MUV-737,Enrichment factor 1%,0.0, MUV,LogisticRegression,MUV-737,Enrichment factor 5%,2.8509316770186333, MUV,LogisticRegression,MUV-737,RIE,3.6773391901286843, MUV,LogisticRegression,MUV-737,AUPRC,0.00909655561573665, 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,0.7984018709803157, MUV,LightGBM_Ranker,MUV-737,BEDROC,0.3115911551339492, 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,6.1145202751332715, MUV,LightGBM_Ranker,MUV-737,AUPRC,0.017226482515061415, MUV,LightGBM_Ranker,MUV-737,accuracy,0.5013616557734205, MUV,LightGBM_Ranker,MUV-737,F1 score,0.0065111231687466084, MUV,LightGBM_Ranker,MUV-737,recall,0.8571428571428571, MUV,LightGBM_Ranker,MUV-737,precision,0.0032679738562091504, MUV,LightGBM_Ranker,MUV-737,MCC,0.03121648465861634, MUV,RandomForest,MUV-810,AUROC,0.864318955066286, MUV,RandomForest,MUV-810,BEDROC,0.5133865602605954, MUV,RandomForest,MUV-810,Enrichment factor 1%,28.26254826254826, MUV,RandomForest,MUV-810,Enrichment factor 5%,11.428571428571429, MUV,RandomForest,MUV-810,RIE,10.073834012186591, MUV,RandomForest,MUV-810,AUPRC,0.10686027053847433, 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,0.8746627038441985, MUV,LogisticRegression,MUV-810,BEDROC,0.47489546088057033, MUV,LogisticRegression,MUV-810,Enrichment factor 1%,42.3938223938224, MUV,LogisticRegression,MUV-810,Enrichment factor 5%,8.571428571428571, MUV,LogisticRegression,MUV-810,RIE,9.318549447887387, MUV,LogisticRegression,MUV-810,AUPRC,0.2733312790408668, 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,0.788745062766415, MUV,LightGBM_Ranker,MUV-810,BEDROC,0.2416069084760584, MUV,LightGBM_Ranker,MUV-810,Enrichment factor 1%,14.13127413127413, MUV,LightGBM_Ranker,MUV-810,Enrichment factor 5%,5.714285714285714, MUV,LightGBM_Ranker,MUV-810,RIE,4.740887455975754, MUV,LightGBM_Ranker,MUV-810,AUPRC,0.07807596509399516, 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,0.963768398859954, MUV,RandomForest,MUV-832,BEDROC,0.7840148569692688, MUV,RandomForest,MUV-832,Enrichment factor 1%,70.77220077220078, MUV,RandomForest,MUV-832,Enrichment factor 5%,17.077639751552795, MUV,RandomForest,MUV-832,RIE,15.384666813694135, MUV,RandomForest,MUV-832,AUPRC,0.4158166154955996, 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,0.994104556280014, MUV,LogisticRegression,MUV-832,BEDROC,0.8984561116839263, MUV,LogisticRegression,MUV-832,Enrichment factor 1%,56.61776061776062, MUV,LogisticRegression,MUV-832,Enrichment factor 5%,19.923913043478258, MUV,LogisticRegression,MUV-832,RIE,17.630339268835204, MUV,LogisticRegression,MUV-832,AUPRC,0.35156662067231165, MUV,LogisticRegression,MUV-832,accuracy,0.9978177850518276, MUV,LogisticRegression,MUV-832,F1 score,0.0, MUV,LogisticRegression,MUV-832,recall,0.0, MUV,LogisticRegression,MUV-832,precision,0.0, MUV,LogisticRegression,MUV-832,MCC,-0.0007224883120930894, 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,0.9975012688868933, MUV,LightGBM_Ranker,MUV-832,BEDROC,0.9545591948045749, MUV,LightGBM_Ranker,MUV-832,Enrichment factor 1%,84.92664092664093, MUV,LightGBM_Ranker,MUV-832,Enrichment factor 5%,19.923913043478258, MUV,LightGBM_Ranker,MUV-832,RIE,18.731246006765208, MUV,LightGBM_Ranker,MUV-832,AUPRC,0.5210575139146567, 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,0.8813546126897627, MUV,RandomForest,MUV-846,BEDROC,0.7097111290839775, MUV,RandomForest,MUV-846,Enrichment factor 1%,70.98455598455598, MUV,RandomForest,MUV-846,Enrichment factor 5%,14.274068322981366, MUV,RandomForest,MUV-846,RIE,13.92740062626306, MUV,RandomForest,MUV-846,AUPRC,0.500391223128811, 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,0.9701829505644219, MUV,LogisticRegression,MUV-846,BEDROC,0.6660742369563096, MUV,LogisticRegression,MUV-846,Enrichment factor 1%,42.59073359073359, MUV,LogisticRegression,MUV-846,Enrichment factor 5%,14.274068322981366, MUV,LogisticRegression,MUV-846,RIE,13.071068448271228, MUV,LogisticRegression,MUV-846,AUPRC,0.4491114974637468, MUV,LogisticRegression,MUV-846,accuracy,0.9986401958118031, MUV,LogisticRegression,MUV-846,F1 score,0.4444444444444444, MUV,LogisticRegression,MUV-846,recall,0.2857142857142857, MUV,LogisticRegression,MUV-846,precision,1.0, MUV,LogisticRegression,MUV-846,MCC,0.534158739322822, 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,0.9485792137018295, MUV,LightGBM_Ranker,MUV-846,BEDROC,0.7074897834385008, MUV,LightGBM_Ranker,MUV-846,Enrichment factor 1%,56.78764478764479, MUV,LightGBM_Ranker,MUV-846,Enrichment factor 5%,14.274068322981366, MUV,LightGBM_Ranker,MUV-846,RIE,13.883808847336677, MUV,LightGBM_Ranker,MUV-846,AUPRC,0.48297640154202576, MUV,LightGBM_Ranker,MUV-846,accuracy,0.5020397062822953, MUV,LightGBM_Ranker,MUV-846,F1 score,0.007588075880758808, MUV,LightGBM_Ranker,MUV-846,recall,1.0, MUV,LightGBM_Ranker,MUV-846,precision,0.003808487486398259, MUV,LightGBM_Ranker,MUV-846,MCC,0.04368517692809313, MUV,RandomForest,MUV-852,AUROC,0.7108461989446941, MUV,RandomForest,MUV-852,BEDROC,0.41684169858135395, MUV,RandomForest,MUV-852,Enrichment factor 1%,28.277992277992276, MUV,RandomForest,MUV-852,Enrichment factor 5%,8.529503105590063, MUV,RandomForest,MUV-852,RIE,8.179484998761351, MUV,RandomForest,MUV-852,AUPRC,0.1639852866483446, 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,0.7714285714285715, MUV,LogisticRegression,MUV-852,BEDROC,0.35530026835304873, MUV,LogisticRegression,MUV-852,Enrichment factor 1%,28.277992277992276, MUV,LogisticRegression,MUV-852,Enrichment factor 5%,5.686335403726708, MUV,LogisticRegression,MUV-852,RIE,6.971886995774007, MUV,LogisticRegression,MUV-852,AUPRC,0.21955389847742923, 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,0.8377174125464139, MUV,LightGBM_Ranker,MUV-852,BEDROC,0.4410239223330454, MUV,LightGBM_Ranker,MUV-852,Enrichment factor 1%,42.41698841698842, MUV,LightGBM_Ranker,MUV-852,Enrichment factor 5%,8.529503105590063, MUV,LightGBM_Ranker,MUV-852,RIE,8.654001190569069, MUV,LightGBM_Ranker,MUV-852,AUPRC,0.3019867630580704, 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,0.7574025269358964, MUV,RandomForest,MUV-858,BEDROC,0.46133758015243703, MUV,RandomForest,MUV-858,Enrichment factor 1%,42.77606177606178, MUV,RandomForest,MUV-858,Enrichment factor 5%,8.555212355212356, MUV,RandomForest,MUV-858,RIE,9.05404983062957, MUV,RandomForest,MUV-858,AUPRC,0.09080630248628105, 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,0.7805984032245562, MUV,LogisticRegression,MUV-858,BEDROC,0.39703107803255216, MUV,LogisticRegression,MUV-858,Enrichment factor 1%,14.258687258687258, MUV,LogisticRegression,MUV-858,Enrichment factor 5%,11.406949806949807, MUV,LogisticRegression,MUV-858,RIE,7.791992940027379, MUV,LogisticRegression,MUV-858,AUPRC,0.0211625832796405, 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,0.7838539648089295, MUV,LightGBM_Ranker,MUV-858,BEDROC,0.1838537952468197, MUV,LightGBM_Ranker,MUV-858,Enrichment factor 1%,0.0, MUV,LightGBM_Ranker,MUV-858,Enrichment factor 5%,5.703474903474904, MUV,LightGBM_Ranker,MUV-858,RIE,3.608250242313577, MUV,LightGBM_Ranker,MUV-858,AUPRC,0.007726779480249591, 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,0.5514266304347826, MUV,RandomForest,MUV-859,BEDROC,0.09325563420044583, MUV,RandomForest,MUV-859,Enrichment factor 1%,0.0, MUV,RandomForest,MUV-859,Enrichment factor 5%,0.0, MUV,RandomForest,MUV-859,RIE,1.8350795779122886, MUV,RandomForest,MUV-859,AUPRC,0.0019581553204078726, 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,0.5499094202898551, MUV,LogisticRegression,MUV-859,BEDROC,0.3209048384358406, MUV,LogisticRegression,MUV-859,Enrichment factor 1%,33.20720720720721, MUV,LogisticRegression,MUV-859,Enrichment factor 5%,6.641441441441441, MUV,LogisticRegression,MUV-859,RIE,6.314748818953502, MUV,LogisticRegression,MUV-859,AUPRC,0.09614655443839376, 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,0.6836503623188406, MUV,LightGBM_Ranker,MUV-859,BEDROC,0.14817130797579295, 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,2.915707359980448, MUV,LightGBM_Ranker,MUV-859,AUPRC,0.005373957593899687, 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,0.4958864135954031, LIT-PCBA,RandomForest,ADRB2,BEDROC,0.8482880695736219, LIT-PCBA,RandomForest,ADRB2,Enrichment factor 1%,99.99357326478149, LIT-PCBA,RandomForest,ADRB2,Enrichment factor 5%,19.9987146529563, LIT-PCBA,RandomForest,ADRB2,RIE,16.957041104977154, 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,0.6391034952629482, LIT-PCBA,LogisticRegression,ADRB2,BEDROC,0.020739470542931838, LIT-PCBA,LogisticRegression,ADRB2,Enrichment factor 1%,0.0, LIT-PCBA,LogisticRegression,ADRB2,Enrichment factor 5%,0.0, LIT-PCBA,LogisticRegression,ADRB2,RIE,0.41457625214553206, LIT-PCBA,LogisticRegression,ADRB2,AUPRC,0.00010039276980479169, 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,0.7260480004113586, LIT-PCBA,LightGBM_Ranker,ADRB2,BEDROC,0.020649491247609775, 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,0.4127775912184382, LIT-PCBA,LightGBM_Ranker,ADRB2,AUPRC,0.00012569926197603904, 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,0.7757782149699691, LIT-PCBA,RandomForest,ALDH1,BEDROC,0.3835391180086909, LIT-PCBA,RandomForest,ALDH1,Enrichment factor 1%,10.549582939419546, LIT-PCBA,RandomForest,ALDH1,Enrichment factor 5%,5.688756515264334, LIT-PCBA,RandomForest,ALDH1,RIE,4.832162251020357, LIT-PCBA,RandomForest,ALDH1,AUPRC,0.2263769771941048, LIT-PCBA,RandomForest,ALDH1,accuracy,0.9503378378378379, LIT-PCBA,RandomForest,ALDH1,F1 score,0.07933194154488518, LIT-PCBA,RandomForest,ALDH1,recall,0.04244229337304542, LIT-PCBA,RandomForest,ALDH1,precision,0.6063829787234043, LIT-PCBA,RandomForest,ALDH1,MCC,0.15120894899376575, LIT-PCBA,LogisticRegression,ALDH1,AUROC,0.7534238003081839, LIT-PCBA,LogisticRegression,ALDH1,BEDROC,0.32986737954115525, LIT-PCBA,LogisticRegression,ALDH1,Enrichment factor 1%,7.9493336233654315, LIT-PCBA,LogisticRegression,ALDH1,Enrichment factor 5%,4.646314221891288, LIT-PCBA,LogisticRegression,ALDH1,RIE,4.155958618660912, LIT-PCBA,LogisticRegression,ALDH1,AUPRC,0.18840849110851488, LIT-PCBA,LogisticRegression,ALDH1,accuracy,0.9497747747747748, LIT-PCBA,LogisticRegression,ALDH1,F1 score,0.07340720221606649, LIT-PCBA,LogisticRegression,ALDH1,recall,0.039463886820551006, LIT-PCBA,LogisticRegression,ALDH1,precision,0.5247524752475248, LIT-PCBA,LogisticRegression,ALDH1,MCC,0.13374250768000817, 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,0.5716391134822405, LIT-PCBA,LightGBM_Ranker,ALDH1,BEDROC,0.1308059445808502, LIT-PCBA,LightGBM_Ranker,ALDH1,Enrichment factor 1%,2.451663640851021, LIT-PCBA,LightGBM_Ranker,ALDH1,Enrichment factor 5%,1.6381236038719285, LIT-PCBA,LightGBM_Ranker,ALDH1,RIE,1.6480080803294461, LIT-PCBA,LightGBM_Ranker,ALDH1,AUPRC,0.07722886006041582, LIT-PCBA,LightGBM_Ranker,ALDH1,accuracy,0.5086711711711712, LIT-PCBA,LightGBM_Ranker,ALDH1,F1 score,0.10673582201596943, LIT-PCBA,LightGBM_Ranker,ALDH1,recall,0.5822784810126582, LIT-PCBA,LightGBM_Ranker,ALDH1,precision,0.05875281743050338, LIT-PCBA,LightGBM_Ranker,ALDH1,MCC,0.03808875132668205, LIT-PCBA,RandomForest,ESR1_ago,AUROC,0.5789280469897209, LIT-PCBA,RandomForest,ESR1_ago,BEDROC,0.260708175017122, LIT-PCBA,RandomForest,ESR1_ago,Enrichment factor 1%,0.0, LIT-PCBA,RandomForest,ESR1_ago,Enrichment factor 5%,6.601449275362319, LIT-PCBA,RandomForest,ESR1_ago,RIE,5.0461651047407186, LIT-PCBA,RandomForest,ESR1_ago,AUPRC,0.026004913491192303, 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,0.6101321585903083, LIT-PCBA,LogisticRegression,ESR1_ago,BEDROC,0.014326808974117963, LIT-PCBA,LogisticRegression,ESR1_ago,Enrichment factor 1%,0.0, LIT-PCBA,LogisticRegression,ESR1_ago,Enrichment factor 5%,0.0, LIT-PCBA,LogisticRegression,ESR1_ago,RIE,0.27730413133865023, LIT-PCBA,LogisticRegression,ESR1_ago,AUPRC,0.006303735742631598, 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,0.37701908957415564, LIT-PCBA,LightGBM_Ranker,ESR1_ago,BEDROC,3.981139851901586e-05, 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,0.0007706164076885856, LIT-PCBA,LightGBM_Ranker,ESR1_ago,AUPRC,0.0033991298505539136, 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,0.571536523929471, LIT-PCBA,RandomForest,ESR1_ant,BEDROC,0.09793951770717572, 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,1.4660306677223636, LIT-PCBA,RandomForest,ESR1_ant,AUPRC,0.049596055578391175, LIT-PCBA,RandomForest,ESR1_ant,accuracy,0.9682539682539683, LIT-PCBA,RandomForest,ESR1_ant,F1 score,0.0, LIT-PCBA,RandomForest,ESR1_ant,recall,0.0, LIT-PCBA,RandomForest,ESR1_ant,precision,0.0, LIT-PCBA,RandomForest,ESR1_ant,MCC,-0.006204161598790718, LIT-PCBA,LogisticRegression,ESR1_ant,AUROC,0.6052392947103274, LIT-PCBA,LogisticRegression,ESR1_ant,BEDROC,0.1250357252371556, 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,1.8716265968071442, LIT-PCBA,LogisticRegression,ESR1_ant,AUPRC,0.05585201402094517, LIT-PCBA,LogisticRegression,ESR1_ant,accuracy,0.9645909645909646, 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,-0.01243113962481403, 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,0.5455919395465995, LIT-PCBA,LightGBM_Ranker,ESR1_ant,BEDROC,0.11077318250310356, LIT-PCBA,LightGBM_Ranker,ESR1_ant,Enrichment factor 1%,3.64, LIT-PCBA,LightGBM_Ranker,ESR1_ant,Enrichment factor 5%,1.598048780487805, LIT-PCBA,LightGBM_Ranker,ESR1_ant,RIE,1.6581343852152175, LIT-PCBA,LightGBM_Ranker,ESR1_ant,AUPRC,0.0574539977818234, LIT-PCBA,LightGBM_Ranker,ESR1_ant,accuracy,0.4993894993894994, LIT-PCBA,LightGBM_Ranker,ESR1_ant,F1 score,0.055299539170506916, LIT-PCBA,LightGBM_Ranker,ESR1_ant,recall,0.48, LIT-PCBA,LightGBM_Ranker,ESR1_ant,precision,0.029339853300733496, LIT-PCBA,LightGBM_Ranker,ESR1_ant,MCC,-0.006881080979667708, LIT-PCBA,RandomForest,FEN1,AUROC,0.8440853888885449, LIT-PCBA,RandomForest,FEN1,BEDROC,0.6310910708820379, LIT-PCBA,RandomForest,FEN1,Enrichment factor 1%,36.23792281197562, LIT-PCBA,RandomForest,FEN1,Enrichment factor 5%,14.944711538461538, LIT-PCBA,RandomForest,FEN1,RIE,12.49077276424812, LIT-PCBA,RandomForest,FEN1,AUPRC,0.0512994813962834, 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,0.9093273570598839, LIT-PCBA,LogisticRegression,FEN1,BEDROC,0.5997707643960589, LIT-PCBA,LogisticRegression,FEN1,Enrichment factor 1%,45.02287379669699, LIT-PCBA,LogisticRegression,FEN1,Enrichment factor 5%,13.62606052036199, LIT-PCBA,LogisticRegression,FEN1,RIE,11.870870426901659, LIT-PCBA,LogisticRegression,FEN1,AUPRC,0.11588177604782246, LIT-PCBA,LogisticRegression,FEN1,accuracy,0.9989315011833911, LIT-PCBA,LogisticRegression,FEN1,F1 score,0.041237113402061855, LIT-PCBA,LogisticRegression,FEN1,recall,0.02197802197802198, LIT-PCBA,LogisticRegression,FEN1,precision,0.3333333333333333, LIT-PCBA,LogisticRegression,FEN1,MCC,0.08537121506464447, 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,0.7212448609276562, LIT-PCBA,LightGBM_Ranker,FEN1,BEDROC,0.19293266680093765, LIT-PCBA,LightGBM_Ranker,FEN1,Enrichment factor 1%,7.686832111631194, LIT-PCBA,LightGBM_Ranker,FEN1,Enrichment factor 5%,3.5164027149321266, LIT-PCBA,LightGBM_Ranker,FEN1,RIE,3.8185901041115535, LIT-PCBA,LightGBM_Ranker,FEN1,AUPRC,0.005646467687561631, LIT-PCBA,LightGBM_Ranker,FEN1,accuracy,0.5005629724947724, LIT-PCBA,LightGBM_Ranker,FEN1,F1 score,0.0032102728731942215, LIT-PCBA,LightGBM_Ranker,FEN1,recall,0.7692307692307693, LIT-PCBA,LightGBM_Ranker,FEN1,precision,0.0016084928422068522, LIT-PCBA,LightGBM_Ranker,FEN1,MCC,0.01741999728440039, LIT-PCBA,RandomForest,GBA,AUROC,0.6469419379161728, LIT-PCBA,RandomForest,GBA,BEDROC,0.5152171747874921, LIT-PCBA,RandomForest,GBA,Enrichment factor 1%,19.496002428903957, LIT-PCBA,RandomForest,GBA,Enrichment factor 5%,6.829268292682927, LIT-PCBA,RandomForest,GBA,RIE,10.246081620340568, LIT-PCBA,RandomForest,GBA,AUPRC,0.038752546498989904, LIT-PCBA,RandomForest,GBA,accuracy,0.9994324473975637, LIT-PCBA,RandomForest,GBA,F1 score,0.046511627906976744, LIT-PCBA,RandomForest,GBA,recall,0.024390243902439025, LIT-PCBA,RandomForest,GBA,precision,0.5, LIT-PCBA,RandomForest,GBA,MCC,0.11033901768925161, LIT-PCBA,LogisticRegression,GBA,AUROC,0.8263488549094828, LIT-PCBA,LogisticRegression,GBA,BEDROC,0.420251213770739, LIT-PCBA,LogisticRegression,GBA,Enrichment factor 1%,29.24400364335594, LIT-PCBA,LogisticRegression,GBA,Enrichment factor 5%,9.268292682926829, LIT-PCBA,LogisticRegression,GBA,RIE,8.357501364459193, LIT-PCBA,LogisticRegression,GBA,AUPRC,0.03455473882551448, LIT-PCBA,LogisticRegression,GBA,accuracy,0.9994324473975637, LIT-PCBA,LogisticRegression,GBA,F1 score,0.0, LIT-PCBA,LogisticRegression,GBA,recall,0.0, LIT-PCBA,LogisticRegression,GBA,precision,0.0, LIT-PCBA,LogisticRegression,GBA,MCC,0.0, 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,0.6332163238528742, LIT-PCBA,LightGBM_Ranker,GBA,BEDROC,0.14928066045138208, LIT-PCBA,LightGBM_Ranker,GBA,Enrichment factor 1%,7.311000910838985, LIT-PCBA,LightGBM_Ranker,GBA,Enrichment factor 5%,3.4146341463414633, LIT-PCBA,LightGBM_Ranker,GBA,RIE,2.9687322576640693, LIT-PCBA,LightGBM_Ranker,GBA,AUPRC,0.006014133887618565, LIT-PCBA,LightGBM_Ranker,GBA,accuracy,0.5002768549280178, LIT-PCBA,LightGBM_Ranker,GBA,F1 score,0.00165929203539823, LIT-PCBA,LightGBM_Ranker,GBA,recall,0.7317073170731707, LIT-PCBA,LightGBM_Ranker,GBA,precision,0.0008305877792851408, LIT-PCBA,LightGBM_Ranker,GBA,MCC,0.011043888837417264, LIT-PCBA,RandomForest,IDH1,AUROC,0.4933720943283984, LIT-PCBA,RandomForest,IDH1,BEDROC,0.7671373274891204, LIT-PCBA,RandomForest,IDH1,Enrichment factor 1%,0.0, LIT-PCBA,RandomForest,IDH1,Enrichment factor 5%,19.995960502693, LIT-PCBA,RandomForest,IDH1,RIE,15.327259645501368, LIT-PCBA,RandomForest,IDH1,AUPRC,0.00010100783371865952, 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,0.7758110438904665, LIT-PCBA,LogisticRegression,IDH1,BEDROC,0.3941192740916476, LIT-PCBA,LogisticRegression,IDH1,Enrichment factor 1%,22.197807673144, LIT-PCBA,LogisticRegression,IDH1,Enrichment factor 5%,8.887093556752443, LIT-PCBA,LogisticRegression,IDH1,RIE,7.874429054916984, LIT-PCBA,LogisticRegression,IDH1,AUPRC,0.0012316534170652765, LIT-PCBA,LogisticRegression,IDH1,accuracy,0.999887769073646, 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,-3.367116741330602e-05, 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,0.8431988047446052, LIT-PCBA,LightGBM_Ranker,IDH1,BEDROC,0.23746618047326226, LIT-PCBA,LightGBM_Ranker,IDH1,Enrichment factor 1%,11.098903836572, LIT-PCBA,LightGBM_Ranker,IDH1,Enrichment factor 5%,4.443546778376222, LIT-PCBA,LightGBM_Ranker,IDH1,RIE,4.744529690542972, LIT-PCBA,LightGBM_Ranker,IDH1,AUPRC,0.0006185682646549606, 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,0.6168409626908571, LIT-PCBA,RandomForest,KAT2A,BEDROC,0.4245666488397649, LIT-PCBA,RandomForest,KAT2A,Enrichment factor 1%,24.973466981132077, LIT-PCBA,RandomForest,KAT2A,Enrichment factor 5%,5.832644790683034, LIT-PCBA,RandomForest,KAT2A,RIE,8.44339904941036, LIT-PCBA,RandomForest,KAT2A,AUPRC,0.003878186080569004, LIT-PCBA,RandomForest,KAT2A,accuracy,0.9994215558965883, 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,-8.181097705070954e-05, LIT-PCBA,LogisticRegression,KAT2A,AUROC,0.6005700117329302, LIT-PCBA,LogisticRegression,KAT2A,BEDROC,0.2037207686076294, LIT-PCBA,LogisticRegression,KAT2A,Enrichment factor 1%,14.567855738993712, LIT-PCBA,LogisticRegression,KAT2A,Enrichment factor 5%,4.58279233553667, LIT-PCBA,LogisticRegression,KAT2A,RIE,4.05141514968999, LIT-PCBA,LogisticRegression,KAT2A,AUPRC,0.007462289196001387, LIT-PCBA,LogisticRegression,KAT2A,accuracy,0.9993861409514815, 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,-0.00016362485154384452, 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,0.48437229315789054, LIT-PCBA,LightGBM_Ranker,KAT2A,BEDROC,0.028327526631221456, LIT-PCBA,LightGBM_Ranker,KAT2A,Enrichment factor 1%,0.0, LIT-PCBA,LightGBM_Ranker,KAT2A,Enrichment factor 5%,0.4166174850487882, LIT-PCBA,LightGBM_Ranker,KAT2A,RIE,0.5633523700246446, LIT-PCBA,LightGBM_Ranker,KAT2A,AUPRC,0.0005528812065600822, LIT-PCBA,LightGBM_Ranker,KAT2A,accuracy,0.5, LIT-PCBA,LightGBM_Ranker,KAT2A,F1 score,0.001131995377685541, LIT-PCBA,LightGBM_Ranker,KAT2A,recall,0.5, LIT-PCBA,LightGBM_Ranker,KAT2A,precision,0.0005666391217093613, LIT-PCBA,LightGBM_Ranker,KAT2A,MCC,0.0, LIT-PCBA,RandomForest,MAPK1,AUROC,0.6455324675324675, LIT-PCBA,RandomForest,MAPK1,BEDROC,0.19414616942691604, LIT-PCBA,RandomForest,MAPK1,Enrichment factor 1%,6.462725586102209, LIT-PCBA,RandomForest,MAPK1,Enrichment factor 5%,4.930882676645388, LIT-PCBA,RandomForest,MAPK1,RIE,3.6942250388956097, LIT-PCBA,RandomForest,MAPK1,AUPRC,0.020436212018495492, 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,0.6881264637002342, LIT-PCBA,LogisticRegression,MAPK1,BEDROC,0.16585547325723057, LIT-PCBA,LogisticRegression,MAPK1,Enrichment factor 1%,7.755270703322652, LIT-PCBA,LogisticRegression,MAPK1,Enrichment factor 5%,2.854721549636804, LIT-PCBA,LogisticRegression,MAPK1,RIE,3.155907969650773, LIT-PCBA,LogisticRegression,MAPK1,AUPRC,0.021523395827696898, LIT-PCBA,LogisticRegression,MAPK1,accuracy,0.9947804527957199, LIT-PCBA,LogisticRegression,MAPK1,F1 score,0.024390243902439025, LIT-PCBA,LogisticRegression,MAPK1,recall,0.012987012987012988, LIT-PCBA,LogisticRegression,MAPK1,precision,0.2, LIT-PCBA,LogisticRegression,MAPK1,MCC,0.04981793440517483, 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,0.6221733021077284, LIT-PCBA,LightGBM_Ranker,MAPK1,BEDROC,0.12837676341804863, LIT-PCBA,LightGBM_Ranker,MAPK1,Enrichment factor 1%,6.462725586102209, LIT-PCBA,LightGBM_Ranker,MAPK1,Enrichment factor 5%,2.3356812678846577, LIT-PCBA,LightGBM_Ranker,MAPK1,RIE,2.442760823370054, LIT-PCBA,LightGBM_Ranker,MAPK1,AUPRC,0.03386694381722937, LIT-PCBA,LightGBM_Ranker,MAPK1,accuracy,0.5020551967116853, LIT-PCBA,LightGBM_Ranker,MAPK1,F1 score,0.013953488372093023, LIT-PCBA,LightGBM_Ranker,MAPK1,recall,0.7012987012987013, LIT-PCBA,LightGBM_Ranker,MAPK1,precision,0.007046848492757406, LIT-PCBA,LightGBM_Ranker,MAPK1,MCC,0.02861223515718445, LIT-PCBA,RandomForest,MTORC1,AUROC,0.55955810991144, LIT-PCBA,RandomForest,MTORC1,BEDROC,0.14578309180817373, LIT-PCBA,RandomForest,MTORC1,Enrichment factor 1%,4.150100401606426, LIT-PCBA,RandomForest,MTORC1,Enrichment factor 5%,1.664049919484702, LIT-PCBA,RandomForest,MTORC1,RIE,2.8326317593676427, LIT-PCBA,RandomForest,MTORC1,AUPRC,0.005618645586220967, LIT-PCBA,RandomForest,MTORC1,accuracy,0.9969759283899843, 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,-0.0005934925482958489, LIT-PCBA,LogisticRegression,MTORC1,AUROC,0.6005196328197663, LIT-PCBA,LogisticRegression,MTORC1,BEDROC,0.08943072691086454, LIT-PCBA,LogisticRegression,MTORC1,Enrichment factor 1%,0.0, LIT-PCBA,LogisticRegression,MTORC1,Enrichment factor 5%,0.832024959742351, LIT-PCBA,LogisticRegression,MTORC1,RIE,1.737679703186456, LIT-PCBA,LogisticRegression,MTORC1,AUPRC,0.004868688183544613, 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,0.580345950099074, LIT-PCBA,LightGBM_Ranker,MTORC1,BEDROC,0.10412600310211707, LIT-PCBA,LightGBM_Ranker,MTORC1,Enrichment factor 1%,4.150100401606426, LIT-PCBA,LightGBM_Ranker,MTORC1,Enrichment factor 5%,2.496074879227053, LIT-PCBA,LightGBM_Ranker,MTORC1,RIE,2.023215597040854, LIT-PCBA,LightGBM_Ranker,MTORC1,AUPRC,0.024924055557411454, LIT-PCBA,LightGBM_Ranker,MTORC1,accuracy,0.5005443328898028, LIT-PCBA,LightGBM_Ranker,MTORC1,F1 score,0.006735626653836902, LIT-PCBA,LightGBM_Ranker,MTORC1,recall,0.5833333333333334, LIT-PCBA,LightGBM_Ranker,MTORC1,precision,0.003387369949189451, LIT-PCBA,LightGBM_Ranker,MTORC1,MCC,0.00899967467107871, LIT-PCBA,RandomForest,OPRK1,AUROC,0.49609264734285163, LIT-PCBA,RandomForest,OPRK1,BEDROC,0.8553195171003088, LIT-PCBA,RandomForest,OPRK1,Enrichment factor 1%,99.87388724035607, LIT-PCBA,RandomForest,OPRK1,Enrichment factor 5%,19.998514557338087, LIT-PCBA,RandomForest,OPRK1,RIE,17.091151969871152, 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,0.525630549654083, LIT-PCBA,LogisticRegression,OPRK1,BEDROC,0.034569588451620566, LIT-PCBA,LogisticRegression,OPRK1,Enrichment factor 1%,0.0, LIT-PCBA,LogisticRegression,OPRK1,Enrichment factor 5%,0.0, LIT-PCBA,LogisticRegression,OPRK1,RIE,0.690775916852214, LIT-PCBA,LogisticRegression,OPRK1,AUPRC,0.0001320824656350222, 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,0.4971858641984479, LIT-PCBA,LightGBM_Ranker,OPRK1,BEDROC,0.10642983415127764, 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,2.1267005652735604, LIT-PCBA,LightGBM_Ranker,OPRK1,AUPRC,0.00018756935782603628, 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,0.6372102670956756, LIT-PCBA,RandomForest,PKM2,BEDROC,0.2005284628412594, LIT-PCBA,RandomForest,PKM2,Enrichment factor 1%,2.938437139561707, LIT-PCBA,RandomForest,PKM2,Enrichment factor 5%,4.8515922556072795, LIT-PCBA,RandomForest,PKM2,RIE,3.9226706857609734, LIT-PCBA,RandomForest,PKM2,AUPRC,0.0048459057414144266, 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,0.777978467273283, LIT-PCBA,LogisticRegression,PKM2,BEDROC,0.21935124689681884, LIT-PCBA,LogisticRegression,PKM2,Enrichment factor 1%,6.611483564013841, LIT-PCBA,LogisticRegression,PKM2,Enrichment factor 5%,5.292646097026123, LIT-PCBA,LogisticRegression,PKM2,RIE,4.290875684689981, LIT-PCBA,LogisticRegression,PKM2,AUPRC,0.009824002910816419, LIT-PCBA,LogisticRegression,PKM2,accuracy,0.9977429959275796, 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,-0.00027004015500186956, 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,0.6469950049126474, LIT-PCBA,LightGBM_Ranker,PKM2,BEDROC,0.1125450177349128, LIT-PCBA,LightGBM_Ranker,PKM2,Enrichment factor 1%,2.2038278546712804, LIT-PCBA,LightGBM_Ranker,PKM2,Enrichment factor 5%,2.4993051013734466, LIT-PCBA,LightGBM_Ranker,PKM2,RIE,2.2015679936443795, LIT-PCBA,LightGBM_Ranker,PKM2,AUPRC,0.003996158717761232, LIT-PCBA,LightGBM_Ranker,PKM2,accuracy,0.5008913530575864, LIT-PCBA,LightGBM_Ranker,PKM2,F1 score,0.006187514247565701, LIT-PCBA,LightGBM_Ranker,PKM2,recall,0.6985294117647058, LIT-PCBA,LightGBM_Ranker,PKM2,precision,0.003107520198881293, LIT-PCBA,LightGBM_Ranker,PKM2,MCC,0.018747888397153845, LIT-PCBA,RandomForest,PPARG,AUROC,0.7020905923344947, LIT-PCBA,RandomForest,PPARG,BEDROC,0.3164263466671704, LIT-PCBA,RandomForest,PPARG,Enrichment factor 1%,0.0, LIT-PCBA,RandomForest,PPARG,Enrichment factor 5%,9.852272727272728, LIT-PCBA,RandomForest,PPARG,RIE,5.91009217125529, LIT-PCBA,RandomForest,PPARG,AUPRC,0.03822745504587398, 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,0.6846689895470384, LIT-PCBA,LogisticRegression,PPARG,BEDROC,0.3259093543449075, LIT-PCBA,LogisticRegression,PPARG,Enrichment factor 1%,32.11111111111111, LIT-PCBA,LogisticRegression,PPARG,Enrichment factor 5%,6.5681818181818175, LIT-PCBA,LogisticRegression,PPARG,RIE,6.087212217064351, LIT-PCBA,LogisticRegression,PPARG,AUPRC,0.13312394108639655, 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,0.5669763840495549, LIT-PCBA,LightGBM_Ranker,PPARG,BEDROC,0.27090294959106015, LIT-PCBA,LightGBM_Ranker,PPARG,Enrichment factor 1%,16.055555555555554, LIT-PCBA,LightGBM_Ranker,PPARG,Enrichment factor 5%,6.5681818181818175, LIT-PCBA,LightGBM_Ranker,PPARG,RIE,5.059823306195291, LIT-PCBA,LightGBM_Ranker,PPARG,AUPRC,0.061664437428381305, 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,0.6033805031446541, LIT-PCBA,RandomForest,TP53,BEDROC,0.1326435412220274, LIT-PCBA,RandomForest,TP53,Enrichment factor 1%,5.631944444444445, LIT-PCBA,RandomForest,TP53,Enrichment factor 5%,2.472560975609756, LIT-PCBA,RandomForest,TP53,RIE,2.192042498375528, LIT-PCBA,RandomForest,TP53,AUPRC,0.04262430797827887, 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,0.7181603773584906, LIT-PCBA,LogisticRegression,TP53,BEDROC,0.18932124588107682, LIT-PCBA,LogisticRegression,TP53,Enrichment factor 1%,5.631944444444445, LIT-PCBA,LogisticRegression,TP53,Enrichment factor 5%,3.7088414634146343, LIT-PCBA,LogisticRegression,TP53,RIE,3.128687685272068, LIT-PCBA,LogisticRegression,TP53,AUPRC,0.10906803173546285, 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,0.5861242138364781, LIT-PCBA,LightGBM_Ranker,TP53,BEDROC,0.12566746690771388, LIT-PCBA,LightGBM_Ranker,TP53,Enrichment factor 1%,5.631944444444445, LIT-PCBA,LightGBM_Ranker,TP53,Enrichment factor 5%,2.472560975609756, LIT-PCBA,LightGBM_Ranker,TP53,RIE,2.0767571940527625, LIT-PCBA,LightGBM_Ranker,TP53,AUPRC,0.0600546556867056, LIT-PCBA,LightGBM_Ranker,TP53,accuracy,0.5104808877928483, LIT-PCBA,LightGBM_Ranker,TP53,F1 score,0.057007125890736345, LIT-PCBA,LightGBM_Ranker,TP53,recall,0.75, LIT-PCBA,LightGBM_Ranker,TP53,precision,0.02962962962962963, LIT-PCBA,LightGBM_Ranker,TP53,MCC,0.07110767075566204, LIT-PCBA,RandomForest,VDR,AUROC,0.697516064921697, LIT-PCBA,RandomForest,VDR,BEDROC,0.31658077543563495, LIT-PCBA,RandomForest,VDR,Enrichment factor 1%,16.352610329945705, LIT-PCBA,RandomForest,VDR,Enrichment factor 5%,6.060234586131, LIT-PCBA,RandomForest,VDR,RIE,6.174185351435143, LIT-PCBA,RandomForest,VDR,AUPRC,0.022561766630475693, LIT-PCBA,RandomForest,VDR,accuracy,0.9974255240897388, LIT-PCBA,RandomForest,VDR,F1 score,0.011764705882352941, LIT-PCBA,RandomForest,VDR,recall,0.006060606060606061, LIT-PCBA,RandomForest,VDR,precision,0.2, LIT-PCBA,RandomForest,VDR,MCC,0.03442023569172481, LIT-PCBA,LogisticRegression,VDR,AUROC,0.7805462096654427, LIT-PCBA,LogisticRegression,VDR,BEDROC,0.29568196665154367, LIT-PCBA,LogisticRegression,VDR,Enrichment factor 1%,15.141305861060838, LIT-PCBA,LogisticRegression,VDR,Enrichment factor 5%,6.6662580447441, LIT-PCBA,LogisticRegression,VDR,RIE,5.766601795560802, LIT-PCBA,LogisticRegression,VDR,AUPRC,0.01906779662167041, LIT-PCBA,LogisticRegression,VDR,accuracy,0.9973642270442564, 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,-0.0005214871245362753, 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,0.6756878365626119, LIT-PCBA,LightGBM_Ranker,VDR,BEDROC,0.18266443776911628, LIT-PCBA,LightGBM_Ranker,VDR,Enrichment factor 1%,7.2678268133092025, LIT-PCBA,LightGBM_Ranker,VDR,Enrichment factor 5%,4.2421642102917, LIT-PCBA,LightGBM_Ranker,VDR,RIE,3.562452900093808, LIT-PCBA,LightGBM_Ranker,VDR,AUPRC,0.00884982841816884, LIT-PCBA,LightGBM_Ranker,VDR,accuracy,0.5010880225573128, LIT-PCBA,LightGBM_Ranker,VDR,F1 score,0.007196657823315951, LIT-PCBA,LightGBM_Ranker,VDR,recall,0.7151515151515152, LIT-PCBA,LightGBM_Ranker,VDR,precision,0.003616525683462057, LIT-PCBA,LightGBM_Ranker,VDR,MCC,0.021664860889168528, WELQRATE,RandomForest,AID1798,AUROC,0.5858784445552618,1.0 WELQRATE,RandomForest,AID1798,BEDROC,0.21666074279416697,1.0 WELQRATE,RandomForest,AID1798,Enrichment factor 1%,4.327156094084105,1.0 WELQRATE,RandomForest,AID1798,Enrichment factor 5%,5.20966819221968,1.0 WELQRATE,RandomForest,AID1798,RIE,4.252159732030722,1.0 WELQRATE,RandomForest,AID1798,AUPRC,0.012150327945483794,1.0 WELQRATE,RandomForest,AID1798,accuracy,0.9980233898863449,1.0 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,-0.00039536962038516676,1.0 WELQRATE,LogisticRegression,AID1798,AUROC,0.7265271564234387,1.0 WELQRATE,LogisticRegression,AID1798,BEDROC,0.21292261768679333,1.0 WELQRATE,LogisticRegression,AID1798,Enrichment factor 1%,17.30862437633642,1.0 WELQRATE,LogisticRegression,AID1798,Enrichment factor 5%,3.4731121281464534,1.0 WELQRATE,LogisticRegression,AID1798,RIE,4.178795703583193,1.0 WELQRATE,LogisticRegression,AID1798,AUPRC,0.017881845936525465,1.0 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,0.6287755124005783,1.0 WELQRATE,LightGBM_Ranker,AID1798,BEDROC,0.12900946770864674,1.0 WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 1%,8.65431218816821,1.0 WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 5%,2.60483409610984,1.0 WELQRATE,LightGBM_Ranker,AID1798,RIE,2.531925535975619,1.0 WELQRATE,LightGBM_Ranker,AID1798,AUPRC,0.006164803347082253,1.0 WELQRATE,LightGBM_Ranker,AID1798,accuracy,0.5007412287926206,1.0 WELQRATE,LightGBM_Ranker,AID1798,F1 score,0.005251066622907778,1.0 WELQRATE,LightGBM_Ranker,AID1798,recall,0.6956521739130435,1.0 WELQRATE,LightGBM_Ranker,AID1798,precision,0.0026354801515401085,1.0 WELQRATE,LightGBM_Ranker,AID1798,MCC,0.017046891567800045,1.0 WELQRATE,RandomForest,AID1798,AUROC,0.6936826550654405,2.0 WELQRATE,RandomForest,AID1798,BEDROC,0.28078983853490225,2.0 WELQRATE,RandomForest,AID1798,Enrichment factor 1%,8.293715846994536,2.0 WELQRATE,RandomForest,AID1798,Enrichment factor 5%,7.766264619883041,2.0 WELQRATE,RandomForest,AID1798,RIE,5.452536112678421,2.0 WELQRATE,RandomForest,AID1798,AUPRC,0.04212339446724296,2.0 WELQRATE,RandomForest,AID1798,accuracy,0.9970350848295174,2.0 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,0.0,2.0 WELQRATE,LogisticRegression,AID1798,AUROC,0.7363795730308204,2.0 WELQRATE,LogisticRegression,AID1798,BEDROC,0.23676845151449563,2.0 WELQRATE,LogisticRegression,AID1798,Enrichment factor 1%,8.293715846994536,2.0 WELQRATE,LogisticRegression,AID1798,Enrichment factor 5%,5.547331871345029,2.0 WELQRATE,LogisticRegression,AID1798,RIE,4.5977038942413415,2.0 WELQRATE,LogisticRegression,AID1798,AUPRC,0.01737128867980182,2.0 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,0.6322071699983479,2.0 WELQRATE,LightGBM_Ranker,AID1798,BEDROC,0.09722104621383856,2.0 WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 1%,0.0,2.0 WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 5%,2.2189327485380117,2.0 WELQRATE,LightGBM_Ranker,AID1798,RIE,1.887893365213694,2.0 WELQRATE,LightGBM_Ranker,AID1798,AUPRC,0.0049741480624802634,2.0 WELQRATE,LightGBM_Ranker,AID1798,accuracy,0.5011530225662988,2.0 WELQRATE,LightGBM_Ranker,AID1798,F1 score,0.008187326019322089,2.0 WELQRATE,LightGBM_Ranker,AID1798,recall,0.6944444444444444,2.0 WELQRATE,LightGBM_Ranker,AID1798,precision,0.00411793773678142,2.0 WELQRATE,LightGBM_Ranker,AID1798,MCC,0.021206863963609195,2.0 WELQRATE,RandomForest,AID1798,AUROC,0.5393122806218454,3.0 WELQRATE,RandomForest,AID1798,BEDROC,0.10967150307283845,3.0 WELQRATE,RandomForest,AID1798,Enrichment factor 1%,3.4318824194460147,3.0 WELQRATE,RandomForest,AID1798,Enrichment factor 5%,2.0659029038112524,3.0 WELQRATE,RandomForest,AID1798,RIE,2.141866425024277,3.0 WELQRATE,RandomForest,AID1798,AUPRC,0.0035521478859873693,3.0 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,0.6860113243964165,3.0 WELQRATE,LogisticRegression,AID1798,BEDROC,0.23005879828903258,3.0 WELQRATE,LogisticRegression,AID1798,Enrichment factor 1%,6.863764838892029,3.0 WELQRATE,LogisticRegression,AID1798,Enrichment factor 5%,6.197708711433757,3.0 WELQRATE,LogisticRegression,AID1798,RIE,4.49301046258364,3.0 WELQRATE,LogisticRegression,AID1798,AUPRC,0.010716690308779128,3.0 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,0.5879889659727224,3.0 WELQRATE,LightGBM_Ranker,AID1798,BEDROC,0.07465872151794901,3.0 WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 1%,0.0,3.0 WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 5%,1.377268602540835,3.0 WELQRATE,LightGBM_Ranker,AID1798,RIE,1.4580725708363034,3.0 WELQRATE,LightGBM_Ranker,AID1798,AUPRC,0.0034201579717584793,3.0 WELQRATE,LightGBM_Ranker,AID1798,accuracy,0.5008235875473562,3.0 WELQRATE,LightGBM_Ranker,AID1798,F1 score,0.006230529595015576,3.0 WELQRATE,LightGBM_Ranker,AID1798,recall,0.6551724137931034,3.0 WELQRATE,LightGBM_Ranker,AID1798,precision,0.003130148270181219,3.0 WELQRATE,LightGBM_Ranker,AID1798,MCC,0.015193159641879594,3.0 WELQRATE,RandomForest,AID1798,AUROC,0.6250594260370022,4.0 WELQRATE,RandomForest,AID1798,BEDROC,0.14285439867946545,4.0 WELQRATE,RandomForest,AID1798,Enrichment factor 1%,6.863764838892029,4.0 WELQRATE,RandomForest,AID1798,Enrichment factor 5%,2.0659029038112524,4.0 WELQRATE,RandomForest,AID1798,RIE,2.7899229081803263,4.0 WELQRATE,RandomForest,AID1798,AUPRC,0.009411890061275293,4.0 WELQRATE,RandomForest,AID1798,accuracy,0.9974468786031955,4.0 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,-0.0006280276934977944,4.0 WELQRATE,LogisticRegression,AID1798,AUROC,0.7454288211297637,4.0 WELQRATE,LogisticRegression,AID1798,BEDROC,0.20528233223321563,4.0 WELQRATE,LogisticRegression,AID1798,Enrichment factor 1%,10.295647258338043,4.0 WELQRATE,LogisticRegression,AID1798,Enrichment factor 5%,4.131805807622505,4.0 WELQRATE,LogisticRegression,AID1798,RIE,4.009130163301943,4.0 WELQRATE,LogisticRegression,AID1798,AUPRC,0.01917564098563215,4.0 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,0.675358762458117,4.0 WELQRATE,LightGBM_Ranker,AID1798,BEDROC,0.13415355010105248,4.0 WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 1%,3.4318824194460147,4.0 WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 5%,2.75453720508167,4.0 WELQRATE,LightGBM_Ranker,AID1798,RIE,2.6199967692127095,4.0 WELQRATE,LightGBM_Ranker,AID1798,AUPRC,0.005672228380819172,4.0 WELQRATE,LightGBM_Ranker,AID1798,accuracy,0.5014000988305057,4.0 WELQRATE,LightGBM_Ranker,AID1798,F1 score,0.0075409836065573775,4.0 WELQRATE,LightGBM_Ranker,AID1798,recall,0.7931034482758621,4.0 WELQRATE,LightGBM_Ranker,AID1798,precision,0.0037885027178389064,4.0 WELQRATE,LightGBM_Ranker,AID1798,MCC,0.0286829663768117,4.0 WELQRATE,RandomForest,AID1798,AUROC,0.6535751364747648,5.0 WELQRATE,RandomForest,AID1798,BEDROC,0.1897488673355344,5.0 WELQRATE,RandomForest,AID1798,Enrichment factor 1%,8.06956136464333,5.0 WELQRATE,RandomForest,AID1798,Enrichment factor 5%,4.857663584637269,5.0 WELQRATE,RandomForest,AID1798,RIE,3.681647983700799,5.0 WELQRATE,RandomForest,AID1798,AUPRC,0.009767832908329775,5.0 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,0.7129910579724705,5.0 WELQRATE,LogisticRegression,AID1798,BEDROC,0.1948045402885218,5.0 WELQRATE,LogisticRegression,AID1798,Enrichment factor 1%,8.06956136464333,5.0 WELQRATE,LogisticRegression,AID1798,Enrichment factor 5%,3.7781827880512093,5.0 WELQRATE,LogisticRegression,AID1798,RIE,3.779741891612305,5.0 WELQRATE,LogisticRegression,AID1798,AUPRC,0.013162357903198346,5.0 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,0.637770856358217,5.0 WELQRATE,LightGBM_Ranker,AID1798,BEDROC,0.10662976989802363,5.0 WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 1%,2.6898537882144438,5.0 WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 5%,2.1589615931721196,5.0 WELQRATE,LightGBM_Ranker,AID1798,RIE,2.06890974577645,5.0 WELQRATE,LightGBM_Ranker,AID1798,AUPRC,0.005612683034326479,5.0 WELQRATE,LightGBM_Ranker,AID1798,accuracy,0.5012353813210344,5.0 WELQRATE,LightGBM_Ranker,AID1798,F1 score,0.008513425016371971,5.0 WELQRATE,LightGBM_Ranker,AID1798,recall,0.7027027027027027,5.0 WELQRATE,LightGBM_Ranker,AID1798,precision,0.004282655246252677,5.0 WELQRATE,LightGBM_Ranker,AID1798,MCC,0.02241341333123173,5.0 WELQRATE,RandomForest,AID1843,AUROC,0.7034682722840138,1.0 WELQRATE,RandomForest,AID1843,BEDROC,0.444775498430114,1.0 WELQRATE,RandomForest,AID1843,Enrichment factor 1%,15.987798960138647,1.0 WELQRATE,RandomForest,AID1843,Enrichment factor 5%,9.59933402705515,1.0 WELQRATE,RandomForest,AID1843,RIE,8.857049783248574,1.0 WELQRATE,RandomForest,AID1843,AUPRC,0.0028809786830167,1.0 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,0.862715552393677,1.0 WELQRATE,LogisticRegression,AID1843,BEDROC,0.431331992263639,1.0 WELQRATE,LogisticRegression,AID1843,Enrichment factor 1%,23.981698440207975,1.0 WELQRATE,LogisticRegression,AID1843,Enrichment factor 5%,10.399278529309747,1.0 WELQRATE,LogisticRegression,AID1843,RIE,8.589342134689792,1.0 WELQRATE,LogisticRegression,AID1843,AUPRC,0.011958010398296028,1.0 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,0.7040027068765076,1.0 WELQRATE,LightGBM_Ranker,AID1843,BEDROC,0.20025372889176277,1.0 WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 1%,11.990849220103987,1.0 WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 5%,3.9997225112729797,1.0 WELQRATE,LightGBM_Ranker,AID1843,RIE,3.987758458951999,1.0 WELQRATE,LightGBM_Ranker,AID1843,AUPRC,0.022070437288007807,1.0 WELQRATE,LightGBM_Ranker,AID1843,accuracy,0.5002428194810601,1.0 WELQRATE,LightGBM_Ranker,AID1843,F1 score,0.0013170664078746707,1.0 WELQRATE,LightGBM_Ranker,AID1843,recall,0.76,1.0 WELQRATE,LightGBM_Ranker,AID1843,precision,0.0006591043119297881,1.0 WELQRATE,LightGBM_Ranker,AID1843,MCC,0.01083114177876635,1.0 WELQRATE,RandomForest,AID1843,AUROC,0.7037466937233223,2.0 WELQRATE,RandomForest,AID1843,BEDROC,0.4463565071478769,2.0 WELQRATE,RandomForest,AID1843,Enrichment factor 1%,16.11673282272041,2.0 WELQRATE,RandomForest,AID1843,Enrichment factor 5%,9.676748011144305,2.0 WELQRATE,RandomForest,AID1843,RIE,8.879303119663987,2.0 WELQRATE,RandomForest,AID1843,AUPRC,0.006402486425132152,2.0 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,0.8556683227205933,2.0 WELQRATE,LogisticRegression,AID1843,BEDROC,0.33210559422687863,2.0 WELQRATE,LogisticRegression,AID1843,Enrichment factor 1%,22.563425951808576,2.0 WELQRATE,LogisticRegression,AID1843,Enrichment factor 5%,7.096281874839157,2.0 WELQRATE,LogisticRegression,AID1843,RIE,6.606526837604321,2.0 WELQRATE,LogisticRegression,AID1843,AUPRC,0.014871119573230179,2.0 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,0.6903077461339304,2.0 WELQRATE,LightGBM_Ranker,AID1843,BEDROC,0.1596426452360829,2.0 WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 1%,6.446693129088165,2.0 WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 5%,3.2255826703814354,2.0 WELQRATE,LightGBM_Ranker,AID1843,RIE,3.175747249248785,2.0 WELQRATE,LightGBM_Ranker,AID1843,AUPRC,0.012348290886338925,2.0 WELQRATE,LightGBM_Ranker,AID1843,accuracy,0.5003121964756487,2.0 WELQRATE,LightGBM_Ranker,AID1843,F1 score,0.001663316931180262,2.0 WELQRATE,LightGBM_Ranker,AID1843,recall,0.7741935483870968,2.0 WELQRATE,LightGBM_Ranker,AID1843,precision,0.000832552815069206,2.0 WELQRATE,LightGBM_Ranker,AID1843,MCC,0.012720086837580328,2.0 WELQRATE,RandomForest,AID1843,AUROC,0.7472718770488641,3.0 WELQRATE,RandomForest,AID1843,BEDROC,0.5364809736765418,3.0 WELQRATE,RandomForest,AID1843,Enrichment factor 1%,36.08357404197959,3.0 WELQRATE,RandomForest,AID1843,Enrichment factor 5%,11.11034030909161,3.0 WELQRATE,RandomForest,AID1843,RIE,10.662902533229495,3.0 WELQRATE,RandomForest,AID1843,AUPRC,0.024125486492850463,3.0 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,0.9407034594469513,3.0 WELQRATE,LogisticRegression,AID1843,BEDROC,0.5898693861189898,3.0 WELQRATE,LogisticRegression,AID1843,Enrichment factor 1%,38.859233583670324,3.0 WELQRATE,LogisticRegression,AID1843,Enrichment factor 5%,12.776891355455351,3.0 WELQRATE,LogisticRegression,AID1843,RIE,11.724031378418097,3.0 WELQRATE,LogisticRegression,AID1843,AUPRC,0.062397864847064936,3.0 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,0.751881821512592,3.0 WELQRATE,LightGBM_Ranker,AID1843,BEDROC,0.30937339658123003,3.0 WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 1%,16.653957250144426,3.0 WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 5%,6.666204185454966,3.0 WELQRATE,LightGBM_Ranker,AID1843,RIE,6.148994177619289,3.0 WELQRATE,LightGBM_Ranker,AID1843,AUPRC,0.015064373270925593,3.0 WELQRATE,LightGBM_Ranker,AID1843,accuracy,0.5004336062161787,3.0 WELQRATE,LightGBM_Ranker,AID1843,F1 score,0.0020787859889824342,3.0 WELQRATE,LightGBM_Ranker,AID1843,recall,0.8333333333333334,3.0 WELQRATE,LightGBM_Ranker,AID1843,precision,0.0010406910188365075,3.0 WELQRATE,LightGBM_Ranker,AID1843,MCC,0.016664640973390682,3.0 WELQRATE,RandomForest,AID1843,AUROC,0.6910740940016662,4.0 WELQRATE,RandomForest,AID1843,BEDROC,0.462143734601228,4.0 WELQRATE,RandomForest,AID1843,Enrichment factor 1%,22.48284228769497,4.0 WELQRATE,RandomForest,AID1843,Enrichment factor 5%,8.999375650364204,4.0 WELQRATE,RandomForest,AID1843,RIE,9.179046003919781,4.0 WELQRATE,RandomForest,AID1843,AUPRC,0.010148010526979992,4.0 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,0.8863904991668982,4.0 WELQRATE,LogisticRegression,AID1843,BEDROC,0.3733458940662725,4.0 WELQRATE,LogisticRegression,AID1843,Enrichment factor 1%,17.486655112651647,4.0 WELQRATE,LogisticRegression,AID1843,Enrichment factor 5%,7.999445022545959,4.0 WELQRATE,LogisticRegression,AID1843,RIE,7.415353458490452,4.0 WELQRATE,LogisticRegression,AID1843,AUPRC,0.015121819632315415,4.0 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,0.7425530668564286,4.0 WELQRATE,LightGBM_Ranker,AID1843,BEDROC,0.24090622511425647,4.0 WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 1%,12.490467937608319,4.0 WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 5%,5.999583766909469,4.0 WELQRATE,LightGBM_Ranker,AID1843,RIE,4.784851912027188,4.0 WELQRATE,LightGBM_Ranker,AID1843,AUPRC,0.010574104505276004,4.0 WELQRATE,LightGBM_Ranker,AID1843,accuracy,0.5004509504648259,4.0 WELQRATE,LightGBM_Ranker,AID1843,F1 score,0.0022862685326312873,4.0 WELQRATE,LightGBM_Ranker,AID1843,recall,0.825,4.0 WELQRATE,LightGBM_Ranker,AID1843,precision,0.001144720410711808,4.0 WELQRATE,LightGBM_Ranker,AID1843,MCC,0.01712662545976262,4.0 WELQRATE,RandomForest,AID1843,AUROC,0.7541479173019756,5.0 WELQRATE,RandomForest,AID1843,BEDROC,0.5314217838247272,5.0 WELQRATE,RandomForest,AID1843,Enrichment factor 1%,28.549641000247586,5.0 WELQRATE,RandomForest,AID1843,Enrichment factor 5%,11.427778603637085,5.0 WELQRATE,RandomForest,AID1843,RIE,10.564176257197033,5.0 WELQRATE,RandomForest,AID1843,AUPRC,0.013600672212363685,5.0 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,0.9023014922634853,5.0 WELQRATE,LogisticRegression,AID1843,BEDROC,0.503994786146758,5.0 WELQRATE,LogisticRegression,AID1843,Enrichment factor 1%,37.11453330032187,5.0 WELQRATE,LogisticRegression,AID1843,Enrichment factor 5%,10.285000743273377,5.0 WELQRATE,LogisticRegression,AID1843,RIE,10.018952773031682,5.0 WELQRATE,LogisticRegression,AID1843,AUPRC,0.07034319431964879,5.0 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,0.7581050559443854,5.0 WELQRATE,LightGBM_Ranker,AID1843,BEDROC,0.3740698770128266,5.0 WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 1%,22.83971280019807,5.0 WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 5%,7.9994450225459595,5.0 WELQRATE,LightGBM_Ranker,AID1843,RIE,7.436165095371665,5.0 WELQRATE,LightGBM_Ranker,AID1843,AUPRC,0.09565595642824899,5.0 WELQRATE,LightGBM_Ranker,AID1843,accuracy,0.5002948522270015,5.0 WELQRATE,LightGBM_Ranker,AID1843,F1 score,0.0018016145237847764,5.0 WELQRATE,LightGBM_Ranker,AID1843,recall,0.7428571428571429,5.0 WELQRATE,LightGBM_Ranker,AID1843,precision,0.0009019009296517275,5.0 WELQRATE,LightGBM_Ranker,AID1843,MCC,0.011970836623755154,5.0 WELQRATE,RandomForest,AID2258,AUROC,0.712520211200554,1.0 WELQRATE,RandomForest,AID2258,BEDROC,0.41113591047464904,1.0 WELQRATE,RandomForest,AID2258,Enrichment factor 1%,17.97357512953368,1.0 WELQRATE,RandomForest,AID2258,Enrichment factor 5%,10.399100657212037,1.0 WELQRATE,RandomForest,AID2258,RIE,8.15201415768323,1.0 WELQRATE,RandomForest,AID2258,AUPRC,0.016291243899434572,1.0 WELQRATE,RandomForest,AID2258,accuracy,0.9991351725330796,1.0 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,0.0,1.0 WELQRATE,LogisticRegression,AID2258,AUROC,0.7979662425344065,1.0 WELQRATE,LogisticRegression,AID2258,BEDROC,0.3520078527470092,1.0 WELQRATE,LogisticRegression,AID2258,Enrichment factor 1%,23.96476683937824,1.0 WELQRATE,LogisticRegression,AID2258,Enrichment factor 5%,7.599342787962643,1.0 WELQRATE,LogisticRegression,AID2258,RIE,6.9796214063497,1.0 WELQRATE,LogisticRegression,AID2258,AUPRC,0.02565123853178885,1.0 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,0.6708557084739895,1.0 WELQRATE,LightGBM_Ranker,AID2258,BEDROC,0.14635993570120243,1.0 WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 1%,7.98825561312608,1.0 WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 5%,3.199723279142165,1.0 WELQRATE,LightGBM_Ranker,AID2258,RIE,2.902028863365851,1.0 WELQRATE,LightGBM_Ranker,AID2258,AUPRC,0.0028078525649929504,1.0 WELQRATE,LightGBM_Ranker,AID2258,accuracy,0.5004929516561446,1.0 WELQRATE,LightGBM_Ranker,AID2258,F1 score,0.0026936492039921264,1.0 WELQRATE,LightGBM_Ranker,AID2258,recall,0.78,1.0 WELQRATE,LightGBM_Ranker,AID2258,precision,0.0013491541841076555,1.0 WELQRATE,LightGBM_Ranker,AID2258,MCC,0.01647608614958346,1.0 WELQRATE,RandomForest,AID2258,AUROC,0.7340332248261282,2.0 WELQRATE,RandomForest,AID2258,BEDROC,0.4449726218821037,2.0 WELQRATE,RandomForest,AID2258,Enrichment factor 1%,32.60512495153502,2.0 WELQRATE,RandomForest,AID2258,Enrichment factor 5%,7.754431416288411,2.0 WELQRATE,RandomForest,AID2258,RIE,8.824451238392077,2.0 WELQRATE,RandomForest,AID2258,AUPRC,0.09007060001133636,2.0 WELQRATE,RandomForest,AID2258,accuracy,0.9991524690824181,2.0 WELQRATE,RandomForest,AID2258,F1 score,0.0,2.0 WELQRATE,RandomForest,AID2258,recall,0.0,2.0 WELQRATE,RandomForest,AID2258,precision,0.0,2.0 WELQRATE,RandomForest,AID2258,MCC,0.0,2.0 WELQRATE,LogisticRegression,AID2258,AUROC,0.7526314822574116,2.0 WELQRATE,LogisticRegression,AID2258,BEDROC,0.2705017521954362,2.0 WELQRATE,LogisticRegression,AID2258,Enrichment factor 1%,14.26474216629657,2.0 WELQRATE,LogisticRegression,AID2258,Enrichment factor 5%,6.530047508453398,2.0 WELQRATE,LogisticRegression,AID2258,RIE,5.3644413431669955,2.0 WELQRATE,LogisticRegression,AID2258,AUPRC,0.006269200595320645,2.0 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,0.6723160718083585,2.0 WELQRATE,LightGBM_Ranker,AID2258,BEDROC,0.22495435896030003,2.0 WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 1%,12.226921856825632,2.0 WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 5%,4.897535631340049,2.0 WELQRATE,LightGBM_Ranker,AID2258,RIE,4.461170604743422,2.0 WELQRATE,LightGBM_Ranker,AID2258,AUPRC,0.029253161508205394,2.0 WELQRATE,LightGBM_Ranker,AID2258,accuracy,0.5004410620081294,2.0 WELQRATE,LightGBM_Ranker,AID2258,F1 score,0.0025556016024312752,2.0 WELQRATE,LightGBM_Ranker,AID2258,recall,0.7551020408163265,2.0 WELQRATE,LightGBM_Ranker,AID2258,precision,0.0012799667900508527,2.0 WELQRATE,LightGBM_Ranker,AID2258,MCC,0.014860059338669542,2.0 WELQRATE,RandomForest,AID2258,AUROC,0.7319377988837679,3.0 WELQRATE,RandomForest,AID2258,BEDROC,0.461136543243497,3.0 WELQRATE,RandomForest,AID2258,Enrichment factor 1%,32.64431380364023,3.0 WELQRATE,RandomForest,AID2258,Enrichment factor 5%,11.152881622009952,3.0 WELQRATE,RandomForest,AID2258,RIE,9.140274925638195,3.0 WELQRATE,RandomForest,AID2258,AUPRC,0.04906567182797758,3.0 WELQRATE,RandomForest,AID2258,accuracy,0.9991005794344029,3.0 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,0.0,3.0 WELQRATE,LogisticRegression,AID2258,AUROC,0.8402314364132484,3.0 WELQRATE,LogisticRegression,AID2258,BEDROC,0.4085259425066226,3.0 WELQRATE,LogisticRegression,AID2258,Enrichment factor 1%,24.963298791019,3.0 WELQRATE,LogisticRegression,AID2258,Enrichment factor 5%,9.229970997525477,3.0 WELQRATE,LogisticRegression,AID2258,RIE,8.097470230162779,3.0 WELQRATE,LogisticRegression,AID2258,AUPRC,0.015127666845847817,3.0 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,0.7377436847383007,3.0 WELQRATE,LightGBM_Ranker,AID2258,BEDROC,0.22616073559327043,3.0 WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 1%,9.601268765776538,3.0 WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 5%,4.999567623659633,3.0 WELQRATE,LightGBM_Ranker,AID2258,RIE,4.482774876051383,3.0 WELQRATE,LightGBM_Ranker,AID2258,AUPRC,0.006824162487085577,3.0 WELQRATE,LightGBM_Ranker,AID2258,accuracy,0.5005275447548214,3.0 WELQRATE,LightGBM_Ranker,AID2258,F1 score,0.002831589488587313,3.0 WELQRATE,LightGBM_Ranker,AID2258,recall,0.7884615384615384,3.0 WELQRATE,LightGBM_Ranker,AID2258,precision,0.0014183415781644584,3.0 WELQRATE,LightGBM_Ranker,AID2258,MCC,0.017310425085385262,3.0 WELQRATE,RandomForest,AID2258,AUROC,0.6532296389229467,4.0 WELQRATE,RandomForest,AID2258,BEDROC,0.3438358917424724,4.0 WELQRATE,RandomForest,AID2258,Enrichment factor 1%,15.663246300247215,4.0 WELQRATE,RandomForest,AID2258,Enrichment factor 5%,8.234581968380573,4.0 WELQRATE,RandomForest,AID2258,RIE,6.816411866625868,4.0 WELQRATE,RandomForest,AID2258,AUPRC,0.037628432844395335,4.0 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,0.8444217240943881,4.0 WELQRATE,LogisticRegression,AID2258,BEDROC,0.338142323631093,4.0 WELQRATE,LogisticRegression,AID2258,Enrichment factor 1%,11.747434725185412,4.0 WELQRATE,LogisticRegression,AID2258,Enrichment factor 5%,7.450336066630042,4.0 WELQRATE,LogisticRegression,AID2258,RIE,6.703539109787183,4.0 WELQRATE,LogisticRegression,AID2258,AUPRC,0.009633252073520473,4.0 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,0.6191090590380601,4.0 WELQRATE,LightGBM_Ranker,AID2258,BEDROC,0.11747657697420219,4.0 WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 1%,3.9158115750618037,4.0 WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 5%,3.1369836070021226,4.0 WELQRATE,LightGBM_Ranker,AID2258,RIE,2.328927148045753,4.0 WELQRATE,LightGBM_Ranker,AID2258,AUPRC,0.0017843327455493556,4.0 WELQRATE,LightGBM_Ranker,AID2258,accuracy,0.5003026896134222,4.0 WELQRATE,LightGBM_Ranker,AID2258,F1 score,0.002348228468816907,4.0 WELQRATE,LightGBM_Ranker,AID2258,recall,0.6666666666666666,4.0 WELQRATE,LightGBM_Ranker,AID2258,precision,0.0011761856989656485,4.0 WELQRATE,LightGBM_Ranker,AID2258,MCC,0.009905074320998488,4.0 WELQRATE,RandomForest,AID2258,AUROC,0.7319032531726658,5.0 WELQRATE,RandomForest,AID2258,BEDROC,0.467709095810494,5.0 WELQRATE,RandomForest,AID2258,Enrichment factor 1%,32.095669874167285,5.0 WELQRATE,RandomForest,AID2258,Enrichment factor 5%,11.070471166674903,5.0 WELQRATE,RandomForest,AID2258,RIE,9.264158968532938,5.0 WELQRATE,RandomForest,AID2258,AUPRC,0.09900423187521454,5.0 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,0.8249969701691512,5.0 WELQRATE,LogisticRegression,AID2258,BEDROC,0.36098345861578485,5.0 WELQRATE,LogisticRegression,AID2258,Enrichment factor 1%,21.397113249444857,5.0 WELQRATE,LogisticRegression,AID2258,Enrichment factor 5%,8.21357538172654,5.0 WELQRATE,LogisticRegression,AID2258,RIE,7.150188397073456,5.0 WELQRATE,LogisticRegression,AID2258,AUPRC,0.025525171392882556,5.0 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,0.6848688392408852,5.0 WELQRATE,LightGBM_Ranker,AID2258,BEDROC,0.1710367927508363,5.0 WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 1%,7.132371083148286,5.0 WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 5%,3.571119731185452,5.0 WELQRATE,LightGBM_Ranker,AID2258,RIE,3.387815340890337,5.0 WELQRATE,LightGBM_Ranker,AID2258,AUPRC,0.029286802553242515,5.0 WELQRATE,LightGBM_Ranker,AID2258,accuracy,0.5004583585574678,5.0 WELQRATE,LightGBM_Ranker,AID2258,F1 score,0.002831198425577461,5.0 WELQRATE,LightGBM_Ranker,AID2258,recall,0.7321428571428571,5.0 WELQRATE,LightGBM_Ranker,AID2258,precision,0.0014183415781644584,5.0 WELQRATE,LightGBM_Ranker,AID2258,MCC,0.014457249655360471,5.0 WELQRATE,RandomForest,AID2689,AUROC,0.6632705859163258,1.0 WELQRATE,RandomForest,AID2689,BEDROC,0.5168955256739837,1.0 WELQRATE,RandomForest,AID2689,Enrichment factor 1%,24.997947454844006,1.0 WELQRATE,RandomForest,AID2689,Enrichment factor 5%,7.499384236453202,1.0 WELQRATE,RandomForest,AID2689,RIE,10.310795485449244,1.0 WELQRATE,RandomForest,AID2689,AUPRC,0.017475142847243105,1.0 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,0.9269401189244239,1.0 WELQRATE,LogisticRegression,AID2689,BEDROC,0.38949156599600687,1.0 WELQRATE,LogisticRegression,AID2689,Enrichment factor 1%,12.498973727422003,1.0 WELQRATE,LogisticRegression,AID2689,Enrichment factor 5%,8.749281609195402,1.0 WELQRATE,LogisticRegression,AID2689,RIE,7.769399590606906,1.0 WELQRATE,LogisticRegression,AID2689,AUPRC,0.0030122915274419476,1.0 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,0.6608780326549385,1.0 WELQRATE,LightGBM_Ranker,AID2689,BEDROC,0.12872652081592922,1.0 WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 1%,0.0,1.0 WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 5%,2.4997947454844005,1.0 WELQRATE,LightGBM_Ranker,AID2689,RIE,2.567777780624948,1.0 WELQRATE,LightGBM_Ranker,AID2689,AUPRC,0.0005965448968915862,1.0 WELQRATE,LightGBM_Ranker,AID2689,accuracy,0.5000903194022498,1.0 WELQRATE,LightGBM_Ranker,AID2689,F1 score,0.0006565557087518875,1.0 WELQRATE,LightGBM_Ranker,AID2689,recall,0.625,1.0 WELQRATE,LightGBM_Ranker,AID2689,precision,0.0003284503711489194,1.0 WELQRATE,LightGBM_Ranker,AID2689,MCC,0.004053702001183806,1.0 WELQRATE,RandomForest,AID2689,AUROC,0.6958758008871365,2.0 WELQRATE,RandomForest,AID2689,BEDROC,0.5407220167349971,2.0 WELQRATE,RandomForest,AID2689,Enrichment factor 1%,27.99770114942529,2.0 WELQRATE,RandomForest,AID2689,Enrichment factor 5%,8.79927750410509,2.0 WELQRATE,RandomForest,AID2689,RIE,10.77016374238919,2.0 WELQRATE,RandomForest,AID2689,AUPRC,0.02651242966655689,2.0 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,0.8527944800394283,2.0 WELQRATE,LogisticRegression,AID2689,BEDROC,0.34832807675989214,2.0 WELQRATE,LogisticRegression,AID2689,Enrichment factor 1%,23.998029556650245,2.0 WELQRATE,LogisticRegression,AID2689,Enrichment factor 5%,8.79927750410509,2.0 WELQRATE,LogisticRegression,AID2689,RIE,6.938038982381346,2.0 WELQRATE,LogisticRegression,AID2689,AUPRC,0.007387348520342631,2.0 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,0.7444419254148186,2.0 WELQRATE,LightGBM_Ranker,AID2689,BEDROC,0.21786939656613485,2.0 WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 1%,7.999343185550082,2.0 WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 5%,4.799605911330049,2.0 WELQRATE,LightGBM_Ranker,AID2689,RIE,4.33954789376841,2.0 WELQRATE,LightGBM_Ranker,AID2689,AUPRC,0.0023917468531967786,2.0 WELQRATE,LightGBM_Ranker,AID2689,accuracy,0.5002873799162493,2.0 WELQRATE,LightGBM_Ranker,AID2689,F1 score,0.001378314518246259,2.0 WELQRATE,LightGBM_Ranker,AID2689,recall,0.84,2.0 WELQRATE,LightGBM_Ranker,AID2689,precision,0.0006897231254310769,2.0 WELQRATE,LightGBM_Ranker,AID2689,MCC,0.013781222804510253,2.0 WELQRATE,RandomForest,AID2689,AUROC,0.7824902250698209,3.0 WELQRATE,RandomForest,AID2689,BEDROC,0.6641035005330204,3.0 WELQRATE,RandomForest,AID2689,Enrichment factor 1%,51.995730706075534,3.0 WELQRATE,RandomForest,AID2689,Enrichment factor 5%,11.999014778325122,3.0 WELQRATE,RandomForest,AID2689,RIE,13.227690414227668,3.0 WELQRATE,RandomForest,AID2689,AUPRC,0.036120033282932354,3.0 WELQRATE,RandomForest,AID2689,accuracy,0.999589457262501,3.0 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,0.0,3.0 WELQRATE,LogisticRegression,AID2689,AUROC,0.9366952521767701,3.0 WELQRATE,LogisticRegression,AID2689,BEDROC,0.5844838117103155,3.0 WELQRATE,LogisticRegression,AID2689,Enrichment factor 1%,43.99638752052545,3.0 WELQRATE,LogisticRegression,AID2689,Enrichment factor 5%,13.59888341543514,3.0 WELQRATE,LogisticRegression,AID2689,RIE,11.641816238767216,3.0 WELQRATE,LogisticRegression,AID2689,AUPRC,0.04746287007075829,3.0 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,0.8574634466896665,3.0 WELQRATE,LightGBM_Ranker,AID2689,BEDROC,0.5111202114547807,3.0 WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 1%,35.99704433497537,3.0 WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 5%,12.798949096880131,3.0 WELQRATE,LightGBM_Ranker,AID2689,RIE,10.180551559334326,3.0 WELQRATE,LightGBM_Ranker,AID2689,AUPRC,0.03458063959470743,3.0 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,0.773779112111405,4.0 WELQRATE,RandomForest,AID2689,BEDROC,0.653398422769267,4.0 WELQRATE,RandomForest,AID2689,Enrichment factor 1%,49.99589490968801,4.0 WELQRATE,RandomForest,AID2689,Enrichment factor 5%,11.665708812260535,4.0 WELQRATE,RandomForest,AID2689,RIE,13.016599943068632,4.0 WELQRATE,RandomForest,AID2689,AUPRC,0.03883132308251296,4.0 WELQRATE,RandomForest,AID2689,accuracy,0.999605878972001,4.0 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,0.0,4.0 WELQRATE,LogisticRegression,AID2689,AUROC,0.9144762421076265,4.0 WELQRATE,LogisticRegression,AID2689,BEDROC,0.551806367155717,4.0 WELQRATE,LogisticRegression,AID2689,Enrichment factor 1%,45.829570333880675,4.0 WELQRATE,LogisticRegression,AID2689,Enrichment factor 5%,11.665708812260535,4.0 WELQRATE,LogisticRegression,AID2689,RIE,10.99274574472747,4.0 WELQRATE,LogisticRegression,AID2689,AUPRC,0.04558268113553626,4.0 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,0.8167757771900138,4.0 WELQRATE,LightGBM_Ranker,AID2689,BEDROC,0.27089052980668554,4.0 WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 1%,8.33264915161467,4.0 WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 5%,7.499384236453202,4.0 WELQRATE,LightGBM_Ranker,AID2689,RIE,5.3965138999656705,4.0 WELQRATE,LightGBM_Ranker,AID2689,AUPRC,0.0021882604357056547,4.0 WELQRATE,LightGBM_Ranker,AID2689,accuracy,0.5003202233352492,4.0 WELQRATE,LightGBM_Ranker,AID2689,F1 score,0.0013784049885132918,4.0 WELQRATE,LightGBM_Ranker,AID2689,recall,0.875,4.0 WELQRATE,LightGBM_Ranker,AID2689,precision,0.0006897457794127307,4.0 WELQRATE,LightGBM_Ranker,AID2689,MCC,0.014893274462517609,4.0 WELQRATE,RandomForest,AID2689,AUROC,0.8218293614975739,5.0 WELQRATE,RandomForest,AID2689,BEDROC,0.6743881680981301,5.0 WELQRATE,RandomForest,AID2689,Enrichment factor 1%,47.364532019704434,5.0 WELQRATE,RandomForest,AID2689,Enrichment factor 5%,13.683087027914613,5.0 WELQRATE,RandomForest,AID2689,RIE,13.445767298910264,5.0 WELQRATE,RandomForest,AID2689,AUPRC,0.01563819305482937,5.0 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,0.9215341972119339,5.0 WELQRATE,LogisticRegression,AID2689,BEDROC,0.46927099622123086,5.0 WELQRATE,LogisticRegression,AID2689,Enrichment factor 1%,26.313628899835795,5.0 WELQRATE,LogisticRegression,AID2689,Enrichment factor 5%,11.57799671592775,5.0 WELQRATE,LogisticRegression,AID2689,RIE,9.35619710172961,5.0 WELQRATE,LogisticRegression,AID2689,AUPRC,0.02126416262568258,5.0 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,0.8370721674084679,5.0 WELQRATE,LightGBM_Ranker,AID2689,BEDROC,0.4033911010733218,5.0 WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 1%,26.313628899835795,5.0 WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 5%,9.472906403940886,5.0 WELQRATE,LightGBM_Ranker,AID2689,RIE,8.04270173064499,5.0 WELQRATE,LightGBM_Ranker,AID2689,AUPRC,0.004523657845519776,5.0 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,0.6348646765709277,1.0 WELQRATE,RandomForest,AID435008,BEDROC,0.39707857341985664,1.0 WELQRATE,RandomForest,AID435008,Enrichment factor 1%,23.658065618591934,1.0 WELQRATE,RandomForest,AID435008,Enrichment factor 5%,6.8412158117099695,1.0 WELQRATE,RandomForest,AID435008,RIE,7.892728454698107,1.0 WELQRATE,RandomForest,AID435008,AUPRC,0.023633038555022776,1.0 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,0.8436330116930535,1.0 WELQRATE,LogisticRegression,AID435008,BEDROC,0.3766170665863439,1.0 WELQRATE,LogisticRegression,AID435008,Enrichment factor 1%,15.772043745727956,1.0 WELQRATE,LogisticRegression,AID435008,Enrichment factor 5%,9.472452662367651,1.0 WELQRATE,LogisticRegression,AID435008,RIE,7.486015206558707,1.0 WELQRATE,LogisticRegression,AID435008,AUPRC,0.0170349066471075,1.0 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,0.5542322913831559,1.0 WELQRATE,LightGBM_Ranker,AID435008,BEDROC,0.07909019717195026,1.0 WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 1%,5.2573479152426525,1.0 WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 5%,1.0524947402630722,1.0 WELQRATE,LightGBM_Ranker,AID435008,RIE,1.5720754144959483,1.0 WELQRATE,LightGBM_Ranker,AID435008,AUPRC,0.002348051954602635,1.0 WELQRATE,LightGBM_Ranker,AID435008,accuracy,0.5000975102385751,1.0 WELQRATE,LightGBM_Ranker,AID435008,F1 score,0.0014283859239059863,1.0 WELQRATE,LightGBM_Ranker,AID435008,recall,0.5789473684210527,1.0 WELQRATE,LightGBM_Ranker,AID435008,precision,0.0007150750828837027,1.0 WELQRATE,LightGBM_Ranker,AID435008,MCC,0.0039250309019717095,1.0 WELQRATE,RandomForest,AID435008,AUROC,0.651630852053582,2.0 WELQRATE,RandomForest,AID435008,BEDROC,0.42827914359194863,2.0 WELQRATE,RandomForest,AID435008,Enrichment factor 1%,25.897306397306398,2.0 WELQRATE,RandomForest,AID435008,Enrichment factor 5%,7.4064444685179165,2.0 WELQRATE,RandomForest,AID435008,RIE,8.528107179924412,2.0 WELQRATE,RandomForest,AID435008,AUPRC,0.024295295690351094,2.0 WELQRATE,RandomForest,AID435008,accuracy,0.9995612039264122,2.0 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,0.0,2.0 WELQRATE,LogisticRegression,AID435008,AUROC,0.8842418713323519,2.0 WELQRATE,LogisticRegression,AID435008,BEDROC,0.47790299778363515,2.0 WELQRATE,LogisticRegression,AID435008,Enrichment factor 1%,25.897306397306398,2.0 WELQRATE,LogisticRegression,AID435008,Enrichment factor 5%,12.590955596480457,2.0 WELQRATE,LogisticRegression,AID435008,RIE,9.516242024931488,2.0 WELQRATE,LogisticRegression,AID435008,AUPRC,0.038396703298252934,2.0 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,0.629826542256426,2.0 WELQRATE,LightGBM_Ranker,AID435008,BEDROC,0.06834916524946452,2.0 WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 1%,0.0,2.0 WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 5%,1.4812888937035833,2.0 WELQRATE,LightGBM_Ranker,AID435008,RIE,1.3610025856497787,2.0 WELQRATE,LightGBM_Ranker,AID435008,AUPRC,0.0006666717837157159,2.0 WELQRATE,LightGBM_Ranker,AID435008,accuracy,0.5001787687707209,2.0 WELQRATE,LightGBM_Ranker,AID435008,F1 score,0.0012340466989250803,2.0 WELQRATE,LightGBM_Ranker,AID435008,recall,0.7037037037037037,2.0 WELQRATE,LightGBM_Ranker,AID435008,precision,0.0006175648443086524,2.0 WELQRATE,LightGBM_Ranker,AID435008,MCC,0.008536023295863686,2.0 WELQRATE,RandomForest,AID435008,AUROC,0.6399763359114501,3.0 WELQRATE,RandomForest,AID435008,BEDROC,0.4009526378799883,3.0 WELQRATE,RandomForest,AID435008,Enrichment factor 1%,23.503437738731858,3.0 WELQRATE,RandomForest,AID435008,Enrichment factor 5%,7.057905905293545,3.0 WELQRATE,RandomForest,AID435008,RIE,7.9749056552194935,3.0 WELQRATE,RandomForest,AID435008,AUPRC,0.01577693747257865,3.0 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,0.8403128365723993,3.0 WELQRATE,LogisticRegression,AID435008,BEDROC,0.4297354079668889,3.0 WELQRATE,LogisticRegression,AID435008,Enrichment factor 1%,29.37929717341482,3.0 WELQRATE,LogisticRegression,AID435008,Enrichment factor 5%,10.586858857940316,3.0 WELQRATE,LogisticRegression,AID435008,RIE,8.547391911849427,3.0 WELQRATE,LogisticRegression,AID435008,AUPRC,0.014967207390741286,3.0 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,0.7058385925510728,3.0 WELQRATE,LightGBM_Ranker,AID435008,BEDROC,0.21417964525448036,3.0 WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 1%,14.68964858670741,3.0 WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 5%,4.1171117780879,3.0 WELQRATE,LightGBM_Ranker,AID435008,RIE,4.26001056121289,3.0 WELQRATE,LightGBM_Ranker,AID435008,AUPRC,0.003926933327084809,3.0 WELQRATE,LightGBM_Ranker,AID435008,accuracy,0.5003575375414419,3.0 WELQRATE,LightGBM_Ranker,AID435008,F1 score,0.0018181818181818182,3.0 WELQRATE,LightGBM_Ranker,AID435008,recall,0.8235294117647058,3.0 WELQRATE,LightGBM_Ranker,AID435008,precision,0.0009100955600338036,3.0 WELQRATE,LightGBM_Ranker,AID435008,MCC,0.015214326297958628,3.0 WELQRATE,RandomForest,AID435008,AUROC,0.6316635322782864,4.0 WELQRATE,RandomForest,AID435008,BEDROC,0.37201441697997983,4.0 WELQRATE,RandomForest,AID435008,Enrichment factor 1%,13.621310507674144,4.0 WELQRATE,RandomForest,AID435008,Enrichment factor 5%,6.817295476703991,4.0 WELQRATE,RandomForest,AID435008,RIE,7.387337459337767,4.0 WELQRATE,RandomForest,AID435008,AUPRC,0.009695042883475712,4.0 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,0.8055034389563078,4.0 WELQRATE,LogisticRegression,AID435008,BEDROC,0.29750987477882446,4.0 WELQRATE,LogisticRegression,AID435008,Enrichment factor 1%,6.810655253837072,4.0 WELQRATE,LogisticRegression,AID435008,Enrichment factor 5%,7.72626820693119,4.0 WELQRATE,LogisticRegression,AID435008,RIE,5.907851269345155,4.0 WELQRATE,LogisticRegression,AID435008,AUPRC,0.008273340481796225,4.0 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,0.5579444178317129,4.0 WELQRATE,LightGBM_Ranker,AID435008,BEDROC,0.06783871099591801,4.0 WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 1%,2.270218417945691,4.0 WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 5%,1.8179454604543976,4.0 WELQRATE,LightGBM_Ranker,AID435008,RIE,1.3471183929666182,4.0 WELQRATE,LightGBM_Ranker,AID435008,AUPRC,0.004633235348945389,4.0 WELQRATE,LightGBM_Ranker,AID435008,accuracy,0.5000975102385751,4.0 WELQRATE,LightGBM_Ranker,AID435008,F1 score,0.0016228497241155468,4.0 WELQRATE,LightGBM_Ranker,AID435008,recall,0.5681818181818182,4.0 WELQRATE,LightGBM_Ranker,AID435008,precision,0.0008125853214587532,4.0 WELQRATE,LightGBM_Ranker,AID435008,MCC,0.0036477891613115685,4.0 WELQRATE,RandomForest,AID435008,AUROC,0.6453012340908264,5.0 WELQRATE,RandomForest,AID435008,BEDROC,0.4403845172604044,5.0 WELQRATE,RandomForest,AID435008,Enrichment factor 1%,29.37929717341482,5.0 WELQRATE,RandomForest,AID435008,Enrichment factor 5%,7.057905905293545,5.0 WELQRATE,RandomForest,AID435008,RIE,8.759201570804466,5.0 WELQRATE,RandomForest,AID435008,AUPRC,0.0776295239482177,5.0 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,0.9223441986635624,5.0 WELQRATE,LogisticRegression,AID435008,BEDROC,0.49676738800874726,5.0 WELQRATE,LogisticRegression,AID435008,Enrichment factor 1%,23.503437738731858,5.0 WELQRATE,LogisticRegression,AID435008,Enrichment factor 5%,12.351335334263704,5.0 WELQRATE,LogisticRegression,AID435008,RIE,9.880650914120398,5.0 WELQRATE,LogisticRegression,AID435008,AUPRC,0.01959922976951446,5.0 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,0.6640682241220662,5.0 WELQRATE,LightGBM_Ranker,AID435008,BEDROC,0.10943118616295423,5.0 WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 1%,5.8758594346829645,5.0 WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 5%,1.7644764763233862,5.0 WELQRATE,LightGBM_Ranker,AID435008,RIE,2.1765747747333535,5.0 WELQRATE,LightGBM_Ranker,AID435008,AUPRC,0.0011932573860277379,5.0 WELQRATE,LightGBM_Ranker,AID435008,accuracy,0.5002600273028668,5.0 WELQRATE,LightGBM_Ranker,AID435008,F1 score,0.0016233766233766235,5.0 WELQRATE,LightGBM_Ranker,AID435008,recall,0.7352941176470589,5.0 WELQRATE,LightGBM_Ranker,AID435008,precision,0.0008125853214587532,5.0 WELQRATE,LightGBM_Ranker,AID435008,MCC,0.011064964580333547,5.0 WELQRATE,RandomForest,AID435034,AUROC,0.7608863837312112,1.0 WELQRATE,RandomForest,AID435034,BEDROC,0.3877730756013797,1.0 WELQRATE,RandomForest,AID435034,Enrichment factor 1%,22.17263544536272,1.0 WELQRATE,RandomForest,AID435034,Enrichment factor 5%,6.66280353200883,1.0 WELQRATE,RandomForest,AID435034,RIE,7.697933551026741,1.0 WELQRATE,RandomForest,AID435034,AUPRC,0.011439658650236932,1.0 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,0.8408211759504862,1.0 WELQRATE,LogisticRegression,AID435034,BEDROC,0.1730320278619828,1.0 WELQRATE,LogisticRegression,AID435034,Enrichment factor 1%,0.0,1.0 WELQRATE,LogisticRegression,AID435034,Enrichment factor 5%,2.22093451066961,1.0 WELQRATE,LogisticRegression,AID435034,RIE,3.434970464449692,1.0 WELQRATE,LogisticRegression,AID435034,AUPRC,0.0033031481809712854,1.0 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,0.7480750810492189,1.0 WELQRATE,LightGBM_Ranker,AID435034,BEDROC,0.12016589822639427,1.0 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,2.3854908165706874,1.0 WELQRATE,LightGBM_Ranker,AID435034,AUPRC,0.0020654168072486035,1.0 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,0.700766914797781,2.0 WELQRATE,RandomForest,AID435034,BEDROC,0.36891660240992674,2.0 WELQRATE,RandomForest,AID435034,Enrichment factor 1%,23.756395120031485,2.0 WELQRATE,RandomForest,AID435034,Enrichment factor 5%,6.66280353200883,2.0 WELQRATE,RandomForest,AID435034,RIE,7.2514674077188905,2.0 WELQRATE,RandomForest,AID435034,AUPRC,0.03842983929717529,2.0 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,0.8143718489719153,2.0 WELQRATE,LogisticRegression,AID435034,BEDROC,0.23913519247797058,2.0 WELQRATE,LogisticRegression,AID435034,Enrichment factor 1%,4.751279024006297,2.0 WELQRATE,LogisticRegression,AID435034,Enrichment factor 5%,4.759145380006307,2.0 WELQRATE,LogisticRegression,AID435034,RIE,4.700469017682959,2.0 WELQRATE,LogisticRegression,AID435034,AUPRC,0.05495511491577723,2.0 WELQRATE,LogisticRegression,AID435034,accuracy,0.9982605814627682,2.0 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,0.0,2.0 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,0.744918843740616,2.0 WELQRATE,LightGBM_Ranker,AID435034,BEDROC,0.2845714513544902,2.0 WELQRATE,LightGBM_Ranker,AID435034,Enrichment factor 1%,19.005116096025187,2.0 WELQRATE,LightGBM_Ranker,AID435034,Enrichment factor 5%,5.710974456007569,2.0 WELQRATE,LightGBM_Ranker,AID435034,RIE,5.593569372379578,2.0 WELQRATE,LightGBM_Ranker,AID435034,AUPRC,0.05176521092852822,2.0 WELQRATE,LightGBM_Ranker,AID435034,accuracy,0.5012838565393855,2.0 WELQRATE,LightGBM_Ranker,AID435034,F1 score,0.005943536404160475,2.0 WELQRATE,LightGBM_Ranker,AID435034,recall,0.8571428571428571,2.0 WELQRATE,LightGBM_Ranker,AID435034,precision,0.002982107355864811,2.0 WELQRATE,LightGBM_Ranker,AID435034,MCC,0.029819640960538858,2.0 WELQRATE,RandomForest,AID435034,AUROC,0.6367860833880252,3.0 WELQRATE,RandomForest,AID435034,BEDROC,0.25277986900282423,3.0 WELQRATE,RandomForest,AID435034,Enrichment factor 1%,4.535311795642374,3.0 WELQRATE,RandomForest,AID435034,Enrichment factor 5%,4.54282059000602,3.0 WELQRATE,RandomForest,AID435034,RIE,4.964580947109796,3.0 WELQRATE,RandomForest,AID435034,AUPRC,0.004237352492708124,3.0 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,0.7966294762411267,3.0 WELQRATE,LogisticRegression,AID435034,BEDROC,0.20962467134850515,3.0 WELQRATE,LogisticRegression,AID435034,Enrichment factor 1%,4.535311795642374,3.0 WELQRATE,LogisticRegression,AID435034,Enrichment factor 5%,5.451384708007224,3.0 WELQRATE,LogisticRegression,AID435034,RIE,4.11701554929249,3.0 WELQRATE,LogisticRegression,AID435034,AUPRC,0.007260428699865283,3.0 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,0.7792299394241142,3.0 WELQRATE,LightGBM_Ranker,AID435034,BEDROC,0.20942053397949895,3.0 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,4.113006304061892,3.0 WELQRATE,LightGBM_Ranker,AID435034,AUPRC,0.007616841046842488,3.0 WELQRATE,LightGBM_Ranker,AID435034,accuracy,0.501615174356001,3.0 WELQRATE,LightGBM_Ranker,AID435034,F1 score,0.006603929337956084,3.0 WELQRATE,LightGBM_Ranker,AID435034,recall,0.9090909090909091,3.0 WELQRATE,LightGBM_Ranker,AID435034,precision,0.0033140016570008283,3.0 WELQRATE,LightGBM_Ranker,AID435034,MCC,0.03496886315678893,3.0 WELQRATE,RandomForest,AID435034,AUROC,0.701440260960911,4.0 WELQRATE,RandomForest,AID435034,BEDROC,0.361630780348887,4.0 WELQRATE,RandomForest,AID435034,Enrichment factor 1%,13.30358126721763,4.0 WELQRATE,RandomForest,AID435034,Enrichment factor 5%,6.662803532008829,4.0 WELQRATE,RandomForest,AID435034,RIE,7.143494321064757,4.0 WELQRATE,RandomForest,AID435034,AUPRC,0.04267800066796266,4.0 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,0.8146016475921932,4.0 WELQRATE,LogisticRegression,AID435034,BEDROC,0.27705534030662077,4.0 WELQRATE,LogisticRegression,AID435034,Enrichment factor 1%,13.30358126721763,4.0 WELQRATE,LogisticRegression,AID435034,Enrichment factor 5%,7.9953642384105965,4.0 WELQRATE,LogisticRegression,AID435034,RIE,5.472828534456465,4.0 WELQRATE,LogisticRegression,AID435034,AUPRC,0.007961332394680713,4.0 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,0.791341847735943,4.0 WELQRATE,LightGBM_Ranker,AID435034,BEDROC,0.24115715958884473,4.0 WELQRATE,LightGBM_Ranker,AID435034,Enrichment factor 1%,13.30358126721763,4.0 WELQRATE,LightGBM_Ranker,AID435034,Enrichment factor 5%,5.330242825607064,4.0 WELQRATE,LightGBM_Ranker,AID435034,RIE,4.763711770810916,4.0 WELQRATE,LightGBM_Ranker,AID435034,AUPRC,0.02209238258340205,4.0 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,0.7648493595525888,5.0 WELQRATE,RandomForest,AID435034,BEDROC,0.4211283711183696,5.0 WELQRATE,RandomForest,AID435034,Enrichment factor 1%,17.352497305066475,5.0 WELQRATE,RandomForest,AID435034,Enrichment factor 5%,7.821551972358192,5.0 WELQRATE,RandomForest,AID435034,RIE,8.26412964635627,5.0 WELQRATE,RandomForest,AID435034,AUPRC,0.08495864057936811,5.0 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,0.8444632870286849,5.0 WELQRATE,LogisticRegression,AID435034,BEDROC,0.3453183451114054,5.0 WELQRATE,LogisticRegression,AID435034,Enrichment factor 1%,21.690621631333094,5.0 WELQRATE,LogisticRegression,AID435034,Enrichment factor 5%,6.083429311834149,5.0 WELQRATE,LogisticRegression,AID435034,RIE,6.776450536620691,5.0 WELQRATE,LogisticRegression,AID435034,AUPRC,0.02617219749215806,5.0 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,0.8270936316074328,5.0 WELQRATE,LightGBM_Ranker,AID435034,BEDROC,0.3309588971526826,5.0 WELQRATE,LightGBM_Ranker,AID435034,Enrichment factor 1%,21.690621631333094,5.0 WELQRATE,LightGBM_Ranker,AID435034,Enrichment factor 5%,6.952490642096171,5.0 WELQRATE,LightGBM_Ranker,AID435034,RIE,6.494663919721698,5.0 WELQRATE,LightGBM_Ranker,AID435034,AUPRC,0.061033604191663364,5.0 WELQRATE,LightGBM_Ranker,AID435034,accuracy,0.5017808332643088,5.0 WELQRATE,LightGBM_Ranker,AID435034,F1 score,0.007261924409968642,5.0 WELQRATE,LightGBM_Ranker,AID435034,recall,0.9565217391304348,5.0 WELQRATE,LightGBM_Ranker,AID435034,precision,0.003644797879390325,5.0 WELQRATE,LightGBM_Ranker,AID435034,MCC,0.03989341834663016,5.0 WELQRATE,RandomForest,AID463087,AUROC,0.8806866415884921,1.0 WELQRATE,RandomForest,AID463087,BEDROC,0.47655856858920154,1.0 WELQRATE,RandomForest,AID463087,Enrichment factor 1%,20.296103395061728,1.0 WELQRATE,RandomForest,AID463087,Enrichment factor 5%,10.735129068462403,1.0 WELQRATE,RandomForest,AID463087,RIE,9.012774447147343,1.0 WELQRATE,RandomForest,AID463087,AUPRC,0.08738965587754345,1.0 WELQRATE,RandomForest,AID463087,accuracy,0.9943544171458443,1.0 WELQRATE,RandomForest,AID463087,F1 score,0.01818181818181818,1.0 WELQRATE,RandomForest,AID463087,recall,0.009259259259259259,1.0 WELQRATE,RandomForest,AID463087,precision,0.5,1.0 WELQRATE,RandomForest,AID463087,MCC,0.06746734794041478,1.0 WELQRATE,LogisticRegression,AID463087,AUROC,0.9132189044264535,1.0 WELQRATE,LogisticRegression,AID463087,BEDROC,0.4820911800983226,1.0 WELQRATE,LogisticRegression,AID463087,Enrichment factor 1%,25.83140432098765,1.0 WELQRATE,LogisticRegression,AID463087,Enrichment factor 5%,10.735129068462403,1.0 WELQRATE,LogisticRegression,AID463087,RIE,9.11740834249744,1.0 WELQRATE,LogisticRegression,AID463087,AUPRC,0.1306579992920156,1.0 WELQRATE,LogisticRegression,AID463087,accuracy,0.9944589649764768,1.0 WELQRATE,LogisticRegression,AID463087,F1 score,0.05357142857142857,1.0 WELQRATE,LogisticRegression,AID463087,recall,0.027777777777777776,1.0 WELQRATE,LogisticRegression,AID463087,precision,0.75,1.0 WELQRATE,LogisticRegression,AID463087,MCC,0.14367218394015976,1.0 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,0.6426089966004276,1.0 WELQRATE,LightGBM_Ranker,AID463087,BEDROC,0.152169273644472,1.0 WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 1%,5.535300925925926,1.0 WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 5%,2.7763264832230345,1.0 WELQRATE,LightGBM_Ranker,AID463087,RIE,2.8778568799223323,1.0 WELQRATE,LightGBM_Ranker,AID463087,AUPRC,0.023449097456678697,1.0 WELQRATE,LightGBM_Ranker,AID463087,accuracy,0.5024046001045478,1.0 WELQRATE,LightGBM_Ranker,AID463087,F1 score,0.015920603742375684,1.0 WELQRATE,LightGBM_Ranker,AID463087,recall,0.7129629629629629,1.0 WELQRATE,LightGBM_Ranker,AID463087,precision,0.008050182958703607,1.0 WELQRATE,LightGBM_Ranker,AID463087,MCC,0.032093557863610185,1.0 WELQRATE,RandomForest,AID463087,AUROC,0.8927798054395619,2.0 WELQRATE,RandomForest,AID463087,BEDROC,0.532037616543626,2.0 WELQRATE,RandomForest,AID463087,Enrichment factor 1%,31.24161370056497,2.0 WELQRATE,RandomForest,AID463087,Enrichment factor 5%,12.027611001895046,2.0 WELQRATE,RandomForest,AID463087,RIE,10.010574952016462,2.0 WELQRATE,RandomForest,AID463087,AUPRC,0.1579905524105139,2.0 WELQRATE,RandomForest,AID463087,accuracy,0.9937794040773654,2.0 WELQRATE,RandomForest,AID463087,F1 score,0.01652892561983471,2.0 WELQRATE,RandomForest,AID463087,recall,0.00847457627118644,2.0 WELQRATE,RandomForest,AID463087,precision,0.3333333333333333,2.0 WELQRATE,RandomForest,AID463087,MCC,0.05233161212896516,2.0 WELQRATE,LogisticRegression,AID463087,AUROC,0.9322805043736873,2.0 WELQRATE,LogisticRegression,AID463087,BEDROC,0.5728476996592454,2.0 WELQRATE,LogisticRegression,AID463087,Enrichment factor 1%,35.463453389830505,2.0 WELQRATE,LogisticRegression,AID463087,Enrichment factor 5%,12.535819917468077,2.0 WELQRATE,LogisticRegression,AID463087,RIE,10.778438691972415,2.0 WELQRATE,LogisticRegression,AID463087,AUPRC,0.19702145357012193,2.0 WELQRATE,LogisticRegression,AID463087,accuracy,0.9939362258233142,2.0 WELQRATE,LogisticRegression,AID463087,F1 score,0.07936507936507936,2.0 WELQRATE,LogisticRegression,AID463087,recall,0.0423728813559322,2.0 WELQRATE,LogisticRegression,AID463087,precision,0.625,2.0 WELQRATE,LogisticRegression,AID463087,MCC,0.16166311296361688,2.0 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,0.7141198957304397,2.0 WELQRATE,LightGBM_Ranker,AID463087,BEDROC,0.13278011726443148,2.0 WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 1%,2.5331038135593222,2.0 WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 5%,2.879850521580504,2.0 WELQRATE,LightGBM_Ranker,AID463087,RIE,2.4983296146712286,2.0 WELQRATE,LightGBM_Ranker,AID463087,AUPRC,0.01342464057929511,2.0 WELQRATE,LightGBM_Ranker,AID463087,accuracy,0.5038159958180868,2.0 WELQRATE,LightGBM_Ranker,AID463087,F1 score,0.019624044618880395,2.0 WELQRATE,LightGBM_Ranker,AID463087,recall,0.8050847457627118,2.0 WELQRATE,LightGBM_Ranker,AID463087,precision,0.009933082392304475,2.0 WELQRATE,LightGBM_Ranker,AID463087,MCC,0.048078620591950144,2.0 WELQRATE,RandomForest,AID463087,AUROC,0.8484897658510917,3.0 WELQRATE,RandomForest,AID463087,BEDROC,0.44715064123542375,3.0 WELQRATE,RandomForest,AID463087,Enrichment factor 1%,20.72416666666667,3.0 WELQRATE,RandomForest,AID463087,Enrichment factor 5%,10.55448275862069,3.0 WELQRATE,RandomForest,AID463087,RIE,8.383300167690761,3.0 WELQRATE,RandomForest,AID463087,AUPRC,0.1668452210798658,3.0 WELQRATE,RandomForest,AID463087,accuracy,0.9938316779926817,3.0 WELQRATE,RandomForest,AID463087,F1 score,0.10606060606060606,3.0 WELQRATE,RandomForest,AID463087,recall,0.056,3.0 WELQRATE,RandomForest,AID463087,precision,1.0,3.0 WELQRATE,RandomForest,AID463087,MCC,0.23591194866713316,3.0 WELQRATE,LogisticRegression,AID463087,AUROC,0.9102257300710339,3.0 WELQRATE,LogisticRegression,AID463087,BEDROC,0.5343933893739575,3.0 WELQRATE,LogisticRegression,AID463087,Enrichment factor 1%,31.883333333333333,3.0 WELQRATE,LogisticRegression,AID463087,Enrichment factor 5%,11.673897596656218,3.0 WELQRATE,LogisticRegression,AID463087,RIE,10.018950603608417,3.0 WELQRATE,LogisticRegression,AID463087,AUPRC,0.23380045977226488,3.0 WELQRATE,LogisticRegression,AID463087,accuracy,0.9937794040773654,3.0 WELQRATE,LogisticRegression,AID463087,F1 score,0.0916030534351145,3.0 WELQRATE,LogisticRegression,AID463087,recall,0.048,3.0 WELQRATE,LogisticRegression,AID463087,precision,1.0,3.0 WELQRATE,LogisticRegression,AID463087,MCC,0.2184063133610359,3.0 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,0.6561763746382531,3.0 WELQRATE,LightGBM_Ranker,AID463087,BEDROC,0.16116194577996287,3.0 WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 1%,7.970833333333333,3.0 WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 5%,3.198328108672936,3.0 WELQRATE,LightGBM_Ranker,AID463087,RIE,3.0215074184933495,3.0 WELQRATE,LightGBM_Ranker,AID463087,AUPRC,0.07512055516459828,3.0 WELQRATE,LightGBM_Ranker,AID463087,accuracy,0.5027705175117616,3.0 WELQRATE,LightGBM_Ranker,AID463087,F1 score,0.018369453044375646,3.0 WELQRATE,LightGBM_Ranker,AID463087,recall,0.712,3.0 WELQRATE,LightGBM_Ranker,AID463087,precision,0.009304756926293779,3.0 WELQRATE,LightGBM_Ranker,AID463087,MCC,0.0343864170487898,3.0 WELQRATE,RandomForest,AID463087,AUROC,0.8769400926139748,4.0 WELQRATE,RandomForest,AID463087,BEDROC,0.5664017919527542,4.0 WELQRATE,RandomForest,AID463087,Enrichment factor 1%,41.108318764568764,4.0 WELQRATE,RandomForest,AID463087,Enrichment factor 5%,11.6023266180006,4.0 WELQRATE,RandomForest,AID463087,RIE,10.521914053835626,4.0 WELQRATE,RandomForest,AID463087,AUPRC,0.31462388909268685,4.0 WELQRATE,RandomForest,AID463087,accuracy,0.9932043910088866,4.0 WELQRATE,RandomForest,AID463087,F1 score,0.19753086419753085,4.0 WELQRATE,RandomForest,AID463087,recall,0.11188811188811189,4.0 WELQRATE,RandomForest,AID463087,precision,0.8421052631578947,4.0 WELQRATE,RandomForest,AID463087,MCC,0.30552581398662576,4.0 WELQRATE,LogisticRegression,AID463087,AUROC,0.935215150889033,4.0 WELQRATE,LogisticRegression,AID463087,BEDROC,0.6214283516911314,4.0 WELQRATE,LogisticRegression,AID463087,Enrichment factor 1%,43.89532342657343,4.0 WELQRATE,LogisticRegression,AID463087,Enrichment factor 5%,12.720623159494632,4.0 WELQRATE,LogisticRegression,AID463087,RIE,11.544129622403336,4.0 WELQRATE,LogisticRegression,AID463087,AUPRC,0.3760593637076879,4.0 WELQRATE,LogisticRegression,AID463087,accuracy,0.9929952953476215,4.0 WELQRATE,LogisticRegression,AID463087,F1 score,0.12987012987012986,4.0 WELQRATE,LogisticRegression,AID463087,recall,0.06993006993006994,4.0 WELQRATE,LogisticRegression,AID463087,precision,0.9090909090909091,4.0 WELQRATE,LogisticRegression,AID463087,MCC,0.251075315162234,4.0 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,0.6895395119443152,4.0 WELQRATE,LightGBM_Ranker,AID463087,BEDROC,0.1445537818059023,4.0 WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 1%,2.7870046620046622,4.0 WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 5%,2.6559542860483303,4.0 WELQRATE,LightGBM_Ranker,AID463087,RIE,2.6853419404480867,4.0 WELQRATE,LightGBM_Ranker,AID463087,AUPRC,0.018707432400428,4.0 WELQRATE,LightGBM_Ranker,AID463087,accuracy,0.5038159958180868,4.0 WELQRATE,LightGBM_Ranker,AID463087,F1 score,0.022249690976514216,4.0 WELQRATE,LightGBM_Ranker,AID463087,recall,0.7552447552447552,4.0 WELQRATE,LightGBM_Ranker,AID463087,precision,0.011291165708311552,4.0 WELQRATE,LightGBM_Ranker,AID463087,MCC,0.04430234004219193,4.0 WELQRATE,RandomForest,AID463087,AUROC,0.8597967611336033,5.0 WELQRATE,RandomForest,AID463087,BEDROC,0.4810104259519151,5.0 WELQRATE,RandomForest,AID463087,Enrichment factor 1%,26.058493589743588,5.0 WELQRATE,RandomForest,AID463087,Enrichment factor 5%,10.763604211880073,5.0 WELQRATE,RandomForest,AID463087,RIE,8.995094812855593,5.0 WELQRATE,RandomForest,AID463087,AUPRC,0.16994813781961982,5.0 WELQRATE,RandomForest,AID463087,accuracy,0.9930998431782541,5.0 WELQRATE,RandomForest,AID463087,F1 score,0.014925373134328358,5.0 WELQRATE,RandomForest,AID463087,recall,0.007692307692307693,5.0 WELQRATE,RandomForest,AID463087,precision,0.25,5.0 WELQRATE,RandomForest,AID463087,MCC,0.042811044625754274,5.0 WELQRATE,LogisticRegression,AID463087,AUROC,0.9094471659919029,5.0 WELQRATE,LogisticRegression,AID463087,BEDROC,0.5227131847082619,5.0 WELQRATE,LogisticRegression,AID463087,Enrichment factor 1%,33.72275641025641,5.0 WELQRATE,LogisticRegression,AID463087,Enrichment factor 5%,10.763604211880073,5.0 WELQRATE,LogisticRegression,AID463087,RIE,9.7749537242029,5.0 WELQRATE,LogisticRegression,AID463087,AUPRC,0.20276055947107544,5.0 WELQRATE,LogisticRegression,AID463087,accuracy,0.9934657605854679,5.0 WELQRATE,LogisticRegression,AID463087,F1 score,0.08759124087591241,5.0 WELQRATE,LogisticRegression,AID463087,recall,0.046153846153846156,5.0 WELQRATE,LogisticRegression,AID463087,precision,0.8571428571428571,5.0 WELQRATE,LogisticRegression,AID463087,MCC,0.1980312877055048,5.0 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,0.7398058704453442,5.0 WELQRATE,LightGBM_Ranker,AID463087,BEDROC,0.14511803587917815,5.0 WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 1%,4.5985576923076925,5.0 WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 5%,3.2290812635640225,5.0 WELQRATE,LightGBM_Ranker,AID463087,RIE,2.7137675946148154,5.0 WELQRATE,LightGBM_Ranker,AID463087,AUPRC,0.016343726342496916,5.0 WELQRATE,LightGBM_Ranker,AID463087,accuracy,0.5043910088865656,5.0 WELQRATE,LightGBM_Ranker,AID463087,F1 score,0.022073233625580196,5.0 WELQRATE,LightGBM_Ranker,AID463087,recall,0.823076923076923,5.0 WELQRATE,LightGBM_Ranker,AID463087,precision,0.011186617877679038,5.0 WELQRATE,LightGBM_Ranker,AID463087,MCC,0.05344792008996534,5.0 WELQRATE,RandomForest,AID485290,AUROC,0.7512715294647219,1.0 WELQRATE,RandomForest,AID485290,BEDROC,0.39486067182215256,1.0 WELQRATE,RandomForest,AID485290,Enrichment factor 1%,23.111313359658265,1.0 WELQRATE,RandomForest,AID485290,Enrichment factor 5%,8.758617142588434,1.0 WELQRATE,RandomForest,AID485290,RIE,7.729684183860661,1.0 WELQRATE,RandomForest,AID485290,AUPRC,0.04895899322772388,1.0 WELQRATE,RandomForest,AID485290,accuracy,0.9978303010901848,1.0 WELQRATE,RandomForest,AID485290,F1 score,0.0,1.0 WELQRATE,RandomForest,AID485290,recall,0.0,1.0 WELQRATE,RandomForest,AID485290,precision,0.0,1.0 WELQRATE,RandomForest,AID485290,MCC,-0.0001958411600211512,1.0 WELQRATE,LogisticRegression,AID485290,AUROC,0.795537031003372,1.0 WELQRATE,LogisticRegression,AID485290,BEDROC,0.37348186896999636,1.0 WELQRATE,LogisticRegression,AID485290,Enrichment factor 1%,23.111313359658265,1.0 WELQRATE,LogisticRegression,AID485290,Enrichment factor 5%,8.097589433713836,1.0 WELQRATE,LogisticRegression,AID485290,RIE,7.311178606657779,1.0 WELQRATE,LogisticRegression,AID485290,AUPRC,0.041489808216277915,1.0 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,0.606297948407646,1.0 WELQRATE,LightGBM_Ranker,AID485290,BEDROC,0.15189098527038647,1.0 WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 1%,6.60323238847379,1.0 WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 5%,3.305138544372994,1.0 WELQRATE,LightGBM_Ranker,AID485290,RIE,2.9733762831638586,1.0 WELQRATE,LightGBM_Ranker,AID485290,AUPRC,0.014421603231039342,1.0 WELQRATE,LightGBM_Ranker,AID485290,accuracy,0.5006313468139216,1.0 WELQRATE,LightGBM_Ranker,AID485290,F1 score,0.00552505755268284,1.0 WELQRATE,LightGBM_Ranker,AID485290,recall,0.6446280991735537,1.0 WELQRATE,LightGBM_Ranker,AID485290,precision,0.0027744184392117805,1.0 WELQRATE,LightGBM_Ranker,AID485290,MCC,0.013433515047372646,1.0 WELQRATE,RandomForest,AID485290,AUROC,0.7638441539454635,2.0 WELQRATE,RandomForest,AID485290,BEDROC,0.41125292455621043,2.0 WELQRATE,RandomForest,AID485290,Enrichment factor 1%,24.545278020290816,2.0 WELQRATE,RandomForest,AID485290,Enrichment factor 5%,8.981293849603395,2.0 WELQRATE,RandomForest,AID485290,RIE,8.05484037045882,2.0 WELQRATE,RandomForest,AID485290,AUPRC,0.04768805158864477,2.0 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,0.8007355426547078,2.0 WELQRATE,LogisticRegression,AID485290,BEDROC,0.36846181987159826,2.0 WELQRATE,LogisticRegression,AID485290,Enrichment factor 1%,19.46694463678237,2.0 WELQRATE,LogisticRegression,AID485290,Enrichment factor 5%,8.472918726040938,2.0 WELQRATE,LogisticRegression,AID485290,RIE,7.216729575063101,2.0 WELQRATE,LogisticRegression,AID485290,AUPRC,0.0277562964562954,2.0 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,0.6907574846347236,2.0 WELQRATE,LightGBM_Ranker,AID485290,BEDROC,0.19814948755687714,2.0 WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 1%,8.463888972514074,2.0 WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 5%,4.9142928611037435,2.0 WELQRATE,LightGBM_Ranker,AID485290,RIE,3.880975442187887,2.0 WELQRATE,LightGBM_Ranker,AID485290,AUPRC,0.006555669571771694,2.0 WELQRATE,LightGBM_Ranker,AID485290,accuracy,0.5010048195770865,2.0 WELQRATE,LightGBM_Ranker,AID485290,F1 score,0.006163219042221593,2.0 WELQRATE,LightGBM_Ranker,AID485290,recall,0.7372881355932204,2.0 WELQRATE,LightGBM_Ranker,AID485290,precision,0.0030945436437362166,2.0 WELQRATE,LightGBM_Ranker,AID485290,MCC,0.021764028886592724,2.0 WELQRATE,RandomForest,AID485290,AUROC,0.7323823131359806,3.0 WELQRATE,RandomForest,AID485290,BEDROC,0.37439914079912223,3.0 WELQRATE,RandomForest,AID485290,Enrichment factor 1%,25.35260281459216,3.0 WELQRATE,RandomForest,AID485290,Enrichment factor 5%,7.9984352773826455,3.0 WELQRATE,RandomForest,AID485290,RIE,7.317500390725393,3.0 WELQRATE,RandomForest,AID485290,AUPRC,0.060544089259850796,3.0 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,0.8244498393636525,3.0 WELQRATE,LogisticRegression,AID485290,BEDROC,0.4083769417793465,3.0 WELQRATE,LogisticRegression,AID485290,Enrichment factor 1%,23.8160814318896,3.0 WELQRATE,LogisticRegression,AID485290,Enrichment factor 5%,8.92133165554218,3.0 WELQRATE,LogisticRegression,AID485290,RIE,7.981584635108377,3.0 WELQRATE,LogisticRegression,AID485290,AUPRC,0.04765445483627954,3.0 WELQRATE,LogisticRegression,AID485290,accuracy,0.9977058101691298,3.0 WELQRATE,LogisticRegression,AID485290,F1 score,0.015267175572519083,3.0 WELQRATE,LogisticRegression,AID485290,recall,0.007692307692307693,3.0 WELQRATE,LogisticRegression,AID485290,precision,1.0,3.0 WELQRATE,LogisticRegression,AID485290,MCC,0.0876051354908259,3.0 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,0.6635612591476332,3.0 WELQRATE,LightGBM_Ranker,AID485290,BEDROC,0.1481840652533869,3.0 WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 1%,5.377824839458943,3.0 WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 5%,2.768689134478608,3.0 WELQRATE,LightGBM_Ranker,AID485290,RIE,2.8962058049085093,3.0 WELQRATE,LightGBM_Ranker,AID485290,AUPRC,0.006388356186670057,3.0 WELQRATE,LightGBM_Ranker,AID485290,accuracy,0.5010048195770865,3.0 WELQRATE,LightGBM_Ranker,AID485290,F1 score,0.0065854694802435915,3.0 WELQRATE,LightGBM_Ranker,AID485290,recall,0.7153846153846154,3.0 WELQRATE,LightGBM_Ranker,AID485290,precision,0.003307960446752508,3.0 WELQRATE,LightGBM_Ranker,AID485290,MCC,0.020737515356400407,3.0 WELQRATE,RandomForest,AID485290,AUROC,0.7432536960381902,4.0 WELQRATE,RandomForest,AID485290,BEDROC,0.41561250469835326,4.0 WELQRATE,RandomForest,AID485290,Enrichment factor 1%,30.855348091669192,4.0 WELQRATE,RandomForest,AID485290,Enrichment factor 5%,8.941340249106617,4.0 WELQRATE,RandomForest,AID485290,RIE,8.133043954071455,4.0 WELQRATE,RandomForest,AID485290,AUPRC,0.11648623828999279,4.0 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,0.8006431061530164,4.0 WELQRATE,LogisticRegression,AID485290,BEDROC,0.4044293507625612,4.0 WELQRATE,LogisticRegression,AID485290,Enrichment factor 1%,28.419399558116364,4.0 WELQRATE,LogisticRegression,AID485290,Enrichment factor 5%,8.778770426395585,4.0 WELQRATE,LogisticRegression,AID485290,RIE,7.914202891770601,4.0 WELQRATE,LogisticRegression,AID485290,AUPRC,0.03182932532591444,4.0 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,0.5880601584863031,4.0 WELQRATE,LightGBM_Ranker,AID485290,BEDROC,0.12195711159336131,4.0 WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 1%,6.495862756140883,4.0 WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 5%,2.2759775179544115,4.0 WELQRATE,LightGBM_Ranker,AID485290,RIE,2.3865561075800326,4.0 WELQRATE,LightGBM_Ranker,AID485290,AUPRC,0.004541130655072417,4.0 WELQRATE,LightGBM_Ranker,AID485290,accuracy,0.5004712870582796,4.0 WELQRATE,LightGBM_Ranker,AID485290,F1 score,0.00524153562827596,4.0 WELQRATE,LightGBM_Ranker,AID485290,recall,0.6016260162601627,4.0 WELQRATE,LightGBM_Ranker,AID485290,precision,0.0026322341977021305,4.0 WELQRATE,LightGBM_Ranker,AID485290,MCC,0.009519119664474067,4.0 WELQRATE,RandomForest,AID485290,AUROC,0.7448896468357545,5.0 WELQRATE,RandomForest,AID485290,BEDROC,0.39808598171728077,5.0 WELQRATE,RandomForest,AID485290,Enrichment factor 1%,28.169558682880176,5.0 WELQRATE,RandomForest,AID485290,Enrichment factor 5%,8.88715030820294,5.0 WELQRATE,RandomForest,AID485290,RIE,7.7983284352903,5.0 WELQRATE,RandomForest,AID485290,AUPRC,0.05813909711656027,5.0 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,0.8161118239711054,5.0 WELQRATE,LogisticRegression,AID485290,BEDROC,0.3942533308171033,5.0 WELQRATE,LogisticRegression,AID485290,Enrichment factor 1%,24.75506672131894,5.0 WELQRATE,LogisticRegression,AID485290,Enrichment factor 5%,8.88715030820294,5.0 WELQRATE,LogisticRegression,AID485290,RIE,7.723248498521026,5.0 WELQRATE,LogisticRegression,AID485290,AUPRC,0.03138444714777686,5.0 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,0.6860920253510074,5.0 WELQRATE,LightGBM_Ranker,AID485290,BEDROC,0.16915944441452807,5.0 WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 1%,5.975360932732158,5.0 WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 5%,3.4181347339242074,5.0 WELQRATE,LightGBM_Ranker,AID485290,RIE,3.313758774979317,5.0 WELQRATE,LightGBM_Ranker,AID485290,AUPRC,0.007246855506357721,5.0 WELQRATE,LightGBM_Ranker,AID485290,accuracy,0.5010937416635544,5.0 WELQRATE,LightGBM_Ranker,AID485290,F1 score,0.006305125571180617,5.0 WELQRATE,LightGBM_Ranker,AID485290,recall,0.7606837606837606,5.0 WELQRATE,LightGBM_Ranker,AID485290,precision,0.0031656825780749806,5.0 WELQRATE,LightGBM_Ranker,AID485290,MCC,0.023808050986975665,5.0 WELQRATE,RandomForest,AID488997,AUROC,0.7055598906402631,1.0 WELQRATE,RandomForest,AID488997,BEDROC,0.45862943449505233,1.0 WELQRATE,RandomForest,AID488997,Enrichment factor 1%,28.84590542099193,1.0 WELQRATE,RandomForest,AID488997,Enrichment factor 5%,9.776761376761376,1.0 WELQRATE,RandomForest,AID488997,RIE,9.101439746396016,1.0 WELQRATE,RandomForest,AID488997,AUPRC,0.10265900198340673,1.0 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,0.7623360133790348,1.0 WELQRATE,LogisticRegression,AID488997,BEDROC,0.2770174382869777,1.0 WELQRATE,LogisticRegression,AID488997,Enrichment factor 1%,15.532410611303344,1.0 WELQRATE,LogisticRegression,AID488997,Enrichment factor 5%,6.221575421575422,1.0 WELQRATE,LogisticRegression,AID488997,RIE,5.49737400433331,1.0 WELQRATE,LogisticRegression,AID488997,AUPRC,0.005803034804737064,1.0 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,0.5297652696133683,1.0 WELQRATE,LightGBM_Ranker,AID488997,BEDROC,0.01716485283848948,1.0 WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 1%,0.0,1.0 WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 5%,0.0,1.0 WELQRATE,LightGBM_Ranker,AID488997,RIE,0.34063424729472763,1.0 WELQRATE,LightGBM_Ranker,AID488997,AUPRC,0.0008301164911843551,1.0 WELQRATE,LightGBM_Ranker,AID488997,accuracy,0.500086634092248,1.0 WELQRATE,LightGBM_Ranker,AID488997,F1 score,0.0017299840841464259,1.0 WELQRATE,LightGBM_Ranker,AID488997,recall,0.5555555555555556,1.0 WELQRATE,LightGBM_Ranker,AID488997,precision,0.0008663409224798143,1.0 WELQRATE,LightGBM_Ranker,AID488997,MCC,0.003103791483386868,1.0 WELQRATE,RandomForest,AID488997,AUROC,0.7432859932426357,2.0 WELQRATE,RandomForest,AID488997,BEDROC,0.4711279725533477,2.0 WELQRATE,RandomForest,AID488997,Enrichment factor 1%,24.038254517493275,2.0 WELQRATE,RandomForest,AID488997,Enrichment factor 5%,11.480287980287981,2.0 WELQRATE,RandomForest,AID488997,RIE,9.334944845843962,2.0 WELQRATE,RandomForest,AID488997,AUPRC,0.059164598359334186,2.0 WELQRATE,RandomForest,AID488997,accuracy,0.9990643518037218,2.0 WELQRATE,RandomForest,AID488997,F1 score,0.03571428571428571,2.0 WELQRATE,RandomForest,AID488997,recall,0.018518518518518517,2.0 WELQRATE,RandomForest,AID488997,precision,0.5,2.0 WELQRATE,RandomForest,AID488997,MCC,0.09609160797281635,2.0 WELQRATE,LogisticRegression,AID488997,AUROC,0.7912282730180753,2.0 WELQRATE,LogisticRegression,AID488997,BEDROC,0.253212295652522,2.0 WELQRATE,LogisticRegression,AID488997,Enrichment factor 1%,7.396386005382545,2.0 WELQRATE,LogisticRegression,AID488997,Enrichment factor 5%,6.295641795641796,2.0 WELQRATE,LogisticRegression,AID488997,RIE,5.017156613442021,2.0 WELQRATE,LogisticRegression,AID488997,AUPRC,0.025590514974382354,2.0 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,0.6092643979393892,2.0 WELQRATE,LightGBM_Ranker,AID488997,BEDROC,0.053952588473141015,2.0 WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 1%,0.0,2.0 WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 5%,0.7406637406637406,2.0 WELQRATE,LightGBM_Ranker,AID488997,RIE,1.0690183652583347,2.0 WELQRATE,LightGBM_Ranker,AID488997,AUPRC,0.0012645261610669326,2.0 WELQRATE,LightGBM_Ranker,AID488997,accuracy,0.5004504972796895,2.0 WELQRATE,LightGBM_Ranker,AID488997,F1 score,0.002767112863615925,2.0 WELQRATE,LightGBM_Ranker,AID488997,recall,0.7407407407407407,2.0 WELQRATE,LightGBM_Ranker,AID488997,precision,0.0013861454759677028,2.0 WELQRATE,LightGBM_Ranker,AID488997,MCC,0.014734627090390298,2.0 WELQRATE,RandomForest,AID488997,AUROC,0.8411245694060672,3.0 WELQRATE,RandomForest,AID488997,BEDROC,0.6063704086799145,3.0 WELQRATE,RandomForest,AID488997,Enrichment factor 1%,38.53906392278273,3.0 WELQRATE,RandomForest,AID488997,Enrichment factor 5%,15.086150928256192,3.0 WELQRATE,RandomForest,AID488997,RIE,12.008419191263258,3.0 WELQRATE,RandomForest,AID488997,AUPRC,0.10140831152836687,3.0 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,0.8310853142708132,3.0 WELQRATE,LogisticRegression,AID488997,BEDROC,0.33232662374937544,3.0 WELQRATE,LogisticRegression,AID488997,Enrichment factor 1%,17.517756328537608,3.0 WELQRATE,LogisticRegression,AID488997,Enrichment factor 5%,8.069336543020754,3.0 WELQRATE,LogisticRegression,AID488997,RIE,6.581319537833095,3.0 WELQRATE,LogisticRegression,AID488997,AUPRC,0.045370488180225585,3.0 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,0.46326262783934874,3.0 WELQRATE,LightGBM_Ranker,AID488997,BEDROC,0.03181340657189104,3.0 WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 1%,0.0,3.0 WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 5%,1.0525221577853157,3.0 WELQRATE,LightGBM_Ranker,AID488997,RIE,0.6300253780020648,3.0 WELQRATE,LightGBM_Ranker,AID488997,AUPRC,0.0008960043589431092,3.0 WELQRATE,LightGBM_Ranker,AID488997,accuracy,0.49998267318155043,3.0 WELQRATE,LightGBM_Ranker,AID488997,F1 score,0.0019367780314034724,3.0 WELQRATE,LightGBM_Ranker,AID488997,recall,0.49122807017543857,3.0 WELQRATE,LightGBM_Ranker,AID488997,precision,0.000970301833177392,3.0 WELQRATE,LightGBM_Ranker,AID488997,MCC,-0.0005516156147905788,3.0 WELQRATE,RandomForest,AID488997,AUROC,0.7702233939225753,4.0 WELQRATE,RandomForest,AID488997,BEDROC,0.5144284680962096,4.0 WELQRATE,RandomForest,AID488997,Enrichment factor 1%,27.545161675217752,4.0 WELQRATE,RandomForest,AID488997,Enrichment factor 5%,12.412502688364757,4.0 WELQRATE,RandomForest,AID488997,RIE,10.185863115154557,4.0 WELQRATE,RandomForest,AID488997,AUPRC,0.09318003923147558,4.0 WELQRATE,RandomForest,AID488997,accuracy,0.9990296981668226,4.0 WELQRATE,RandomForest,AID488997,F1 score,0.06666666666666667,4.0 WELQRATE,RandomForest,AID488997,recall,0.034482758620689655,4.0 WELQRATE,RandomForest,AID488997,precision,1.0,4.0 WELQRATE,RandomForest,AID488997,MCC,0.185605222925654,4.0 WELQRATE,LogisticRegression,AID488997,AUROC,0.8549694860839318,4.0 WELQRATE,LogisticRegression,AID488997,BEDROC,0.38828226211461325,4.0 WELQRATE,LogisticRegression,AID488997,Enrichment factor 1%,15.494153442309987,4.0 WELQRATE,LogisticRegression,AID488997,Enrichment factor 5%,7.930210050899706,4.0 WELQRATE,LogisticRegression,AID488997,RIE,7.688124243651087,4.0 WELQRATE,LogisticRegression,AID488997,AUPRC,0.04419070607517814,4.0 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,0.5954476430960322,4.0 WELQRATE,LightGBM_Ranker,AID488997,BEDROC,0.10628672772195213,4.0 WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 1%,6.886290418804438,4.0 WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 5%,2.068750448060793,4.0 WELQRATE,LightGBM_Ranker,AID488997,RIE,2.104514317675963,4.0 WELQRATE,LightGBM_Ranker,AID488997,AUPRC,0.0019248248047206281,4.0 WELQRATE,LightGBM_Ranker,AID488997,accuracy,0.5002425754582943,4.0 WELQRATE,LightGBM_Ranker,AID488997,F1 score,0.002490057063807712,4.0 WELQRATE,LightGBM_Ranker,AID488997,recall,0.6206896551724138,4.0 WELQRATE,LightGBM_Ranker,AID488997,precision,0.0012475309283709326,4.0 WELQRATE,LightGBM_Ranker,AID488997,MCC,0.007655821241158336,4.0 WELQRATE,RandomForest,AID488997,AUROC,0.6597189194723526,5.0 WELQRATE,RandomForest,AID488997,BEDROC,0.39262888561204723,5.0 WELQRATE,RandomForest,AID488997,Enrichment factor 1%,23.774097874443896,5.0 WELQRATE,RandomForest,AID488997,Enrichment factor 5%,8.094396594396594,5.0 WELQRATE,RandomForest,AID488997,RIE,7.795708709407159,5.0 WELQRATE,RandomForest,AID488997,AUPRC,0.04586041428947124,5.0 WELQRATE,RandomForest,AID488997,accuracy,0.9992549468066674,5.0 WELQRATE,RandomForest,AID488997,F1 score,0.044444444444444446,5.0 WELQRATE,RandomForest,AID488997,recall,0.023809523809523808,5.0 WELQRATE,RandomForest,AID488997,precision,0.3333333333333333,5.0 WELQRATE,RandomForest,AID488997,MCC,0.08892726125711412,5.0 WELQRATE,LogisticRegression,AID488997,AUROC,0.8011406046674461,5.0 WELQRATE,LogisticRegression,AID488997,BEDROC,0.3262697877690252,5.0 WELQRATE,LogisticRegression,AID488997,Enrichment factor 1%,19.019278299555115,5.0 WELQRATE,LogisticRegression,AID488997,Enrichment factor 5%,8.57053757053757,5.0 WELQRATE,LogisticRegression,AID488997,RIE,6.478138318626299,5.0 WELQRATE,LogisticRegression,AID488997,AUPRC,0.0351933655620353,5.0 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,0.6554214226264788,5.0 WELQRATE,LightGBM_Ranker,AID488997,BEDROC,0.12789336014266137,5.0 WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 1%,4.754819574888779,5.0 WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 5%,2.856845856845857,5.0 WELQRATE,LightGBM_Ranker,AID488997,RIE,2.5393429497127054,5.0 WELQRATE,LightGBM_Ranker,AID488997,AUPRC,0.0017627467867926156,5.0 WELQRATE,LightGBM_Ranker,AID488997,accuracy,0.5003638631874415,5.0 WELQRATE,LightGBM_Ranker,AID488997,F1 score,0.0021454771956536784,5.0 WELQRATE,LightGBM_Ranker,AID488997,recall,0.7380952380952381,5.0 WELQRATE,LightGBM_Ranker,AID488997,precision,0.0010742999722761297,5.0 WELQRATE,LightGBM_Ranker,AID488997,MCC,0.012851518569097149,5.0 DUD-AD,RandomForest,abl1,AUROC,0.8959031657355679, DUD-AD,RandomForest,abl1,BEDROC,0.7408982661891799, DUD-AD,RandomForest,abl1,Enrichment factor 1%,22.188034188034187, DUD-AD,RandomForest,abl1,Enrichment factor 5%,14.200341880341881, DUD-AD,RandomForest,abl1,RIE,10.687827368175357, DUD-AD,RandomForest,abl1,AUPRC,0.6169986702726311, DUD-AD,RandomForest,abl1,accuracy,0.9714946070878274, DUD-AD,RandomForest,abl1,F1 score,0.3018867924528302, DUD-AD,RandomForest,abl1,recall,0.17777777777777778, DUD-AD,RandomForest,abl1,precision,1.0, DUD-AD,RandomForest,abl1,MCC,0.41554629734466986, DUD-AD,LogisticRegression,abl1,AUROC,0.8872572492684225, DUD-AD,LogisticRegression,abl1,BEDROC,0.6656147248590848, DUD-AD,LogisticRegression,abl1,Enrichment factor 1%,26.625641025641027, DUD-AD,LogisticRegression,abl1,Enrichment factor 5%,12.869059829059829, DUD-AD,LogisticRegression,abl1,RIE,9.60182470675511, DUD-AD,LogisticRegression,abl1,AUPRC,0.5315779761084386, DUD-AD,LogisticRegression,abl1,accuracy,0.9730354391371341, DUD-AD,LogisticRegression,abl1,F1 score,0.38596491228070173, DUD-AD,LogisticRegression,abl1,recall,0.24444444444444444, DUD-AD,LogisticRegression,abl1,precision,0.9166666666666666, DUD-AD,LogisticRegression,abl1,MCC,0.46572613774624155, 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,0.6499246253436196, DUD-AD,LightGBM_Ranker,abl1,BEDROC,0.27042024316516866, 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,3.9009470472364542, DUD-AD,LightGBM_Ranker,abl1,AUPRC,0.1873416074019764, DUD-AD,LightGBM_Ranker,abl1,accuracy,0.5115562403697997, DUD-AD,LightGBM_Ranker,abl1,F1 score,0.08645533141210375, DUD-AD,LightGBM_Ranker,abl1,recall,0.6666666666666666, DUD-AD,LightGBM_Ranker,abl1,precision,0.046224961479198766, DUD-AD,LightGBM_Ranker,abl1,MCC,0.0631697948772702, DUD-AD,RandomForest,aces,AUROC,0.9717014284628828, DUD-AD,RandomForest,aces,BEDROC,0.9386068875399918, DUD-AD,RandomForest,aces,Enrichment factor 1%,16.658536585365855, DUD-AD,RandomForest,aces,Enrichment factor 5%,15.451396253092966, DUD-AD,RandomForest,aces,RIE,10.929156841244037, DUD-AD,RandomForest,aces,AUPRC,0.9070894385010232, DUD-AD,RandomForest,aces,accuracy,0.9663250366032211, DUD-AD,RandomForest,aces,F1 score,0.6101694915254238, DUD-AD,RandomForest,aces,recall,0.43902439024390244, DUD-AD,RandomForest,aces,precision,1.0, DUD-AD,RandomForest,aces,MCC,0.6510300208323273, DUD-AD,LogisticRegression,aces,AUROC,0.9885172099384545, DUD-AD,LogisticRegression,aces,BEDROC,0.9600278758381985, DUD-AD,LogisticRegression,aces,Enrichment factor 1%,16.658536585365855, DUD-AD,LogisticRegression,aces,Enrichment factor 5%,15.934252386002122, DUD-AD,LogisticRegression,aces,RIE,11.17858324350628, DUD-AD,LogisticRegression,aces,AUPRC,0.9412809873625044, DUD-AD,LogisticRegression,aces,accuracy,0.986090775988287, DUD-AD,LogisticRegression,aces,F1 score,0.8741721854304636, DUD-AD,LogisticRegression,aces,recall,0.8048780487804879, DUD-AD,LogisticRegression,aces,precision,0.9565217391304348, DUD-AD,LogisticRegression,aces,MCC,0.8704873377869641, 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,0.6114751918547223, DUD-AD,LightGBM_Ranker,aces,BEDROC,0.3670173173494738, DUD-AD,LightGBM_Ranker,aces,Enrichment factor 1%,13.088850174216027, DUD-AD,LightGBM_Ranker,aces,Enrichment factor 5%,4.828561329091552, DUD-AD,LightGBM_Ranker,aces,RIE,4.273556825105745, DUD-AD,LightGBM_Ranker,aces,AUPRC,0.2602345882356252, DUD-AD,LightGBM_Ranker,aces,accuracy,0.513177159590044, DUD-AD,LightGBM_Ranker,aces,F1 score,0.13071895424836602, DUD-AD,LightGBM_Ranker,aces,recall,0.6097560975609756, DUD-AD,LightGBM_Ranker,aces,precision,0.07320644216691069, DUD-AD,LightGBM_Ranker,aces,MCC,0.055473180577571356, DUD-AD,RandomForest,adrb1,AUROC,0.9526687056037885, DUD-AD,RandomForest,adrb1,BEDROC,0.8570773085427978, DUD-AD,RandomForest,adrb1,Enrichment factor 1%,25.4389880952381, DUD-AD,RandomForest,adrb1,Enrichment factor 5%,17.43371212121212, DUD-AD,RandomForest,adrb1,RIE,12.165387009908489, DUD-AD,RandomForest,adrb1,AUPRC,0.7732695771130181, DUD-AD,RandomForest,adrb1,accuracy,0.9809885931558935, DUD-AD,RandomForest,adrb1,F1 score,0.7058823529411765, DUD-AD,RandomForest,adrb1,recall,0.625, DUD-AD,RandomForest,adrb1,precision,0.8108108108108109, DUD-AD,RandomForest,adrb1,MCC,0.7025326590786343, DUD-AD,LogisticRegression,adrb1,AUROC,0.9791995527492765, DUD-AD,LogisticRegression,adrb1,BEDROC,0.8754479771342053, DUD-AD,LogisticRegression,adrb1,Enrichment factor 1%,25.4389880952381, DUD-AD,LogisticRegression,adrb1,Enrichment factor 5%,17.018623737373737, DUD-AD,LogisticRegression,adrb1,RIE,12.426140957892377, DUD-AD,LogisticRegression,adrb1,AUPRC,0.7906093495877856, DUD-AD,LogisticRegression,adrb1,accuracy,0.9832699619771863, DUD-AD,LogisticRegression,adrb1,F1 score,0.7441860465116279, DUD-AD,LogisticRegression,adrb1,recall,0.6666666666666666, DUD-AD,LogisticRegression,adrb1,precision,0.8421052631578947, DUD-AD,LogisticRegression,adrb1,MCC,0.741027706694846, 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,0.9074585635359116, DUD-AD,LightGBM_Ranker,adrb1,BEDROC,0.7451980821369334, DUD-AD,LightGBM_Ranker,adrb1,Enrichment factor 1%,21.52529761904762, DUD-AD,LightGBM_Ranker,adrb1,Enrichment factor 5%,13.697916666666666, DUD-AD,LightGBM_Ranker,adrb1,RIE,10.577369141230726, DUD-AD,LightGBM_Ranker,adrb1,AUPRC,0.6089243311112175, DUD-AD,LightGBM_Ranker,adrb1,accuracy,0.529277566539924, DUD-AD,LightGBM_Ranker,adrb1,F1 score,0.12198581560283688, DUD-AD,LightGBM_Ranker,adrb1,recall,0.8958333333333334, DUD-AD,LightGBM_Ranker,adrb1,precision,0.0654490106544901, DUD-AD,LightGBM_Ranker,adrb1,MCC,0.15423813627787142, DUD-AD,RandomForest,adrb2,AUROC,0.9366622950819674, DUD-AD,RandomForest,adrb2,BEDROC,0.8995123015601804, DUD-AD,RandomForest,adrb2,Enrichment factor 1%,21.491803278688526, DUD-AD,RandomForest,adrb2,Enrichment factor 5%,16.932935916542476, DUD-AD,RandomForest,adrb2,RIE,11.709051976038785, DUD-AD,RandomForest,adrb2,AUPRC,0.8486759764290757, DUD-AD,RandomForest,adrb2,accuracy,0.9778794813119756, DUD-AD,RandomForest,adrb2,F1 score,0.7070707070707071, DUD-AD,RandomForest,adrb2,recall,0.5737704918032787, DUD-AD,RandomForest,adrb2,precision,0.9210526315789473, DUD-AD,RandomForest,adrb2,MCC,0.7173510387847836, DUD-AD,LogisticRegression,adrb2,AUROC,0.9727868852459016, DUD-AD,LogisticRegression,adrb2,BEDROC,0.8930640063822392, DUD-AD,LogisticRegression,adrb2,Enrichment factor 1%,21.491803278688526, DUD-AD,LogisticRegression,adrb2,Enrichment factor 5%,16.28166915052161, DUD-AD,LogisticRegression,adrb2,RIE,11.625113798844717, DUD-AD,LogisticRegression,adrb2,AUPRC,0.8464005580140748, DUD-AD,LogisticRegression,adrb2,accuracy,0.9778794813119756, DUD-AD,LogisticRegression,adrb2,F1 score,0.7128712871287128, DUD-AD,LogisticRegression,adrb2,recall,0.5901639344262295, DUD-AD,LogisticRegression,adrb2,precision,0.9, DUD-AD,LogisticRegression,adrb2,MCC,0.718833933274354, 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,0.8495213114754099, DUD-AD,LightGBM_Ranker,adrb2,BEDROC,0.41438150441469296, DUD-AD,LightGBM_Ranker,adrb2,Enrichment factor 1%,13.81615925058548, DUD-AD,LightGBM_Ranker,adrb2,Enrichment factor 5%,5.8614008941877795, DUD-AD,LightGBM_Ranker,adrb2,RIE,5.394050306698557, DUD-AD,LightGBM_Ranker,adrb2,AUPRC,0.32125224490165893, DUD-AD,LightGBM_Ranker,adrb2,accuracy,0.5408085430968727, DUD-AD,LightGBM_Ranker,adrb2,F1 score,0.15921787709497207, DUD-AD,LightGBM_Ranker,adrb2,recall,0.9344262295081968, DUD-AD,LightGBM_Ranker,adrb2,precision,0.08702290076335878, DUD-AD,LightGBM_Ranker,adrb2,MCC,0.19210434033378018, DUD-AD,RandomForest,akt1,AUROC,0.9404194742336528, DUD-AD,RandomForest,akt1,BEDROC,0.8436961306582041, DUD-AD,RandomForest,akt1,Enrichment factor 1%,30.03135888501742, DUD-AD,RandomForest,akt1,Enrichment factor 5%,16.412085911903894, DUD-AD,RandomForest,akt1,RIE,12.584331197850311, DUD-AD,RandomForest,akt1,AUPRC,0.7736856298260696, DUD-AD,RandomForest,akt1,accuracy,0.9841628959276018, DUD-AD,RandomForest,akt1,F1 score,0.6666666666666666, DUD-AD,RandomForest,akt1,recall,0.5121951219512195, DUD-AD,RandomForest,akt1,precision,0.9545454545454546, DUD-AD,RandomForest,akt1,MCC,0.6930561816354508, DUD-AD,LogisticRegression,akt1,AUROC,0.9319730473569328, DUD-AD,LogisticRegression,akt1,BEDROC,0.8522198974510072, DUD-AD,LogisticRegression,akt1,Enrichment factor 1%,32.34146341463415, DUD-AD,LogisticRegression,akt1,Enrichment factor 5%,16.412085911903894, DUD-AD,LogisticRegression,akt1,RIE,12.711469275162381, DUD-AD,LogisticRegression,akt1,AUPRC,0.7968088439996868, DUD-AD,LogisticRegression,akt1,accuracy,0.9856711915535445, DUD-AD,LogisticRegression,akt1,F1 score,0.7076923076923077, DUD-AD,LogisticRegression,akt1,recall,0.5609756097560976, DUD-AD,LogisticRegression,akt1,precision,0.9583333333333334, DUD-AD,LogisticRegression,akt1,MCC,0.727400286506622, 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,0.6088545126696403, DUD-AD,LightGBM_Ranker,akt1,BEDROC,0.3324819839500015, DUD-AD,LightGBM_Ranker,akt1,Enrichment factor 1%,18.480836236933797, DUD-AD,LightGBM_Ranker,akt1,Enrichment factor 5%,5.792500910083728, DUD-AD,LightGBM_Ranker,akt1,RIE,4.959206615360756, DUD-AD,LightGBM_Ranker,akt1,AUPRC,0.24189314041922808, 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,0.9905549608039508, DUD-AD,RandomForest,akt2,BEDROC,0.9353593880805725, DUD-AD,RandomForest,akt2,Enrichment factor 1%,51.451505016722415, DUD-AD,RandomForest,akt2,Enrichment factor 5%,18.86555183946488, DUD-AD,RandomForest,akt2,RIE,15.71883057924607, DUD-AD,RandomForest,akt2,AUPRC,0.8680402439902626, DUD-AD,RandomForest,akt2,accuracy,0.9875195007800313, DUD-AD,RandomForest,akt2,F1 score,0.4666666666666667, DUD-AD,RandomForest,akt2,recall,0.30434782608695654, DUD-AD,RandomForest,akt2,precision,1.0, DUD-AD,RandomForest,akt2,MCC,0.5482048515379875, DUD-AD,LogisticRegression,akt2,AUROC,0.9877404427254205, DUD-AD,LogisticRegression,akt2,BEDROC,0.9174973418084835, DUD-AD,LogisticRegression,akt2,Enrichment factor 1%,47.163879598662206, DUD-AD,LogisticRegression,akt2,Enrichment factor 5%,18.008026755852843, DUD-AD,LogisticRegression,akt2,RIE,15.418656676207553, DUD-AD,LogisticRegression,akt2,AUPRC,0.837600553718818, DUD-AD,LogisticRegression,akt2,accuracy,0.9890795631825273, DUD-AD,LogisticRegression,akt2,F1 score,0.5882352941176471, DUD-AD,LogisticRegression,akt2,recall,0.43478260869565216, DUD-AD,LogisticRegression,akt2,precision,0.9090909090909091, DUD-AD,LogisticRegression,akt2,MCC,0.6245766071491413, 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,0.8596194357150256, DUD-AD,LightGBM_Ranker,akt2,BEDROC,0.6036515902641194, DUD-AD,LightGBM_Ranker,akt2,Enrichment factor 1%,34.30100334448161, DUD-AD,LightGBM_Ranker,akt2,Enrichment factor 5%,11.14782608695652, DUD-AD,LightGBM_Ranker,akt2,RIE,10.144439895102408, DUD-AD,LightGBM_Ranker,akt2,AUPRC,0.4737693904188054, DUD-AD,LightGBM_Ranker,akt2,accuracy,0.5132605304212169, DUD-AD,LightGBM_Ranker,akt2,F1 score,0.060240963855421686, DUD-AD,LightGBM_Ranker,akt2,recall,0.8695652173913043, DUD-AD,LightGBM_Ranker,akt2,precision,0.031201248049921998, DUD-AD,LightGBM_Ranker,akt2,MCC,0.09990152972018179, DUD-AD,RandomForest,aldr,AUROC,0.9633592636211491, DUD-AD,RandomForest,aldr,BEDROC,0.8933480413170202, DUD-AD,RandomForest,aldr,Enrichment factor 1%,24.865384615384617, DUD-AD,RandomForest,aldr,Enrichment factor 5%,16.831952662721893, DUD-AD,RandomForest,aldr,RIE,12.275434488444624, DUD-AD,RandomForest,aldr,AUPRC,0.8487713244397602, DUD-AD,RandomForest,aldr,accuracy,0.974477958236659, DUD-AD,RandomForest,aldr,F1 score,0.5352112676056338, DUD-AD,RandomForest,aldr,recall,0.36538461538461536, DUD-AD,RandomForest,aldr,precision,1.0, DUD-AD,RandomForest,aldr,MCC,0.5965904614745164, DUD-AD,LogisticRegression,aldr,AUROC,0.9664817454906094, DUD-AD,LogisticRegression,aldr,BEDROC,0.8702459895636704, DUD-AD,LogisticRegression,aldr,Enrichment factor 1%,24.865384615384617, DUD-AD,LogisticRegression,aldr,Enrichment factor 5%,16.066863905325445, DUD-AD,LogisticRegression,aldr,RIE,11.957990773040793, DUD-AD,LogisticRegression,aldr,AUPRC,0.8139308859471548, DUD-AD,LogisticRegression,aldr,accuracy,0.982985305491106, DUD-AD,LogisticRegression,aldr,F1 score,0.7608695652173914, DUD-AD,LogisticRegression,aldr,recall,0.6730769230769231, DUD-AD,LogisticRegression,aldr,precision,0.875, DUD-AD,LogisticRegression,aldr,MCC,0.7591703753058558, 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,0.7016673898221037, DUD-AD,LightGBM_Ranker,aldr,BEDROC,0.33418027256732635, DUD-AD,LightGBM_Ranker,aldr,Enrichment factor 1%,13.38905325443787, DUD-AD,LightGBM_Ranker,aldr,Enrichment factor 5%,4.590532544378698, DUD-AD,LightGBM_Ranker,aldr,RIE,4.591948366038417, DUD-AD,LightGBM_Ranker,aldr,AUPRC,0.2340564076885081, DUD-AD,LightGBM_Ranker,aldr,accuracy,0.5189481825212684, DUD-AD,LightGBM_Ranker,aldr,F1 score,0.10888252148997135, DUD-AD,LightGBM_Ranker,aldr,recall,0.7307692307692307, DUD-AD,LightGBM_Ranker,aldr,precision,0.058823529411764705, DUD-AD,LightGBM_Ranker,aldr,MCC,0.09463481614573022, DUD-AD,RandomForest,ampc,AUROC,0.9148823443437591, DUD-AD,RandomForest,ampc,BEDROC,0.7216554489051792, DUD-AD,RandomForest,ampc,Enrichment factor 1%,44.26573426573427, DUD-AD,RandomForest,ampc,Enrichment factor 5%,14.386363636363637, DUD-AD,RandomForest,ampc,RIE,12.191964346029911, DUD-AD,RandomForest,ampc,AUPRC,0.6071031327142584, 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,0.9892209880152003, DUD-AD,LogisticRegression,ampc,BEDROC,0.8792748469776565, DUD-AD,LogisticRegression,ampc,Enrichment factor 1%,48.69230769230769, DUD-AD,LogisticRegression,ampc,Enrichment factor 5%,17.083806818181817, DUD-AD,LogisticRegression,ampc,RIE,14.85485572541053, DUD-AD,LogisticRegression,ampc,AUPRC,0.7661395404847448, DUD-AD,LogisticRegression,ampc,accuracy,0.9881516587677726, DUD-AD,LogisticRegression,ampc,F1 score,0.4827586206896552, DUD-AD,LogisticRegression,ampc,recall,0.3181818181818182, DUD-AD,LogisticRegression,ampc,precision,1.0, DUD-AD,LogisticRegression,ampc,MCC,0.5607057434636487, 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,0.974568839520608, DUD-AD,LightGBM_Ranker,ampc,BEDROC,0.8088141727139073, DUD-AD,LightGBM_Ranker,ampc,Enrichment factor 1%,57.54545454545455, DUD-AD,LightGBM_Ranker,ampc,Enrichment factor 5%,15.285511363636363, DUD-AD,LightGBM_Ranker,ampc,RIE,13.664462129338004, DUD-AD,LightGBM_Ranker,ampc,AUPRC,0.7310970059606027, DUD-AD,LightGBM_Ranker,ampc,accuracy,0.5173775671406003, DUD-AD,LightGBM_Ranker,ampc,F1 score,0.06717557251908397, DUD-AD,LightGBM_Ranker,ampc,recall,1.0, DUD-AD,LightGBM_Ranker,ampc,precision,0.03475513428120063, DUD-AD,LightGBM_Ranker,ampc,MCC,0.13298453842385993, DUD-AD,RandomForest,andr,AUROC,0.9660782465806389, DUD-AD,RandomForest,andr,BEDROC,0.848142704611037, DUD-AD,RandomForest,andr,Enrichment factor 1%,20.0, DUD-AD,RandomForest,andr,Enrichment factor 5%,13.93939393939394, DUD-AD,RandomForest,andr,RIE,10.722568840959207, DUD-AD,RandomForest,andr,AUPRC,0.7844460394341256, DUD-AD,RandomForest,andr,accuracy,0.9712121212121212, DUD-AD,RandomForest,andr,F1 score,0.6122448979591837, DUD-AD,RandomForest,andr,recall,0.45454545454545453, DUD-AD,RandomForest,andr,precision,0.9375, DUD-AD,RandomForest,andr,MCC,0.6418574916252129, DUD-AD,LogisticRegression,andr,AUROC,0.9561886810690639, DUD-AD,LogisticRegression,andr,BEDROC,0.8301428167675343, DUD-AD,LogisticRegression,andr,Enrichment factor 1%,17.142857142857142, DUD-AD,LogisticRegression,andr,Enrichment factor 5%,13.93939393939394, DUD-AD,LogisticRegression,andr,RIE,10.495006858515424, DUD-AD,LogisticRegression,andr,AUPRC,0.7458003848443523, DUD-AD,LogisticRegression,andr,accuracy,0.9734848484848485, DUD-AD,LogisticRegression,andr,F1 score,0.6846846846846847, DUD-AD,LogisticRegression,andr,recall,0.5757575757575758, DUD-AD,LogisticRegression,andr,precision,0.8444444444444444, DUD-AD,LogisticRegression,andr,MCC,0.6848065286294226, 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,0.8492581315547824, DUD-AD,LightGBM_Ranker,andr,BEDROC,0.612693752702138, DUD-AD,LightGBM_Ranker,andr,Enrichment factor 1%,18.571428571428573, DUD-AD,LightGBM_Ranker,andr,Enrichment factor 5%,9.393939393939394, DUD-AD,LightGBM_Ranker,andr,RIE,7.745926390376383, DUD-AD,LightGBM_Ranker,andr,AUPRC,0.4966051642462976, DUD-AD,LightGBM_Ranker,andr,accuracy,0.5363636363636364, DUD-AD,LightGBM_Ranker,andr,F1 score,0.15702479338842976, DUD-AD,LightGBM_Ranker,andr,recall,0.8636363636363636, DUD-AD,LightGBM_Ranker,andr,precision,0.08636363636363636, DUD-AD,LightGBM_Ranker,andr,MCC,0.16684780645131767, DUD-AD,RandomForest,aofb,AUROC,0.951909802116889, DUD-AD,RandomForest,aofb,BEDROC,0.7825865400320463, DUD-AD,RandomForest,aofb,Enrichment factor 1%,24.20754716981132, DUD-AD,RandomForest,aofb,Enrichment factor 5%,12.662409288824383, DUD-AD,RandomForest,aofb,RIE,10.652219782648617, DUD-AD,RandomForest,aofb,AUPRC,0.6966816347260741, DUD-AD,RandomForest,aofb,accuracy,0.9625876851130164, DUD-AD,RandomForest,aofb,F1 score,0.1724137931034483, DUD-AD,RandomForest,aofb,recall,0.09433962264150944, DUD-AD,RandomForest,aofb,precision,1.0, DUD-AD,RandomForest,aofb,MCC,0.30132432764319206, DUD-AD,LogisticRegression,aofb,AUROC,0.9549624175487038, DUD-AD,LogisticRegression,aofb,BEDROC,0.7743521122690794, DUD-AD,LogisticRegression,aofb,Enrichment factor 1%,20.4833091436865, DUD-AD,LogisticRegression,aofb,Enrichment factor 5%,13.034833091436864, DUD-AD,LogisticRegression,aofb,RIE,10.540136416399966, DUD-AD,LogisticRegression,aofb,AUPRC,0.6383770868804349, DUD-AD,LogisticRegression,aofb,accuracy,0.9696024941543258, DUD-AD,LogisticRegression,aofb,F1 score,0.4507042253521127, DUD-AD,LogisticRegression,aofb,recall,0.3018867924528302, DUD-AD,LogisticRegression,aofb,precision,0.8888888888888888, DUD-AD,LogisticRegression,aofb,MCC,0.50805131308122, 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,0.8536892161374444, DUD-AD,LightGBM_Ranker,aofb,BEDROC,0.4733113694911597, DUD-AD,LightGBM_Ranker,aofb,Enrichment factor 1%,18.621190130624093, DUD-AD,LightGBM_Ranker,aofb,Enrichment factor 5%,7.820899854862119, DUD-AD,LightGBM_Ranker,aofb,RIE,6.442503793973912, DUD-AD,LightGBM_Ranker,aofb,AUPRC,0.3656829472818647, DUD-AD,LightGBM_Ranker,aofb,accuracy,0.5385814497272019, DUD-AD,LightGBM_Ranker,aofb,F1 score,0.14697406340057637, DUD-AD,LightGBM_Ranker,aofb,recall,0.9622641509433962, DUD-AD,LightGBM_Ranker,aofb,precision,0.07956318252730109, DUD-AD,LightGBM_Ranker,aofb,MCC,0.1920753790750033, DUD-AD,RandomForest,braf,AUROC,0.9496015002344116, DUD-AD,RandomForest,braf,BEDROC,0.8782285122971135, DUD-AD,RandomForest,braf,Enrichment factor 1%,47.81481481481482, DUD-AD,RandomForest,braf,Enrichment factor 5%,17.654700854700852, DUD-AD,RandomForest,braf,RIE,14.353918313088231, DUD-AD,RandomForest,braf,AUPRC,0.8222064357947366, DUD-AD,RandomForest,braf,accuracy,0.9891556932610379, DUD-AD,RandomForest,braf,F1 score,0.65, DUD-AD,RandomForest,braf,recall,0.48148148148148145, DUD-AD,RandomForest,braf,precision,1.0, DUD-AD,RandomForest,braf,MCC,0.6900775582914052, DUD-AD,LogisticRegression,braf,AUROC,0.9544655414908579, DUD-AD,LogisticRegression,braf,BEDROC,0.8717797436541902, DUD-AD,LogisticRegression,braf,Enrichment factor 1%,44.136752136752136, DUD-AD,LogisticRegression,braf,Enrichment factor 5%,16.91908831908832, DUD-AD,LogisticRegression,braf,RIE,14.248518526251045, DUD-AD,LogisticRegression,braf,AUPRC,0.8096077945916725, 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,0.8241033755274261, DUD-AD,LightGBM_Ranker,braf,BEDROC,0.511595464727126, DUD-AD,LightGBM_Ranker,braf,Enrichment factor 1%,25.74643874643875, DUD-AD,LightGBM_Ranker,braf,Enrichment factor 5%,8.827350427350426, DUD-AD,LightGBM_Ranker,braf,RIE,8.361604555057767, DUD-AD,LightGBM_Ranker,braf,AUPRC,0.38582627906272715, DUD-AD,LightGBM_Ranker,braf,accuracy,0.5151045701006971, DUD-AD,LightGBM_Ranker,braf,F1 score,0.06845238095238096, DUD-AD,LightGBM_Ranker,braf,recall,0.8518518518518519, DUD-AD,LightGBM_Ranker,braf,precision,0.03565891472868217, DUD-AD,LightGBM_Ranker,braf,MCC,0.1029617922441236, DUD-AD,RandomForest,cdk2,AUROC,0.9650413002930989, DUD-AD,RandomForest,cdk2,BEDROC,0.9070795928148704, DUD-AD,RandomForest,cdk2,Enrichment factor 1%,11.425, DUD-AD,RandomForest,cdk2,Enrichment factor 5%,11.093840579710145, DUD-AD,RandomForest,cdk2,RIE,8.56348310841217, DUD-AD,RandomForest,cdk2,AUPRC,0.85852780630055, DUD-AD,RandomForest,cdk2,accuracy,0.9540481400437637, DUD-AD,RandomForest,cdk2,F1 score,0.6480446927374302, DUD-AD,RandomForest,cdk2,recall,0.48333333333333334, DUD-AD,RandomForest,cdk2,precision,0.9830508474576272, DUD-AD,RandomForest,cdk2,MCC,0.6719767543697923, DUD-AD,LogisticRegression,cdk2,AUROC,0.9530375699440449, DUD-AD,LogisticRegression,cdk2,BEDROC,0.9179449704138132, DUD-AD,LogisticRegression,cdk2,Enrichment factor 1%,11.425, DUD-AD,LogisticRegression,cdk2,Enrichment factor 5%,11.259420289855074, DUD-AD,LogisticRegression,cdk2,RIE,8.66606007856424, DUD-AD,LogisticRegression,cdk2,AUPRC,0.8681234370289151, DUD-AD,LogisticRegression,cdk2,accuracy,0.9671772428884027, DUD-AD,LogisticRegression,cdk2,F1 score,0.7804878048780488, DUD-AD,LogisticRegression,cdk2,recall,0.6666666666666666, DUD-AD,LogisticRegression,cdk2,precision,0.9411764705882353, DUD-AD,LogisticRegression,cdk2,MCC,0.7765806258838603, 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,0.6333666400213164, DUD-AD,LightGBM_Ranker,cdk2,BEDROC,0.19789875021396658, DUD-AD,LightGBM_Ranker,cdk2,Enrichment factor 1%,4.896428571428571, DUD-AD,LightGBM_Ranker,cdk2,Enrichment factor 5%,1.9869565217391305, DUD-AD,LightGBM_Ranker,cdk2,RIE,1.8683064832600753, DUD-AD,LightGBM_Ranker,cdk2,AUPRC,0.167948772623667, DUD-AD,LightGBM_Ranker,cdk2,accuracy,0.5324580598103574, DUD-AD,LightGBM_Ranker,cdk2,F1 score,0.20372670807453416, DUD-AD,LightGBM_Ranker,cdk2,recall,0.6833333333333333, DUD-AD,LightGBM_Ranker,cdk2,precision,0.11970802919708029, DUD-AD,LightGBM_Ranker,cdk2,MCC,0.11378803030855102, DUD-AD,RandomForest,cp2c9,AUROC,0.916142956372176, DUD-AD,RandomForest,cp2c9,BEDROC,0.6748209482262978, DUD-AD,RandomForest,cp2c9,Enrichment factor 1%,20.141287284144425, DUD-AD,RandomForest,cp2c9,Enrichment factor 5%,11.681946624803768, DUD-AD,RandomForest,cp2c9,RIE,9.437584283362384, DUD-AD,RandomForest,cp2c9,AUPRC,0.53819440003091, DUD-AD,RandomForest,cp2c9,accuracy,0.965705378020265, DUD-AD,RandomForest,cp2c9,F1 score,0.21428571428571427, DUD-AD,RandomForest,cp2c9,recall,0.12244897959183673, DUD-AD,RandomForest,cp2c9,precision,0.8571428571428571, DUD-AD,RandomForest,cp2c9,MCC,0.31648468577912187, DUD-AD,LogisticRegression,cp2c9,AUROC,0.9089240234181193, DUD-AD,LogisticRegression,cp2c9,BEDROC,0.6639774513437987, DUD-AD,LogisticRegression,cp2c9,Enrichment factor 1%,22.155416012558867, DUD-AD,LogisticRegression,cp2c9,Enrichment factor 5%,11.681946624803768, DUD-AD,LogisticRegression,cp2c9,RIE,9.285934552640468, DUD-AD,LogisticRegression,cp2c9,AUPRC,0.5554578315606737, DUD-AD,LogisticRegression,cp2c9,accuracy,0.9727201870615745, DUD-AD,LogisticRegression,cp2c9,F1 score,0.5333333333333333, DUD-AD,LogisticRegression,cp2c9,recall,0.40816326530612246, DUD-AD,LogisticRegression,cp2c9,precision,0.7692307692307693, DUD-AD,LogisticRegression,cp2c9,MCC,0.5485682106510161, 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,0.8091489432077532, DUD-AD,LightGBM_Ranker,cp2c9,BEDROC,0.481510160388635, DUD-AD,LightGBM_Ranker,cp2c9,Enrichment factor 1%,16.113029827315543, DUD-AD,LightGBM_Ranker,cp2c9,Enrichment factor 5%,8.056514913657772, DUD-AD,LightGBM_Ranker,cp2c9,RIE,6.734071824338491, DUD-AD,LightGBM_Ranker,cp2c9,AUPRC,0.340872946755797, 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,0.8872626582278481, DUD-AD,RandomForest,cp3a4,BEDROC,0.7161559781748055, DUD-AD,RandomForest,cp3a4,Enrichment factor 1%,15.13145082765336, DUD-AD,RandomForest,cp3a4,Enrichment factor 5%,10.844206426484908, DUD-AD,RandomForest,cp3a4,RIE,8.273926426983458, DUD-AD,RandomForest,cp3a4,AUPRC,0.5960247812501881, DUD-AD,RandomForest,cp3a4,accuracy,0.9436293436293436, DUD-AD,RandomForest,cp3a4,F1 score,0.16091954022988506, DUD-AD,RandomForest,cp3a4,recall,0.08860759493670886, DUD-AD,RandomForest,cp3a4,precision,0.875, DUD-AD,RandomForest,cp3a4,MCC,0.2681436398237812, DUD-AD,LogisticRegression,cp3a4,AUROC,0.9267675716189208, DUD-AD,LogisticRegression,cp3a4,BEDROC,0.7259577697627826, DUD-AD,LogisticRegression,cp3a4,Enrichment factor 1%,16.39240506329114, DUD-AD,LogisticRegression,cp3a4,Enrichment factor 5%,10.339824732229795, DUD-AD,LogisticRegression,cp3a4,RIE,8.387168938576494, DUD-AD,LogisticRegression,cp3a4,AUPRC,0.6353945810428968, DUD-AD,LogisticRegression,cp3a4,accuracy,0.9513513513513514, DUD-AD,LogisticRegression,cp3a4,F1 score,0.35051546391752575, DUD-AD,LogisticRegression,cp3a4,recall,0.21518987341772153, DUD-AD,LogisticRegression,cp3a4,precision,0.9444444444444444, DUD-AD,LogisticRegression,cp3a4,MCC,0.4382355300676147, 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,0.7668012991339108, DUD-AD,LightGBM_Ranker,cp3a4,BEDROC,0.38691035416725617, DUD-AD,LightGBM_Ranker,cp3a4,Enrichment factor 1%,8.82667964946446, DUD-AD,LightGBM_Ranker,cp3a4,Enrichment factor 5%,4.539435248296008, DUD-AD,LightGBM_Ranker,cp3a4,RIE,4.470070666638102, DUD-AD,LightGBM_Ranker,cp3a4,AUPRC,0.2736279122043807, DUD-AD,LightGBM_Ranker,cp3a4,accuracy,0.5428571428571428, DUD-AD,LightGBM_Ranker,cp3a4,F1 score,0.18457300275482094, DUD-AD,LightGBM_Ranker,cp3a4,recall,0.8481012658227848, DUD-AD,LightGBM_Ranker,cp3a4,precision,0.1035548686244204, DUD-AD,LightGBM_Ranker,cp3a4,MCC,0.1776494721746639, DUD-AD,RandomForest,csf1r,AUROC,0.9513807408649011, DUD-AD,RandomForest,csf1r,BEDROC,0.8176720124733281, DUD-AD,RandomForest,csf1r,Enrichment factor 1%,31.433198380566804, DUD-AD,RandomForest,csf1r,Enrichment factor 5%,16.240485829959514, DUD-AD,RandomForest,csf1r,RIE,12.367933779041953, DUD-AD,RandomForest,csf1r,AUPRC,0.7235271950868585, 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,0.9376257123700972, DUD-AD,LogisticRegression,csf1r,BEDROC,0.7490189528077937, DUD-AD,LogisticRegression,csf1r,Enrichment factor 1%,26.194331983805668, DUD-AD,LogisticRegression,csf1r,Enrichment factor 5%,14.668825910931174, DUD-AD,LogisticRegression,csf1r,RIE,11.32950213546316, DUD-AD,LogisticRegression,csf1r,AUPRC,0.60931148980399, DUD-AD,LogisticRegression,csf1r,accuracy,0.9783616692426584, DUD-AD,LogisticRegression,csf1r,F1 score,0.5172413793103449, DUD-AD,LogisticRegression,csf1r,recall,0.39473684210526316, DUD-AD,LogisticRegression,csf1r,precision,0.75, DUD-AD,LogisticRegression,csf1r,MCC,0.5348013640658262, 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,0.6937437143814952, DUD-AD,LightGBM_Ranker,csf1r,BEDROC,0.2643680668377761, DUD-AD,LightGBM_Ranker,csf1r,Enrichment factor 1%,13.097165991902834, DUD-AD,LightGBM_Ranker,csf1r,Enrichment factor 5%,3.6672064777327935, DUD-AD,LightGBM_Ranker,csf1r,RIE,3.9987754565410514, DUD-AD,LightGBM_Ranker,csf1r,AUPRC,0.18727809768336617, DUD-AD,LightGBM_Ranker,csf1r,accuracy,0.5139103554868625, DUD-AD,LightGBM_Ranker,csf1r,F1 score,0.08175182481751825, DUD-AD,LightGBM_Ranker,csf1r,recall,0.7368421052631579, DUD-AD,LightGBM_Ranker,csf1r,precision,0.04327666151468315, DUD-AD,LightGBM_Ranker,csf1r,MCC,0.0823921597316744, DUD-AD,RandomForest,cxcr4,AUROC,0.9787360890302067, DUD-AD,RandomForest,cxcr4,BEDROC,0.8569882587069428, DUD-AD,RandomForest,cxcr4,Enrichment factor 1%,73.03846153846153, DUD-AD,RandomForest,cxcr4,Enrichment factor 5%,17.30859375, DUD-AD,RandomForest,cxcr4,RIE,16.10090519298901, DUD-AD,RandomForest,cxcr4,AUPRC,0.7427183144599303, DUD-AD,RandomForest,cxcr4,accuracy,0.9968404423380727, DUD-AD,RandomForest,cxcr4,F1 score,0.6666666666666666, DUD-AD,RandomForest,cxcr4,recall,0.5, DUD-AD,RandomForest,cxcr4,precision,1.0, DUD-AD,RandomForest,cxcr4,MCC,0.7059852788451876, DUD-AD,LogisticRegression,cxcr4,AUROC,0.9946343402225756, DUD-AD,LogisticRegression,cxcr4,BEDROC,0.9242368717028738, DUD-AD,LogisticRegression,cxcr4,Enrichment factor 1%,85.21153846153847, DUD-AD,LogisticRegression,cxcr4,Enrichment factor 5%,19.78125, DUD-AD,LogisticRegression,cxcr4,RIE,17.364357204439223, DUD-AD,LogisticRegression,cxcr4,AUPRC,0.7971357346357346, DUD-AD,LogisticRegression,cxcr4,accuracy,0.9968404423380727, DUD-AD,LogisticRegression,cxcr4,F1 score,0.7142857142857143, DUD-AD,LogisticRegression,cxcr4,recall,0.625, DUD-AD,LogisticRegression,cxcr4,precision,0.8333333333333334, DUD-AD,LogisticRegression,cxcr4,MCC,0.7201976837030054, 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,0.9418720190779014, DUD-AD,LightGBM_Ranker,cxcr4,BEDROC,0.7004196182645096, 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,13.159328335352011, DUD-AD,LightGBM_Ranker,cxcr4,AUPRC,0.5522868361436716, 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,0.9503144409937888, DUD-AD,RandomForest,egfr,BEDROC,0.9028803237796017, DUD-AD,RandomForest,egfr,Enrichment factor 1%,13.88, DUD-AD,RandomForest,egfr,Enrichment factor 5%,13.285142857142857, DUD-AD,RandomForest,egfr,RIE,9.565542132225465, DUD-AD,RandomForest,egfr,AUPRC,0.850879249917494, DUD-AD,RandomForest,egfr,accuracy,0.9661383285302594, DUD-AD,RandomForest,egfr,F1 score,0.6928104575163399, DUD-AD,RandomForest,egfr,recall,0.53, DUD-AD,RandomForest,egfr,precision,1.0, DUD-AD,RandomForest,egfr,MCC,0.7150809911961284, DUD-AD,LogisticRegression,egfr,AUROC,0.9513276397515528, DUD-AD,LogisticRegression,egfr,BEDROC,0.899938055111281, DUD-AD,LogisticRegression,egfr,Enrichment factor 1%,13.88, DUD-AD,LogisticRegression,egfr,Enrichment factor 5%,13.086857142857143, DUD-AD,LogisticRegression,egfr,RIE,9.534370343563705, DUD-AD,LogisticRegression,egfr,AUPRC,0.8495941164218154, DUD-AD,LogisticRegression,egfr,accuracy,0.9726224783861671, DUD-AD,LogisticRegression,egfr,F1 score,0.7710843373493976, DUD-AD,LogisticRegression,egfr,recall,0.64, DUD-AD,LogisticRegression,egfr,precision,0.9696969696969697, DUD-AD,LogisticRegression,egfr,MCC,0.7757025626322311, 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,0.7614673913043477, DUD-AD,LightGBM_Ranker,egfr,BEDROC,0.5546718572730097, DUD-AD,LightGBM_Ranker,egfr,Enrichment factor 1%,11.897142857142859, DUD-AD,LightGBM_Ranker,egfr,Enrichment factor 5%,7.336571428571428, DUD-AD,LightGBM_Ranker,egfr,RIE,5.876456616328593, DUD-AD,LightGBM_Ranker,egfr,AUPRC,0.41325219393320184, DUD-AD,LightGBM_Ranker,egfr,accuracy,0.5432276657060519, DUD-AD,LightGBM_Ranker,egfr,F1 score,0.20151133501259447, DUD-AD,LightGBM_Ranker,egfr,recall,0.8, DUD-AD,LightGBM_Ranker,egfr,precision,0.11527377521613832, DUD-AD,LightGBM_Ranker,egfr,MCC,0.16718346377260584, DUD-AD,RandomForest,esr1,AUROC,0.9714411790662782, DUD-AD,RandomForest,esr1,BEDROC,0.8884118803651687, DUD-AD,RandomForest,esr1,Enrichment factor 1%,14.988888888888889, DUD-AD,RandomForest,esr1,Enrichment factor 5%,13.22549019607843, DUD-AD,RandomForest,esr1,RIE,9.809634247945622, DUD-AD,RandomForest,esr1,AUPRC,0.831592261145022, DUD-AD,RandomForest,esr1,accuracy,0.9703484062268347, DUD-AD,RandomForest,esr1,F1 score,0.7333333333333333, DUD-AD,RandomForest,esr1,recall,0.6111111111111112, DUD-AD,RandomForest,esr1,precision,0.9166666666666666, DUD-AD,RandomForest,esr1,MCC,0.7348871801791031, DUD-AD,LogisticRegression,esr1,AUROC,0.9659871149942635, DUD-AD,LogisticRegression,esr1,BEDROC,0.8887008138063542, DUD-AD,LogisticRegression,esr1,Enrichment factor 1%,14.988888888888889, DUD-AD,LogisticRegression,esr1,Enrichment factor 5%,12.343790849673203, DUD-AD,LogisticRegression,esr1,RIE,9.812824582764078, DUD-AD,LogisticRegression,esr1,AUPRC,0.8364488587344149, DUD-AD,LogisticRegression,esr1,accuracy,0.9636767976278725, DUD-AD,LogisticRegression,esr1,F1 score,0.6474820143884892, DUD-AD,LogisticRegression,esr1,recall,0.5, DUD-AD,LogisticRegression,esr1,precision,0.9183673469387755, DUD-AD,LogisticRegression,esr1,MCC,0.6626222083296252, 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,0.8710484511517078, DUD-AD,LightGBM_Ranker,esr1,BEDROC,0.7111183682786447, DUD-AD,LightGBM_Ranker,esr1,Enrichment factor 1%,10.706349206349206, DUD-AD,LightGBM_Ranker,esr1,Enrichment factor 5%,9.478267973856209, DUD-AD,LightGBM_Ranker,esr1,RIE,7.852001159940157, DUD-AD,LightGBM_Ranker,esr1,AUPRC,0.5633429717831971, DUD-AD,LightGBM_Ranker,esr1,accuracy,0.5492957746478874, DUD-AD,LightGBM_Ranker,esr1,F1 score,0.20418848167539266, DUD-AD,LightGBM_Ranker,esr1,recall,0.8666666666666667, DUD-AD,LightGBM_Ranker,esr1,precision,0.11572700296735905, DUD-AD,LightGBM_Ranker,esr1,MCC,0.19626764879796676, DUD-AD,RandomForest,esr2,AUROC,0.9772336849105048, DUD-AD,RandomForest,esr2,BEDROC,0.8880926014014222, DUD-AD,RandomForest,esr2,Enrichment factor 1%,14.522425249169434, DUD-AD,RandomForest,esr2,Enrichment factor 5%,13.109610123119015, DUD-AD,RandomForest,esr2,RIE,10.02299977193833, DUD-AD,RandomForest,esr2,AUPRC,0.8295194141157078, DUD-AD,RandomForest,esr2,accuracy,0.9687732342007435, DUD-AD,RandomForest,esr2,F1 score,0.6911764705882353, DUD-AD,RandomForest,esr2,recall,0.5465116279069767, DUD-AD,RandomForest,esr2,precision,0.94, DUD-AD,RandomForest,esr2,MCC,0.7036292825671867, DUD-AD,LogisticRegression,esr2,AUROC,0.9671204536638528, DUD-AD,LogisticRegression,esr2,BEDROC,0.8879523799698581, DUD-AD,LogisticRegression,esr2,Enrichment factor 1%,13.40531561461794, DUD-AD,LogisticRegression,esr2,Enrichment factor 5%,13.569596443228454, DUD-AD,LogisticRegression,esr2,RIE,10.021417234979175, DUD-AD,LogisticRegression,esr2,AUPRC,0.819090941951364, DUD-AD,LogisticRegression,esr2,accuracy,0.9628252788104089, DUD-AD,LogisticRegression,esr2,F1 score,0.6323529411764706, DUD-AD,LogisticRegression,esr2,recall,0.5, DUD-AD,LogisticRegression,esr2,precision,0.86, DUD-AD,LogisticRegression,esr2,MCC,0.6393752633834225, 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,0.7119714797643016, DUD-AD,LightGBM_Ranker,esr2,BEDROC,0.41795223350700295, DUD-AD,LightGBM_Ranker,esr2,Enrichment factor 1%,14.522425249169434, DUD-AD,LightGBM_Ranker,esr2,Enrichment factor 5%,5.519835841313269, DUD-AD,LightGBM_Ranker,esr2,RIE,4.717002679449295, DUD-AD,LightGBM_Ranker,esr2,AUPRC,0.335381366811152, DUD-AD,LightGBM_Ranker,esr2,accuracy,0.537546468401487, DUD-AD,LightGBM_Ranker,esr2,F1 score,0.17941952506596306, DUD-AD,LightGBM_Ranker,esr2,recall,0.7906976744186046, DUD-AD,LightGBM_Ranker,esr2,precision,0.10119047619047619, DUD-AD,LightGBM_Ranker,esr2,MCC,0.1521468828949804, DUD-AD,RandomForest,fa7,AUROC,0.999894681411269, DUD-AD,RandomForest,fa7,BEDROC,0.9981379739009925, DUD-AD,RandomForest,fa7,Enrichment factor 1%,85.4, DUD-AD,RandomForest,fa7,Enrichment factor 5%,19.70769230769231, DUD-AD,RandomForest,fa7,RIE,17.797476859166203, DUD-AD,RandomForest,fa7,AUPRC,0.9913888888888889, DUD-AD,RandomForest,fa7,accuracy,0.9960967993754879, DUD-AD,RandomForest,fa7,F1 score,0.8, DUD-AD,RandomForest,fa7,recall,0.6666666666666666, DUD-AD,RandomForest,fa7,precision,1.0, DUD-AD,RandomForest,fa7,MCC,0.8148889861787534, DUD-AD,LogisticRegression,fa7,AUROC,0.9987888362295946, DUD-AD,LogisticRegression,fa7,BEDROC,0.9781013587649566, DUD-AD,LogisticRegression,fa7,Enrichment factor 1%,72.26153846153846, DUD-AD,LogisticRegression,fa7,Enrichment factor 5%,19.70769230769231, DUD-AD,LogisticRegression,fa7,RIE,17.44021042645528, DUD-AD,LogisticRegression,fa7,AUPRC,0.8786423669160242, DUD-AD,LogisticRegression,fa7,accuracy,0.9960967993754879, DUD-AD,LogisticRegression,fa7,F1 score,0.8275862068965517, DUD-AD,LogisticRegression,fa7,recall,0.8, DUD-AD,LogisticRegression,fa7,precision,0.8571428571428571, DUD-AD,LogisticRegression,fa7,MCC,0.8261172385395471, 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,0.9097946287519747, DUD-AD,LightGBM_Ranker,fa7,BEDROC,0.6297845950691652, 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,11.229486370813776, DUD-AD,LightGBM_Ranker,fa7,AUPRC,0.41740385885263476, DUD-AD,LightGBM_Ranker,fa7,accuracy,0.5120999219359875, DUD-AD,LightGBM_Ranker,fa7,F1 score,0.042879019908116385, DUD-AD,LightGBM_Ranker,fa7,recall,0.9333333333333333, DUD-AD,LightGBM_Ranker,fa7,precision,0.0219435736677116, DUD-AD,LightGBM_Ranker,fa7,MCC,0.09476232681731797, DUD-AD,RandomForest,fabp4,AUROC,0.8027888446215139, DUD-AD,RandomForest,fabp4,BEDROC,0.7443081672394845, DUD-AD,RandomForest,fabp4,Enrichment factor 1%,70.82517482517483, DUD-AD,RandomForest,fabp4,Enrichment factor 5%,14.386363636363637, DUD-AD,RandomForest,fabp4,RIE,13.664513911683576, DUD-AD,RandomForest,fabp4,AUPRC,0.7296423955191729, DUD-AD,RandomForest,fabp4,accuracy,0.9944707740916272, DUD-AD,RandomForest,fabp4,F1 score,0.5333333333333333, DUD-AD,RandomForest,fabp4,recall,0.36363636363636365, DUD-AD,RandomForest,fabp4,precision,1.0, DUD-AD,RandomForest,fabp4,MCC,0.6013479551841424, DUD-AD,LogisticRegression,fabp4,AUROC,0.9424121695038029, DUD-AD,LogisticRegression,fabp4,BEDROC,0.771306000812918, DUD-AD,LogisticRegression,fabp4,Enrichment factor 1%,70.82517482517483, DUD-AD,LogisticRegression,fabp4,Enrichment factor 5%,14.386363636363637, DUD-AD,LogisticRegression,fabp4,RIE,14.160158441021803, DUD-AD,LogisticRegression,fabp4,AUPRC,0.7424390207402628, 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,0.8570083303151033, DUD-AD,LightGBM_Ranker,fabp4,BEDROC,0.7023297254613953, DUD-AD,LightGBM_Ranker,fabp4,Enrichment factor 1%,53.11888111888111, DUD-AD,LightGBM_Ranker,fabp4,Enrichment factor 5%,14.386363636363637, DUD-AD,LightGBM_Ranker,fabp4,RIE,12.893845222254837, DUD-AD,LightGBM_Ranker,fabp4,AUPRC,0.6067466385791442, DUD-AD,LightGBM_Ranker,fabp4,accuracy,0.5102685624012638, DUD-AD,LightGBM_Ranker,fabp4,F1 score,0.03125, DUD-AD,LightGBM_Ranker,fabp4,recall,0.9090909090909091, DUD-AD,LightGBM_Ranker,fabp4,precision,0.01589825119236884, DUD-AD,LightGBM_Ranker,fabp4,MCC,0.0771923570997609, DUD-AD,RandomForest,fak1,AUROC,0.8530556400121618, DUD-AD,RandomForest,fak1,BEDROC,0.6253148631005595, DUD-AD,RandomForest,fak1,Enrichment factor 1%,52.934911242603555, DUD-AD,RandomForest,fak1,Enrichment factor 5%,12.288461538461538, DUD-AD,RandomForest,fak1,RIE,11.316194141967701, DUD-AD,RandomForest,fak1,AUPRC,0.5238830194096575, 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,0.8153238066281545, DUD-AD,LogisticRegression,fak1,BEDROC,0.5699560810012178, DUD-AD,LogisticRegression,fak1,Enrichment factor 1%,37.81065088757396, DUD-AD,LogisticRegression,fak1,Enrichment factor 5%,10.752403846153847, DUD-AD,LogisticRegression,fak1,RIE,10.314377680957842, DUD-AD,LogisticRegression,fak1,AUPRC,0.4331214938520171, DUD-AD,LogisticRegression,fak1,accuracy,0.9921752738654147, DUD-AD,LogisticRegression,fak1,F1 score,0.4444444444444444, DUD-AD,LogisticRegression,fak1,recall,0.3076923076923077, DUD-AD,LogisticRegression,fak1,precision,0.8, DUD-AD,LogisticRegression,fak1,MCC,0.4933068679062507, 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,0.7154758285193068, DUD-AD,LightGBM_Ranker,fak1,BEDROC,0.33827850350233374, 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,6.121756348198619, DUD-AD,LightGBM_Ranker,fak1,AUPRC,0.23244823754810862, DUD-AD,LightGBM_Ranker,fak1,accuracy,0.5070422535211268, DUD-AD,LightGBM_Ranker,fak1,F1 score,0.03374233128834356, DUD-AD,LightGBM_Ranker,fak1,recall,0.8461538461538461, DUD-AD,LightGBM_Ranker,fak1,precision,0.017214397496087636, DUD-AD,LightGBM_Ranker,fak1,MCC,0.0701819725665741, DUD-AD,RandomForest,fgfr1,AUROC,0.889613142554319, DUD-AD,RandomForest,fgfr1,BEDROC,0.7353174875784725, DUD-AD,RandomForest,fgfr1,Enrichment factor 1%,36.32820512820513, DUD-AD,RandomForest,fgfr1,Enrichment factor 5%,14.531282051282052, DUD-AD,RandomForest,fgfr1,RIE,11.756258139707922, DUD-AD,RandomForest,fgfr1,AUPRC,0.6262581251496654, 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,0.8830418653948067, DUD-AD,LogisticRegression,fgfr1,BEDROC,0.7622388889853755, DUD-AD,LogisticRegression,fgfr1,Enrichment factor 1%,36.32820512820513, DUD-AD,LogisticRegression,fgfr1,Enrichment factor 5%,14.531282051282052, DUD-AD,LogisticRegression,fgfr1,RIE,12.186677582132669, DUD-AD,LogisticRegression,fgfr1,AUPRC,0.6677641224175708, DUD-AD,LogisticRegression,fgfr1,accuracy,0.9860248447204969, DUD-AD,LogisticRegression,fgfr1,F1 score,0.6086956521739131, DUD-AD,LogisticRegression,fgfr1,recall,0.4666666666666667, DUD-AD,LogisticRegression,fgfr1,precision,0.875, DUD-AD,LogisticRegression,fgfr1,MCC,0.6333184137461049, 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,0.75948595654478, DUD-AD,LightGBM_Ranker,fgfr1,BEDROC,0.43579634408274104, DUD-AD,LightGBM_Ranker,fgfr1,Enrichment factor 1%,23.117948717948718, DUD-AD,LightGBM_Ranker,fgfr1,Enrichment factor 5%,9.247179487179487, DUD-AD,LightGBM_Ranker,fgfr1,RIE,6.96751324380521, DUD-AD,LightGBM_Ranker,fgfr1,AUPRC,0.24562878968734747, DUD-AD,LightGBM_Ranker,fgfr1,accuracy,0.5124223602484472, DUD-AD,LightGBM_Ranker,fgfr1,F1 score,0.06824925816023739, DUD-AD,LightGBM_Ranker,fgfr1,recall,0.7666666666666667, DUD-AD,LightGBM_Ranker,fgfr1,precision,0.03571428571428571, DUD-AD,LightGBM_Ranker,fgfr1,MCC,0.0823605114243311, DUD-AD,RandomForest,gcr,AUROC,0.9836726703210651, DUD-AD,RandomForest,gcr,BEDROC,0.8842582277947563, DUD-AD,RandomForest,gcr,Enrichment factor 1%,28.22142857142857, DUD-AD,RandomForest,gcr,Enrichment factor 5%,17.460227272727273, DUD-AD,RandomForest,gcr,RIE,13.254444345769013, DUD-AD,RandomForest,gcr,AUPRC,0.7916558356336206, DUD-AD,RandomForest,gcr,accuracy,0.9817767653758542, DUD-AD,RandomForest,gcr,F1 score,0.6129032258064516, DUD-AD,RandomForest,gcr,recall,0.475, DUD-AD,RandomForest,gcr,precision,0.8636363636363636, DUD-AD,RandomForest,gcr,MCC,0.6328773681372446, DUD-AD,LogisticRegression,gcr,AUROC,0.9795418950665623, DUD-AD,LogisticRegression,gcr,BEDROC,0.9187948742312362, DUD-AD,LogisticRegression,gcr,Enrichment factor 1%,32.925, DUD-AD,LogisticRegression,gcr,Enrichment factor 5%,18.457954545454548, DUD-AD,LogisticRegression,gcr,RIE,13.772125767026102, DUD-AD,LogisticRegression,gcr,AUPRC,0.8550488675370251, DUD-AD,LogisticRegression,gcr,accuracy,0.9848139711465452, DUD-AD,LogisticRegression,gcr,F1 score,0.7058823529411765, DUD-AD,LogisticRegression,gcr,recall,0.6, DUD-AD,LogisticRegression,gcr,precision,0.8571428571428571, DUD-AD,LogisticRegression,gcr,MCC,0.7100648542695727, 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,0.6406225528582614, DUD-AD,LightGBM_Ranker,gcr,BEDROC,0.26160086756395945, DUD-AD,LightGBM_Ranker,gcr,Enrichment factor 1%,9.407142857142857, DUD-AD,LightGBM_Ranker,gcr,Enrichment factor 5%,3.4920454545454547, DUD-AD,LightGBM_Ranker,gcr,RIE,3.9212235365826507, DUD-AD,LightGBM_Ranker,gcr,AUPRC,0.16315648729500107, DUD-AD,LightGBM_Ranker,gcr,accuracy,0.5094912680334093, DUD-AD,LightGBM_Ranker,gcr,F1 score,0.07449856733524356, DUD-AD,LightGBM_Ranker,gcr,recall,0.65, DUD-AD,LightGBM_Ranker,gcr,precision,0.03951367781155015, DUD-AD,LightGBM_Ranker,gcr,MCC,0.05322966582269288, DUD-AD,RandomForest,gria2,AUROC,0.9888761904761905, DUD-AD,RandomForest,gria2,BEDROC,0.8977334967401929, DUD-AD,RandomForest,gria2,Enrichment factor 1%,28.395604395604394, DUD-AD,RandomForest,gria2,Enrichment factor 5%,17.51062271062271, DUD-AD,RandomForest,gria2,RIE,13.201411727337922, DUD-AD,RandomForest,gria2,AUPRC,0.8333190748931224, DUD-AD,RandomForest,gria2,accuracy,0.9736842105263158, DUD-AD,RandomForest,gria2,F1 score,0.32, DUD-AD,RandomForest,gria2,recall,0.19047619047619047, DUD-AD,RandomForest,gria2,precision,1.0, DUD-AD,RandomForest,gria2,MCC,0.4306186577740015, DUD-AD,LogisticRegression,gria2,AUROC,0.9833333333333334, DUD-AD,LogisticRegression,gria2,BEDROC,0.9238508312322234, DUD-AD,LogisticRegression,gria2,Enrichment factor 1%,30.761904761904763, DUD-AD,LogisticRegression,gria2,Enrichment factor 5%,17.983882783882784, DUD-AD,LogisticRegression,gria2,RIE,13.585474130696234, DUD-AD,LogisticRegression,gria2,AUPRC,0.8699859592301441, DUD-AD,LogisticRegression,gria2,accuracy,0.9791021671826625, DUD-AD,LogisticRegression,gria2,F1 score,0.5423728813559322, DUD-AD,LogisticRegression,gria2,recall,0.38095238095238093, DUD-AD,LogisticRegression,gria2,precision,0.9411764705882353, DUD-AD,LogisticRegression,gria2,MCC,0.5916403884171104, 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,0.8427619047619048, DUD-AD,LightGBM_Ranker,gria2,BEDROC,0.5144227539687448, DUD-AD,LightGBM_Ranker,gria2,Enrichment factor 1%,21.296703296703296, DUD-AD,LightGBM_Ranker,gria2,Enrichment factor 5%,8.991941391941392, DUD-AD,LightGBM_Ranker,gria2,RIE,7.564724524561409, DUD-AD,LightGBM_Ranker,gria2,AUPRC,0.3843460058976295, DUD-AD,LightGBM_Ranker,gria2,accuracy,0.5263157894736842, DUD-AD,LightGBM_Ranker,gria2,F1 score,0.11046511627906977, DUD-AD,LightGBM_Ranker,gria2,recall,0.9047619047619048, DUD-AD,LightGBM_Ranker,gria2,precision,0.058823529411764705, DUD-AD,LightGBM_Ranker,gria2,MCC,0.1483881653604748, DUD-AD,RandomForest,hdac8,AUROC,0.9306201063517985, DUD-AD,RandomForest,hdac8,BEDROC,0.9055386039180553, DUD-AD,RandomForest,hdac8,Enrichment factor 1%,31.457489878542514, DUD-AD,RandomForest,hdac8,Enrichment factor 5%,18.350202429149796, DUD-AD,RandomForest,hdac8,RIE,13.699789352867427, DUD-AD,RandomForest,hdac8,AUPRC,0.8169898812906632, DUD-AD,RandomForest,hdac8,accuracy,0.9822393822393822, DUD-AD,RandomForest,hdac8,F1 score,0.5964912280701754, DUD-AD,RandomForest,hdac8,recall,0.4473684210526316, DUD-AD,RandomForest,hdac8,precision,0.8947368421052632, DUD-AD,RandomForest,hdac8,MCC,0.6257131457636673, DUD-AD,LogisticRegression,hdac8,AUROC,0.9890717246577063, DUD-AD,LogisticRegression,hdac8,BEDROC,0.8974063531410693, DUD-AD,LogisticRegression,hdac8,Enrichment factor 1%,28.836032388663966, DUD-AD,LogisticRegression,hdac8,Enrichment factor 5%,18.350202429149796, DUD-AD,LogisticRegression,hdac8,RIE,13.576757467013733, DUD-AD,LogisticRegression,hdac8,AUPRC,0.8003371785947203, DUD-AD,LogisticRegression,hdac8,accuracy,0.983011583011583, DUD-AD,LogisticRegression,hdac8,F1 score,0.6451612903225806, DUD-AD,LogisticRegression,hdac8,recall,0.5263157894736842, DUD-AD,LogisticRegression,hdac8,precision,0.8333333333333334, DUD-AD,LogisticRegression,hdac8,MCC,0.6546266235171361, 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,0.7110706360172507, DUD-AD,LightGBM_Ranker,hdac8,BEDROC,0.419953813215894, DUD-AD,LightGBM_Ranker,hdac8,Enrichment factor 1%,15.728744939271257, DUD-AD,LightGBM_Ranker,hdac8,Enrichment factor 5%,7.8643724696356285, DUD-AD,LightGBM_Ranker,hdac8,RIE,6.35343295286222, DUD-AD,LightGBM_Ranker,hdac8,AUPRC,0.2742221589316124, DUD-AD,LightGBM_Ranker,hdac8,accuracy,0.5158301158301158, DUD-AD,LightGBM_Ranker,hdac8,F1 score,0.08467153284671533, DUD-AD,LightGBM_Ranker,hdac8,recall,0.7631578947368421, DUD-AD,LightGBM_Ranker,hdac8,precision,0.04482225656877898, DUD-AD,LightGBM_Ranker,hdac8,MCC,0.0916447118052614, DUD-AD,RandomForest,hivrt,AUROC,0.9569701149425288, DUD-AD,RandomForest,hivrt,BEDROC,0.9007959964356114, DUD-AD,RandomForest,hivrt,Enrichment factor 1%,15.367816091954023, DUD-AD,RandomForest,hivrt,Enrichment factor 5%,13.303482587064677, DUD-AD,RandomForest,hivrt,RIE,10.0758943939958, DUD-AD,RandomForest,hivrt,AUPRC,0.8534005415368578, DUD-AD,RandomForest,hivrt,accuracy,0.9603590127150337, DUD-AD,RandomForest,hivrt,F1 score,0.5619834710743802, DUD-AD,RandomForest,hivrt,recall,0.39080459770114945, DUD-AD,RandomForest,hivrt,precision,1.0, DUD-AD,RandomForest,hivrt,MCC,0.6122977039189624, DUD-AD,LogisticRegression,hivrt,AUROC,0.9546022988505747, DUD-AD,LogisticRegression,hivrt,BEDROC,0.8681477349779201, DUD-AD,LogisticRegression,hivrt,Enrichment factor 1%,15.367816091954023, DUD-AD,LogisticRegression,hivrt,Enrichment factor 5%,13.532852976496827, DUD-AD,LogisticRegression,hivrt,RIE,9.710705790659315, DUD-AD,LogisticRegression,hivrt,AUPRC,0.8102342625231175, DUD-AD,LogisticRegression,hivrt,accuracy,0.9685863874345549, DUD-AD,LogisticRegression,hivrt,F1 score,0.6956521739130435, DUD-AD,LogisticRegression,hivrt,recall,0.5517241379310345, DUD-AD,LogisticRegression,hivrt,precision,0.9411764705882353, DUD-AD,LogisticRegression,hivrt,MCC,0.7073555140040058, 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,0.6170988505747126, DUD-AD,LightGBM_Ranker,hivrt,BEDROC,0.3006633036462148, DUD-AD,LightGBM_Ranker,hivrt,Enrichment factor 1%,6.586206896551724, DUD-AD,LightGBM_Ranker,hivrt,Enrichment factor 5%,3.899296620346543, DUD-AD,LightGBM_Ranker,hivrt,RIE,3.363083049344771, DUD-AD,LightGBM_Ranker,hivrt,AUPRC,0.18219799123018965, DUD-AD,LightGBM_Ranker,hivrt,accuracy,0.5100972326103216, DUD-AD,LightGBM_Ranker,hivrt,F1 score,0.13245033112582782, DUD-AD,LightGBM_Ranker,hivrt,recall,0.5747126436781609, DUD-AD,LightGBM_Ranker,hivrt,precision,0.0748502994011976, DUD-AD,LightGBM_Ranker,hivrt,MCC,0.039618430304498214, DUD-AD,RandomForest,igf1r,AUROC,0.9305623174294061, DUD-AD,RandomForest,igf1r,BEDROC,0.7139801045143317, DUD-AD,RandomForest,igf1r,Enrichment factor 1%,41.98224852071006, DUD-AD,RandomForest,igf1r,Enrichment factor 5%,13.7396449704142, DUD-AD,RandomForest,igf1r,RIE,11.752229763496892, DUD-AD,RandomForest,igf1r,AUPRC,0.6177011473310873, 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,0.8332217624148003, DUD-AD,LogisticRegression,igf1r,BEDROC,0.6110265855328861, DUD-AD,LogisticRegression,igf1r,Enrichment factor 1%,38.16568047337278, DUD-AD,LogisticRegression,igf1r,Enrichment factor 5%,12.21301775147929, DUD-AD,LogisticRegression,igf1r,RIE,10.05759794231114, DUD-AD,LogisticRegression,igf1r,AUPRC,0.49525802568551636, DUD-AD,LogisticRegression,igf1r,accuracy,0.9868217054263566, DUD-AD,LogisticRegression,igf1r,F1 score,0.5405405405405406, DUD-AD,LogisticRegression,igf1r,recall,0.38461538461538464, DUD-AD,LogisticRegression,igf1r,precision,0.9090909090909091, DUD-AD,LogisticRegression,igf1r,MCC,0.586625585767883, 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,0.682388023369036, DUD-AD,LightGBM_Ranker,igf1r,BEDROC,0.34135202153193833, DUD-AD,LightGBM_Ranker,igf1r,Enrichment factor 1%,19.08284023668639, DUD-AD,LightGBM_Ranker,igf1r,Enrichment factor 5%,6.106508875739645, DUD-AD,LightGBM_Ranker,igf1r,RIE,5.618710354575935, DUD-AD,LightGBM_Ranker,igf1r,AUPRC,0.244977719206026, DUD-AD,LightGBM_Ranker,igf1r,accuracy,0.506201550387597, DUD-AD,LightGBM_Ranker,igf1r,F1 score,0.05067064083457526, DUD-AD,LightGBM_Ranker,igf1r,recall,0.6538461538461539, DUD-AD,LightGBM_Ranker,igf1r,precision,0.02635658914728682, DUD-AD,LightGBM_Ranker,igf1r,MCC,0.04412957816406878, DUD-AD,RandomForest,jak2,AUROC,0.8977762855445647, DUD-AD,RandomForest,jak2,BEDROC,0.7233554876603484, DUD-AD,RandomForest,jak2,Enrichment factor 1%,38.11414392059553, DUD-AD,RandomForest,jak2,Enrichment factor 5%,14.193548387096774, DUD-AD,RandomForest,jak2,RIE,11.466698347405565, DUD-AD,RandomForest,jak2,AUPRC,0.6080089733510422, DUD-AD,RandomForest,jak2,accuracy,0.98203125, DUD-AD,RandomForest,jak2,F1 score,0.43902439024390244, DUD-AD,RandomForest,jak2,recall,0.2903225806451613, DUD-AD,RandomForest,jak2,precision,0.9, DUD-AD,RandomForest,jak2,MCC,0.5055238920409827, DUD-AD,LogisticRegression,jak2,AUROC,0.9085720189054469, DUD-AD,LogisticRegression,jak2,BEDROC,0.7411844562147254, DUD-AD,LogisticRegression,jak2,Enrichment factor 1%,41.29032258064516, DUD-AD,LogisticRegression,jak2,Enrichment factor 5%,14.193548387096774, DUD-AD,LogisticRegression,jak2,RIE,11.74932481088083, DUD-AD,LogisticRegression,jak2,AUPRC,0.6635341608363042, DUD-AD,LogisticRegression,jak2,accuracy,0.9859375, DUD-AD,LogisticRegression,jak2,F1 score,0.6086956521739131, DUD-AD,LogisticRegression,jak2,recall,0.45161290322580644, DUD-AD,LogisticRegression,jak2,precision,0.9333333333333333, DUD-AD,LogisticRegression,jak2,MCC,0.6439718668174077, 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,0.845579689558098, DUD-AD,LightGBM_Ranker,jak2,BEDROC,0.509411621851454, DUD-AD,LightGBM_Ranker,jak2,Enrichment factor 1%,28.58560794044665, DUD-AD,LightGBM_Ranker,jak2,Enrichment factor 5%,7.741935483870968, DUD-AD,LightGBM_Ranker,jak2,RIE,8.075240339536109, DUD-AD,LightGBM_Ranker,jak2,AUPRC,0.390834030068939, DUD-AD,LightGBM_Ranker,jak2,accuracy,0.51953125, DUD-AD,LightGBM_Ranker,jak2,F1 score,0.08345752608047691, DUD-AD,LightGBM_Ranker,jak2,recall,0.9032258064516129, DUD-AD,LightGBM_Ranker,jak2,precision,0.04375, DUD-AD,LightGBM_Ranker,jak2,MCC,0.12705095755135531, DUD-AD,RandomForest,kit,AUROC,0.8721009611066199, DUD-AD,RandomForest,kit,BEDROC,0.6796315944904834, DUD-AD,RandomForest,kit,Enrichment factor 1%,21.914529914529915, DUD-AD,RandomForest,kit,Enrichment factor 5%,13.14871794871795, DUD-AD,RandomForest,kit,RIE,9.766569658004395, DUD-AD,RandomForest,kit,AUPRC,0.5314413979628144, DUD-AD,RandomForest,kit,accuracy,0.9703588143525741, DUD-AD,RandomForest,kit,F1 score,0.32142857142857145, DUD-AD,RandomForest,kit,recall,0.2, DUD-AD,RandomForest,kit,precision,0.8181818181818182, DUD-AD,RandomForest,kit,MCC,0.39584653487747334, DUD-AD,LogisticRegression,kit,AUROC,0.8855295068714631, DUD-AD,LogisticRegression,kit,BEDROC,0.6461898561218329, DUD-AD,LogisticRegression,kit,Enrichment factor 1%,21.914529914529915, DUD-AD,LogisticRegression,kit,Enrichment factor 5%,12.272136752136753, DUD-AD,LogisticRegression,kit,RIE,9.28599890774622, DUD-AD,LogisticRegression,kit,AUPRC,0.5270285233582632, DUD-AD,LogisticRegression,kit,accuracy,0.9726989079563183, DUD-AD,LogisticRegression,kit,F1 score,0.4262295081967213, DUD-AD,LogisticRegression,kit,recall,0.28888888888888886, DUD-AD,LogisticRegression,kit,precision,0.8125, DUD-AD,LogisticRegression,kit,MCC,0.47487992304677623, 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,0.8016168148746968, DUD-AD,LightGBM_Ranker,kit,BEDROC,0.45963414260059876, DUD-AD,LightGBM_Ranker,kit,Enrichment factor 1%,17.53162393162393, DUD-AD,LightGBM_Ranker,kit,Enrichment factor 5%,8.327521367521367, DUD-AD,LightGBM_Ranker,kit,RIE,6.6051209514766756, DUD-AD,LightGBM_Ranker,kit,AUPRC,0.3247263337479916, DUD-AD,LightGBM_Ranker,kit,accuracy,0.5226209048361935, DUD-AD,LightGBM_Ranker,kit,F1 score,0.10787172011661808, DUD-AD,LightGBM_Ranker,kit,recall,0.8222222222222222, DUD-AD,LightGBM_Ranker,kit,precision,0.057722308892355696, DUD-AD,LightGBM_Ranker,kit,MCC,0.12291556766152972, DUD-AD,RandomForest,kpcb,AUROC,0.9636900034040621, DUD-AD,RandomForest,kpcb,BEDROC,0.849066896558734, DUD-AD,RandomForest,kpcb,Enrichment factor 1%,45.964285714285715, DUD-AD,RandomForest,kpcb,Enrichment factor 5%,16.264285714285712, DUD-AD,RandomForest,kpcb,RIE,13.769156982899137, DUD-AD,RandomForest,kpcb,AUPRC,0.7940030273952527, DUD-AD,RandomForest,kpcb,accuracy,0.98989898989899, DUD-AD,RandomForest,kpcb,F1 score,0.6976744186046512, DUD-AD,RandomForest,kpcb,recall,0.5357142857142857, DUD-AD,RandomForest,kpcb,precision,1.0, DUD-AD,RandomForest,kpcb,MCC,0.7281752662160677, DUD-AD,LogisticRegression,kpcb,AUROC,0.9447974583002383, DUD-AD,LogisticRegression,kpcb,BEDROC,0.827435571914573, DUD-AD,LogisticRegression,kpcb,Enrichment factor 1%,45.964285714285715, DUD-AD,LogisticRegression,kpcb,Enrichment factor 5%,16.264285714285712, DUD-AD,LogisticRegression,kpcb,RIE,13.41836589109768, DUD-AD,LogisticRegression,kpcb,AUPRC,0.7578447885722438, DUD-AD,LogisticRegression,kpcb,accuracy,0.9891219891219891, DUD-AD,LogisticRegression,kpcb,F1 score,0.6818181818181818, DUD-AD,LogisticRegression,kpcb,recall,0.5357142857142857, DUD-AD,LogisticRegression,kpcb,precision,0.9375, DUD-AD,LogisticRegression,kpcb,MCC,0.7042842133863125, 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,0.672983093157835, DUD-AD,LightGBM_Ranker,kpcb,BEDROC,0.4554797733411811, DUD-AD,LightGBM_Ranker,kpcb,Enrichment factor 1%,31.821428571428573, DUD-AD,LightGBM_Ranker,kpcb,Enrichment factor 5%,8.485714285714286, DUD-AD,LightGBM_Ranker,kpcb,RIE,7.386429205303321, DUD-AD,LightGBM_Ranker,kpcb,AUPRC,0.32825358855009695, DUD-AD,LightGBM_Ranker,kpcb,accuracy,0.5050505050505051, DUD-AD,LightGBM_Ranker,kpcb,F1 score,0.05067064083457526, DUD-AD,LightGBM_Ranker,kpcb,recall,0.6071428571428571, DUD-AD,LightGBM_Ranker,kpcb,precision,0.026438569206842923, DUD-AD,LightGBM_Ranker,kpcb,MCC,0.03207239603226756, DUD-AD,RandomForest,lck,AUROC,0.8987737651052543, DUD-AD,RandomForest,lck,BEDROC,0.8130138184517129, DUD-AD,RandomForest,lck,Enrichment factor 1%,15.962025316455696, DUD-AD,RandomForest,lck,Enrichment factor 5%,12.386820551005211, DUD-AD,RandomForest,lck,RIE,9.609646900175704, DUD-AD,RandomForest,lck,AUPRC,0.7236142317176699, DUD-AD,RandomForest,lck,accuracy,0.9609720176730486, DUD-AD,RandomForest,lck,F1 score,0.5046728971962616, DUD-AD,RandomForest,lck,recall,0.34177215189873417, DUD-AD,RandomForest,lck,precision,0.9642857142857143, DUD-AD,RandomForest,lck,MCC,0.5616761657388433, DUD-AD,LogisticRegression,lck,AUROC,0.9050979305430469, DUD-AD,LogisticRegression,lck,BEDROC,0.7687213504035323, DUD-AD,LogisticRegression,lck,Enrichment factor 1%,14.734177215189874, DUD-AD,LogisticRegression,lck,Enrichment factor 5%,12.639612807148175, DUD-AD,LogisticRegression,lck,RIE,9.08611954410105, DUD-AD,LogisticRegression,lck,AUPRC,0.6598627844782884, DUD-AD,LogisticRegression,lck,accuracy,0.9631811487481591, DUD-AD,LogisticRegression,lck,F1 score,0.6031746031746031, DUD-AD,LogisticRegression,lck,recall,0.4810126582278481, DUD-AD,LogisticRegression,lck,precision,0.8085106382978723, DUD-AD,LogisticRegression,lck,MCC,0.6069526512745903, 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,0.7397442622301837, DUD-AD,LightGBM_Ranker,lck,BEDROC,0.3385553945896127, DUD-AD,LightGBM_Ranker,lck,Enrichment factor 1%,7.367088607594937, DUD-AD,LightGBM_Ranker,lck,Enrichment factor 5%,4.2974683544303796, DUD-AD,LightGBM_Ranker,lck,RIE,4.001651338906107, DUD-AD,LightGBM_Ranker,lck,AUPRC,0.22801778151912988, DUD-AD,LightGBM_Ranker,lck,accuracy,0.5331369661266568, DUD-AD,LightGBM_Ranker,lck,F1 score,0.16358839050131926, DUD-AD,LightGBM_Ranker,lck,recall,0.7848101265822784, DUD-AD,LightGBM_Ranker,lck,precision,0.09131075110456553, DUD-AD,LightGBM_Ranker,lck,MCC,0.14156754340284827, DUD-AD,RandomForest,mapk2,AUROC,0.9929158616509453, DUD-AD,RandomForest,mapk2,BEDROC,0.9332569196382857, DUD-AD,RandomForest,mapk2,Enrichment factor 1%,51.494505494505496, DUD-AD,RandomForest,mapk2,Enrichment factor 5%,19.017857142857142, DUD-AD,RandomForest,mapk2,RIE,15.908194804208328, DUD-AD,RandomForest,mapk2,AUPRC,0.8529759206698929, 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,0.971133083304921, DUD-AD,LogisticRegression,mapk2,BEDROC,0.7898399241661743, DUD-AD,LogisticRegression,mapk2,Enrichment factor 1%,51.494505494505496, DUD-AD,LogisticRegression,mapk2,Enrichment factor 5%,14.263392857142858, DUD-AD,LogisticRegression,mapk2,RIE,13.46352448117493, DUD-AD,LogisticRegression,mapk2,AUPRC,0.7001410301723358, DUD-AD,LogisticRegression,mapk2,accuracy,0.9874804381846636, DUD-AD,LogisticRegression,mapk2,F1 score,0.38461538461538464, DUD-AD,LogisticRegression,mapk2,recall,0.23809523809523808, DUD-AD,LogisticRegression,mapk2,precision,1.0, DUD-AD,LogisticRegression,mapk2,MCC,0.4848738826523142, 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,0.8727128082736675, DUD-AD,LightGBM_Ranker,mapk2,BEDROC,0.5830670433201378, DUD-AD,LightGBM_Ranker,mapk2,Enrichment factor 1%,28.087912087912088, DUD-AD,LightGBM_Ranker,mapk2,Enrichment factor 5%,12.361607142857142, DUD-AD,LightGBM_Ranker,mapk2,RIE,9.938896707817882, DUD-AD,LightGBM_Ranker,mapk2,AUPRC,0.4020220235349929, DUD-AD,LightGBM_Ranker,mapk2,accuracy,0.514866979655712, DUD-AD,LightGBM_Ranker,mapk2,F1 score,0.06060606060606061, DUD-AD,LightGBM_Ranker,mapk2,recall,0.9523809523809523, DUD-AD,LightGBM_Ranker,mapk2,precision,0.03129890453834116, DUD-AD,LightGBM_Ranker,mapk2,MCC,0.1169435611396609, DUD-AD,RandomForest,mcr,AUROC,0.9981576853829083, DUD-AD,RandomForest,mcr,BEDROC,0.9690854702667269, DUD-AD,RandomForest,mcr,Enrichment factor 1%,61.991902834008094, DUD-AD,RandomForest,mcr,Enrichment factor 5%,19.9375, DUD-AD,RandomForest,mcr,RIE,16.762086873756463, DUD-AD,RandomForest,mcr,AUPRC,0.8957938404587824, DUD-AD,RandomForest,mcr,accuracy,0.9890282131661442, DUD-AD,RandomForest,mcr,F1 score,0.4166666666666667, DUD-AD,RandomForest,mcr,recall,0.2631578947368421, DUD-AD,RandomForest,mcr,precision,1.0, DUD-AD,RandomForest,mcr,MCC,0.510156078062812, DUD-AD,LogisticRegression,mcr,AUROC,0.9940543482812041, DUD-AD,LogisticRegression,mcr,BEDROC,0.9099693319392989, DUD-AD,LogisticRegression,mcr,Enrichment factor 1%,51.659919028340084, DUD-AD,LogisticRegression,mcr,Enrichment factor 5%,19.9375, DUD-AD,LogisticRegression,mcr,RIE,15.739566287234895, DUD-AD,LogisticRegression,mcr,AUPRC,0.7352681312817975, DUD-AD,LogisticRegression,mcr,accuracy,0.9913793103448276, DUD-AD,LogisticRegression,mcr,F1 score,0.6451612903225806, DUD-AD,LogisticRegression,mcr,recall,0.5263157894736842, DUD-AD,LogisticRegression,mcr,precision,0.8333333333333334, DUD-AD,LogisticRegression,mcr,MCC,0.6584332997944711, 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,0.9819118201231001, DUD-AD,LightGBM_Ranker,mcr,BEDROC,0.8018866660146005, DUD-AD,LightGBM_Ranker,mcr,Enrichment factor 1%,41.32793522267207, DUD-AD,LightGBM_Ranker,mcr,Enrichment factor 5%,16.789473684210527, DUD-AD,LightGBM_Ranker,mcr,RIE,13.870080998090746, DUD-AD,LightGBM_Ranker,mcr,AUPRC,0.6300476540569653, 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,0.9719367588932807, DUD-AD,RandomForest,met,BEDROC,0.8995975732870176, DUD-AD,RandomForest,met,Enrichment factor 1%,44.62068965517241, DUD-AD,RandomForest,met,Enrichment factor 5%,17.848275862068967, DUD-AD,RandomForest,met,RIE,14.500313130554376, DUD-AD,RandomForest,met,AUPRC,0.8359573594913596, DUD-AD,RandomForest,met,accuracy,0.9891808346213292, DUD-AD,RandomForest,met,F1 score,0.6818181818181818, DUD-AD,RandomForest,met,recall,0.5172413793103449, DUD-AD,RandomForest,met,precision,1.0, DUD-AD,RandomForest,met,MCC,0.7152479489528808, DUD-AD,LogisticRegression,met,AUROC,0.9838080959520239, DUD-AD,LogisticRegression,met,BEDROC,0.9055967874198475, DUD-AD,LogisticRegression,met,Enrichment factor 1%,44.62068965517241, DUD-AD,LogisticRegression,met,Enrichment factor 5%,18.53474801061008, DUD-AD,LogisticRegression,met,RIE,14.597012461159949, DUD-AD,LogisticRegression,met,AUPRC,0.8487985895797461, DUD-AD,LogisticRegression,met,accuracy,0.9899536321483772, DUD-AD,LogisticRegression,met,F1 score,0.723404255319149, DUD-AD,LogisticRegression,met,recall,0.5862068965517241, DUD-AD,LogisticRegression,met,precision,0.9444444444444444, DUD-AD,LogisticRegression,met,MCC,0.7398565855092958, 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,0.6890282131661442, DUD-AD,LightGBM_Ranker,met,BEDROC,0.36042524571171874, 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,5.809574309903877, DUD-AD,LightGBM_Ranker,met,AUPRC,0.29581442606122177, DUD-AD,LightGBM_Ranker,met,accuracy,0.5115919629057187, DUD-AD,LightGBM_Ranker,met,F1 score,0.0650887573964497, DUD-AD,LightGBM_Ranker,met,recall,0.7586206896551724, DUD-AD,LightGBM_Ranker,met,precision,0.03400309119010819, DUD-AD,LightGBM_Ranker,met,MCC,0.0783153687846115, DUD-AD,RandomForest,mk01,AUROC,0.8894011658717541, DUD-AD,RandomForest,mk01,BEDROC,0.7553352006667923, DUD-AD,RandomForest,mk01,Enrichment factor 1%,58.75384615384615, DUD-AD,RandomForest,mk01,Enrichment factor 5%,15.9125, DUD-AD,RandomForest,mk01,RIE,13.458618998856116, DUD-AD,RandomForest,mk01,AUPRC,0.5215504974226614, 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,0.8788023317435082, DUD-AD,LogisticRegression,mk01,BEDROC,0.7131703327189061, DUD-AD,LogisticRegression,mk01,Enrichment factor 1%,52.225641025641025, DUD-AD,LogisticRegression,mk01,Enrichment factor 5%,14.586458333333333, DUD-AD,LogisticRegression,mk01,RIE,12.707322236323849, DUD-AD,LogisticRegression,mk01,AUPRC,0.539327486404277, DUD-AD,LogisticRegression,mk01,accuracy,0.9897879025923016, DUD-AD,LogisticRegression,mk01,F1 score,0.23529411764705882, DUD-AD,LogisticRegression,mk01,recall,0.13333333333333333, DUD-AD,LogisticRegression,mk01,precision,1.0, DUD-AD,LogisticRegression,mk01,MCC,0.3632761728496568, 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,0.711764705882353, DUD-AD,LightGBM_Ranker,mk01,BEDROC,0.22007198490435517, DUD-AD,LightGBM_Ranker,mk01,Enrichment factor 1%,13.056410256410256, DUD-AD,LightGBM_Ranker,mk01,Enrichment factor 5%,3.978125, DUD-AD,LightGBM_Ranker,mk01,RIE,3.9212590905562292, DUD-AD,LightGBM_Ranker,mk01,AUPRC,0.16178991388238861, DUD-AD,LightGBM_Ranker,mk01,accuracy,0.5074626865671642, DUD-AD,LightGBM_Ranker,mk01,F1 score,0.03686635944700461, DUD-AD,LightGBM_Ranker,mk01,recall,0.8, DUD-AD,LightGBM_Ranker,mk01,precision,0.018867924528301886, DUD-AD,LightGBM_Ranker,mk01,MCC,0.06560318408309335, DUD-AD,RandomForest,mk10,AUROC,0.8641950478233664, DUD-AD,RandomForest,mk10,BEDROC,0.6553101074843357, DUD-AD,RandomForest,mk10,Enrichment factor 1%,32.794871794871796, DUD-AD,RandomForest,mk10,Enrichment factor 5%,12.21267361111111, DUD-AD,RandomForest,mk10,RIE,10.022025206908095, DUD-AD,RandomForest,mk10,AUPRC,0.5573598230180696, 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,0.8868776258156789, DUD-AD,LogisticRegression,mk10,BEDROC,0.6185925470093037, DUD-AD,LogisticRegression,mk10,Enrichment factor 1%,30.061965811965813, DUD-AD,LogisticRegression,mk10,Enrichment factor 5%,11.102430555555555, DUD-AD,LogisticRegression,mk10,RIE,9.460482953275905, DUD-AD,LogisticRegression,mk10,AUPRC,0.4941461026591183, DUD-AD,LogisticRegression,mk10,accuracy,0.9773260359655981, DUD-AD,LogisticRegression,mk10,F1 score,0.35555555555555557, DUD-AD,LogisticRegression,mk10,recall,0.2222222222222222, DUD-AD,LogisticRegression,mk10,precision,0.8888888888888888, DUD-AD,LogisticRegression,mk10,MCC,0.43810283950778006, 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,0.6896844551711808, DUD-AD,LightGBM_Ranker,mk10,BEDROC,0.44909819546776436, DUD-AD,LightGBM_Ranker,mk10,Enrichment factor 1%,27.32905982905983, DUD-AD,LightGBM_Ranker,mk10,Enrichment factor 5%,7.771701388888889, DUD-AD,LightGBM_Ranker,mk10,RIE,6.868310736189649, DUD-AD,LightGBM_Ranker,mk10,AUPRC,0.35904808029975727, DUD-AD,LightGBM_Ranker,mk10,accuracy,0.509773260359656, DUD-AD,LightGBM_Ranker,mk10,F1 score,0.07111111111111111, DUD-AD,LightGBM_Ranker,mk10,recall,0.6666666666666666, DUD-AD,LightGBM_Ranker,mk10,precision,0.03755868544600939, DUD-AD,LightGBM_Ranker,mk10,MCC,0.0568606794309609, DUD-AD,RandomForest,mk14,AUROC,0.9785089476495726, DUD-AD,RandomForest,mk14,BEDROC,0.9484641339538333, DUD-AD,RandomForest,mk14,Enrichment factor 1%,11.94017094017094, DUD-AD,RandomForest,mk14,Enrichment factor 5%,11.76959706959707, DUD-AD,RandomForest,mk14,RIE,9.203629728857598, DUD-AD,RandomForest,mk14,AUPRC,0.9210456957212937, DUD-AD,RandomForest,mk14,accuracy,0.964924838940587, DUD-AD,RandomForest,mk14,F1 score,0.7379679144385026, DUD-AD,RandomForest,mk14,recall,0.5897435897435898, DUD-AD,RandomForest,mk14,precision,0.9857142857142858, DUD-AD,RandomForest,mk14,MCC,0.7478266875247693, DUD-AD,LogisticRegression,mk14,AUROC,0.9745726495726497, DUD-AD,LogisticRegression,mk14,BEDROC,0.9132406816388171, DUD-AD,LogisticRegression,mk14,Enrichment factor 1%,11.94017094017094, DUD-AD,LogisticRegression,mk14,Enrichment factor 5%,11.087301587301587, DUD-AD,LogisticRegression,mk14,RIE,8.861831238526896, DUD-AD,LogisticRegression,mk14,AUPRC,0.8711671414477012, DUD-AD,LogisticRegression,mk14,accuracy,0.9706513958482462, DUD-AD,LogisticRegression,mk14,F1 score,0.8075117370892019, DUD-AD,LogisticRegression,mk14,recall,0.7350427350427351, DUD-AD,LogisticRegression,mk14,precision,0.8958333333333334, DUD-AD,LogisticRegression,mk14,MCC,0.7963345848106042, 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,0.7312833867521368, DUD-AD,LightGBM_Ranker,mk14,BEDROC,0.45146038838851316, DUD-AD,LightGBM_Ranker,mk14,Enrichment factor 1%,7.675824175824176, DUD-AD,LightGBM_Ranker,mk14,Enrichment factor 5%,5.117216117216117, DUD-AD,LightGBM_Ranker,mk14,RIE,4.380844943207532, DUD-AD,LightGBM_Ranker,mk14,AUPRC,0.3211221972839802, DUD-AD,LightGBM_Ranker,mk14,accuracy,0.5440229062276306, DUD-AD,LightGBM_Ranker,mk14,F1 score,0.2184049079754601, DUD-AD,LightGBM_Ranker,mk14,recall,0.7606837606837606, DUD-AD,LightGBM_Ranker,mk14,precision,0.12750716332378223, DUD-AD,LightGBM_Ranker,mk14,MCC,0.15784393272999658, DUD-AD,RandomForest,mp2k1,AUROC,0.9475524475524476, DUD-AD,RandomForest,mp2k1,BEDROC,0.7994434250160467, DUD-AD,RandomForest,mp2k1,Enrichment factor 1%,53.83216783216783, DUD-AD,RandomForest,mp2k1,Enrichment factor 5%,15.252447552447553, DUD-AD,RandomForest,mp2k1,RIE,13.535493247905459, DUD-AD,RandomForest,mp2k1,AUPRC,0.7238209891039616, 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,0.9810035325499243, DUD-AD,LogisticRegression,mp2k1,BEDROC,0.8433889608957884, DUD-AD,LogisticRegression,mp2k1,Enrichment factor 1%,58.31818181818182, DUD-AD,LogisticRegression,mp2k1,Enrichment factor 5%,15.252447552447553, DUD-AD,LogisticRegression,mp2k1,RIE,14.279541523745502, DUD-AD,LogisticRegression,mp2k1,AUPRC,0.7866499383346186, DUD-AD,LogisticRegression,mp2k1,accuracy,0.9922057677318784, DUD-AD,LogisticRegression,mp2k1,F1 score,0.7058823529411765, DUD-AD,LogisticRegression,mp2k1,recall,0.5454545454545454, DUD-AD,LogisticRegression,mp2k1,precision,1.0, DUD-AD,LogisticRegression,mp2k1,MCC,0.7356378232105709, 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,0.8048806863239852, DUD-AD,LightGBM_Ranker,mp2k1,BEDROC,0.5730136637707063, DUD-AD,LightGBM_Ranker,mp2k1,Enrichment factor 1%,49.34615384615384, DUD-AD,LightGBM_Ranker,mp2k1,Enrichment factor 5%,9.86923076923077, DUD-AD,LightGBM_Ranker,mp2k1,RIE,9.701777943704723, DUD-AD,LightGBM_Ranker,mp2k1,AUPRC,0.5165923366357585, DUD-AD,LightGBM_Ranker,mp2k1,accuracy,0.5113016367887763, DUD-AD,LightGBM_Ranker,mp2k1,F1 score,0.05429864253393665, DUD-AD,LightGBM_Ranker,mp2k1,recall,0.8181818181818182, DUD-AD,LightGBM_Ranker,mp2k1,precision,0.028081123244929798, DUD-AD,LightGBM_Ranker,mp2k1,MCC,0.08415712406286445, DUD-AD,RandomForest,pa2ga,AUROC,0.9890472420163632, DUD-AD,RandomForest,pa2ga,BEDROC,0.8752456056488693, DUD-AD,RandomForest,pa2ga,Enrichment factor 1%,65.53846153846153, DUD-AD,RandomForest,pa2ga,Enrichment factor 5%,17.30625, DUD-AD,RandomForest,pa2ga,RIE,15.602100902915367, DUD-AD,RandomForest,pa2ga,AUPRC,0.7715557275541796, 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,0.9682765901293218, DUD-AD,LogisticRegression,pa2ga,BEDROC,0.8128688672406458, DUD-AD,LogisticRegression,pa2ga,Enrichment factor 1%,65.53846153846153, DUD-AD,LogisticRegression,pa2ga,Enrichment factor 5%,15.975, DUD-AD,LogisticRegression,pa2ga,RIE,14.490175110360108, DUD-AD,LogisticRegression,pa2ga,AUPRC,0.7303648666289653, DUD-AD,LogisticRegression,pa2ga,accuracy,0.9945226917057903, DUD-AD,LogisticRegression,pa2ga,F1 score,0.72, DUD-AD,LogisticRegression,pa2ga,recall,0.6, DUD-AD,LogisticRegression,pa2ga,precision,0.9, DUD-AD,LogisticRegression,pa2ga,MCC,0.7324288639398511, 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,0.6769068355766693, DUD-AD,LightGBM_Ranker,pa2ga,BEDROC,0.44553503903442326, DUD-AD,LightGBM_Ranker,pa2ga,Enrichment factor 1%,26.215384615384615, DUD-AD,LightGBM_Ranker,pa2ga,Enrichment factor 5%,9.31875, DUD-AD,LightGBM_Ranker,pa2ga,RIE,7.942093750487124, DUD-AD,LightGBM_Ranker,pa2ga,AUPRC,0.32642530270066555, DUD-AD,LightGBM_Ranker,pa2ga,accuracy,0.5039123630672926, DUD-AD,LightGBM_Ranker,pa2ga,F1 score,0.03058103975535168, DUD-AD,LightGBM_Ranker,pa2ga,recall,0.6666666666666666, DUD-AD,LightGBM_Ranker,pa2ga,precision,0.01564945226917058, DUD-AD,LightGBM_Ranker,pa2ga,MCC,0.03632642833556441, DUD-AD,RandomForest,pgh1,AUROC,0.9392696399345336, DUD-AD,RandomForest,pgh1,BEDROC,0.8646848910412349, DUD-AD,RandomForest,pgh1,Enrichment factor 1%,16.275, DUD-AD,RandomForest,pgh1,Enrichment factor 5%,14.055681818181819, DUD-AD,RandomForest,pgh1,RIE,9.954772144024645, DUD-AD,RandomForest,pgh1,AUPRC,0.8003011379990349, DUD-AD,RandomForest,pgh1,accuracy,0.9477726574500768, DUD-AD,RandomForest,pgh1,F1 score,0.2608695652173913, DUD-AD,RandomForest,pgh1,recall,0.15, DUD-AD,RandomForest,pgh1,precision,1.0, DUD-AD,RandomForest,pgh1,MCC,0.3769522824653194, DUD-AD,LogisticRegression,pgh1,AUROC,0.9440466448445172, DUD-AD,LogisticRegression,pgh1,BEDROC,0.8123372269944752, DUD-AD,LogisticRegression,pgh1,Enrichment factor 1%,16.275, DUD-AD,LogisticRegression,pgh1,Enrichment factor 5%,12.329545454545455, DUD-AD,LogisticRegression,pgh1,RIE,9.35211437931576, DUD-AD,LogisticRegression,pgh1,AUPRC,0.7418160951738352, DUD-AD,LogisticRegression,pgh1,accuracy,0.9623655913978495, DUD-AD,LogisticRegression,pgh1,F1 score,0.5739130434782609, DUD-AD,LogisticRegression,pgh1,recall,0.4125, DUD-AD,LogisticRegression,pgh1,precision,0.9428571428571428, DUD-AD,LogisticRegression,pgh1,MCC,0.6100362712534049, 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,0.7759308510638298, DUD-AD,LightGBM_Ranker,pgh1,BEDROC,0.5185052453363074, DUD-AD,LightGBM_Ranker,pgh1,Enrichment factor 1%,12.7875, DUD-AD,LightGBM_Ranker,pgh1,Enrichment factor 5%,7.151136363636364, DUD-AD,LightGBM_Ranker,pgh1,RIE,5.969344040071653, DUD-AD,LightGBM_Ranker,pgh1,AUPRC,0.4038909317490057, DUD-AD,LightGBM_Ranker,pgh1,accuracy,0.5384024577572964, DUD-AD,LightGBM_Ranker,pgh1,F1 score,0.17783857729138167, DUD-AD,LightGBM_Ranker,pgh1,recall,0.8125, DUD-AD,LightGBM_Ranker,pgh1,precision,0.09984639016897082, DUD-AD,LightGBM_Ranker,pgh1,MCC,0.15991507566172508, DUD-AD,RandomForest,pgh2,AUROC,0.926693698665195, DUD-AD,RandomForest,pgh2,BEDROC,0.7989754037373743, DUD-AD,RandomForest,pgh2,Enrichment factor 1%,12.774891774891776, DUD-AD,RandomForest,pgh2,Enrichment factor 5%,11.564339042599912, DUD-AD,RandomForest,pgh2,RIE,8.423213072286503, DUD-AD,RandomForest,pgh2,AUPRC,0.7009026345328382, DUD-AD,RandomForest,pgh2,accuracy,0.9500734214390602, DUD-AD,RandomForest,pgh2,F1 score,0.5211267605633803, DUD-AD,RandomForest,pgh2,recall,0.37373737373737376, DUD-AD,RandomForest,pgh2,precision,0.8604651162790697, DUD-AD,RandomForest,pgh2,MCC,0.5478648698318798, DUD-AD,LogisticRegression,pgh2,AUROC,0.9305405599942417, DUD-AD,LogisticRegression,pgh2,BEDROC,0.7967888264351497, DUD-AD,LogisticRegression,pgh2,Enrichment factor 1%,11.79220779220779, DUD-AD,LogisticRegression,pgh2,Enrichment factor 5%,10.966183574879228, DUD-AD,LogisticRegression,pgh2,RIE,8.400161040614197, DUD-AD,LogisticRegression,pgh2,AUPRC,0.6969221873528268, DUD-AD,LogisticRegression,pgh2,accuracy,0.9537444933920705, DUD-AD,LogisticRegression,pgh2,F1 score,0.5882352941176471, DUD-AD,LogisticRegression,pgh2,recall,0.45454545454545453, DUD-AD,LogisticRegression,pgh2,precision,0.8333333333333334, DUD-AD,LogisticRegression,pgh2,MCC,0.5952967214974111, 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,0.6299135455905052, DUD-AD,LightGBM_Ranker,pgh2,BEDROC,0.42313464771274745, DUD-AD,LightGBM_Ranker,pgh2,Enrichment factor 1%,12.774891774891776, DUD-AD,LightGBM_Ranker,pgh2,Enrichment factor 5%,5.782169521299956, DUD-AD,LightGBM_Ranker,pgh2,RIE,4.460904946793659, DUD-AD,LightGBM_Ranker,pgh2,AUPRC,0.2974330516951577, DUD-AD,LightGBM_Ranker,pgh2,accuracy,0.5154185022026432, DUD-AD,LightGBM_Ranker,pgh2,F1 score,0.15384615384615385, DUD-AD,LightGBM_Ranker,pgh2,recall,0.6060606060606061, DUD-AD,LightGBM_Ranker,pgh2,precision,0.0881057268722467, DUD-AD,LightGBM_Ranker,pgh2,MCC,0.05938818081923186, DUD-AD,RandomForest,plk1,AUROC,0.9478611142630206, DUD-AD,RandomForest,plk1,BEDROC,0.7684245205649591, DUD-AD,RandomForest,plk1,Enrichment factor 1%,60.95238095238095, DUD-AD,RandomForest,plk1,Enrichment factor 5%,15.238095238095237, DUD-AD,RandomForest,plk1,RIE,13.101659544089559, DUD-AD,RandomForest,plk1,AUPRC,0.7128857408818021, 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,0.9650138053632891, DUD-AD,LogisticRegression,plk1,BEDROC,0.8170432662291673, DUD-AD,LogisticRegression,plk1,Enrichment factor 1%,56.263736263736256, DUD-AD,LogisticRegression,plk1,Enrichment factor 5%,16.19047619047619, DUD-AD,LogisticRegression,plk1,RIE,13.930610512901255, DUD-AD,LogisticRegression,plk1,AUPRC,0.7414382075774715, DUD-AD,LogisticRegression,plk1,accuracy,0.98984375, DUD-AD,LogisticRegression,plk1,F1 score,0.5517241379310345, DUD-AD,LogisticRegression,plk1,recall,0.38095238095238093, DUD-AD,LogisticRegression,plk1,precision,1.0, DUD-AD,LogisticRegression,plk1,MCC,0.6140513005445954, 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,0.6621279170921744, DUD-AD,LightGBM_Ranker,plk1,BEDROC,0.20045593837767675, DUD-AD,LightGBM_Ranker,plk1,Enrichment factor 1%,9.377289377289378, DUD-AD,LightGBM_Ranker,plk1,Enrichment factor 5%,3.8095238095238093, DUD-AD,LightGBM_Ranker,plk1,RIE,3.417779385795859, DUD-AD,LightGBM_Ranker,plk1,AUPRC,0.12825889568618118, DUD-AD,LightGBM_Ranker,plk1,accuracy,0.50546875, DUD-AD,LightGBM_Ranker,plk1,F1 score,0.04236006051437216, DUD-AD,LightGBM_Ranker,plk1,recall,0.6666666666666666, DUD-AD,LightGBM_Ranker,plk1,precision,0.021875, DUD-AD,LightGBM_Ranker,plk1,MCC,0.04305023510873848, DUD-AD,RandomForest,ppard,AUROC,0.9670691434468525, DUD-AD,RandomForest,ppard,BEDROC,0.920365455371345, DUD-AD,RandomForest,ppard,Enrichment factor 1%,34.55263157894737, DUD-AD,RandomForest,ppard,Enrichment factor 5%,18.323365231259967, DUD-AD,RandomForest,ppard,RIE,13.97479750905247, DUD-AD,RandomForest,ppard,AUPRC,0.8785581597553094, DUD-AD,RandomForest,ppard,accuracy,0.9809596344249809, DUD-AD,RandomForest,ppard,F1 score,0.5283018867924528, DUD-AD,RandomForest,ppard,recall,0.3684210526315789, DUD-AD,RandomForest,ppard,precision,0.9333333333333333, DUD-AD,RandomForest,ppard,MCC,0.5799396738810919, DUD-AD,LogisticRegression,ppard,AUROC,0.9879256965944272, DUD-AD,LogisticRegression,ppard,BEDROC,0.9252333265476359, DUD-AD,LogisticRegression,ppard,Enrichment factor 1%,34.55263157894737, DUD-AD,LogisticRegression,ppard,Enrichment factor 5%,18.84688995215311, DUD-AD,LogisticRegression,ppard,RIE,14.048711097747075, DUD-AD,LogisticRegression,ppard,AUPRC,0.871231459172555, DUD-AD,LogisticRegression,ppard,accuracy,0.9855293221629855, DUD-AD,LogisticRegression,ppard,F1 score,0.6885245901639344, DUD-AD,LogisticRegression,ppard,recall,0.5526315789473685, DUD-AD,LogisticRegression,ppard,precision,0.9130434782608695, DUD-AD,LogisticRegression,ppard,MCC,0.7041891536167837, 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,0.8005572755417956, DUD-AD,LightGBM_Ranker,ppard,BEDROC,0.3837904886748791, DUD-AD,LightGBM_Ranker,ppard,Enrichment factor 1%,17.276315789473685, DUD-AD,LightGBM_Ranker,ppard,Enrichment factor 5%,6.282296650717703, DUD-AD,LightGBM_Ranker,ppard,RIE,5.827461649921833, DUD-AD,LightGBM_Ranker,ppard,AUPRC,0.26197457776252386, DUD-AD,LightGBM_Ranker,ppard,accuracy,0.5217060167555218, DUD-AD,LightGBM_Ranker,ppard,F1 score,0.09510086455331412, DUD-AD,LightGBM_Ranker,ppard,recall,0.868421052631579, DUD-AD,LightGBM_Ranker,ppard,precision,0.05030487804878049, DUD-AD,LightGBM_Ranker,ppard,MCC,0.12733855876968428, DUD-AD,RandomForest,pparg,AUROC,0.9883597512741693, DUD-AD,RandomForest,pparg,BEDROC,0.9115091764262659, DUD-AD,RandomForest,pparg,Enrichment factor 1%,17.844155844155843, DUD-AD,RandomForest,pparg,Enrichment factor 5%,15.258046301524562, DUD-AD,RandomForest,pparg,RIE,10.962458647792213, DUD-AD,RandomForest,pparg,AUPRC,0.8683696783978545, 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,0.9878941413251359, DUD-AD,LogisticRegression,pparg,BEDROC,0.9046154918725348, DUD-AD,LogisticRegression,pparg,Enrichment factor 1%,16.569573283858997, DUD-AD,LogisticRegression,pparg,Enrichment factor 5%,14.999435347261436, DUD-AD,LogisticRegression,pparg,RIE,10.879550287370298, DUD-AD,LogisticRegression,pparg,AUPRC,0.858560744837738, DUD-AD,LogisticRegression,pparg,accuracy,0.9767103347889374, DUD-AD,LogisticRegression,pparg,F1 score,0.7647058823529411, DUD-AD,LogisticRegression,pparg,recall,0.6753246753246753, DUD-AD,LogisticRegression,pparg,precision,0.8813559322033898, DUD-AD,LogisticRegression,pparg,MCC,0.7600713142193727, 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,0.8620092320940431, DUD-AD,LightGBM_Ranker,pparg,BEDROC,0.47669022593529004, DUD-AD,LightGBM_Ranker,pparg,Enrichment factor 1%,10.196660482374767, DUD-AD,LightGBM_Ranker,pparg,Enrichment factor 5%,6.206662902315077, DUD-AD,LightGBM_Ranker,pparg,RIE,5.733016252422882, DUD-AD,LightGBM_Ranker,pparg,AUPRC,0.3207936724969654, 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,0.9542808953036649, DUD-AD,RandomForest,prgr,BEDROC,0.8997719486918785, DUD-AD,RandomForest,prgr,Enrichment factor 1%,23.263157894736842, DUD-AD,RandomForest,prgr,Enrichment factor 5%,16.666142969363708, DUD-AD,RandomForest,prgr,RIE,12.071699138113006, DUD-AD,RandomForest,prgr,AUPRC,0.8470385817194036, DUD-AD,RandomForest,prgr,accuracy,0.9728506787330317, DUD-AD,RandomForest,prgr,F1 score,0.55, DUD-AD,RandomForest,prgr,recall,0.38596491228070173, DUD-AD,RandomForest,prgr,precision,0.9565217391304348, DUD-AD,RandomForest,prgr,MCC,0.5984010343140634, DUD-AD,LogisticRegression,prgr,AUROC,0.9791934525043895, DUD-AD,LogisticRegression,prgr,BEDROC,0.8798516074345896, DUD-AD,LogisticRegression,prgr,Enrichment factor 1%,21.601503759398494, DUD-AD,LogisticRegression,prgr,Enrichment factor 5%,16.666142969363708, DUD-AD,LogisticRegression,prgr,RIE,11.804439900442043, DUD-AD,LogisticRegression,prgr,AUPRC,0.8090186241017464, DUD-AD,LogisticRegression,prgr,accuracy,0.978129713423831, DUD-AD,LogisticRegression,prgr,F1 score,0.7070707070707071, DUD-AD,LogisticRegression,prgr,recall,0.6140350877192983, DUD-AD,LogisticRegression,prgr,precision,0.8333333333333334, DUD-AD,LogisticRegression,prgr,MCC,0.7047501501901093, 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,0.768307688053862, DUD-AD,LightGBM_Ranker,prgr,BEDROC,0.42358765325686015, DUD-AD,LightGBM_Ranker,prgr,Enrichment factor 1%,16.616541353383457, DUD-AD,LightGBM_Ranker,prgr,Enrichment factor 5%,5.555380989787903, DUD-AD,LightGBM_Ranker,prgr,RIE,5.683020844648465, DUD-AD,LightGBM_Ranker,prgr,AUPRC,0.3129616623351078, DUD-AD,LightGBM_Ranker,prgr,accuracy,0.5294117647058824, DUD-AD,LightGBM_Ranker,prgr,F1 score,0.13333333333333333, DUD-AD,LightGBM_Ranker,prgr,recall,0.8421052631578947, DUD-AD,LightGBM_Ranker,prgr,precision,0.07239819004524888, DUD-AD,LightGBM_Ranker,prgr,MCC,0.14500947097222183, DUD-AD,RandomForest,ptn1,AUROC,0.9632176611651855, DUD-AD,RandomForest,ptn1,BEDROC,0.8631317143637487, DUD-AD,RandomForest,ptn1,Enrichment factor 1%,37.794117647058826, DUD-AD,RandomForest,ptn1,Enrichment factor 5%,16.861990950226243, DUD-AD,RandomForest,ptn1,RIE,13.40454538431141, DUD-AD,RandomForest,ptn1,AUPRC,0.817218720588539, DUD-AD,RandomForest,ptn1,accuracy,0.982101167315175, DUD-AD,RandomForest,ptn1,F1 score,0.4888888888888889, DUD-AD,RandomForest,ptn1,recall,0.3235294117647059, DUD-AD,RandomForest,ptn1,precision,1.0, DUD-AD,RandomForest,ptn1,MCC,0.5636387264082386, DUD-AD,LogisticRegression,ptn1,AUROC,0.9456669958151126, DUD-AD,LogisticRegression,ptn1,BEDROC,0.8205054362321449, DUD-AD,LogisticRegression,ptn1,Enrichment factor 1%,37.794117647058826, DUD-AD,LogisticRegression,ptn1,Enrichment factor 5%,15.699095022624434, DUD-AD,LogisticRegression,ptn1,RIE,12.74255386209708, DUD-AD,LogisticRegression,ptn1,AUPRC,0.7639957027665277, DUD-AD,LogisticRegression,ptn1,accuracy,0.9875486381322958, DUD-AD,LogisticRegression,ptn1,F1 score,0.6923076923076923, DUD-AD,LogisticRegression,ptn1,recall,0.5294117647058824, DUD-AD,LogisticRegression,ptn1,precision,1.0, DUD-AD,LogisticRegression,ptn1,MCC,0.7229980757642767, 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,0.7511872854657451, DUD-AD,LightGBM_Ranker,ptn1,BEDROC,0.3458814118273369, DUD-AD,LightGBM_Ranker,ptn1,Enrichment factor 1%,20.350678733031675, DUD-AD,LightGBM_Ranker,ptn1,Enrichment factor 5%,5.8144796380090495, DUD-AD,LightGBM_Ranker,ptn1,RIE,5.371582382363804, DUD-AD,LightGBM_Ranker,ptn1,AUPRC,0.2658029232083504, DUD-AD,LightGBM_Ranker,ptn1,accuracy,0.5175097276264592, DUD-AD,LightGBM_Ranker,ptn1,F1 score,0.08284023668639054, DUD-AD,LightGBM_Ranker,ptn1,recall,0.8235294117647058, DUD-AD,LightGBM_Ranker,ptn1,precision,0.04361370716510903, DUD-AD,LightGBM_Ranker,ptn1,MCC,0.10680134107362779, DUD-AD,RandomForest,pur2,AUROC,0.9915146708961142, DUD-AD,RandomForest,pur2,BEDROC,0.8953853342470226, DUD-AD,RandomForest,pur2,Enrichment factor 1%,77.90769230769232, DUD-AD,RandomForest,pur2,Enrichment factor 5%,19.78125, DUD-AD,RandomForest,pur2,RIE,17.21871111662785, DUD-AD,RandomForest,pur2,AUPRC,0.7758730158730158, 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,0.9992069785884219, DUD-AD,LogisticRegression,pur2,BEDROC,0.9850518418479982, DUD-AD,LogisticRegression,pur2,Enrichment factor 1%,97.38461538461539, DUD-AD,LogisticRegression,pur2,Enrichment factor 5%,19.78125, DUD-AD,LogisticRegression,pur2,RIE,18.943043231884424, DUD-AD,LogisticRegression,pur2,AUPRC,0.8711111111111112, DUD-AD,LogisticRegression,pur2,accuracy,0.9984202211690363, DUD-AD,LogisticRegression,pur2,F1 score,0.75, DUD-AD,LogisticRegression,pur2,recall,0.6, DUD-AD,LogisticRegression,pur2,precision,1.0, DUD-AD,LogisticRegression,pur2,MCC,0.773983127228982, 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,0.989532117367169, DUD-AD,LightGBM_Ranker,pur2,BEDROC,0.8397765802551939, DUD-AD,LightGBM_Ranker,pur2,Enrichment factor 1%,58.43076923076923, DUD-AD,LightGBM_Ranker,pur2,Enrichment factor 5%,19.78125, DUD-AD,LightGBM_Ranker,pur2,RIE,16.149326761610673, DUD-AD,LightGBM_Ranker,pur2,AUPRC,0.4581859410430839, 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,0.9907157483246464, DUD-AD,RandomForest,pyrd,BEDROC,0.9118386294989125, DUD-AD,RandomForest,pyrd,Enrichment factor 1%,69.55656108597286, DUD-AD,RandomForest,pyrd,Enrichment factor 5%,17.389140271493215, DUD-AD,RandomForest,pyrd,RIE,16.01722586027341, DUD-AD,RandomForest,pyrd,AUPRC,0.8602448062558357, 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,0.9944620253164557, DUD-AD,LogisticRegression,pyrd,BEDROC,0.9383096600135661, DUD-AD,LogisticRegression,pyrd,Enrichment factor 1%,69.55656108597286, DUD-AD,LogisticRegression,pyrd,Enrichment factor 5%,18.548416289592762, DUD-AD,LogisticRegression,pyrd,RIE,16.482212163267235, DUD-AD,LogisticRegression,pyrd,AUPRC,0.8669094249134315, DUD-AD,LogisticRegression,pyrd,accuracy,0.994535519125683, DUD-AD,LogisticRegression,pyrd,F1 score,0.7741935483870968, DUD-AD,LogisticRegression,pyrd,recall,0.7058823529411765, DUD-AD,LogisticRegression,pyrd,precision,0.8571428571428571, DUD-AD,LogisticRegression,pyrd,MCC,0.7751815127162245, 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,0.6210443037974684, DUD-AD,LightGBM_Ranker,pyrd,BEDROC,0.35853462889928767, DUD-AD,LightGBM_Ranker,pyrd,Enrichment factor 1%,34.77828054298643, DUD-AD,LightGBM_Ranker,pyrd,Enrichment factor 5%,6.955656108597285, DUD-AD,LightGBM_Ranker,pyrd,RIE,6.297967611974746, DUD-AD,LightGBM_Ranker,pyrd,AUPRC,0.22071463639895333, DUD-AD,LightGBM_Ranker,pyrd,accuracy,0.5042935206869633, DUD-AD,LightGBM_Ranker,pyrd,F1 score,0.0334855403348554, DUD-AD,LightGBM_Ranker,pyrd,recall,0.6470588235294118, DUD-AD,LightGBM_Ranker,pyrd,precision,0.0171875, DUD-AD,LightGBM_Ranker,pyrd,MCC,0.03419977951277682, DUD-AD,RandomForest,rock1,AUROC,0.9578855434171182, DUD-AD,RandomForest,rock1,BEDROC,0.8369131624740864, DUD-AD,RandomForest,rock1,Enrichment factor 1%,47.333333333333336, DUD-AD,RandomForest,rock1,Enrichment factor 5%,16.270833333333332, DUD-AD,RandomForest,rock1,RIE,13.651612846390085, DUD-AD,RandomForest,rock1,AUPRC,0.7713080042021806, 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,0.9880984101607603, DUD-AD,LogisticRegression,rock1,BEDROC,0.9076043671593558, DUD-AD,LogisticRegression,rock1,Enrichment factor 1%,47.333333333333336, DUD-AD,LogisticRegression,rock1,Enrichment factor 5%,18.489583333333332, DUD-AD,LogisticRegression,rock1,RIE,14.804718087952857, DUD-AD,LogisticRegression,rock1,AUPRC,0.8457407685114089, DUD-AD,LogisticRegression,rock1,accuracy,0.9929577464788732, DUD-AD,LogisticRegression,rock1,F1 score,0.8, DUD-AD,LogisticRegression,rock1,recall,0.6666666666666666, DUD-AD,LogisticRegression,rock1,precision,1.0, DUD-AD,LogisticRegression,rock1,MCC,0.8135752957807666, 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,0.8404535630754656, DUD-AD,LightGBM_Ranker,rock1,BEDROC,0.4586165703572173, DUD-AD,LightGBM_Ranker,rock1,Enrichment factor 1%,21.846153846153843, DUD-AD,LightGBM_Ranker,rock1,Enrichment factor 5%,8.875, DUD-AD,LightGBM_Ranker,rock1,RIE,7.480890686859616, DUD-AD,LightGBM_Ranker,rock1,AUPRC,0.32149091654788564, DUD-AD,LightGBM_Ranker,rock1,accuracy,0.5179968701095462, DUD-AD,LightGBM_Ranker,rock1,F1 score,0.07507507507507508, DUD-AD,LightGBM_Ranker,rock1,recall,0.9259259259259259, DUD-AD,LightGBM_Ranker,rock1,precision,0.03912363067292645, DUD-AD,LightGBM_Ranker,rock1,MCC,0.12514609397901122, DUD-AD,RandomForest,src,AUROC,0.9263854527461652, DUD-AD,RandomForest,src,BEDROC,0.8076454892031204, DUD-AD,RandomForest,src,Enrichment factor 1%,14.72340425531915, DUD-AD,RandomForest,src,Enrichment factor 5%,11.989057750759878, DUD-AD,RandomForest,src,RIE,8.83431937412186, DUD-AD,RandomForest,src,AUPRC,0.7265722086871248, DUD-AD,RandomForest,src,accuracy,0.9523121387283237, DUD-AD,RandomForest,src,F1 score,0.47619047619047616, DUD-AD,RandomForest,src,recall,0.3191489361702128, DUD-AD,RandomForest,src,precision,0.9375, DUD-AD,RandomForest,src,MCC,0.5317089320929665, DUD-AD,LogisticRegression,src,AUROC,0.8851888504040903, DUD-AD,LogisticRegression,src,BEDROC,0.7840466773076893, DUD-AD,LogisticRegression,src,Enrichment factor 1%,14.72340425531915, DUD-AD,LogisticRegression,src,Enrichment factor 5%,11.77872340425532, DUD-AD,LogisticRegression,src,RIE,8.576187010539732, DUD-AD,LogisticRegression,src,AUPRC,0.6900969260624166, DUD-AD,LogisticRegression,src,accuracy,0.9573699421965318, DUD-AD,LogisticRegression,src,F1 score,0.5815602836879432, DUD-AD,LogisticRegression,src,recall,0.43617021276595747, DUD-AD,LogisticRegression,src,precision,0.8723404255319149, DUD-AD,LogisticRegression,src,MCC,0.5994377953609997, 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,0.7002556490186377, DUD-AD,LightGBM_Ranker,src,BEDROC,0.30062243721136384, DUD-AD,LightGBM_Ranker,src,Enrichment factor 1%,6.310030395136778, DUD-AD,LightGBM_Ranker,src,Enrichment factor 5%,3.5756838905775075, DUD-AD,LightGBM_Ranker,src,RIE,3.2883173388840046, DUD-AD,LightGBM_Ranker,src,AUPRC,0.20897664393493098, DUD-AD,LightGBM_Ranker,src,accuracy,0.5346820809248555, DUD-AD,LightGBM_Ranker,src,F1 score,0.1806615776081425, DUD-AD,LightGBM_Ranker,src,recall,0.7553191489361702, DUD-AD,LightGBM_Ranker,src,precision,0.10260115606936417, DUD-AD,LightGBM_Ranker,src,MCC,0.13784228235397222, DUD-AD,RandomForest,try1,AUROC,0.9685461398450461, DUD-AD,RandomForest,try1,BEDROC,0.926655835357259, DUD-AD,RandomForest,try1,Enrichment factor 1%,13.928571428571429, DUD-AD,RandomForest,try1,Enrichment factor 5%,12.515527950310558, DUD-AD,RandomForest,try1,RIE,9.836395823011344, DUD-AD,RandomForest,try1,AUPRC,0.8874213622687491, 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,0.9801233832127958, DUD-AD,LogisticRegression,try1,BEDROC,0.927114283462832, DUD-AD,LogisticRegression,try1,Enrichment factor 1%,13.928571428571429, DUD-AD,LogisticRegression,try1,Enrichment factor 5%,12.919254658385094, DUD-AD,LogisticRegression,try1,RIE,9.841262221966058, DUD-AD,LogisticRegression,try1,AUPRC,0.8898365928056754, DUD-AD,LogisticRegression,try1,accuracy,0.9721611721611721, DUD-AD,LogisticRegression,try1,F1 score,0.7816091954022989, DUD-AD,LogisticRegression,try1,recall,0.6938775510204082, DUD-AD,LogisticRegression,try1,precision,0.8947368421052632, DUD-AD,LogisticRegression,try1,MCC,0.7740711040259839, 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,0.7981452249408051, DUD-AD,LightGBM_Ranker,try1,BEDROC,0.5672322967483696, DUD-AD,LightGBM_Ranker,try1,Enrichment factor 1%,12.933673469387756, DUD-AD,LightGBM_Ranker,try1,Enrichment factor 5%,6.459627329192547, DUD-AD,LightGBM_Ranker,try1,RIE,6.021136666469764, DUD-AD,LightGBM_Ranker,try1,AUPRC,0.452592109582118, DUD-AD,LightGBM_Ranker,try1,accuracy,0.5472527472527473, DUD-AD,LightGBM_Ranker,try1,F1 score,0.2076923076923077, DUD-AD,LightGBM_Ranker,try1,recall,0.826530612244898, DUD-AD,LightGBM_Ranker,try1,precision,0.1187683284457478, DUD-AD,LightGBM_Ranker,try1,MCC,0.18183005140275466, DUD-AD,RandomForest,tysy,AUROC,0.9755203064026594, DUD-AD,RandomForest,tysy,BEDROC,0.8814750779625161, DUD-AD,RandomForest,tysy,Enrichment factor 1%,58.18181818181818, DUD-AD,RandomForest,tysy,Enrichment factor 5%,17.272727272727273, DUD-AD,RandomForest,tysy,RIE,14.918728793805826, DUD-AD,RandomForest,tysy,AUPRC,0.8363305825072943, DUD-AD,RandomForest,tysy,accuracy,0.98828125, DUD-AD,RandomForest,tysy,F1 score,0.4827586206896552, DUD-AD,RandomForest,tysy,recall,0.3181818181818182, DUD-AD,RandomForest,tysy,precision,1.0, DUD-AD,RandomForest,tysy,MCC,0.5607429193321034, DUD-AD,LogisticRegression,tysy,AUROC,0.984607602254661, DUD-AD,LogisticRegression,tysy,BEDROC,0.889867137454787, DUD-AD,LogisticRegression,tysy,Enrichment factor 1%,53.7062937062937, DUD-AD,LogisticRegression,tysy,Enrichment factor 5%,18.181818181818183, DUD-AD,LogisticRegression,tysy,RIE,15.06076214483739, DUD-AD,LogisticRegression,tysy,AUPRC,0.7535772786824745, DUD-AD,LogisticRegression,tysy,accuracy,0.99375, DUD-AD,LogisticRegression,tysy,F1 score,0.7894736842105263, DUD-AD,LogisticRegression,tysy,recall,0.6818181818181818, DUD-AD,LogisticRegression,tysy,precision,0.9375, DUD-AD,LogisticRegression,tysy,MCC,0.7966729726216679, 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,0.7978934817170111, DUD-AD,LightGBM_Ranker,tysy,BEDROC,0.42991521675322936, DUD-AD,LightGBM_Ranker,tysy,Enrichment factor 1%,26.85314685314685, DUD-AD,LightGBM_Ranker,tysy,Enrichment factor 5%,8.181818181818182, DUD-AD,LightGBM_Ranker,tysy,RIE,7.276199526946693, DUD-AD,LightGBM_Ranker,tysy,AUPRC,0.2784395945047258, DUD-AD,LightGBM_Ranker,tysy,accuracy,0.5125, DUD-AD,LightGBM_Ranker,tysy,F1 score,0.05740181268882175, DUD-AD,LightGBM_Ranker,tysy,recall,0.8636363636363636, DUD-AD,LightGBM_Ranker,tysy,precision,0.0296875, DUD-AD,LightGBM_Ranker,tysy,MCC,0.09617635677666721, DUD-AD,RandomForest,urok,AUROC,0.9608466102882773, DUD-AD,RandomForest,urok,BEDROC,0.8944383186388593, DUD-AD,RandomForest,urok,Enrichment factor 1%,38.029411764705884, DUD-AD,RandomForest,urok,Enrichment factor 5%,17.55203619909502, DUD-AD,RandomForest,urok,RIE,13.911506356947427, DUD-AD,RandomForest,urok,AUPRC,0.8301866083692213, 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,0.9834135401579218, DUD-AD,LogisticRegression,urok,BEDROC,0.8965353575177094, DUD-AD,LogisticRegression,urok,Enrichment factor 1%,35.10407239819004, DUD-AD,LogisticRegression,urok,Enrichment factor 5%,18.13710407239819, DUD-AD,LogisticRegression,urok,RIE,13.944122322713001, DUD-AD,LogisticRegression,urok,AUPRC,0.8215656755035468, DUD-AD,LogisticRegression,urok,accuracy,0.988399071925754, DUD-AD,LogisticRegression,urok,F1 score,0.7457627118644068, DUD-AD,LogisticRegression,urok,recall,0.6470588235294118, DUD-AD,LogisticRegression,urok,precision,0.88, DUD-AD,LogisticRegression,urok,MCC,0.7491420612216346, 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,0.8730785403915338, DUD-AD,LightGBM_Ranker,urok,BEDROC,0.7197927918827821, DUD-AD,LightGBM_Ranker,urok,Enrichment factor 1%,29.25339366515837, DUD-AD,LightGBM_Ranker,urok,Enrichment factor 5%,14.041628959276018, DUD-AD,LightGBM_Ranker,urok,RIE,11.195184509395297, DUD-AD,LightGBM_Ranker,urok,AUPRC,0.5883822676762449, DUD-AD,LightGBM_Ranker,urok,accuracy,0.5189481825212684, DUD-AD,LightGBM_Ranker,urok,F1 score,0.08529411764705883, DUD-AD,LightGBM_Ranker,urok,recall,0.8529411764705882, DUD-AD,LightGBM_Ranker,urok,precision,0.04489164086687306, DUD-AD,LightGBM_Ranker,urok,MCC,0.11612737772599102, DUD-AD,RandomForest,vgfr2,AUROC,0.9747029866077486, DUD-AD,RandomForest,vgfr2,BEDROC,0.8652558013589915, DUD-AD,RandomForest,vgfr2,Enrichment factor 1%,16.728395061728396, DUD-AD,RandomForest,vgfr2,Enrichment factor 5%,13.776325344952797, DUD-AD,RandomForest,vgfr2,RIE,10.09540596245848, DUD-AD,RandomForest,vgfr2,AUPRC,0.8128708487392385, DUD-AD,RandomForest,vgfr2,accuracy,0.9623616236162361, DUD-AD,RandomForest,vgfr2,F1 score,0.5486725663716814, DUD-AD,RandomForest,vgfr2,recall,0.38271604938271603, DUD-AD,RandomForest,vgfr2,precision,0.96875, DUD-AD,RandomForest,vgfr2,MCC,0.5962897700226663, DUD-AD,LogisticRegression,vgfr2,AUROC,0.9598038645657694, DUD-AD,LogisticRegression,vgfr2,BEDROC,0.8341439227018506, DUD-AD,LogisticRegression,vgfr2,Enrichment factor 1%,16.728395061728396, DUD-AD,LogisticRegression,vgfr2,Enrichment factor 5%,12.792302106027597, DUD-AD,LogisticRegression,vgfr2,RIE,9.732406902143431, DUD-AD,LogisticRegression,vgfr2,AUPRC,0.7601213374831196, DUD-AD,LogisticRegression,vgfr2,accuracy,0.9630996309963099, DUD-AD,LogisticRegression,vgfr2,F1 score,0.6268656716417911, DUD-AD,LogisticRegression,vgfr2,recall,0.5185185185185185, DUD-AD,LogisticRegression,vgfr2,precision,0.7924528301886793, DUD-AD,LogisticRegression,vgfr2,MCC,0.6235272417625768, 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,0.6597670407194217, DUD-AD,LightGBM_Ranker,vgfr2,BEDROC,0.24607797187482722, DUD-AD,LightGBM_Ranker,vgfr2,Enrichment factor 1%,7.169312169312168, DUD-AD,LightGBM_Ranker,vgfr2,Enrichment factor 5%,3.198075526506899, DUD-AD,LightGBM_Ranker,vgfr2,RIE,2.8711244348922893, DUD-AD,LightGBM_Ranker,vgfr2,AUPRC,0.173188373390435, DUD-AD,LightGBM_Ranker,vgfr2,accuracy,0.5276752767527675, DUD-AD,LightGBM_Ranker,vgfr2,F1 score,0.15567282321899736, DUD-AD,LightGBM_Ranker,vgfr2,recall,0.7283950617283951, DUD-AD,LightGBM_Ranker,vgfr2,precision,0.08714918759231906, DUD-AD,LightGBM_Ranker,vgfr2,MCC,0.11536543693582318, Dekois,RandomForest,17betaHSD1,AUROC,0.981311475409836, Dekois,RandomForest,17betaHSD1,BEDROC,0.8350472445248279, Dekois,RandomForest,17betaHSD1,Enrichment factor 1%,46.5, Dekois,RandomForest,17betaHSD1,Enrichment factor 5%,15.5, Dekois,RandomForest,17betaHSD1,RIE,14.27496046379081, Dekois,RandomForest,17betaHSD1,AUPRC,0.7645833333333334, Dekois,RandomForest,17betaHSD1,accuracy,0.9838709677419355, Dekois,RandomForest,17betaHSD1,F1 score,0.0, Dekois,RandomForest,17betaHSD1,recall,0.0, Dekois,RandomForest,17betaHSD1,precision,0.0, Dekois,RandomForest,17betaHSD1,MCC,0.0, Dekois,LogisticRegression,17betaHSD1,AUROC,0.8209836065573771, Dekois,LogisticRegression,17betaHSD1,BEDROC,0.749657374952211, Dekois,LogisticRegression,17betaHSD1,Enrichment factor 1%,46.5, Dekois,LogisticRegression,17betaHSD1,Enrichment factor 5%,15.5, Dekois,LogisticRegression,17betaHSD1,RIE,12.815238255262484, Dekois,LogisticRegression,17betaHSD1,AUPRC,0.6703703703703703, Dekois,LogisticRegression,17betaHSD1,accuracy,0.9903225806451613, Dekois,LogisticRegression,17betaHSD1,F1 score,0.6666666666666666, Dekois,LogisticRegression,17betaHSD1,recall,0.6, Dekois,LogisticRegression,17betaHSD1,precision,0.75, Dekois,LogisticRegression,17betaHSD1,MCC,0.6660636938881059, 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,0.9062295081967213, Dekois,LightGBM_Ranker,17betaHSD1,BEDROC,0.7875776637833092, Dekois,LightGBM_Ranker,17betaHSD1,Enrichment factor 1%,46.5, Dekois,LightGBM_Ranker,17betaHSD1,Enrichment factor 5%,15.5, Dekois,LightGBM_Ranker,17betaHSD1,RIE,13.46347777170172, Dekois,LightGBM_Ranker,17betaHSD1,AUPRC,0.6502298850574713, 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,0.9126118568232662, Dekois,RandomForest,A2A,BEDROC,0.769190604205607, Dekois,RandomForest,A2A,Enrichment factor 1%,25.833333333333332, Dekois,RandomForest,A2A,Enrichment factor 5%,12.916666666666666, Dekois,RandomForest,A2A,RIE,10.70883863809977, Dekois,RandomForest,A2A,AUPRC,0.7080309599016003, 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,0.8998881431767337, Dekois,LogisticRegression,A2A,BEDROC,0.7499454629302172, Dekois,LogisticRegression,A2A,Enrichment factor 1%,25.833333333333332, Dekois,LogisticRegression,A2A,Enrichment factor 5%,11.302083333333334, Dekois,LogisticRegression,A2A,RIE,10.440903603322957, Dekois,LogisticRegression,A2A,AUPRC,0.6931947362981847, Dekois,LogisticRegression,A2A,accuracy,0.9838709677419355, Dekois,LogisticRegression,A2A,F1 score,0.7368421052631579, Dekois,LogisticRegression,A2A,recall,0.5833333333333334, Dekois,LogisticRegression,A2A,precision,1.0, Dekois,LogisticRegression,A2A,MCC,0.7574347303478193, 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,0.9230984340044743, Dekois,LightGBM_Ranker,A2A,BEDROC,0.7576015563002245, Dekois,LightGBM_Ranker,A2A,Enrichment factor 1%,25.833333333333332, Dekois,LightGBM_Ranker,A2A,Enrichment factor 5%,12.916666666666666, Dekois,LightGBM_Ranker,A2A,RIE,10.547493397286726, Dekois,LightGBM_Ranker,A2A,AUPRC,0.6853830541663826, Dekois,LightGBM_Ranker,A2A,accuracy,0.532258064516129, Dekois,LightGBM_Ranker,A2A,F1 score,0.1317365269461078, Dekois,LightGBM_Ranker,A2A,recall,0.9166666666666666, Dekois,LightGBM_Ranker,A2A,precision,0.07096774193548387, Dekois,LightGBM_Ranker,A2A,MCC,0.16722501552266278, Dekois,RandomForest,ADRB2,AUROC,0.961609449981543, Dekois,RandomForest,ADRB2,BEDROC,0.9154930239732797, Dekois,RandomForest,ADRB2,Enrichment factor 1%,34.44444444444444, Dekois,RandomForest,ADRB2,Enrichment factor 5%,17.22222222222222, Dekois,RandomForest,ADRB2,RIE,13.889397352690306, Dekois,RandomForest,ADRB2,AUPRC,0.8972922502334266, 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,0.9892949427833149, Dekois,LogisticRegression,ADRB2,BEDROC,0.8971993885553656, Dekois,LogisticRegression,ADRB2,Enrichment factor 1%,34.44444444444444, Dekois,LogisticRegression,ADRB2,Enrichment factor 5%,17.22222222222222, Dekois,LogisticRegression,ADRB2,RIE,13.61185556518489, Dekois,LogisticRegression,ADRB2,AUPRC,0.8435455424702738, 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,0.9287559985234404, Dekois,LightGBM_Ranker,ADRB2,BEDROC,0.839500282743687, Dekois,LightGBM_Ranker,ADRB2,Enrichment factor 1%,34.44444444444444, Dekois,LightGBM_Ranker,ADRB2,Enrichment factor 5%,15.069444444444445, Dekois,LightGBM_Ranker,ADRB2,RIE,12.736473903825452, Dekois,LightGBM_Ranker,ADRB2,AUPRC,0.7981807015424268, Dekois,LightGBM_Ranker,ADRB2,accuracy,0.5225806451612903, Dekois,LightGBM_Ranker,ADRB2,F1 score,0.0975609756097561, Dekois,LightGBM_Ranker,ADRB2,recall,0.8888888888888888, Dekois,LightGBM_Ranker,ADRB2,precision,0.05161290322580645, Dekois,LightGBM_Ranker,ADRB2,MCC,0.13449109746432147, Dekois,RandomForest,AKT1,AUROC,0.9446666666666667, Dekois,RandomForest,AKT1,BEDROC,0.8984774456940476, Dekois,RandomForest,AKT1,Enrichment factor 1%,31.0, Dekois,RandomForest,AKT1,Enrichment factor 5%,17.4375, Dekois,RandomForest,AKT1,RIE,13.24183636574036, Dekois,RandomForest,AKT1,AUPRC,0.8410231001152788, Dekois,RandomForest,AKT1,accuracy,0.967741935483871, Dekois,RandomForest,AKT1,F1 score,0.0, Dekois,RandomForest,AKT1,recall,0.0, Dekois,RandomForest,AKT1,precision,0.0, Dekois,RandomForest,AKT1,MCC,0.0, Dekois,LogisticRegression,AKT1,AUROC,0.95, Dekois,LogisticRegression,AKT1,BEDROC,0.8812018413026743, Dekois,LogisticRegression,AKT1,Enrichment factor 1%,31.0, Dekois,LogisticRegression,AKT1,Enrichment factor 5%,17.4375, Dekois,LogisticRegression,AKT1,RIE,12.987227052433983, Dekois,LogisticRegression,AKT1,AUPRC,0.8178418527756276, Dekois,LogisticRegression,AKT1,accuracy,0.9806451612903225, Dekois,LogisticRegression,AKT1,F1 score,0.625, Dekois,LogisticRegression,AKT1,recall,0.5, Dekois,LogisticRegression,AKT1,precision,0.8333333333333334, Dekois,LogisticRegression,AKT1,MCC,0.6369615602528665, 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,0.9246666666666666, Dekois,LightGBM_Ranker,AKT1,BEDROC,0.8595677494968798, Dekois,LightGBM_Ranker,AKT1,Enrichment factor 1%,31.0, Dekois,LightGBM_Ranker,AKT1,Enrichment factor 5%,17.4375, Dekois,LightGBM_Ranker,AKT1,RIE,12.668381984331415, Dekois,LightGBM_Ranker,AKT1,AUPRC,0.7848075348075347, 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,0.9836601307189543, Dekois,LogisticRegression,ALR2,BEDROC,0.8359367356170737, Dekois,LogisticRegression,ALR2,Enrichment factor 1%,58.125, Dekois,LogisticRegression,ALR2,Enrichment factor 5%,14.53125, Dekois,LogisticRegression,ALR2,RIE,14.735669086166991, Dekois,LogisticRegression,ALR2,AUPRC,0.7916666666666667, Dekois,LogisticRegression,ALR2,accuracy,0.9935483870967742, Dekois,LogisticRegression,ALR2,F1 score,0.75, Dekois,LogisticRegression,ALR2,recall,0.75, Dekois,LogisticRegression,ALR2,precision,0.75, Dekois,LogisticRegression,ALR2,MCC,0.7467320261437909, 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,0.9983660130718954, Dekois,LightGBM_Ranker,ALR2,BEDROC,0.9725992206691785, Dekois,LightGBM_Ranker,ALR2,Enrichment factor 1%,58.125, Dekois,LightGBM_Ranker,ALR2,Enrichment factor 5%,19.375, Dekois,LightGBM_Ranker,ALR2,RIE,17.144718795302154, Dekois,LightGBM_Ranker,ALR2,AUPRC,0.9166666666666666, 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,0.9863333333333333, Dekois,RandomForest,AR,BEDROC,0.9111922098488406, Dekois,RandomForest,AR,Enrichment factor 1%,31.0, Dekois,RandomForest,AR,Enrichment factor 5%,17.4375, Dekois,RandomForest,AR,RIE,13.429227631305631, Dekois,RandomForest,AR,AUPRC,0.8660278213849643, Dekois,RandomForest,AR,accuracy,0.9774193548387097, Dekois,RandomForest,AR,F1 score,0.46153846153846156, Dekois,RandomForest,AR,recall,0.3, Dekois,RandomForest,AR,precision,1.0, Dekois,RandomForest,AR,MCC,0.5414421567633252, Dekois,LogisticRegression,AR,AUROC,0.9343333333333335, Dekois,LogisticRegression,AR,BEDROC,0.8979643250234156, Dekois,LogisticRegression,AR,Enrichment factor 1%,31.0, Dekois,LogisticRegression,AR,Enrichment factor 5%,17.4375, Dekois,LogisticRegression,AR,RIE,13.234273950056764, Dekois,LogisticRegression,AR,AUPRC,0.8612500000000001, Dekois,LogisticRegression,AR,accuracy,0.9903225806451613, Dekois,LogisticRegression,AR,F1 score,0.8235294117647058, Dekois,LogisticRegression,AR,recall,0.7, Dekois,LogisticRegression,AR,precision,1.0, Dekois,LogisticRegression,AR,MCC,0.8325078419634815, 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,0.9513333333333334, Dekois,LightGBM_Ranker,AR,BEDROC,0.8674632237756497, Dekois,LightGBM_Ranker,AR,Enrichment factor 1%,31.0, Dekois,LightGBM_Ranker,AR,Enrichment factor 5%,15.5, Dekois,LightGBM_Ranker,AR,RIE,12.784746149590351, Dekois,LightGBM_Ranker,AR,AUPRC,0.8120525160418777, Dekois,LightGBM_Ranker,AR,accuracy,0.532258064516129, Dekois,LightGBM_Ranker,AR,F1 score,0.12121212121212122, Dekois,LightGBM_Ranker,AR,recall,1.0, Dekois,LightGBM_Ranker,AR,precision,0.06451612903225806, Dekois,LightGBM_Ranker,AR,MCC,0.18257418583505536, Dekois,RandomForest,AURKA,AUROC,0.9816666666666667, Dekois,RandomForest,AURKA,BEDROC,0.8852219960834357, Dekois,RandomForest,AURKA,Enrichment factor 1%,31.0, Dekois,RandomForest,AURKA,Enrichment factor 5%,17.4375, Dekois,RandomForest,AURKA,RIE,13.046476432364571, Dekois,RandomForest,AURKA,AUPRC,0.8227275408207612, 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,0.9910000000000001, Dekois,LogisticRegression,AURKA,BEDROC,0.927377436463732, Dekois,LogisticRegression,AURKA,Enrichment factor 1%,31.0, Dekois,LogisticRegression,AURKA,Enrichment factor 5%,17.4375, Dekois,LogisticRegression,AURKA,RIE,13.667766865057903, Dekois,LogisticRegression,AURKA,AUPRC,0.9001188354129531, Dekois,LogisticRegression,AURKA,accuracy,0.9870967741935484, Dekois,LogisticRegression,AURKA,F1 score,0.8, Dekois,LogisticRegression,AURKA,recall,0.8, Dekois,LogisticRegression,AURKA,precision,0.8, Dekois,LogisticRegression,AURKA,MCC,0.7933333333333333, 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,0.974, Dekois,LightGBM_Ranker,AURKA,BEDROC,0.8148272931751229, Dekois,LightGBM_Ranker,AURKA,Enrichment factor 1%,23.25, Dekois,LightGBM_Ranker,AURKA,Enrichment factor 5%,15.5, Dekois,LightGBM_Ranker,AURKA,RIE,12.008993368857864, Dekois,LightGBM_Ranker,AURKA,AUPRC,0.7321717171717171, 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,0.9954393432654302, Dekois,RandomForest,AURKB,BEDROC,0.9396781016825695, Dekois,RandomForest,AURKB,Enrichment factor 1%,28.181818181818183, Dekois,RandomForest,AURKB,Enrichment factor 5%,19.375, Dekois,RandomForest,AURKB,RIE,13.457995179271121, Dekois,RandomForest,AURKB,AUPRC,0.8952134986225897, 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,0.9887503800547279, Dekois,LogisticRegression,AURKB,BEDROC,0.8979104527975891, Dekois,LogisticRegression,AURKB,Enrichment factor 1%,28.181818181818183, Dekois,LogisticRegression,AURKB,Enrichment factor 5%,15.852272727272727, Dekois,LogisticRegression,AURKB,RIE,12.859802230185664, Dekois,LogisticRegression,AURKB,AUPRC,0.851183917093008, Dekois,LogisticRegression,AURKB,accuracy,0.9806451612903225, Dekois,LogisticRegression,AURKB,F1 score,0.6666666666666666, Dekois,LogisticRegression,AURKB,recall,0.5454545454545454, Dekois,LogisticRegression,AURKB,precision,0.8571428571428571, Dekois,LogisticRegression,AURKB,MCC,0.6750704099492296, 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,0.9717239282456673, Dekois,LightGBM_Ranker,AURKB,BEDROC,0.7941787189626567, Dekois,LightGBM_Ranker,AURKB,Enrichment factor 1%,28.181818181818183, Dekois,LightGBM_Ranker,AURKB,Enrichment factor 5%,14.090909090909092, Dekois,LightGBM_Ranker,AURKB,RIE,11.374164579205042, Dekois,LightGBM_Ranker,AURKB,AUPRC,0.7128701851737549, 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,0.6921311475409836, Dekois,RandomForest,BCL2,BEDROC,0.45414318060426595, Dekois,RandomForest,BCL2,Enrichment factor 1%,31.0, Dekois,RandomForest,BCL2,Enrichment factor 5%,7.75, Dekois,RandomForest,BCL2,RIE,7.763484053223237, Dekois,RandomForest,BCL2,AUPRC,0.41755073354030736, 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,0.8557377049180328, Dekois,LogisticRegression,BCL2,BEDROC,0.5204513752411883, Dekois,LogisticRegression,BCL2,Enrichment factor 1%,31.0, Dekois,LogisticRegression,BCL2,Enrichment factor 5%,7.75, Dekois,LogisticRegression,BCL2,RIE,8.897008964355948, Dekois,LogisticRegression,BCL2,AUPRC,0.45209298949616866, 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,0.7272131147540983, Dekois,LightGBM_Ranker,BCL2,BEDROC,0.4323214955655254, Dekois,LightGBM_Ranker,BCL2,Enrichment factor 1%,31.0, Dekois,LightGBM_Ranker,BCL2,Enrichment factor 5%,7.75, Dekois,LightGBM_Ranker,BCL2,RIE,7.390446848248109, Dekois,LightGBM_Ranker,BCL2,AUPRC,0.35411335955865847, Dekois,LightGBM_Ranker,BCL2,accuracy,0.5096774193548387, Dekois,LightGBM_Ranker,BCL2,F1 score,0.05, Dekois,LightGBM_Ranker,BCL2,recall,0.8, Dekois,LightGBM_Ranker,BCL2,precision,0.025806451612903226, Dekois,LightGBM_Ranker,BCL2,MCC,0.07682212795973759, Dekois,RandomForest,CATL,AUROC,0.9973770491803279, Dekois,RandomForest,CATL,BEDROC,0.9575282951898471, Dekois,RandomForest,CATL,Enrichment factor 1%,46.5, Dekois,RandomForest,CATL,Enrichment factor 5%,19.375, Dekois,RandomForest,CATL,RIE,16.368748762970338, Dekois,RandomForest,CATL,AUPRC,0.885, Dekois,RandomForest,CATL,accuracy,0.9903225806451613, Dekois,RandomForest,CATL,F1 score,0.5714285714285714, Dekois,RandomForest,CATL,recall,0.4, Dekois,RandomForest,CATL,precision,1.0, Dekois,RandomForest,CATL,MCC,0.6293678543617366, 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,0.9967741935483871, Dekois,LogisticRegression,CATL,F1 score,0.8888888888888888, Dekois,LogisticRegression,CATL,recall,0.8, Dekois,LogisticRegression,CATL,precision,1.0, Dekois,LogisticRegression,CATL,MCC,0.892964512685153, 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,0.9875409836065574, Dekois,LightGBM_Ranker,CATL,BEDROC,0.8592905488593112, Dekois,LightGBM_Ranker,CATL,Enrichment factor 1%,46.5, Dekois,LightGBM_Ranker,CATL,Enrichment factor 5%,15.5, Dekois,LightGBM_Ranker,CATL,RIE,14.689394751163286, Dekois,LightGBM_Ranker,CATL,AUPRC,0.7554545454545454, 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,0.9097413793103448, Dekois,RandomForest,CDK2,BEDROC,0.6080917062771174, Dekois,RandomForest,CDK2,Enrichment factor 1%,11.625, Dekois,RandomForest,CDK2,Enrichment factor 5%,7.75, Dekois,RandomForest,CDK2,RIE,6.831715166031014, Dekois,RandomForest,CDK2,AUPRC,0.5015037889832085, Dekois,RandomForest,CDK2,accuracy,0.9354838709677419, Dekois,RandomForest,CDK2,F1 score,0.0, Dekois,RandomForest,CDK2,recall,0.0, Dekois,RandomForest,CDK2,precision,0.0, Dekois,RandomForest,CDK2,MCC,0.0, Dekois,LogisticRegression,CDK2,AUROC,0.8801724137931034, Dekois,LogisticRegression,CDK2,BEDROC,0.5259868687982332, Dekois,LogisticRegression,CDK2,Enrichment factor 1%,7.75, Dekois,LogisticRegression,CDK2,Enrichment factor 5%,7.75, Dekois,LogisticRegression,CDK2,RIE,5.909293678104465, Dekois,LogisticRegression,CDK2,AUPRC,0.40397683411754354, 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,0.8836206896551724, Dekois,LightGBM_Ranker,CDK2,BEDROC,0.44905278283038186, Dekois,LightGBM_Ranker,CDK2,Enrichment factor 1%,7.75, Dekois,LightGBM_Ranker,CDK2,Enrichment factor 5%,4.84375, Dekois,LightGBM_Ranker,CDK2,RIE,5.044963923247019, Dekois,LightGBM_Ranker,CDK2,AUPRC,0.3641992365537792, 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,0.953579418344519, Dekois,RandomForest,COX1,BEDROC,0.9262200064554892, Dekois,RandomForest,COX1,Enrichment factor 1%,25.833333333333332, Dekois,RandomForest,COX1,Enrichment factor 5%,17.760416666666668, Dekois,RandomForest,COX1,RIE,12.895036065842604, Dekois,RandomForest,COX1,AUPRC,0.8896646646646648, 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,0.9225391498881432, Dekois,LogisticRegression,COX1,BEDROC,0.6955972613040765, Dekois,LogisticRegression,COX1,Enrichment factor 1%,25.833333333333332, Dekois,LogisticRegression,COX1,Enrichment factor 5%,11.302083333333334, Dekois,LogisticRegression,COX1,RIE,9.684256141795688, Dekois,LogisticRegression,COX1,AUPRC,0.6163150433983768, Dekois,LogisticRegression,COX1,accuracy,0.9709677419354839, Dekois,LogisticRegression,COX1,F1 score,0.47058823529411764, Dekois,LogisticRegression,COX1,recall,0.3333333333333333, Dekois,LogisticRegression,COX1,precision,0.8, Dekois,LogisticRegression,COX1,MCC,0.5052988739283435, 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,0.8344519015659954, Dekois,LightGBM_Ranker,COX1,BEDROC,0.6607158907412584, Dekois,LightGBM_Ranker,COX1,Enrichment factor 1%,19.375, Dekois,LightGBM_Ranker,COX1,Enrichment factor 5%,11.302083333333334, Dekois,LightGBM_Ranker,COX1,RIE,9.198630128399621, Dekois,LightGBM_Ranker,COX1,AUPRC,0.5506142596363021, Dekois,LightGBM_Ranker,COX1,accuracy,0.532258064516129, Dekois,LightGBM_Ranker,COX1,F1 score,0.1317365269461078, Dekois,LightGBM_Ranker,COX1,recall,0.9166666666666666, Dekois,LightGBM_Ranker,COX1,precision,0.07096774193548387, Dekois,LightGBM_Ranker,COX1,MCC,0.16722501552266278, 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,1.0, Dekois,LogisticRegression,COX2,F1 score,1.0, Dekois,LogisticRegression,COX2,recall,1.0, Dekois,LogisticRegression,COX2,precision,1.0, Dekois,LogisticRegression,COX2,MCC,1.0, 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,1.0, Dekois,LightGBM_Ranker,COX2,BEDROC,1.0000000000000004, Dekois,LightGBM_Ranker,COX2,Enrichment factor 1%,77.5, Dekois,LightGBM_Ranker,COX2,Enrichment factor 5%,19.375, Dekois,LightGBM_Ranker,COX2,RIE,18.1835705468144, Dekois,LightGBM_Ranker,COX2,AUPRC,1.0, 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,0.8814935064935064, Dekois,RandomForest,CYP2A6,BEDROC,0.4891659374975956, Dekois,RandomForest,CYP2A6,Enrichment factor 1%,38.75, Dekois,RandomForest,CYP2A6,Enrichment factor 5%,9.6875, Dekois,RandomForest,CYP2A6,RIE,9.178430936194797, Dekois,RandomForest,CYP2A6,AUPRC,0.2631578947368421, 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,0.5357142857142857, Dekois,LogisticRegression,CYP2A6,BEDROC,0.5161234436116047, Dekois,LogisticRegression,CYP2A6,Enrichment factor 1%,38.75, Dekois,LogisticRegression,CYP2A6,Enrichment factor 5%,9.6875, Dekois,LogisticRegression,CYP2A6,RIE,9.684246218753275, Dekois,LogisticRegression,CYP2A6,AUPRC,0.5034722222222222, Dekois,LogisticRegression,CYP2A6,accuracy,0.9935483870967742, Dekois,LogisticRegression,CYP2A6,F1 score,0.5, Dekois,LogisticRegression,CYP2A6,recall,0.5, Dekois,LogisticRegression,CYP2A6,precision,0.5, Dekois,LogisticRegression,CYP2A6,MCC,0.4967532467532468, 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,0.6233766233766234, Dekois,LightGBM_Ranker,CYP2A6,BEDROC,0.2379721854864344, Dekois,LightGBM_Ranker,CYP2A6,Enrichment factor 1%,0.0, Dekois,LightGBM_Ranker,CYP2A6,Enrichment factor 5%,9.6875, Dekois,LightGBM_Ranker,CYP2A6,RIE,4.465174520223085, Dekois,LightGBM_Ranker,CYP2A6,AUPRC,0.04296604296604297, 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,0.7392026578073089, Dekois,RandomForest,DHFR,BEDROC,0.5596908388454875, Dekois,RandomForest,DHFR,Enrichment factor 1%,34.44444444444444, Dekois,RandomForest,DHFR,Enrichment factor 5%,8.61111111111111, Dekois,RandomForest,DHFR,RIE,8.491346489492301, Dekois,RandomForest,DHFR,AUPRC,0.492217786032219, 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,0.9198966408268734, Dekois,LogisticRegression,DHFR,BEDROC,0.5604630815125758, Dekois,LogisticRegression,DHFR,Enrichment factor 1%,25.833333333333332, Dekois,LogisticRegression,DHFR,Enrichment factor 5%,8.61111111111111, Dekois,LogisticRegression,DHFR,RIE,8.503062564800205, Dekois,LogisticRegression,DHFR,AUPRC,0.4799862310096228, Dekois,LogisticRegression,DHFR,accuracy,0.9741935483870968, Dekois,LogisticRegression,DHFR,F1 score,0.5, Dekois,LogisticRegression,DHFR,recall,0.4444444444444444, Dekois,LogisticRegression,DHFR,precision,0.5714285714285714, Dekois,LogisticRegression,DHFR,MCC,0.49102276334804684, 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,0.7973421926910298, Dekois,LightGBM_Ranker,DHFR,BEDROC,0.5868753016012198, Dekois,LightGBM_Ranker,DHFR,Enrichment factor 1%,25.833333333333332, Dekois,LightGBM_Ranker,DHFR,Enrichment factor 5%,10.76388888888889, Dekois,LightGBM_Ranker,DHFR,RIE,8.903775414265343, Dekois,LightGBM_Ranker,DHFR,AUPRC,0.5023975971286098, Dekois,LightGBM_Ranker,DHFR,accuracy,0.5225806451612903, Dekois,LightGBM_Ranker,DHFR,F1 score,0.0975609756097561, Dekois,LightGBM_Ranker,DHFR,recall,0.8888888888888888, Dekois,LightGBM_Ranker,DHFR,precision,0.05161290322580645, Dekois,LightGBM_Ranker,DHFR,MCC,0.13449109746432147, Dekois,RandomForest,EGFR,AUROC,0.864156515319306, Dekois,RandomForest,EGFR,BEDROC,0.7497684454234947, Dekois,RandomForest,EGFR,Enrichment factor 1%,34.44444444444444, Dekois,RandomForest,EGFR,Enrichment factor 5%,12.916666666666666, Dekois,RandomForest,EGFR,RIE,11.375107835405622, Dekois,RandomForest,EGFR,AUPRC,0.6710184062603328, 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,0.8833517903285346, Dekois,LogisticRegression,EGFR,BEDROC,0.7506288781143502, Dekois,LogisticRegression,EGFR,Enrichment factor 1%,34.44444444444444, Dekois,LogisticRegression,EGFR,Enrichment factor 5%,12.916666666666666, Dekois,LogisticRegression,EGFR,RIE,11.388161885166243, Dekois,LogisticRegression,EGFR,AUPRC,0.7052631578947369, 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,0.9261720191952751, Dekois,LightGBM_Ranker,EGFR,BEDROC,0.7530017246093478, Dekois,LightGBM_Ranker,EGFR,Enrichment factor 1%,34.44444444444444, Dekois,LightGBM_Ranker,EGFR,Enrichment factor 5%,15.069444444444445, Dekois,LightGBM_Ranker,EGFR,RIE,11.424161512503995, Dekois,LightGBM_Ranker,EGFR,AUPRC,0.6593685502088311, Dekois,LightGBM_Ranker,EGFR,accuracy,0.5225806451612903, Dekois,LightGBM_Ranker,EGFR,F1 score,0.0975609756097561, Dekois,LightGBM_Ranker,EGFR,recall,0.8888888888888888, Dekois,LightGBM_Ranker,EGFR,precision,0.05161290322580645, Dekois,LightGBM_Ranker,EGFR,MCC,0.13449109746432147, Dekois,RandomForest,EPHB4,AUROC,0.974068835454974, Dekois,RandomForest,EPHB4,BEDROC,0.803820655125137, Dekois,RandomForest,EPHB4,Enrichment factor 1%,44.285714285714285, Dekois,RandomForest,EPHB4,Enrichment factor 5%,13.839285714285714, Dekois,RandomForest,EPHB4,RIE,12.936210824862542, Dekois,RandomForest,EPHB4,AUPRC,0.7682326084344587, Dekois,RandomForest,EPHB4,accuracy,0.9903225806451613, Dekois,RandomForest,EPHB4,F1 score,0.7272727272727273, Dekois,RandomForest,EPHB4,recall,0.5714285714285714, Dekois,RandomForest,EPHB4,precision,1.0, Dekois,RandomForest,EPHB4,MCC,0.7522142849828185, Dekois,LogisticRegression,EPHB4,AUROC,0.9471947194719472, Dekois,LogisticRegression,EPHB4,BEDROC,0.8011208744131456, Dekois,LogisticRegression,EPHB4,Enrichment factor 1%,44.285714285714285, Dekois,LogisticRegression,EPHB4,Enrichment factor 5%,13.839285714285714, Dekois,LogisticRegression,EPHB4,RIE,12.892762162393044, Dekois,LogisticRegression,EPHB4,AUPRC,0.742948717948718, 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,0.9891560584629892, Dekois,LightGBM_Ranker,EPHB4,BEDROC,0.8692365285119527, Dekois,LightGBM_Ranker,EPHB4,Enrichment factor 1%,44.285714285714285, Dekois,LightGBM_Ranker,EPHB4,Enrichment factor 5%,16.607142857142858, Dekois,LightGBM_Ranker,EPHB4,RIE,13.98897492170456, Dekois,LightGBM_Ranker,EPHB4,AUPRC,0.7870225013082155, 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,0.9676666666666667, Dekois,RandomForest,FGFR1,BEDROC,0.8845922081007213, Dekois,RandomForest,FGFR1,Enrichment factor 1%,31.0, Dekois,RandomForest,FGFR1,Enrichment factor 5%,15.5, Dekois,RandomForest,FGFR1,RIE,13.037194564004144, Dekois,RandomForest,FGFR1,AUPRC,0.8494397131331242, 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,0.9690000000000001, Dekois,LogisticRegression,FGFR1,BEDROC,0.836935071002874, Dekois,LogisticRegression,FGFR1,Enrichment factor 1%,31.0, Dekois,LogisticRegression,FGFR1,Enrichment factor 5%,15.5, Dekois,LogisticRegression,FGFR1,RIE,12.334819661468758, Dekois,LogisticRegression,FGFR1,AUPRC,0.7767168374198994, Dekois,LogisticRegression,FGFR1,accuracy,0.9806451612903225, Dekois,LogisticRegression,FGFR1,F1 score,0.625, Dekois,LogisticRegression,FGFR1,recall,0.5, Dekois,LogisticRegression,FGFR1,precision,0.8333333333333334, Dekois,LogisticRegression,FGFR1,MCC,0.6369615602528665, 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,0.8743333333333334, Dekois,LightGBM_Ranker,FGFR1,BEDROC,0.7837564403069466, Dekois,LightGBM_Ranker,FGFR1,Enrichment factor 1%,31.0, Dekois,LightGBM_Ranker,FGFR1,Enrichment factor 5%,13.5625, Dekois,LightGBM_Ranker,FGFR1,RIE,11.551068520997825, Dekois,LightGBM_Ranker,FGFR1,AUPRC,0.7145309641824511, Dekois,LightGBM_Ranker,FGFR1,accuracy,0.5258064516129032, Dekois,LightGBM_Ranker,FGFR1,F1 score,0.10909090909090909, Dekois,LightGBM_Ranker,FGFR1,recall,0.9, Dekois,LightGBM_Ranker,FGFR1,precision,0.05806451612903226, Dekois,LightGBM_Ranker,FGFR1,MCC,0.1460593486680443, Dekois,RandomForest,FXA,AUROC,0.9664594664594666, Dekois,RandomForest,FXA,BEDROC,0.8615337390457122, Dekois,RandomForest,FXA,Enrichment factor 1%,23.846153846153847, Dekois,RandomForest,FXA,Enrichment factor 5%,14.903846153846153, Dekois,RandomForest,FXA,RIE,11.66363876856522, Dekois,RandomForest,FXA,AUPRC,0.8170153927489374, Dekois,RandomForest,FXA,accuracy,0.9612903225806452, Dekois,RandomForest,FXA,F1 score,0.14285714285714285, Dekois,RandomForest,FXA,recall,0.07692307692307693, Dekois,RandomForest,FXA,precision,1.0, Dekois,RandomForest,FXA,MCC,0.2719113329100116, Dekois,LogisticRegression,FXA,AUROC,0.9463869463869464, Dekois,LogisticRegression,FXA,BEDROC,0.7840036215498681, Dekois,LogisticRegression,FXA,Enrichment factor 1%,23.846153846153847, Dekois,LogisticRegression,FXA,Enrichment factor 5%,13.413461538461538, Dekois,LogisticRegression,FXA,RIE,10.614018494665382, Dekois,LogisticRegression,FXA,AUPRC,0.7218400531213152, Dekois,LogisticRegression,FXA,accuracy,0.9774193548387097, Dekois,LogisticRegression,FXA,F1 score,0.6666666666666666, Dekois,LogisticRegression,FXA,recall,0.5384615384615384, Dekois,LogisticRegression,FXA,precision,0.875, Dekois,LogisticRegression,FXA,MCC,0.6764441595240397, 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,0.9515669515669516, Dekois,LightGBM_Ranker,FXA,BEDROC,0.8476343077040634, Dekois,LightGBM_Ranker,FXA,Enrichment factor 1%,23.846153846153847, Dekois,LightGBM_Ranker,FXA,Enrichment factor 5%,14.903846153846153, Dekois,LightGBM_Ranker,FXA,RIE,11.475465121947757, Dekois,LightGBM_Ranker,FXA,AUPRC,0.7928374980355177, 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,0.9955209806694955, Dekois,RandomForest,GBA,BEDROC,0.9485784648695501, Dekois,RandomForest,GBA,Enrichment factor 1%,44.285714285714285, Dekois,RandomForest,GBA,Enrichment factor 5%,19.375, Dekois,RandomForest,GBA,RIE,15.26585677998512, Dekois,RandomForest,GBA,AUPRC,0.9159663865546217, 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,0.9886845827439887, Dekois,LogisticRegression,GBA,BEDROC,0.8831883500931675, Dekois,LogisticRegression,GBA,Enrichment factor 1%,44.285714285714285, Dekois,LogisticRegression,GBA,Enrichment factor 5%,16.607142857142858, Dekois,LogisticRegression,GBA,RIE,14.213507226874531, Dekois,LogisticRegression,GBA,AUPRC,0.8306693306693307, 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,0.8764733616218764, Dekois,LightGBM_Ranker,GBA,BEDROC,0.7626384666094197, Dekois,LightGBM_Ranker,GBA,Enrichment factor 1%,44.285714285714285, Dekois,LightGBM_Ranker,GBA,Enrichment factor 5%,13.839285714285714, Dekois,LightGBM_Ranker,GBA,RIE,12.273449215881792, Dekois,LightGBM_Ranker,GBA,AUPRC,0.7151946985690828, 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,0.9903225806451613, Dekois,RandomForest,GR,F1 score,0.6666666666666666, Dekois,RandomForest,GR,recall,0.5, Dekois,RandomForest,GR,precision,1.0, Dekois,RandomForest,GR,MCC,0.7036433802109262, 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,1.0, Dekois,LogisticRegression,GR,F1 score,1.0, Dekois,LogisticRegression,GR,recall,1.0, Dekois,LogisticRegression,GR,precision,1.0, Dekois,LogisticRegression,GR,MCC,1.0, 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,0.9111842105263158, Dekois,LightGBM_Ranker,GR,BEDROC,0.725611511053376, Dekois,LightGBM_Ranker,GR,Enrichment factor 1%,38.75, Dekois,LightGBM_Ranker,GR,Enrichment factor 5%,12.916666666666666, Dekois,LightGBM_Ranker,GR,RIE,12.033315469554235, Dekois,LightGBM_Ranker,GR,AUPRC,0.6489197530864197, 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,0.914859208523592, Dekois,RandomForest,GSK3B,BEDROC,0.7160237692102703, Dekois,RandomForest,GSK3B,Enrichment factor 1%,17.22222222222222, Dekois,RandomForest,GSK3B,Enrichment factor 5%,10.76388888888889, Dekois,RandomForest,GSK3B,RIE,8.470744115085825, Dekois,RandomForest,GSK3B,AUPRC,0.6164116950121744, 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,0.8748097412480974, Dekois,LogisticRegression,GSK3B,BEDROC,0.6432734607429915, Dekois,LogisticRegression,GSK3B,Enrichment factor 1%,17.22222222222222, Dekois,LogisticRegression,GSK3B,Enrichment factor 5%,10.76388888888889, Dekois,LogisticRegression,GSK3B,RIE,7.610089388031858, Dekois,LogisticRegression,GSK3B,AUPRC,0.544851366735658, Dekois,LogisticRegression,GSK3B,accuracy,0.9548387096774194, Dekois,LogisticRegression,GSK3B,F1 score,0.4166666666666667, Dekois,LogisticRegression,GSK3B,recall,0.2777777777777778, Dekois,LogisticRegression,GSK3B,precision,0.8333333333333334, Dekois,LogisticRegression,GSK3B,MCC,0.4657202963185681, 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,0.919330289193303, Dekois,LightGBM_Ranker,GSK3B,BEDROC,0.6513058838760839, Dekois,LightGBM_Ranker,GSK3B,Enrichment factor 1%,17.22222222222222, Dekois,LightGBM_Ranker,GSK3B,Enrichment factor 5%,8.61111111111111, Dekois,LightGBM_Ranker,GSK3B,RIE,7.705115004896465, Dekois,LightGBM_Ranker,GSK3B,AUPRC,0.5674820699065203, Dekois,LightGBM_Ranker,GSK3B,accuracy,0.5580645161290323, Dekois,LightGBM_Ranker,GSK3B,F1 score,0.20809248554913296, Dekois,LightGBM_Ranker,GSK3B,recall,1.0, Dekois,LightGBM_Ranker,GSK3B,precision,0.11612903225806452, Dekois,LightGBM_Ranker,GSK3B,MCC,0.24828176658071038, Dekois,RandomForest,HDAC2,AUROC,0.9453088165959452, Dekois,RandomForest,HDAC2,BEDROC,0.883346252806492, Dekois,RandomForest,HDAC2,Enrichment factor 1%,44.285714285714285, Dekois,RandomForest,HDAC2,Enrichment factor 5%,16.607142857142858, Dekois,RandomForest,HDAC2,RIE,14.21604841907721, Dekois,RandomForest,HDAC2,AUPRC,0.864955357142857, 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,0.8571428571428572, Dekois,LogisticRegression,HDAC2,BEDROC,0.7716692134202999, Dekois,LogisticRegression,HDAC2,Enrichment factor 1%,33.214285714285715, Dekois,LogisticRegression,HDAC2,Enrichment factor 5%,13.839285714285714, Dekois,LogisticRegression,HDAC2,RIE,12.418784675273233, Dekois,LogisticRegression,HDAC2,AUPRC,0.6533229332688706, Dekois,LogisticRegression,HDAC2,accuracy,0.9838709677419355, Dekois,LogisticRegression,HDAC2,F1 score,0.4444444444444444, Dekois,LogisticRegression,HDAC2,recall,0.2857142857142857, Dekois,LogisticRegression,HDAC2,precision,1.0, Dekois,LogisticRegression,HDAC2,MCC,0.5301660747259792, 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,0.8519566242338519, Dekois,LightGBM_Ranker,HDAC2,BEDROC,0.6185102098368189, Dekois,LightGBM_Ranker,HDAC2,Enrichment factor 1%,33.214285714285715, Dekois,LightGBM_Ranker,HDAC2,Enrichment factor 5%,11.071428571428571, Dekois,LightGBM_Ranker,HDAC2,RIE,9.953934911251213, Dekois,LightGBM_Ranker,HDAC2,AUPRC,0.5668938283662377, Dekois,LightGBM_Ranker,HDAC2,accuracy,0.5225806451612903, Dekois,LightGBM_Ranker,HDAC2,F1 score,0.08641975308641975, Dekois,LightGBM_Ranker,HDAC2,recall,1.0, Dekois,LightGBM_Ranker,HDAC2,precision,0.04516129032258064, Dekois,LightGBM_Ranker,HDAC2,MCC,0.15199444144778157, Dekois,RandomForest,HIV1PR,AUROC,0.9714198844633628, Dekois,RandomForest,HIV1PR,BEDROC,0.9147874211389256, Dekois,RandomForest,HIV1PR,Enrichment factor 1%,28.181818181818183, Dekois,RandomForest,HIV1PR,Enrichment factor 5%,17.613636363636363, Dekois,RandomForest,HIV1PR,RIE,13.101512829973732, Dekois,RandomForest,HIV1PR,AUPRC,0.881198347107438, Dekois,RandomForest,HIV1PR,accuracy,0.9741935483870968, Dekois,RandomForest,HIV1PR,F1 score,0.42857142857142855, Dekois,RandomForest,HIV1PR,recall,0.2727272727272727, Dekois,RandomForest,HIV1PR,precision,1.0, Dekois,RandomForest,HIV1PR,MCC,0.5153837144421909, Dekois,LogisticRegression,HIV1PR,AUROC,0.9920948616600791, Dekois,LogisticRegression,HIV1PR,BEDROC,0.9133734628294436, Dekois,LogisticRegression,HIV1PR,Enrichment factor 1%,28.181818181818183, Dekois,LogisticRegression,HIV1PR,Enrichment factor 5%,15.852272727272727, Dekois,LogisticRegression,HIV1PR,RIE,13.081262231397735, Dekois,LogisticRegression,HIV1PR,AUPRC,0.8751196172248805, Dekois,LogisticRegression,HIV1PR,accuracy,0.9903225806451613, Dekois,LogisticRegression,HIV1PR,F1 score,0.8421052631578947, Dekois,LogisticRegression,HIV1PR,recall,0.7272727272727273, Dekois,LogisticRegression,HIV1PR,precision,1.0, Dekois,LogisticRegression,HIV1PR,MCC,0.8485565177150978, 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,0.9571298266950441, Dekois,LightGBM_Ranker,HIV1PR,BEDROC,0.9088335541779614, Dekois,LightGBM_Ranker,HIV1PR,Enrichment factor 1%,28.181818181818183, Dekois,LightGBM_Ranker,HIV1PR,Enrichment factor 5%,17.613636363636363, Dekois,LightGBM_Ranker,HIV1PR,RIE,13.01624202036581, Dekois,LightGBM_Ranker,HIV1PR,AUPRC,0.8660779652062343, 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,0.9356823266219239, Dekois,RandomForest,HIV1RT,BEDROC,0.8537782037491288, Dekois,RandomForest,HIV1RT,Enrichment factor 1%,25.833333333333332, Dekois,RandomForest,HIV1RT,Enrichment factor 5%,14.53125, Dekois,RandomForest,HIV1RT,RIE,11.886485562124324, Dekois,RandomForest,HIV1RT,AUPRC,0.7914440406464295, Dekois,RandomForest,HIV1RT,accuracy,0.9612903225806452, Dekois,RandomForest,HIV1RT,F1 score,0.0, Dekois,RandomForest,HIV1RT,recall,0.0, Dekois,RandomForest,HIV1RT,precision,0.0, Dekois,RandomForest,HIV1RT,MCC,0.0, Dekois,LogisticRegression,HIV1RT,AUROC,0.8948545861297539, Dekois,LogisticRegression,HIV1RT,BEDROC,0.8002025524207985, Dekois,LogisticRegression,HIV1RT,Enrichment factor 1%,25.833333333333332, Dekois,LogisticRegression,HIV1RT,Enrichment factor 5%,14.53125, Dekois,LogisticRegression,HIV1RT,RIE,11.140593713556644, Dekois,LogisticRegression,HIV1RT,AUPRC,0.7121430547108518, 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,0.8920581655480985, Dekois,LightGBM_Ranker,HIV1RT,BEDROC,0.5454300245601169, Dekois,LightGBM_Ranker,HIV1RT,Enrichment factor 1%,19.375, Dekois,LightGBM_Ranker,HIV1RT,Enrichment factor 5%,9.6875, Dekois,LightGBM_Ranker,HIV1RT,RIE,7.593595271938497, Dekois,LightGBM_Ranker,HIV1RT,AUPRC,0.4557405857520617, 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,0.954974068835455, Dekois,RandomForest,HSP90,BEDROC,0.7801213586919757, Dekois,RandomForest,HSP90,Enrichment factor 1%,44.285714285714285, Dekois,RandomForest,HSP90,Enrichment factor 5%,13.839285714285714, Dekois,RandomForest,HSP90,RIE,12.554808466176356, Dekois,RandomForest,HSP90,AUPRC,0.7322279626737154, 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,0.9486091466289486, Dekois,LogisticRegression,HSP90,BEDROC,0.7785076279763993, Dekois,LogisticRegression,HSP90,Enrichment factor 1%,33.214285714285715, Dekois,LogisticRegression,HSP90,Enrichment factor 5%,13.839285714285714, Dekois,LogisticRegression,HSP90,RIE,12.528838045369096, Dekois,LogisticRegression,HSP90,AUPRC,0.6941682764952277, Dekois,LogisticRegression,HSP90,accuracy,0.9838709677419355, Dekois,LogisticRegression,HSP90,F1 score,0.6153846153846154, Dekois,LogisticRegression,HSP90,recall,0.5714285714285714, Dekois,LogisticRegression,HSP90,precision,0.6666666666666666, Dekois,LogisticRegression,HSP90,MCC,0.6090796181590485, 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,0.9174917491749175, Dekois,LightGBM_Ranker,HSP90,BEDROC,0.7118614262938473, Dekois,LightGBM_Ranker,HSP90,Enrichment factor 1%,44.285714285714285, Dekois,LightGBM_Ranker,HSP90,Enrichment factor 5%,11.071428571428571, Dekois,LightGBM_Ranker,HSP90,RIE,11.456273777864812, Dekois,LightGBM_Ranker,HSP90,AUPRC,0.6479199413982023, 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,0.9283976892672545, Dekois,RandomForest,IGF1R,BEDROC,0.7816397529582801, Dekois,RandomForest,IGF1R,Enrichment factor 1%,28.181818181818183, Dekois,RandomForest,IGF1R,Enrichment factor 5%,14.090909090909092, Dekois,RandomForest,IGF1R,RIE,11.194582504252828, Dekois,RandomForest,IGF1R,AUPRC,0.719549667647537, 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,0.9407114624505929, Dekois,LogisticRegression,IGF1R,BEDROC,0.8853470609300486, Dekois,LogisticRegression,IGF1R,Enrichment factor 1%,28.181818181818183, Dekois,LogisticRegression,IGF1R,Enrichment factor 5%,17.613636363636363, Dekois,LogisticRegression,IGF1R,RIE,12.679870329961739, Dekois,LogisticRegression,IGF1R,AUPRC,0.819141969141969, Dekois,LogisticRegression,IGF1R,accuracy,0.9806451612903225, Dekois,LogisticRegression,IGF1R,F1 score,0.6666666666666666, Dekois,LogisticRegression,IGF1R,recall,0.5454545454545454, Dekois,LogisticRegression,IGF1R,precision,0.8571428571428571, Dekois,LogisticRegression,IGF1R,MCC,0.6750704099492296, 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,0.8832471875950136, Dekois,LightGBM_Ranker,IGF1R,BEDROC,0.7802827821577287, Dekois,LightGBM_Ranker,IGF1R,Enrichment factor 1%,28.181818181818183, Dekois,LightGBM_Ranker,IGF1R,Enrichment factor 5%,14.090909090909092, Dekois,LightGBM_Ranker,IGF1R,RIE,11.175148076252343, Dekois,LightGBM_Ranker,IGF1R,AUPRC,0.7255849441666372, 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,0.8216059602649007, Dekois,RandomForest,ITK,BEDROC,0.5655444377416148, Dekois,RandomForest,ITK,Enrichment factor 1%,38.75, Dekois,RandomForest,ITK,Enrichment factor 5%,9.6875, Dekois,RandomForest,ITK,RIE,8.835488270368817, Dekois,RandomForest,ITK,AUPRC,0.5285645356152778, 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,0.8348509933774835, Dekois,LogisticRegression,ITK,BEDROC,0.5744864157397503, Dekois,LogisticRegression,ITK,Enrichment factor 1%,38.75, Dekois,LogisticRegression,ITK,Enrichment factor 5%,9.6875, Dekois,LogisticRegression,ITK,RIE,8.975188594448497, Dekois,LogisticRegression,ITK,AUPRC,0.5393802530872893, 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,0.8211920529801323, Dekois,LightGBM_Ranker,ITK,BEDROC,0.5807633086444162, Dekois,LightGBM_Ranker,ITK,Enrichment factor 1%,19.375, Dekois,LightGBM_Ranker,ITK,Enrichment factor 5%,9.6875, Dekois,LightGBM_Ranker,ITK,RIE,9.073252353180413, Dekois,LightGBM_Ranker,ITK,AUPRC,0.44321076181330266, 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,0.8706666666666667, Dekois,RandomForest,JAK3,BEDROC,0.7800501172144221, Dekois,RandomForest,JAK3,Enrichment factor 1%,23.25, Dekois,RandomForest,JAK3,Enrichment factor 5%,15.5, Dekois,RandomForest,JAK3,RIE,11.496444418934544, Dekois,RandomForest,JAK3,AUPRC,0.6730091275004065, Dekois,RandomForest,JAK3,accuracy,0.9709677419354839, Dekois,RandomForest,JAK3,F1 score,0.18181818181818182, Dekois,RandomForest,JAK3,recall,0.1, Dekois,RandomForest,JAK3,precision,1.0, Dekois,RandomForest,JAK3,MCC,0.3115884764248779, Dekois,LogisticRegression,JAK3,AUROC,0.981, Dekois,LogisticRegression,JAK3,BEDROC,0.8684085614886815, Dekois,LogisticRegression,JAK3,Enrichment factor 1%,31.0, Dekois,LogisticRegression,JAK3,Enrichment factor 5%,15.5, Dekois,LogisticRegression,JAK3,RIE,12.798678616467043, Dekois,LogisticRegression,JAK3,AUPRC,0.8096672771672772, Dekois,LogisticRegression,JAK3,accuracy,0.9774193548387097, Dekois,LogisticRegression,JAK3,F1 score,0.5333333333333333, Dekois,LogisticRegression,JAK3,recall,0.4, Dekois,LogisticRegression,JAK3,precision,0.8, Dekois,LogisticRegression,JAK3,MCC,0.5563542528324995, 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,0.884, Dekois,LightGBM_Ranker,JAK3,BEDROC,0.6535472419806796, Dekois,LightGBM_Ranker,JAK3,Enrichment factor 1%,23.25, Dekois,LightGBM_Ranker,JAK3,Enrichment factor 5%,11.625, Dekois,LightGBM_Ranker,JAK3,RIE,9.632034383553721, Dekois,LightGBM_Ranker,JAK3,AUPRC,0.530040896708574, 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,0.9163851351351351, Dekois,RandomForest,JNK1,BEDROC,0.7998079139142457, Dekois,RandomForest,JNK1,Enrichment factor 1%,16.607142857142858, Dekois,RandomForest,JNK1,Enrichment factor 5%,13.839285714285714, Dekois,RandomForest,JNK1,RIE,10.532860127169917, Dekois,RandomForest,JNK1,AUPRC,0.674926316859987, 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,0.953426640926641, Dekois,LogisticRegression,JNK1,BEDROC,0.742660357624574, Dekois,LogisticRegression,JNK1,Enrichment factor 1%,22.142857142857142, Dekois,LogisticRegression,JNK1,Enrichment factor 5%,12.455357142857142, Dekois,LogisticRegression,JNK1,RIE,9.78027040817703, Dekois,LogisticRegression,JNK1,AUPRC,0.675534575871816, Dekois,LogisticRegression,JNK1,accuracy,0.964516129032258, Dekois,LogisticRegression,JNK1,F1 score,0.5217391304347826, Dekois,LogisticRegression,JNK1,recall,0.42857142857142855, Dekois,LogisticRegression,JNK1,precision,0.6666666666666666, Dekois,LogisticRegression,JNK1,MCC,0.5175290316177399, 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,0.8112934362934363, Dekois,LightGBM_Ranker,JNK1,BEDROC,0.6312129875187119, Dekois,LightGBM_Ranker,JNK1,Enrichment factor 1%,22.142857142857142, Dekois,LightGBM_Ranker,JNK1,Enrichment factor 5%,11.071428571428571, Dekois,LightGBM_Ranker,JNK1,RIE,8.31259356605061, Dekois,LightGBM_Ranker,JNK1,AUPRC,0.5254395917990217, Dekois,LightGBM_Ranker,JNK1,accuracy,0.5258064516129032, Dekois,LightGBM_Ranker,JNK1,F1 score,0.1301775147928994, Dekois,LightGBM_Ranker,JNK1,recall,0.7857142857142857, Dekois,LightGBM_Ranker,JNK1,precision,0.07096774193548387, Dekois,LightGBM_Ranker,JNK1,MCC,0.12427395320024001, Dekois,RandomForest,JNK2,AUROC,0.9055001845699521, Dekois,RandomForest,JNK2,BEDROC,0.6731738336584763, Dekois,RandomForest,JNK2,Enrichment factor 1%,25.833333333333332, Dekois,RandomForest,JNK2,Enrichment factor 5%,10.76388888888889, Dekois,RandomForest,JNK2,RIE,10.213053111076224, Dekois,RandomForest,JNK2,AUPRC,0.5670321653372501, Dekois,RandomForest,JNK2,accuracy,0.9774193548387097, Dekois,RandomForest,JNK2,F1 score,0.36363636363636365, Dekois,RandomForest,JNK2,recall,0.2222222222222222, Dekois,RandomForest,JNK2,precision,1.0, Dekois,RandomForest,JNK2,MCC,0.4660168636130212, Dekois,LogisticRegression,JNK2,AUROC,0.8914728682170543, Dekois,LogisticRegression,JNK2,BEDROC,0.6401281489916406, Dekois,LogisticRegression,JNK2,Enrichment factor 1%,34.44444444444444, Dekois,LogisticRegression,JNK2,Enrichment factor 5%,10.76388888888889, Dekois,LogisticRegression,JNK2,RIE,9.71170069083543, Dekois,LogisticRegression,JNK2,AUPRC,0.5906364900008968, Dekois,LogisticRegression,JNK2,accuracy,0.9806451612903225, Dekois,LogisticRegression,JNK2,F1 score,0.5, Dekois,LogisticRegression,JNK2,recall,0.3333333333333333, Dekois,LogisticRegression,JNK2,precision,1.0, Dekois,LogisticRegression,JNK2,MCC,0.5716805710822062, 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,0.8106312292358804, Dekois,LightGBM_Ranker,JNK2,BEDROC,0.5452656899928435, Dekois,LightGBM_Ranker,JNK2,Enrichment factor 1%,17.22222222222222, Dekois,LightGBM_Ranker,JNK2,Enrichment factor 5%,8.61111111111111, Dekois,LightGBM_Ranker,JNK2,RIE,8.272495424292105, Dekois,LightGBM_Ranker,JNK2,AUPRC,0.4242898571543073, 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,0.9689597315436241, Dekois,RandomForest,JNK3,BEDROC,0.6953368901875843, Dekois,RandomForest,JNK3,Enrichment factor 1%,12.916666666666666, Dekois,RandomForest,JNK3,Enrichment factor 5%,12.916666666666666, Dekois,RandomForest,JNK3,RIE,9.68063119858774, Dekois,RandomForest,JNK3,AUPRC,0.5604360916860917, Dekois,RandomForest,JNK3,accuracy,0.9612903225806452, Dekois,RandomForest,JNK3,F1 score,0.0, Dekois,RandomForest,JNK3,recall,0.0, Dekois,RandomForest,JNK3,precision,0.0, Dekois,RandomForest,JNK3,MCC,0.0, Dekois,LogisticRegression,JNK3,AUROC,0.9046420581655481, Dekois,LogisticRegression,JNK3,BEDROC,0.6139363272016919, Dekois,LogisticRegression,JNK3,Enrichment factor 1%,19.375, Dekois,LogisticRegression,JNK3,Enrichment factor 5%,9.6875, Dekois,LogisticRegression,JNK3,RIE,8.547354889394441, Dekois,LogisticRegression,JNK3,AUPRC,0.5147123428018681, Dekois,LogisticRegression,JNK3,accuracy,0.964516129032258, Dekois,LogisticRegression,JNK3,F1 score,0.42105263157894735, Dekois,LogisticRegression,JNK3,recall,0.3333333333333333, Dekois,LogisticRegression,JNK3,precision,0.5714285714285714, Dekois,LogisticRegression,JNK3,MCC,0.4197481056002297, 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,0.8850671140939598, Dekois,LightGBM_Ranker,JNK3,BEDROC,0.5593797803562666, Dekois,LightGBM_Ranker,JNK3,Enrichment factor 1%,12.916666666666666, Dekois,LightGBM_Ranker,JNK3,Enrichment factor 5%,9.6875, Dekois,LightGBM_Ranker,JNK3,RIE,7.787806800494487, Dekois,LightGBM_Ranker,JNK3,AUPRC,0.42087088566620734, 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,0.9954098360655739, Dekois,RandomForest,KIF11,BEDROC,0.9363834347190281, Dekois,RandomForest,KIF11,Enrichment factor 1%,62.0, Dekois,RandomForest,KIF11,Enrichment factor 5%,19.375, Dekois,RandomForest,KIF11,RIE,16.007281734387533, Dekois,RandomForest,KIF11,AUPRC,0.8833333333333333, 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,0.9934426229508198, Dekois,LogisticRegression,KIF11,BEDROC,0.9112263062568686, Dekois,LogisticRegression,KIF11,Enrichment factor 1%,46.5, Dekois,LogisticRegression,KIF11,Enrichment factor 5%,19.375, Dekois,LogisticRegression,KIF11,RIE,15.577225812030317, Dekois,LogisticRegression,KIF11,AUPRC,0.8314285714285714, Dekois,LogisticRegression,KIF11,accuracy,0.9935483870967742, Dekois,LogisticRegression,KIF11,F1 score,0.75, Dekois,LogisticRegression,KIF11,recall,0.6, Dekois,LogisticRegression,KIF11,precision,1.0, Dekois,LogisticRegression,KIF11,MCC,0.7720694303051548, 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,0.798688524590164, Dekois,LightGBM_Ranker,KIF11,BEDROC,0.7176027885711672, Dekois,LightGBM_Ranker,KIF11,Enrichment factor 1%,46.5, Dekois,LightGBM_Ranker,KIF11,Enrichment factor 5%,15.5, Dekois,LightGBM_Ranker,KIF11,RIE,12.267271712395155, Dekois,LightGBM_Ranker,KIF11,AUPRC,0.6066666666666666, Dekois,LightGBM_Ranker,KIF11,accuracy,0.5096774193548387, Dekois,LightGBM_Ranker,KIF11,F1 score,0.05, Dekois,LightGBM_Ranker,KIF11,recall,0.8, Dekois,LightGBM_Ranker,KIF11,precision,0.025806451612903226, Dekois,LightGBM_Ranker,KIF11,MCC,0.07682212795973759, Dekois,RandomForest,LCK,AUROC,0.9313399778516056, Dekois,RandomForest,LCK,BEDROC,0.9153420269380484, Dekois,RandomForest,LCK,Enrichment factor 1%,34.44444444444444, Dekois,RandomForest,LCK,Enrichment factor 5%,17.22222222222222, Dekois,RandomForest,LCK,RIE,13.887106502014172, Dekois,RandomForest,LCK,AUPRC,0.8937669376693766, 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,0.9342930970837947, Dekois,LogisticRegression,LCK,BEDROC,0.9153419069025515, Dekois,LogisticRegression,LCK,Enrichment factor 1%,34.44444444444444, Dekois,LogisticRegression,LCK,Enrichment factor 5%,17.22222222222222, Dekois,LogisticRegression,LCK,RIE,13.8871046808963, Dekois,LogisticRegression,LCK,AUPRC,0.8942364824717768, Dekois,LogisticRegression,LCK,accuracy,0.9806451612903225, Dekois,LogisticRegression,LCK,F1 score,0.5, Dekois,LogisticRegression,LCK,recall,0.3333333333333333, Dekois,LogisticRegression,LCK,precision,1.0, Dekois,LogisticRegression,LCK,MCC,0.5716805710822062, 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,0.9401993355481728, Dekois,LightGBM_Ranker,LCK,BEDROC,0.8046335726277629, Dekois,LightGBM_Ranker,LCK,Enrichment factor 1%,34.44444444444444, Dekois,LightGBM_Ranker,LCK,Enrichment factor 5%,15.069444444444445, Dekois,LightGBM_Ranker,LCK,RIE,12.207493806160961, Dekois,LightGBM_Ranker,LCK,AUPRC,0.7592867394847593, 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,0.9958609271523179, Dekois,RandomForest,MK2,BEDROC,0.9357772114739671, Dekois,RandomForest,MK2,Enrichment factor 1%,29.0625, Dekois,RandomForest,MK2,Enrichment factor 5%,19.375, Dekois,RandomForest,MK2,RIE,14.619626688749285, Dekois,RandomForest,MK2,AUPRC,0.8534722222222222, Dekois,RandomForest,MK2,accuracy,0.9806451612903225, Dekois,RandomForest,MK2,F1 score,0.4, Dekois,RandomForest,MK2,recall,0.25, Dekois,RandomForest,MK2,precision,1.0, Dekois,RandomForest,MK2,MCC,0.4951059180921493, Dekois,LogisticRegression,MK2,AUROC,0.9892384105960265, Dekois,LogisticRegression,MK2,BEDROC,0.8667103189100042, Dekois,LogisticRegression,MK2,Enrichment factor 1%,38.75, Dekois,LogisticRegression,MK2,Enrichment factor 5%,16.953125, Dekois,LogisticRegression,MK2,RIE,13.540596156983954, Dekois,LogisticRegression,MK2,AUPRC,0.7815934065934066, Dekois,LogisticRegression,MK2,accuracy,0.9870967741935484, Dekois,LogisticRegression,MK2,F1 score,0.6666666666666666, Dekois,LogisticRegression,MK2,recall,0.5, Dekois,LogisticRegression,MK2,precision,1.0, Dekois,LogisticRegression,MK2,MCC,0.7024699653989356, 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,0.9544701986754967, Dekois,LightGBM_Ranker,MK2,BEDROC,0.7358650507100731, Dekois,LightGBM_Ranker,MK2,Enrichment factor 1%,29.0625, Dekois,LightGBM_Ranker,MK2,Enrichment factor 5%,12.109375, Dekois,LightGBM_Ranker,MK2,RIE,11.49640343188058, Dekois,LightGBM_Ranker,MK2,AUPRC,0.6306610310421286, 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,0.9768926725448465, Dekois,RandomForest,MMP2,BEDROC,0.8868873089124166, Dekois,RandomForest,MMP2,Enrichment factor 1%,21.136363636363637, Dekois,RandomForest,MMP2,Enrichment factor 5%,17.613636363636363, Dekois,RandomForest,MMP2,RIE,12.701929639199683, Dekois,RandomForest,MMP2,AUPRC,0.8140446674537584, 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,0.9802371541501976, Dekois,LogisticRegression,MMP2,BEDROC,0.8654389787150342, Dekois,LogisticRegression,MMP2,Enrichment factor 1%,28.181818181818183, Dekois,LogisticRegression,MMP2,Enrichment factor 5%,15.852272727272727, Dekois,LogisticRegression,MMP2,RIE,12.394748358082742, Dekois,LogisticRegression,MMP2,AUPRC,0.7976140767883055, Dekois,LogisticRegression,MMP2,accuracy,0.9806451612903225, Dekois,LogisticRegression,MMP2,F1 score,0.7, Dekois,LogisticRegression,MMP2,recall,0.6363636363636364, Dekois,LogisticRegression,MMP2,precision,0.7777777777777778, Dekois,LogisticRegression,MMP2,MCC,0.6938149596722035, 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,0.966859227728793, Dekois,LightGBM_Ranker,MMP2,BEDROC,0.8244144665790192, Dekois,LightGBM_Ranker,MMP2,Enrichment factor 1%,21.136363636363637, Dekois,LightGBM_Ranker,MMP2,Enrichment factor 5%,15.852272727272727, Dekois,LightGBM_Ranker,MMP2,RIE,11.807198554477216, Dekois,LightGBM_Ranker,MMP2,AUPRC,0.736487237716746, 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,0.9207516339869282, Dekois,LogisticRegression,PARP-1,BEDROC,0.7429675667968028, Dekois,LogisticRegression,PARP-1,Enrichment factor 1%,58.125, Dekois,LogisticRegression,PARP-1,Enrichment factor 5%,14.53125, Dekois,LogisticRegression,PARP-1,RIE,13.09683346116266, Dekois,LogisticRegression,PARP-1,AUPRC,0.6142676767676767, Dekois,LogisticRegression,PARP-1,accuracy,0.9903225806451613, Dekois,LogisticRegression,PARP-1,F1 score,0.5714285714285714, Dekois,LogisticRegression,PARP-1,recall,0.5, Dekois,LogisticRegression,PARP-1,precision,0.6666666666666666, Dekois,LogisticRegression,PARP-1,MCC,0.5726418119886068, 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,0.9501633986928104, Dekois,LightGBM_Ranker,PARP-1,BEDROC,0.4385551111825383, 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,7.730732168806795, Dekois,LightGBM_Ranker,PARP-1,AUPRC,0.1467617349970291, 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,0.9910644910644911, Dekois,RandomForest,PDE5,BEDROC,0.9464245880091386, Dekois,RandomForest,PDE5,Enrichment factor 1%,23.846153846153847, Dekois,RandomForest,PDE5,Enrichment factor 5%,17.884615384615383, Dekois,RandomForest,PDE5,RIE,12.8129102906335, Dekois,RandomForest,PDE5,AUPRC,0.927416786112438, 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,0.9968919968919968, Dekois,LogisticRegression,PDE5,BEDROC,0.9628631890243131, Dekois,LogisticRegression,PDE5,Enrichment factor 1%,23.846153846153847, Dekois,LogisticRegression,PDE5,Enrichment factor 5%,17.884615384615383, Dekois,LogisticRegression,PDE5,RIE,13.035459790845497, Dekois,LogisticRegression,PDE5,AUPRC,0.940574382882075, Dekois,LogisticRegression,PDE5,accuracy,0.9838709677419355, Dekois,LogisticRegression,PDE5,F1 score,0.7619047619047619, Dekois,LogisticRegression,PDE5,recall,0.6153846153846154, Dekois,LogisticRegression,PDE5,precision,1.0, Dekois,LogisticRegression,PDE5,MCC,0.7779435251835035, 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,0.9748769748769748, Dekois,LightGBM_Ranker,PDE5,BEDROC,0.8651393830258318, Dekois,LightGBM_Ranker,PDE5,Enrichment factor 1%,23.846153846153847, Dekois,LightGBM_Ranker,PDE5,Enrichment factor 5%,16.39423076923077, Dekois,LightGBM_Ranker,PDE5,RIE,11.71245279264046, Dekois,LightGBM_Ranker,PDE5,AUPRC,0.8152086368791305, 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,0.908062234794908, Dekois,RandomForest,PDK1,BEDROC,0.8681824704738503, Dekois,RandomForest,PDK1,Enrichment factor 1%,44.285714285714285, Dekois,RandomForest,PDK1,Enrichment factor 5%,16.607142857142858, Dekois,RandomForest,PDK1,RIE,13.972011539561205, Dekois,RandomForest,PDK1,AUPRC,0.8261234071093224, 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,0.892032060348892, Dekois,LogisticRegression,PDK1,BEDROC,0.8613431238397975, Dekois,LogisticRegression,PDK1,Enrichment factor 1%,44.285714285714285, Dekois,LogisticRegression,PDK1,Enrichment factor 5%,16.607142857142858, Dekois,LogisticRegression,PDK1,RIE,13.861943169158016, Dekois,LogisticRegression,PDK1,AUPRC,0.8138156550173715, Dekois,LogisticRegression,PDK1,accuracy,0.9870967741935484, Dekois,LogisticRegression,PDK1,F1 score,0.6, Dekois,LogisticRegression,PDK1,recall,0.42857142857142855, Dekois,LogisticRegression,PDK1,precision,1.0, Dekois,LogisticRegression,PDK1,MCC,0.6503748426997711, 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,0.8604431871758604, Dekois,LightGBM_Ranker,PDK1,BEDROC,0.759272968100708, Dekois,LightGBM_Ranker,PDK1,Enrichment factor 1%,44.285714285714285, Dekois,LightGBM_Ranker,PDK1,Enrichment factor 5%,13.839285714285714, Dekois,LightGBM_Ranker,PDK1,RIE,12.21928688777228, Dekois,LightGBM_Ranker,PDK1,AUPRC,0.7125446901675809, 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,0.8782577220077219, Dekois,RandomForest,PI3Kg,BEDROC,0.6715051949884263, Dekois,RandomForest,PI3Kg,Enrichment factor 1%,22.142857142857142, Dekois,RandomForest,PI3Kg,Enrichment factor 5%,11.071428571428571, Dekois,RandomForest,PI3Kg,RIE,8.843211199874366, Dekois,RandomForest,PI3Kg,AUPRC,0.5733752581891318, 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,0.8906853281853282, Dekois,LogisticRegression,PI3Kg,BEDROC,0.6787434430571829, Dekois,LogisticRegression,PI3Kg,Enrichment factor 1%,22.142857142857142, Dekois,LogisticRegression,PI3Kg,Enrichment factor 5%,11.071428571428571, Dekois,LogisticRegression,PI3Kg,RIE,8.938533404947393, Dekois,LogisticRegression,PI3Kg,AUPRC,0.6131729097596971, Dekois,LogisticRegression,PI3Kg,accuracy,0.967741935483871, Dekois,LogisticRegression,PI3Kg,F1 score,0.4444444444444444, Dekois,LogisticRegression,PI3Kg,recall,0.2857142857142857, Dekois,LogisticRegression,PI3Kg,precision,1.0, Dekois,LogisticRegression,PI3Kg,MCC,0.5257159095497188, 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,0.6096330618755846, Dekois,LightGBM_Ranker,PI3Kg,Enrichment factor 1%,22.142857142857142, Dekois,LightGBM_Ranker,PI3Kg,Enrichment factor 5%,9.6875, Dekois,LightGBM_Ranker,PI3Kg,RIE,8.028402408456287, Dekois,LightGBM_Ranker,PI3Kg,AUPRC,0.5196110025695743, Dekois,LightGBM_Ranker,PI3Kg,accuracy,0.5387096774193548, Dekois,LightGBM_Ranker,PI3Kg,F1 score,0.15384615384615385, Dekois,LightGBM_Ranker,PI3Kg,recall,0.9285714285714286, Dekois,LightGBM_Ranker,PI3Kg,precision,0.08387096774193549, Dekois,LightGBM_Ranker,PI3Kg,MCC,0.18641092980036, Dekois,RandomForest,PIM-1,AUROC,0.9832041343669251, Dekois,RandomForest,PIM-1,BEDROC,0.8388584850088457, Dekois,RandomForest,PIM-1,Enrichment factor 1%,34.44444444444444, Dekois,RandomForest,PIM-1,Enrichment factor 5%,15.069444444444445, Dekois,RandomForest,PIM-1,RIE,12.726736873078117, Dekois,RandomForest,PIM-1,AUPRC,0.7337998484417922, 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,0.9354005167958656, Dekois,LogisticRegression,PIM-1,BEDROC,0.7395934417426292, Dekois,LogisticRegression,PIM-1,Enrichment factor 1%,25.833333333333332, Dekois,LogisticRegression,PIM-1,Enrichment factor 5%,12.916666666666666, Dekois,LogisticRegression,PIM-1,RIE,11.220737823926317, Dekois,LogisticRegression,PIM-1,AUPRC,0.6322529322529323, Dekois,LogisticRegression,PIM-1,accuracy,0.9774193548387097, Dekois,LogisticRegression,PIM-1,F1 score,0.5882352941176471, Dekois,LogisticRegression,PIM-1,recall,0.5555555555555556, Dekois,LogisticRegression,PIM-1,precision,0.625, Dekois,LogisticRegression,PIM-1,MCC,0.5777254061484695, 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,0.8708010335917312, Dekois,LightGBM_Ranker,PIM-1,BEDROC,0.6222982519034954, Dekois,LightGBM_Ranker,PIM-1,Enrichment factor 1%,34.44444444444444, Dekois,LightGBM_Ranker,PIM-1,Enrichment factor 5%,10.76388888888889, Dekois,LightGBM_Ranker,PIM-1,RIE,9.441194506808412, Dekois,LightGBM_Ranker,PIM-1,AUPRC,0.5563051230824398, 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,0.998914223669924, Dekois,RandomForest,PIM-2,BEDROC,0.9805019348590323, Dekois,RandomForest,PIM-2,Enrichment factor 1%,77.5, Dekois,RandomForest,PIM-2,Enrichment factor 5%,19.375, Dekois,RandomForest,PIM-2,RIE,17.82902610468405, Dekois,RandomForest,PIM-2,AUPRC,0.9166666666666665, Dekois,RandomForest,PIM-2,accuracy,0.9935483870967742, Dekois,RandomForest,PIM-2,F1 score,0.6666666666666666, Dekois,RandomForest,PIM-2,recall,0.6666666666666666, Dekois,RandomForest,PIM-2,precision,0.6666666666666666, Dekois,RandomForest,PIM-2,MCC,0.6634093376764386, 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,0.9967741935483871, Dekois,LogisticRegression,PIM-2,F1 score,0.8571428571428571, Dekois,LogisticRegression,PIM-2,recall,1.0, Dekois,LogisticRegression,PIM-2,precision,0.75, Dekois,LogisticRegression,PIM-2,MCC,0.8646137884959556, 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,0.996742671009772, Dekois,LightGBM_Ranker,PIM-2,BEDROC,0.9450843506715116, 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,17.18500796562342, Dekois,LightGBM_Ranker,PIM-2,AUPRC,0.8333333333333333, 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,0.9747474747474748, Dekois,RandomForest,PPARA,BEDROC,0.9055275905460527, Dekois,RandomForest,PPARA,Enrichment factor 1%,23.846153846153847, Dekois,RandomForest,PPARA,Enrichment factor 5%,16.39423076923077, Dekois,RandomForest,PPARA,RIE,12.25923748495013, Dekois,RandomForest,PPARA,AUPRC,0.8687950511027434, Dekois,RandomForest,PPARA,accuracy,0.967741935483871, Dekois,RandomForest,PPARA,F1 score,0.375, Dekois,RandomForest,PPARA,recall,0.23076923076923078, Dekois,RandomForest,PPARA,precision,1.0, Dekois,RandomForest,PPARA,MCC,0.472495838833379, Dekois,LogisticRegression,PPARA,AUROC,0.9932659932659933, Dekois,LogisticRegression,PPARA,BEDROC,0.9317585877650394, Dekois,LogisticRegression,PPARA,Enrichment factor 1%,23.846153846153847, Dekois,LogisticRegression,PPARA,Enrichment factor 5%,16.39423076923077, Dekois,LogisticRegression,PPARA,RIE,12.614358660758159, Dekois,LogisticRegression,PPARA,AUPRC,0.9014652014652011, Dekois,LogisticRegression,PPARA,accuracy,0.9870967741935484, Dekois,LogisticRegression,PPARA,F1 score,0.8181818181818182, Dekois,LogisticRegression,PPARA,recall,0.6923076923076923, Dekois,LogisticRegression,PPARA,precision,1.0, Dekois,LogisticRegression,PPARA,MCC,0.8265032305347235, 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,0.9852369852369852, Dekois,LightGBM_Ranker,PPARA,BEDROC,0.8939823939180964, Dekois,LightGBM_Ranker,PPARA,Enrichment factor 1%,23.846153846153847, Dekois,LightGBM_Ranker,PPARA,Enrichment factor 5%,16.39423076923077, Dekois,LightGBM_Ranker,PPARA,RIE,12.102936000594552, Dekois,LightGBM_Ranker,PPARA,AUPRC,0.8613968395945137, 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,0.9045022371364654, Dekois,RandomForest,PPARG,BEDROC,0.8129364793988809, Dekois,RandomForest,PPARG,Enrichment factor 1%,25.833333333333332, Dekois,RandomForest,PPARG,Enrichment factor 5%,14.53125, Dekois,RandomForest,PPARG,RIE,11.317878209362394, Dekois,RandomForest,PPARG,AUPRC,0.7561580826726383, 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,0.9395973154362416, Dekois,LogisticRegression,PPARG,BEDROC,0.7251116122398754, Dekois,LogisticRegression,PPARG,Enrichment factor 1%,25.833333333333332, Dekois,LogisticRegression,PPARG,Enrichment factor 5%,12.916666666666666, Dekois,LogisticRegression,PPARG,RIE,10.095161342814443, Dekois,LogisticRegression,PPARG,AUPRC,0.6460258152173914, Dekois,LogisticRegression,PPARG,accuracy,0.9741935483870968, Dekois,LogisticRegression,PPARG,F1 score,0.6363636363636364, Dekois,LogisticRegression,PPARG,recall,0.5833333333333334, Dekois,LogisticRegression,PPARG,precision,0.7, Dekois,LogisticRegression,PPARG,MCC,0.6258849067362454, 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,0.8819910514541387, Dekois,LightGBM_Ranker,PPARG,BEDROC,0.7731363327372252, Dekois,LightGBM_Ranker,PPARG,Enrichment factor 1%,25.833333333333332, Dekois,LightGBM_Ranker,PPARG,Enrichment factor 5%,14.53125, Dekois,LightGBM_Ranker,PPARG,RIE,10.763771927297855, Dekois,LightGBM_Ranker,PPARG,AUPRC,0.6863566436410398, 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,0.9285514541387025, Dekois,RandomForest,PR,BEDROC,0.8745016172267405, Dekois,RandomForest,PR,Enrichment factor 1%,25.833333333333332, Dekois,RandomForest,PR,Enrichment factor 5%,16.145833333333332, Dekois,RandomForest,PR,RIE,12.175001423419593, Dekois,RandomForest,PR,AUPRC,0.8333957553058678, Dekois,RandomForest,PR,accuracy,0.967741935483871, Dekois,RandomForest,PR,F1 score,0.2857142857142857, Dekois,RandomForest,PR,recall,0.16666666666666666, Dekois,RandomForest,PR,precision,1.0, Dekois,RandomForest,PR,MCC,0.4015661978496338, Dekois,LogisticRegression,PR,AUROC,0.9815436241610738, Dekois,LogisticRegression,PR,BEDROC,0.8417009600127014, Dekois,LogisticRegression,PR,Enrichment factor 1%,25.833333333333332, Dekois,LogisticRegression,PR,Enrichment factor 5%,14.53125, Dekois,LogisticRegression,PR,RIE,11.718343552968708, Dekois,LogisticRegression,PR,AUPRC,0.7898195442988571, 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,0.9569351230425056, Dekois,LightGBM_Ranker,PR,BEDROC,0.7919405292687717, Dekois,LightGBM_Ranker,PR,Enrichment factor 1%,25.833333333333332, Dekois,LightGBM_Ranker,PR,Enrichment factor 5%,12.916666666666666, Dekois,LightGBM_Ranker,PR,RIE,11.025568033625888, Dekois,LightGBM_Ranker,PR,AUPRC,0.7385198258545412, 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,0.9749586092715232, Dekois,RandomForest,ROCK-1,BEDROC,0.7892003043427048, Dekois,RandomForest,ROCK-1,Enrichment factor 1%,29.0625, Dekois,RandomForest,ROCK-1,Enrichment factor 5%,16.953125, Dekois,RandomForest,ROCK-1,RIE,12.32965891728931, Dekois,RandomForest,ROCK-1,AUPRC,0.6758721839799751, 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,0.9602649006622517, Dekois,LogisticRegression,ROCK-1,BEDROC,0.8060473855349625, Dekois,LogisticRegression,ROCK-1,Enrichment factor 1%,29.0625, Dekois,LogisticRegression,ROCK-1,Enrichment factor 5%,16.953125, Dekois,LogisticRegression,ROCK-1,RIE,12.592860493366304, Dekois,LogisticRegression,ROCK-1,AUPRC,0.6900019806972054, Dekois,LogisticRegression,ROCK-1,accuracy,0.9838709677419355, Dekois,LogisticRegression,ROCK-1,F1 score,0.5454545454545454, Dekois,LogisticRegression,ROCK-1,recall,0.375, Dekois,LogisticRegression,ROCK-1,precision,1.0, Dekois,LogisticRegression,ROCK-1,MCC,0.6073652180881965, 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,0.8721026490066225, Dekois,LightGBM_Ranker,ROCK-1,BEDROC,0.5853123906908653, Dekois,LightGBM_Ranker,ROCK-1,Enrichment factor 1%,29.0625, Dekois,LightGBM_Ranker,ROCK-1,Enrichment factor 5%,9.6875, Dekois,LightGBM_Ranker,ROCK-1,RIE,9.14432256116868, Dekois,LightGBM_Ranker,ROCK-1,AUPRC,0.49303580122409235, Dekois,LightGBM_Ranker,ROCK-1,accuracy,0.5193548387096775, Dekois,LightGBM_Ranker,ROCK-1,F1 score,0.08588957055214724, Dekois,LightGBM_Ranker,ROCK-1,recall,0.875, Dekois,LightGBM_Ranker,ROCK-1,precision,0.04516129032258064, Dekois,LightGBM_Ranker,ROCK-1,MCC,0.12206826881567391, Dekois,RandomForest,SARS-HCoV,AUROC,0.7033670033670034, Dekois,RandomForest,SARS-HCoV,BEDROC,0.6392235871299297, Dekois,RandomForest,SARS-HCoV,Enrichment factor 1%,45.3, Dekois,RandomForest,SARS-HCoV,Enrichment factor 5%,11.325, Dekois,RandomForest,SARS-HCoV,RIE,10.8833350544658, Dekois,RandomForest,SARS-HCoV,AUPRC,0.6080731630400504, 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,0.9569023569023569, Dekois,LogisticRegression,SARS-HCoV,BEDROC,0.6844655679564338, Dekois,LogisticRegression,SARS-HCoV,Enrichment factor 1%,45.3, Dekois,LogisticRegression,SARS-HCoV,Enrichment factor 5%,11.325, Dekois,LogisticRegression,SARS-HCoV,RIE,11.653618948185114, Dekois,LogisticRegression,SARS-HCoV,AUPRC,0.649390243902439, 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,0.8343434343434344, Dekois,LightGBM_Ranker,SARS-HCoV,BEDROC,0.6394043589583555, 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,10.886412851355564, Dekois,LightGBM_Ranker,SARS-HCoV,AUPRC,0.6141887646097776, Dekois,LightGBM_Ranker,SARS-HCoV,accuracy,0.5165562913907285, Dekois,LightGBM_Ranker,SARS-HCoV,F1 score,0.0641025641025641, Dekois,LightGBM_Ranker,SARS-HCoV,recall,1.0, Dekois,LightGBM_Ranker,SARS-HCoV,precision,0.033112582781456956, Dekois,LightGBM_Ranker,SARS-HCoV,MCC,0.1297498240269205, Dekois,RandomForest,SIRT2,AUROC,0.9071666666666667, Dekois,RandomForest,SIRT2,BEDROC,0.7734075259157775, Dekois,RandomForest,SIRT2,Enrichment factor 1%,31.0, Dekois,RandomForest,SIRT2,Enrichment factor 5%,13.5625, Dekois,RandomForest,SIRT2,RIE,11.398545348615052, Dekois,RandomForest,SIRT2,AUPRC,0.7063206797481507, 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,0.878, Dekois,LogisticRegression,SIRT2,BEDROC,0.7429927534432268, Dekois,LogisticRegression,SIRT2,Enrichment factor 1%,31.0, Dekois,LogisticRegression,SIRT2,Enrichment factor 5%,13.5625, Dekois,LogisticRegression,SIRT2,RIE,10.950289868912542, Dekois,LogisticRegression,SIRT2,AUPRC,0.666287632020531, 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,0.8973333333333333, Dekois,LightGBM_Ranker,SIRT2,BEDROC,0.7866468648552336, Dekois,LightGBM_Ranker,SIRT2,Enrichment factor 1%,23.25, Dekois,LightGBM_Ranker,SIRT2,Enrichment factor 5%,13.5625, Dekois,LightGBM_Ranker,SIRT2,RIE,11.593667841561727, Dekois,LightGBM_Ranker,SIRT2,AUPRC,0.6841978184898866, 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,0.9149372586872587, Dekois,RandomForest,SRC,BEDROC,0.6961606298359733, Dekois,RandomForest,SRC,Enrichment factor 1%,16.607142857142858, Dekois,RandomForest,SRC,Enrichment factor 5%,12.455357142857142, Dekois,RandomForest,SRC,RIE,9.167904467413374, Dekois,RandomForest,SRC,AUPRC,0.5919233224532764, 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,0.8578667953667954, Dekois,LogisticRegression,SRC,BEDROC,0.6781211209976672, Dekois,LogisticRegression,SRC,Enrichment factor 1%,16.607142857142858, Dekois,LogisticRegression,SRC,Enrichment factor 5%,12.455357142857142, Dekois,LogisticRegression,SRC,RIE,8.930337898187313, Dekois,LogisticRegression,SRC,AUPRC,0.5203208165362544, Dekois,LogisticRegression,SRC,accuracy,0.9516129032258065, Dekois,LogisticRegression,SRC,F1 score,0.0, Dekois,LogisticRegression,SRC,recall,0.0, Dekois,LogisticRegression,SRC,precision,0.0, Dekois,LogisticRegression,SRC,MCC,-0.01237197183339299, 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,0.8083976833976834, Dekois,LightGBM_Ranker,SRC,BEDROC,0.6753908020483653, Dekois,LightGBM_Ranker,SRC,Enrichment factor 1%,22.142857142857142, Dekois,LightGBM_Ranker,SRC,Enrichment factor 5%,11.071428571428571, Dekois,LightGBM_Ranker,SRC,RIE,8.894381680560079, Dekois,LightGBM_Ranker,SRC,AUPRC,0.5844972803602009, Dekois,LightGBM_Ranker,SRC,accuracy,0.5193548387096775, Dekois,LightGBM_Ranker,SRC,F1 score,0.11834319526627218, Dekois,LightGBM_Ranker,SRC,recall,0.7142857142857143, Dekois,LightGBM_Ranker,SRC,precision,0.06451612903225806, Dekois,LightGBM_Ranker,SRC,MCC,0.09320546490018, Dekois,RandomForest,Thrombin,AUROC,0.8594798657718121, Dekois,RandomForest,Thrombin,BEDROC,0.7907366464536378, Dekois,RandomForest,Thrombin,Enrichment factor 1%,25.833333333333332, Dekois,RandomForest,Thrombin,Enrichment factor 5%,14.53125, Dekois,RandomForest,Thrombin,RIE,11.008807315721855, Dekois,RandomForest,Thrombin,AUPRC,0.7168114620927436, 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,0.9205816554809844, Dekois,LogisticRegression,Thrombin,BEDROC,0.7659060622252274, Dekois,LogisticRegression,Thrombin,Enrichment factor 1%,25.833333333333332, Dekois,LogisticRegression,Thrombin,Enrichment factor 5%,12.916666666666666, Dekois,LogisticRegression,Thrombin,RIE,10.663110531605469, Dekois,LogisticRegression,Thrombin,AUPRC,0.693081156929227, Dekois,LogisticRegression,Thrombin,accuracy,0.9709677419354839, Dekois,LogisticRegression,Thrombin,F1 score,0.4, Dekois,LogisticRegression,Thrombin,recall,0.25, Dekois,LogisticRegression,Thrombin,precision,1.0, Dekois,LogisticRegression,Thrombin,MCC,0.49261649360530646, 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,0.8901006711409396, Dekois,LightGBM_Ranker,Thrombin,BEDROC,0.7377549465448048, Dekois,LightGBM_Ranker,Thrombin,Enrichment factor 1%,25.833333333333332, Dekois,LightGBM_Ranker,Thrombin,Enrichment factor 5%,11.302083333333334, Dekois,LightGBM_Ranker,Thrombin,RIE,10.271184587757732, Dekois,LightGBM_Ranker,Thrombin,AUPRC,0.6608944139881988, 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,0.9917237442922374, Dekois,RandomForest,TIE2,BEDROC,0.9267461089344101, Dekois,RandomForest,TIE2,Enrichment factor 1%,17.22222222222222, Dekois,RandomForest,TIE2,Enrichment factor 5%,12.916666666666666, Dekois,RandomForest,TIE2,RIE,10.963643205142931, Dekois,RandomForest,TIE2,AUPRC,0.899157272642202, Dekois,RandomForest,TIE2,accuracy,0.9419354838709677, Dekois,RandomForest,TIE2,F1 score,0.0, Dekois,RandomForest,TIE2,recall,0.0, Dekois,RandomForest,TIE2,precision,0.0, Dekois,RandomForest,TIE2,MCC,0.0, Dekois,LogisticRegression,TIE2,AUROC,0.985730593607306, Dekois,LogisticRegression,TIE2,BEDROC,0.9158345020719227, Dekois,LogisticRegression,TIE2,Enrichment factor 1%,17.22222222222222, Dekois,LogisticRegression,TIE2,Enrichment factor 5%,15.069444444444445, Dekois,LogisticRegression,TIE2,RIE,10.834556109516688, Dekois,LogisticRegression,TIE2,AUPRC,0.8882789535567315, Dekois,LogisticRegression,TIE2,accuracy,0.9806451612903225, Dekois,LogisticRegression,TIE2,F1 score,0.8, Dekois,LogisticRegression,TIE2,recall,0.6666666666666666, Dekois,LogisticRegression,TIE2,precision,1.0, Dekois,LogisticRegression,TIE2,MCC,0.8082350201981602, 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,0.9769786910197868, Dekois,LightGBM_Ranker,TIE2,BEDROC,0.8837257738363369, Dekois,LightGBM_Ranker,TIE2,Enrichment factor 1%,17.22222222222222, Dekois,LightGBM_Ranker,TIE2,Enrichment factor 5%,13.993055555555555, Dekois,LightGBM_Ranker,TIE2,RIE,10.45470165504276, Dekois,LightGBM_Ranker,TIE2,AUPRC,0.8439331907020116, 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,0.994028230184582, Dekois,RandomForest,TK,BEDROC,0.9139542204621078, Dekois,RandomForest,TK,Enrichment factor 1%,51.666666666666664, Dekois,RandomForest,TK,Enrichment factor 5%,19.375, Dekois,RandomForest,TK,RIE,16.61895104824509, Dekois,RandomForest,TK,AUPRC,0.7777777777777777, 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,0.98914223669924, Dekois,LogisticRegression,TK,BEDROC,0.8417456201195143, Dekois,LogisticRegression,TK,Enrichment factor 1%,51.666666666666664, Dekois,LogisticRegression,TK,Enrichment factor 5%,19.375, Dekois,LogisticRegression,TK,RIE,15.30594087311306, Dekois,LogisticRegression,TK,AUPRC,0.6388888888888888, Dekois,LogisticRegression,TK,accuracy,0.9903225806451613, Dekois,LogisticRegression,TK,F1 score,0.5714285714285714, Dekois,LogisticRegression,TK,recall,0.6666666666666666, Dekois,LogisticRegression,TK,precision,0.5, Dekois,LogisticRegression,TK,MCC,0.5726418119886068, 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,0.8501628664495113, Dekois,LightGBM_Ranker,TK,BEDROC,0.6879685630478074, Dekois,LightGBM_Ranker,TK,Enrichment factor 1%,51.666666666666664, Dekois,LightGBM_Ranker,TK,Enrichment factor 5%,12.916666666666666, Dekois,LightGBM_Ranker,TK,RIE,12.509724914362375, Dekois,LightGBM_Ranker,TK,AUPRC,0.6737588652482269, 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,0.999344262295082, Dekois,LogisticRegression,TPA,BEDROC,0.9890624495529596, Dekois,LogisticRegression,TPA,Enrichment factor 1%,62.0, Dekois,LogisticRegression,TPA,Enrichment factor 5%,19.375, Dekois,LogisticRegression,TPA,RIE,16.907818627831183, Dekois,LogisticRegression,TPA,AUPRC,0.9666666666666666, Dekois,LogisticRegression,TPA,accuracy,0.9967741935483871, Dekois,LogisticRegression,TPA,F1 score,0.8888888888888888, Dekois,LogisticRegression,TPA,recall,0.8, Dekois,LogisticRegression,TPA,precision,1.0, Dekois,LogisticRegression,TPA,MCC,0.892964512685153, 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,0.999344262295082, Dekois,LightGBM_Ranker,TPA,BEDROC,0.9890624495529596, Dekois,LightGBM_Ranker,TPA,Enrichment factor 1%,62.0, Dekois,LightGBM_Ranker,TPA,Enrichment factor 5%,19.375, Dekois,LightGBM_Ranker,TPA,RIE,16.907818627831183, Dekois,LightGBM_Ranker,TPA,AUPRC,0.9666666666666666, 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,0.9542942176870748, Dekois,RandomForest,VEGFR1,BEDROC,0.7671796516940255, Dekois,RandomForest,VEGFR1,Enrichment factor 1%,19.375, Dekois,RandomForest,VEGFR1,Enrichment factor 5%,10.8984375, Dekois,RandomForest,VEGFR1,RIE,9.569485674375427, Dekois,RandomForest,VEGFR1,AUPRC,0.6820137675646043, 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,0.960671768707483, Dekois,LogisticRegression,VEGFR1,BEDROC,0.7462256049811042, Dekois,LogisticRegression,VEGFR1,Enrichment factor 1%,14.53125, Dekois,LogisticRegression,VEGFR1,Enrichment factor 5%,10.8984375, Dekois,LogisticRegression,VEGFR1,RIE,9.308113454864264, Dekois,LogisticRegression,VEGFR1,AUPRC,0.6452694349097381, Dekois,LogisticRegression,VEGFR1,accuracy,0.964516129032258, Dekois,LogisticRegression,VEGFR1,F1 score,0.56, Dekois,LogisticRegression,VEGFR1,recall,0.4375, Dekois,LogisticRegression,VEGFR1,precision,0.7777777777777778, Dekois,LogisticRegression,VEGFR1,MCC,0.5675462807194843, 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,0.9474914965986394, Dekois,LightGBM_Ranker,VEGFR1,BEDROC,0.5881805344483118, Dekois,LightGBM_Ranker,VEGFR1,Enrichment factor 1%,14.53125, Dekois,LightGBM_Ranker,VEGFR1,Enrichment factor 5%,8.4765625, Dekois,LightGBM_Ranker,VEGFR1,RIE,7.336723802359504, Dekois,LightGBM_Ranker,VEGFR1,AUPRC,0.4868325940992278, 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,0.9587432242521582, Dekois,RandomForest,VEGFR2,BEDROC,0.8545575560210608, Dekois,RandomForest,VEGFR2,Enrichment factor 1%,18.235294117647058, Dekois,RandomForest,VEGFR2,Enrichment factor 5%,13.676470588235293, Dekois,RandomForest,VEGFR2,RIE,10.379182423268787, Dekois,RandomForest,VEGFR2,AUPRC,0.7948793621207415, 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,0.9526199558321622, Dekois,LogisticRegression,VEGFR2,BEDROC,0.8205597918541638, Dekois,LogisticRegression,VEGFR2,Enrichment factor 1%,18.235294117647058, Dekois,LogisticRegression,VEGFR2,Enrichment factor 5%,12.536764705882353, Dekois,LogisticRegression,VEGFR2,RIE,9.966256469672544, Dekois,LogisticRegression,VEGFR2,AUPRC,0.7524445410348047, Dekois,LogisticRegression,VEGFR2,accuracy,0.9612903225806452, Dekois,LogisticRegression,VEGFR2,F1 score,0.45454545454545453, Dekois,LogisticRegression,VEGFR2,recall,0.29411764705882354, Dekois,LogisticRegression,VEGFR2,precision,1.0, Dekois,LogisticRegression,VEGFR2,MCC,0.5315503788046142, 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,0.9606504717928127, Dekois,LightGBM_Ranker,VEGFR2,BEDROC,0.8228870265417195, Dekois,LightGBM_Ranker,VEGFR2,Enrichment factor 1%,18.235294117647058, Dekois,LightGBM_Ranker,VEGFR2,Enrichment factor 5%,12.536764705882353, Dekois,LightGBM_Ranker,VEGFR2,RIE,9.994522316740714, Dekois,LightGBM_Ranker,VEGFR2,AUPRC,0.7566112255399898, 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,0.9577786060380171, DUD-E,RandomForest,abl1,BEDROC,0.8990222067445488, DUD-E,RandomForest,abl1,Enrichment factor 1%,54.66, DUD-E,RandomForest,abl1,Enrichment factor 5%,17.156058394160585, DUD-E,RandomForest,abl1,RIE,15.057975435014907, DUD-E,RandomForest,abl1,AUPRC,0.8732962561164086, DUD-E,RandomForest,abl1,accuracy,0.9857299670691547, DUD-E,RandomForest,abl1,F1 score,0.36065573770491804, DUD-E,RandomForest,abl1,recall,0.22, DUD-E,RandomForest,abl1,precision,1.0, DUD-E,RandomForest,abl1,MCC,0.46566930965171655, DUD-E,LogisticRegression,abl1,AUROC,0.9607305255311218, DUD-E,LogisticRegression,abl1,BEDROC,0.8758232169672835, DUD-E,LogisticRegression,abl1,Enrichment factor 1%,50.755714285714284, DUD-E,LogisticRegression,abl1,Enrichment factor 5%,17.555036496350365, DUD-E,LogisticRegression,abl1,RIE,14.669409040983947, DUD-E,LogisticRegression,abl1,AUPRC,0.790911825264126, DUD-E,LogisticRegression,abl1,accuracy,0.9908525429930479, DUD-E,LogisticRegression,abl1,F1 score,0.7058823529411765, DUD-E,LogisticRegression,abl1,recall,0.6, DUD-E,LogisticRegression,abl1,precision,0.8571428571428571, DUD-E,LogisticRegression,abl1,MCC,0.7129196523851843, 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,0.8079836004472605, DUD-E,LightGBM_Ranker,abl1,BEDROC,0.42916492033421993, DUD-E,LightGBM_Ranker,abl1,Enrichment factor 1%,21.473571428571425, DUD-E,LightGBM_Ranker,abl1,Enrichment factor 5%,7.97956204379562, DUD-E,LightGBM_Ranker,abl1,RIE,7.188203809504284, DUD-E,LightGBM_Ranker,abl1,AUPRC,0.2795111143160997, DUD-E,LightGBM_Ranker,abl1,accuracy,0.5148188803512623, DUD-E,LightGBM_Ranker,abl1,F1 score,0.0635593220338983, DUD-E,LightGBM_Ranker,abl1,recall,0.9, DUD-E,LightGBM_Ranker,abl1,precision,0.03294289897510981, DUD-E,LightGBM_Ranker,abl1,MCC,0.10926052198321196, DUD-E,RandomForest,ampc,AUROC,0.8186205175139363, DUD-E,RandomForest,ampc,BEDROC,0.596859016598811, DUD-E,RandomForest,ampc,Enrichment factor 1%,31.941176470588236, DUD-E,RandomForest,ampc,Enrichment factor 5%,11.51033386327504, DUD-E,RandomForest,ampc,RIE,9.525986624114337, DUD-E,RandomForest,ampc,AUPRC,0.4859909932980162, 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,0.8335968050586572, DUD-E,LogisticRegression,ampc,BEDROC,0.520349395109196, DUD-E,LogisticRegression,ampc,Enrichment factor 1%,21.294117647058822, DUD-E,LogisticRegression,ampc,Enrichment factor 5%,10.359300476947535, DUD-E,LogisticRegression,ampc,RIE,8.304878109990032, DUD-E,LogisticRegression,ampc,AUPRC,0.35892137682245157, 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,0.7488143772360429, DUD-E,LightGBM_Ranker,ampc,BEDROC,0.4008261917915301, DUD-E,LightGBM_Ranker,ampc,Enrichment factor 1%,26.61764705882353, DUD-E,LightGBM_Ranker,ampc,Enrichment factor 5%,6.906200317965023, DUD-E,LightGBM_Ranker,ampc,RIE,6.397264422129576, DUD-E,LightGBM_Ranker,ampc,AUPRC,0.32148972417732014, DUD-E,LightGBM_Ranker,ampc,accuracy,0.5124309392265194, DUD-E,LightGBM_Ranker,ampc,F1 score,0.06860158311345646, DUD-E,LightGBM_Ranker,ampc,recall,0.7647058823529411, DUD-E,LightGBM_Ranker,ampc,precision,0.03591160220994475, DUD-E,LightGBM_Ranker,ampc,MCC,0.08209341870774042, DUD-E,RandomForest,aofb,AUROC,0.9285131195335277, DUD-E,RandomForest,aofb,BEDROC,0.7934882780499763, DUD-E,RandomForest,aofb,Enrichment factor 1%,43.875, DUD-E,RandomForest,aofb,Enrichment factor 5%,14.957386363636363, DUD-E,RandomForest,aofb,RIE,12.74499356101395, DUD-E,RandomForest,aofb,AUPRC,0.7268529690032391, DUD-E,RandomForest,aofb,accuracy,0.9811965811965812, DUD-E,RandomForest,aofb,F1 score,0.2978723404255319, DUD-E,RandomForest,aofb,recall,0.175, DUD-E,RandomForest,aofb,precision,1.0, DUD-E,RandomForest,aofb,MCC,0.41436243103868975, DUD-E,LogisticRegression,aofb,AUROC,0.9582944606413994, DUD-E,LogisticRegression,aofb,BEDROC,0.7849503010145493, DUD-E,LogisticRegression,aofb,Enrichment factor 1%,39.0, DUD-E,LogisticRegression,aofb,Enrichment factor 5%,15.45596590909091, DUD-E,LogisticRegression,aofb,RIE,12.607856737566317, DUD-E,LogisticRegression,aofb,AUPRC,0.671814471827926, DUD-E,LogisticRegression,aofb,accuracy,0.9851851851851852, DUD-E,LogisticRegression,aofb,F1 score,0.5517241379310345, DUD-E,LogisticRegression,aofb,recall,0.4, DUD-E,LogisticRegression,aofb,precision,0.8888888888888888, DUD-E,LogisticRegression,aofb,MCC,0.5907692385158811, 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,0.793731778425656, DUD-E,LightGBM_Ranker,aofb,BEDROC,0.34346086573093, DUD-E,LightGBM_Ranker,aofb,Enrichment factor 1%,9.75, DUD-E,LightGBM_Ranker,aofb,Enrichment factor 5%,5.982954545454545, DUD-E,LightGBM_Ranker,aofb,RIE,5.516661892550301, DUD-E,LightGBM_Ranker,aofb,AUPRC,0.19391356144135255, 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,0.9135980152994239, DUD-E,RandomForest,cp3a4,BEDROC,0.7651675986190756, DUD-E,RandomForest,cp3a4,Enrichment factor 1%,36.04819277108434, DUD-E,RandomForest,cp3a4,Enrichment factor 5%,13.93863453815261, DUD-E,RandomForest,cp3a4,RIE,11.745362169174266, DUD-E,RandomForest,cp3a4,AUPRC,0.6862131916357105, DUD-E,RandomForest,cp3a4,accuracy,0.9759358288770054, DUD-E,RandomForest,cp3a4,F1 score,0.23404255319148937, DUD-E,RandomForest,cp3a4,recall,0.13253012048192772, DUD-E,RandomForest,cp3a4,precision,1.0, DUD-E,RandomForest,cp3a4,MCC,0.3596235874029224, DUD-E,LogisticRegression,cp3a4,AUROC,0.9302207109634826, DUD-E,LogisticRegression,cp3a4,BEDROC,0.6936724456093922, DUD-E,LogisticRegression,cp3a4,Enrichment factor 1%,28.83855421686747, DUD-E,LogisticRegression,cp3a4,Enrichment factor 5%,13.217670682730922, DUD-E,LogisticRegression,cp3a4,RIE,10.647907882015229, DUD-E,LogisticRegression,cp3a4,AUPRC,0.5460130543434407, DUD-E,LogisticRegression,cp3a4,accuracy,0.9756016042780749, DUD-E,LogisticRegression,cp3a4,F1 score,0.24742268041237114, DUD-E,LogisticRegression,cp3a4,recall,0.14457831325301204, DUD-E,LogisticRegression,cp3a4,precision,0.8571428571428571, DUD-E,LogisticRegression,cp3a4,MCC,0.34627213493504344, 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,0.7285801852994653, DUD-E,LightGBM_Ranker,cp3a4,BEDROC,0.31970670508412413, DUD-E,LightGBM_Ranker,cp3a4,Enrichment factor 1%,15.620883534136546, DUD-E,LightGBM_Ranker,cp3a4,Enrichment factor 5%,5.046746987951807, DUD-E,LightGBM_Ranker,cp3a4,RIE,4.907514471926674, DUD-E,LightGBM_Ranker,cp3a4,AUPRC,0.21305789165823547, DUD-E,LightGBM_Ranker,cp3a4,accuracy,0.5170454545454546, DUD-E,LightGBM_Ranker,cp3a4,F1 score,0.08486383787207093, DUD-E,LightGBM_Ranker,cp3a4,recall,0.8072289156626506, DUD-E,LightGBM_Ranker,cp3a4,precision,0.04478609625668449, DUD-E,LightGBM_Ranker,cp3a4,MCC,0.10379089795172183, DUD-E,RandomForest,csf1r,AUROC,0.9931093746235453, DUD-E,RandomForest,csf1r,BEDROC,0.9504695630044042, DUD-E,RandomForest,csf1r,Enrichment factor 1%,70.22974036191975, DUD-E,RandomForest,csf1r,Enrichment factor 5%,19.012036743744062, DUD-E,RandomForest,csf1r,RIE,16.6879216002719, DUD-E,RandomForest,csf1r,AUPRC,0.9118420605012321, 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,0.9806693061991535, DUD-E,LogisticRegression,csf1r,BEDROC,0.9035136922008361, DUD-E,LogisticRegression,csf1r,Enrichment factor 1%,65.38630999213218, DUD-E,LogisticRegression,csf1r,Enrichment factor 5%,18.5245486221096, DUD-E,LogisticRegression,csf1r,RIE,15.863491319782423, DUD-E,LogisticRegression,csf1r,AUPRC,0.8077374503872728, DUD-E,LogisticRegression,csf1r,accuracy,0.9925276153346329, DUD-E,LogisticRegression,csf1r,F1 score,0.6349206349206349, DUD-E,LogisticRegression,csf1r,recall,0.4878048780487805, DUD-E,LogisticRegression,csf1r,precision,0.9090909090909091, DUD-E,LogisticRegression,csf1r,MCC,0.662957590003484, 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,0.9264598408249476, DUD-E,LightGBM_Ranker,csf1r,BEDROC,0.7355168016516144, DUD-E,LightGBM_Ranker,csf1r,Enrichment factor 1%,50.85601888276947, DUD-E,LightGBM_Ranker,csf1r,Enrichment factor 5%,15.112131770668356, DUD-E,LightGBM_Ranker,csf1r,RIE,12.913876687434248, DUD-E,LightGBM_Ranker,csf1r,AUPRC,0.5749973840785605, DUD-E,LightGBM_Ranker,csf1r,accuracy,0.5126705653021443, DUD-E,LightGBM_Ranker,csf1r,F1 score,0.05063291139240506, DUD-E,LightGBM_Ranker,csf1r,recall,0.975609756097561, DUD-E,LightGBM_Ranker,csf1r,precision,0.02599090318388564, DUD-E,LightGBM_Ranker,csf1r,MCC,0.1105223937986675, DUD-E,RandomForest,fabp4,AUROC,0.8319645732689209, DUD-E,RandomForest,fabp4,BEDROC,0.6950553083520867, DUD-E,RandomForest,fabp4,Enrichment factor 1%,66.57142857142857, DUD-E,RandomForest,fabp4,Enrichment factor 5%,13.314285714285713, DUD-E,RandomForest,fabp4,RIE,12.255496389266785, DUD-E,RandomForest,fabp4,AUPRC,0.6738129234742312, 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,0.941062801932367, DUD-E,LogisticRegression,fabp4,BEDROC,0.7638202368232131, DUD-E,LogisticRegression,fabp4,Enrichment factor 1%,66.57142857142857, DUD-E,LogisticRegression,fabp4,Enrichment factor 5%,15.533333333333335, DUD-E,LogisticRegression,fabp4,RIE,13.46798742303936, DUD-E,LogisticRegression,fabp4,AUPRC,0.7086235773286134, 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,0.8753623188405797, DUD-E,LightGBM_Ranker,fabp4,BEDROC,0.590468050029768, DUD-E,LightGBM_Ranker,fabp4,Enrichment factor 1%,44.38095238095238, DUD-E,LightGBM_Ranker,fabp4,Enrichment factor 5%,11.095238095238095, DUD-E,LightGBM_Ranker,fabp4,RIE,10.411371545656799, DUD-E,LightGBM_Ranker,fabp4,AUPRC,0.49900639479388065, 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,0.918148148148148, DUD-E,RandomForest,fak1,BEDROC,0.7209711811651536, DUD-E,RandomForest,fak1,Enrichment factor 1%,48.64285714285714, DUD-E,RandomForest,fak1,Enrichment factor 5%,14.804347826086955, DUD-E,RandomForest,fak1,RIE,13.220436761353241, DUD-E,RandomForest,fak1,AUPRC,0.5768649665292789, 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,0.9338271604938271, DUD-E,LogisticRegression,fak1,BEDROC,0.7190937198442984, DUD-E,LogisticRegression,fak1,Enrichment factor 1%,64.85714285714286, DUD-E,LogisticRegression,fak1,Enrichment factor 5%,13.159420289855072, DUD-E,LogisticRegression,fak1,RIE,13.186009783926062, DUD-E,LogisticRegression,fak1,AUPRC,0.5999169239126565, 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,0.6838271604938272, DUD-E,LightGBM_Ranker,fak1,BEDROC,0.42512537628031155, DUD-E,LightGBM_Ranker,fak1,Enrichment factor 1%,32.42857142857143, DUD-E,LightGBM_Ranker,fak1,Enrichment factor 5%,8.22463768115942, DUD-E,LightGBM_Ranker,fak1,RIE,7.79551709267153, DUD-E,LightGBM_Ranker,fak1,AUPRC,0.3386372887363708, DUD-E,LightGBM_Ranker,fak1,accuracy,0.5014684287812041, DUD-E,LightGBM_Ranker,fak1,F1 score,0.020202020202020204, DUD-E,LightGBM_Ranker,fak1,recall,0.5833333333333334, DUD-E,LightGBM_Ranker,fak1,precision,0.010279001468428781, DUD-E,LightGBM_Ranker,fak1,MCC,0.015713484026367724, DUD-E,RandomForest,gria2,AUROC,0.9998175698479445, DUD-E,RandomForest,gria2,BEDROC,0.9971808407860749, DUD-E,RandomForest,gria2,Enrichment factor 1%,81.08108108108108, DUD-E,RandomForest,gria2,Enrichment factor 5%,20.0, DUD-E,RandomForest,gria2,RIE,17.674266343146453, DUD-E,RandomForest,gria2,AUPRC,0.9863056165876549, 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,0.9957858634875172, DUD-E,LogisticRegression,gria2,BEDROC,0.9658980613396208, DUD-E,LogisticRegression,gria2,Enrichment factor 1%,81.08108108108108, DUD-E,LogisticRegression,gria2,Enrichment factor 5%,19.45945945945946, DUD-E,LogisticRegression,gria2,RIE,17.119803048412326, DUD-E,LogisticRegression,gria2,AUPRC,0.9465439740113694, DUD-E,LogisticRegression,gria2,accuracy,0.9966666666666667, DUD-E,LogisticRegression,gria2,F1 score,0.84375, DUD-E,LogisticRegression,gria2,recall,0.7297297297297297, DUD-E,LogisticRegression,gria2,precision,1.0, DUD-E,LogisticRegression,gria2,MCC,0.8528043190492359, 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,0.9250759365507932, DUD-E,LightGBM_Ranker,gria2,BEDROC,0.7667402381705845, DUD-E,LightGBM_Ranker,gria2,Enrichment factor 1%,59.45945945945946, DUD-E,LightGBM_Ranker,gria2,Enrichment factor 5%,14.594594594594595, DUD-E,LightGBM_Ranker,gria2,RIE,13.589883240762468, DUD-E,LightGBM_Ranker,gria2,AUPRC,0.6744171583863428, 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,0.9667990373044525, DUD-E,RandomForest,hivint,BEDROC,0.9394110213811911, DUD-E,RandomForest,hivint,Enrichment factor 1%,67.48, DUD-E,RandomForest,hivint,Enrichment factor 5%,19.053176470588234, DUD-E,RandomForest,hivint,RIE,16.25979534785672, DUD-E,RandomForest,hivint,AUPRC,0.8954564621512322, DUD-E,RandomForest,hivint,accuracy,0.991701244813278, DUD-E,RandomForest,hivint,F1 score,0.6111111111111112, DUD-E,RandomForest,hivint,recall,0.44, DUD-E,RandomForest,hivint,precision,1.0, DUD-E,RandomForest,hivint,MCC,0.6605486979314259, DUD-E,LogisticRegression,hivint,AUROC,0.975884476534296, DUD-E,LogisticRegression,hivint,BEDROC,0.9396707229973601, DUD-E,LogisticRegression,hivint,Enrichment factor 1%,63.510588235294115, DUD-E,LogisticRegression,hivint,Enrichment factor 5%,19.053176470588234, DUD-E,LogisticRegression,hivint,RIE,16.264290393179635, DUD-E,LogisticRegression,hivint,AUPRC,0.8994601855374484, DUD-E,LogisticRegression,hivint,accuracy,0.993479549496147, DUD-E,LogisticRegression,hivint,F1 score,0.717948717948718, DUD-E,LogisticRegression,hivint,recall,0.56, DUD-E,LogisticRegression,hivint,precision,1.0, DUD-E,LogisticRegression,hivint,MCC,0.7458672748095329, 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,0.7647894103489772, DUD-E,LightGBM_Ranker,hivint,BEDROC,0.28982330579059024, DUD-E,LightGBM_Ranker,hivint,Enrichment factor 1%,15.877647058823529, DUD-E,LightGBM_Ranker,hivint,Enrichment factor 5%,6.351058823529412, DUD-E,LightGBM_Ranker,hivint,RIE,5.016406624051391, DUD-E,LightGBM_Ranker,hivint,AUPRC,0.2003038706590898, DUD-E,LightGBM_Ranker,hivint,accuracy,0.5127445168938944, DUD-E,LightGBM_Ranker,hivint,F1 score,0.052995391705069124, DUD-E,LightGBM_Ranker,hivint,recall,0.92, DUD-E,LightGBM_Ranker,hivint,precision,0.027283511269276393, DUD-E,LightGBM_Ranker,hivint,MCC,0.1030956213140032, DUD-E,RandomForest,jak2,AUROC,0.9690065681444991, DUD-E,RandomForest,jak2,BEDROC,0.8478560049218641, DUD-E,RandomForest,jak2,Enrichment factor 1%,61.148148148148145, DUD-E,RandomForest,jak2,Enrichment factor 5%,16.944667559125392, DUD-E,RandomForest,jak2,RIE,14.463149507199669, DUD-E,RandomForest,jak2,AUPRC,0.7932948658312231, DUD-E,RandomForest,jak2,accuracy,0.9884918231374924, DUD-E,RandomForest,jak2,F1 score,0.45714285714285713, DUD-E,RandomForest,jak2,recall,0.2962962962962963, DUD-E,RandomForest,jak2,precision,1.0, DUD-E,RandomForest,jak2,MCC,0.5411745219133086, DUD-E,LogisticRegression,jak2,AUROC,0.9609104178069695, DUD-E,LogisticRegression,jak2,BEDROC,0.8575969428631759, DUD-E,LogisticRegression,jak2,Enrichment factor 1%,61.148148148148145, DUD-E,LogisticRegression,jak2,Enrichment factor 5%,16.944667559125392, DUD-E,LogisticRegression,jak2,RIE,14.629315271778436, DUD-E,LogisticRegression,jak2,AUPRC,0.802887549460999, DUD-E,LogisticRegression,jak2,accuracy,0.9945487583282859, DUD-E,LogisticRegression,jak2,F1 score,0.8, DUD-E,LogisticRegression,jak2,recall,0.6666666666666666, DUD-E,LogisticRegression,jak2,precision,1.0, DUD-E,LogisticRegression,jak2,MCC,0.8142434816676476, 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,0.8015188834154352, DUD-E,LightGBM_Ranker,jak2,BEDROC,0.5285038304670383, DUD-E,LightGBM_Ranker,jak2,Enrichment factor 1%,28.775599128540307, DUD-E,LightGBM_Ranker,jak2,Enrichment factor 5%,10.314145470771976, DUD-E,LightGBM_Ranker,jak2,RIE,9.015481268484674, DUD-E,LightGBM_Ranker,jak2,AUPRC,0.31549596224796755, DUD-E,LightGBM_Ranker,jak2,accuracy,0.5093882495457298, DUD-E,LightGBM_Ranker,jak2,F1 score,0.04929577464788732, DUD-E,LightGBM_Ranker,jak2,recall,0.7777777777777778, DUD-E,LightGBM_Ranker,jak2,precision,0.025454545454545455, DUD-E,LightGBM_Ranker,jak2,MCC,0.07171164337570905, DUD-E,RandomForest,kit,AUROC,0.9457264957264957, DUD-E,RandomForest,kit,BEDROC,0.8471067665248727, DUD-E,RandomForest,kit,Enrichment factor 1%,49.148148148148145, DUD-E,RandomForest,kit,Enrichment factor 5%,16.259537733221944, DUD-E,RandomForest,kit,RIE,13.918620409185207, DUD-E,RandomForest,kit,AUPRC,0.793470258927397, DUD-E,RandomForest,kit,accuracy,0.9853051996985682, DUD-E,RandomForest,kit,F1 score,0.43478260869565216, DUD-E,RandomForest,kit,recall,0.2777777777777778, DUD-E,RandomForest,kit,precision,1.0, DUD-E,RandomForest,kit,MCC,0.5231373504786204, DUD-E,LogisticRegression,kit,AUROC,0.9529914529914529, DUD-E,LogisticRegression,kit,BEDROC,0.8613989324829231, DUD-E,LogisticRegression,kit,Enrichment factor 1%,49.148148148148145, DUD-E,LogisticRegression,kit,Enrichment factor 5%,16.259537733221944, DUD-E,LogisticRegression,kit,RIE,14.153451766847652, DUD-E,LogisticRegression,kit,AUPRC,0.8207921301344004, DUD-E,LogisticRegression,kit,accuracy,0.9909570459683497, DUD-E,LogisticRegression,kit,F1 score,0.7142857142857143, DUD-E,LogisticRegression,kit,recall,0.5555555555555556, DUD-E,LogisticRegression,kit,precision,1.0, DUD-E,LogisticRegression,kit,MCC,0.7419395222944707, 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,0.8494658119658118, DUD-E,LightGBM_Ranker,kit,BEDROC,0.5605749524121869, DUD-E,LightGBM_Ranker,kit,Enrichment factor 1%,36.40603566529492, DUD-E,LightGBM_Ranker,kit,Enrichment factor 5%,10.346978557504872, DUD-E,LightGBM_Ranker,kit,RIE,9.210680750559508, DUD-E,LightGBM_Ranker,kit,AUPRC,0.4690102624688811, DUD-E,LightGBM_Ranker,kit,accuracy,0.5162019593067069, DUD-E,LightGBM_Ranker,kit,F1 score,0.06956521739130435, DUD-E,LightGBM_Ranker,kit,recall,0.8888888888888888, DUD-E,LightGBM_Ranker,kit,precision,0.03619909502262444, DUD-E,LightGBM_Ranker,kit,MCC,0.1121983418863311, DUD-E,RandomForest,kpcb,AUROC,0.8969276598744977, DUD-E,RandomForest,kpcb,BEDROC,0.7669558195169225, DUD-E,RandomForest,kpcb,Enrichment factor 1%,66.46153846153847, DUD-E,RandomForest,kpcb,Enrichment factor 5%,14.536382536382536, DUD-E,RandomForest,kpcb,RIE,13.666703744477434, DUD-E,RandomForest,kpcb,AUPRC,0.7242740923195897, DUD-E,RandomForest,kpcb,accuracy,0.9927536231884058, DUD-E,RandomForest,kpcb,F1 score,0.5555555555555556, DUD-E,RandomForest,kpcb,recall,0.38461538461538464, DUD-E,RandomForest,kpcb,precision,1.0, DUD-E,RandomForest,kpcb,MCC,0.6179123211206479, DUD-E,LogisticRegression,kpcb,AUROC,0.9328597616865262, DUD-E,LogisticRegression,kpcb,BEDROC,0.8030892680528641, DUD-E,LogisticRegression,kpcb,Enrichment factor 1%,62.76923076923077, DUD-E,LogisticRegression,kpcb,Enrichment factor 5%,16.06652806652807, DUD-E,LogisticRegression,kpcb,RIE,14.310580643460387, DUD-E,LogisticRegression,kpcb,AUPRC,0.7030033689157734, DUD-E,LogisticRegression,kpcb,accuracy,0.9936594202898551, DUD-E,LogisticRegression,kpcb,F1 score,0.6818181818181818, DUD-E,LogisticRegression,kpcb,recall,0.5769230769230769, DUD-E,LogisticRegression,kpcb,precision,0.8333333333333334, DUD-E,LogisticRegression,kpcb,MCC,0.6904582620165385, 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,0.6824543467531552, DUD-E,LightGBM_Ranker,kpcb,BEDROC,0.455087281341631, DUD-E,LightGBM_Ranker,kpcb,Enrichment factor 1%,29.53846153846154, DUD-E,LightGBM_Ranker,kpcb,Enrichment factor 5%,9.180873180873181, DUD-E,LightGBM_Ranker,kpcb,RIE,8.109388974177692, DUD-E,LightGBM_Ranker,kpcb,AUPRC,0.29485593866491777, DUD-E,LightGBM_Ranker,kpcb,accuracy,0.5036231884057971, DUD-E,LightGBM_Ranker,kpcb,F1 score,0.03008849557522124, DUD-E,LightGBM_Ranker,kpcb,recall,0.6538461538461539, DUD-E,LightGBM_Ranker,kpcb,precision,0.015398550724637682, DUD-E,LightGBM_Ranker,kpcb,MCC,0.033587365465978666, DUD-E,RandomForest,lck,AUROC,0.9656140290641283, DUD-E,RandomForest,lck,BEDROC,0.8921395358813416, DUD-E,RandomForest,lck,Enrichment factor 1%,68.18627450980392, DUD-E,RandomForest,lck,Enrichment factor 5%,17.438443768311924, DUD-E,RandomForest,lck,RIE,15.46415270119389, DUD-E,RandomForest,lck,AUPRC,0.8625960727399535, 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,0.9685009856853876, DUD-E,LogisticRegression,lck,BEDROC,0.893913505238522, DUD-E,LogisticRegression,lck,Enrichment factor 1%,65.2640056022409, DUD-E,LogisticRegression,lck,Enrichment factor 5%,17.830318909172863, DUD-E,LogisticRegression,lck,RIE,15.494902300150505, DUD-E,LogisticRegression,lck,AUPRC,0.8356814302459291, DUD-E,LogisticRegression,lck,accuracy,0.9942487419122933, DUD-E,LogisticRegression,lck,F1 score,0.7647058823529411, DUD-E,LogisticRegression,lck,recall,0.6372549019607843, DUD-E,LogisticRegression,lck,precision,0.9558823529411765, DUD-E,LogisticRegression,lck,MCC,0.7780109262567119, 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,0.9077947828774002, DUD-E,LightGBM_Ranker,lck,BEDROC,0.7082790876277435, DUD-E,LightGBM_Ranker,lck,Enrichment factor 1%,52.60084033613446, DUD-E,LightGBM_Ranker,lck,Enrichment factor 5%,13.519692359702502, DUD-E,LightGBM_Ranker,lck,RIE,12.277155685209415, DUD-E,LightGBM_Ranker,lck,AUPRC,0.6215059744592661, DUD-E,LightGBM_Ranker,lck,accuracy,0.512724658519051, DUD-E,LightGBM_Ranker,lck,F1 score,0.05308745459625594, DUD-E,LightGBM_Ranker,lck,recall,0.9313725490196079, DUD-E,LightGBM_Ranker,lck,precision,0.0273224043715847, DUD-E,LightGBM_Ranker,lck,MCC,0.10527241755196379, DUD-E,RandomForest,mk01,AUROC,0.9183178534571723, DUD-E,RandomForest,mk01,BEDROC,0.8021869684521535, DUD-E,RandomForest,mk01,Enrichment factor 1%,62.38725490196078, DUD-E,RandomForest,mk01,Enrichment factor 5%,15.254563894523328, DUD-E,RandomForest,mk01,RIE,13.90130269828958, DUD-E,RandomForest,mk01,AUPRC,0.7412661463528936, 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,0.9240454076367388, DUD-E,LogisticRegression,mk01,BEDROC,0.7708655894024418, DUD-E,LogisticRegression,mk01,Enrichment factor 1%,51.044117647058826, DUD-E,LogisticRegression,mk01,Enrichment factor 5%,15.254563894523328, DUD-E,LogisticRegression,mk01,RIE,13.358526529241193, DUD-E,LogisticRegression,mk01,AUPRC,0.6802599822842066, DUD-E,LogisticRegression,mk01,accuracy,0.9904926534140017, DUD-E,LogisticRegression,mk01,F1 score,0.56, DUD-E,LogisticRegression,mk01,recall,0.4117647058823529, DUD-E,LogisticRegression,mk01,precision,0.875, DUD-E,LogisticRegression,mk01,MCC,0.5966158976164783, 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,0.5746130030959752, DUD-E,LightGBM_Ranker,mk01,BEDROC,0.21458589362663158, DUD-E,LightGBM_Ranker,mk01,Enrichment factor 1%,11.343137254901961, DUD-E,LightGBM_Ranker,mk01,Enrichment factor 5%,4.693711967545639, DUD-E,LightGBM_Ranker,mk01,RIE,3.718613749111692, DUD-E,LightGBM_Ranker,mk01,AUPRC,0.14397677407071205, DUD-E,LightGBM_Ranker,mk01,accuracy,0.4995678478824546, DUD-E,LightGBM_Ranker,mk01,F1 score,0.02689075630252101, DUD-E,LightGBM_Ranker,mk01,recall,0.47058823529411764, DUD-E,LightGBM_Ranker,mk01,precision,0.01384083044982699, DUD-E,LightGBM_Ranker,mk01,MCC,-0.007077742663054233, DUD-E,RandomForest,mk10,AUROC,0.9394863899026764, DUD-E,RandomForest,mk10,BEDROC,0.7475395837771064, DUD-E,RandomForest,mk10,Enrichment factor 1%,52.375, DUD-E,RandomForest,mk10,Enrichment factor 5%,14.34077380952381, DUD-E,RandomForest,mk10,RIE,12.427377028437956, DUD-E,RandomForest,mk10,AUPRC,0.664581710438168, 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,0.9263610097323601, DUD-E,LogisticRegression,mk10,BEDROC,0.7927003720498039, DUD-E,LogisticRegression,mk10,Enrichment factor 1%,49.294117647058826, DUD-E,LogisticRegression,mk10,Enrichment factor 5%,15.587797619047619, DUD-E,LogisticRegression,mk10,RIE,13.178146824016542, DUD-E,LogisticRegression,mk10,AUPRC,0.703073223699868, DUD-E,LogisticRegression,mk10,accuracy,0.9898568019093079, DUD-E,LogisticRegression,mk10,F1 score,0.6382978723404256, DUD-E,LogisticRegression,mk10,recall,0.46875, DUD-E,LogisticRegression,mk10,precision,1.0, DUD-E,LogisticRegression,mk10,MCC,0.6811405422452745, 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,0.8228216240875912, DUD-E,LightGBM_Ranker,mk10,BEDROC,0.44749394652097535, DUD-E,LightGBM_Ranker,mk10,Enrichment factor 1%,24.647058823529413, DUD-E,LightGBM_Ranker,mk10,Enrichment factor 5%,7.482142857142857, DUD-E,LightGBM_Ranker,mk10,RIE,7.439306395418933, DUD-E,LightGBM_Ranker,mk10,AUPRC,0.3263503930556393, DUD-E,LightGBM_Ranker,mk10,accuracy,0.513126491646778, DUD-E,LightGBM_Ranker,mk10,F1 score,0.06206896551724138, DUD-E,LightGBM_Ranker,mk10,recall,0.84375, DUD-E,LightGBM_Ranker,mk10,precision,0.032219570405727926, DUD-E,LightGBM_Ranker,mk10,MCC,0.09591726463208393, DUD-E,RandomForest,mp2k1,AUROC,0.8959255631733595, DUD-E,RandomForest,mp2k1,BEDROC,0.7622947257402882, DUD-E,RandomForest,mp2k1,Enrichment factor 1%,66.93142857142857, DUD-E,RandomForest,mp2k1,Enrichment factor 5%,14.31, DUD-E,RandomForest,mp2k1,RIE,13.542039919263006, DUD-E,RandomForest,mp2k1,AUPRC,0.7192115388139673, 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,0.9535945151811949, DUD-E,LogisticRegression,mp2k1,BEDROC,0.7655725910391872, DUD-E,LogisticRegression,mp2k1,Enrichment factor 1%,59.05714285714285, DUD-E,LogisticRegression,mp2k1,Enrichment factor 5%,14.31, DUD-E,LogisticRegression,mp2k1,RIE,13.600270654798635, DUD-E,LogisticRegression,mp2k1,AUPRC,0.6690286789560647, DUD-E,LogisticRegression,mp2k1,accuracy,0.9917755200774069, DUD-E,LogisticRegression,mp2k1,F1 score,0.5142857142857142, DUD-E,LogisticRegression,mp2k1,recall,0.36, DUD-E,LogisticRegression,mp2k1,precision,0.9, DUD-E,LogisticRegression,mp2k1,MCC,0.5663593120451527, 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,0.6406856023506367, DUD-E,LightGBM_Ranker,mp2k1,BEDROC,0.37610605690280824, DUD-E,LightGBM_Ranker,mp2k1,Enrichment factor 1%,15.748571428571429, DUD-E,LightGBM_Ranker,mp2k1,Enrichment factor 5%,8.745, DUD-E,LightGBM_Ranker,mp2k1,RIE,6.68146201525756, DUD-E,LightGBM_Ranker,mp2k1,AUPRC,0.19290927155226456, 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,0.9427690953114682, DUD-E,RandomForest,pa2ga,BEDROC,0.8284159335863082, DUD-E,RandomForest,pa2ga,Enrichment factor 1%,66.93877551020408, DUD-E,RandomForest,pa2ga,Enrichment factor 5%,17.038961038961038, DUD-E,RandomForest,pa2ga,RIE,14.919693710074593, DUD-E,RandomForest,pa2ga,AUPRC,0.7540534499068627, 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,0.8115782522562184, DUD-E,LogisticRegression,pa2ga,BEDROC,0.7336861843292628, DUD-E,LogisticRegression,pa2ga,Enrichment factor 1%,66.93877551020408, DUD-E,LogisticRegression,pa2ga,Enrichment factor 5%,14.199134199134198, DUD-E,LogisticRegression,pa2ga,RIE,13.213619765219704, DUD-E,LogisticRegression,pa2ga,AUPRC,0.7069058234705846, DUD-E,LogisticRegression,pa2ga,accuracy,0.9946646341463414, DUD-E,LogisticRegression,pa2ga,F1 score,0.7407407407407407, DUD-E,LogisticRegression,pa2ga,recall,0.7142857142857143, DUD-E,LogisticRegression,pa2ga,precision,0.7692307692307693, DUD-E,LogisticRegression,pa2ga,MCC,0.7385663742735226, 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,0.761336121505613, DUD-E,LightGBM_Ranker,pa2ga,BEDROC,0.2993970344839977, 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,5.392112700171891, DUD-E,LightGBM_Ranker,pa2ga,AUPRC,0.23974554133653136, DUD-E,LightGBM_Ranker,pa2ga,accuracy,0.5060975609756098, DUD-E,LightGBM_Ranker,pa2ga,F1 score,0.03283582089552239, DUD-E,LightGBM_Ranker,pa2ga,recall,0.7857142857142857, DUD-E,LightGBM_Ranker,pa2ga,precision,0.01676829268292683, DUD-E,LightGBM_Ranker,pa2ga,MCC,0.059345613376108705, DUD-E,RandomForest,plk1,AUROC,0.9006563329143974, DUD-E,RandomForest,plk1,BEDROC,0.826105674627865, DUD-E,RandomForest,plk1,Enrichment factor 1%,68.4920634920635, DUD-E,RandomForest,plk1,Enrichment factor 5%,17.004926108374384, DUD-E,RandomForest,plk1,RIE,14.665489661357823, DUD-E,RandomForest,plk1,AUPRC,0.7602859198789647, 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,0.8923055439184471, DUD-E,LogisticRegression,plk1,BEDROC,0.724923033776001, DUD-E,LogisticRegression,plk1,Enrichment factor 1%,63.925925925925924, DUD-E,LogisticRegression,plk1,Enrichment factor 5%,13.226053639846745, DUD-E,LogisticRegression,plk1,RIE,12.86923887386868, DUD-E,LogisticRegression,plk1,AUPRC,0.6436560299097903, DUD-E,LogisticRegression,plk1,accuracy,0.9947856315179606, DUD-E,LogisticRegression,plk1,F1 score,0.7428571428571429, DUD-E,LogisticRegression,plk1,recall,0.6190476190476191, DUD-E,LogisticRegression,plk1,precision,0.9285714285714286, DUD-E,LogisticRegression,plk1,MCC,0.7559069454092269, 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,0.8176232369780757, DUD-E,LightGBM_Ranker,plk1,BEDROC,0.2855835422415307, 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,5.069838690202354, DUD-E,LightGBM_Ranker,plk1,AUPRC,0.1487673563546495, DUD-E,LightGBM_Ranker,plk1,accuracy,0.5086906141367323, DUD-E,LightGBM_Ranker,plk1,F1 score,0.04072398190045249, DUD-E,LightGBM_Ranker,plk1,recall,0.8571428571428571, DUD-E,LightGBM_Ranker,plk1,precision,0.02085747392815759, DUD-E,LightGBM_Ranker,plk1,MCC,0.07927192783137708, DUD-E,RandomForest,ptn1,AUROC,0.9768002728424335, DUD-E,RandomForest,ptn1,BEDROC,0.9233022413393878, DUD-E,RandomForest,ptn1,Enrichment factor 1%,54.26470588235294, DUD-E,RandomForest,ptn1,Enrichment factor 5%,18.08823529411765, DUD-E,RandomForest,ptn1,RIE,15.445309474559972, DUD-E,RandomForest,ptn1,AUPRC,0.8834158457714963, DUD-E,RandomForest,ptn1,accuracy,0.9886178861788618, DUD-E,RandomForest,ptn1,F1 score,0.5531914893617021, DUD-E,RandomForest,ptn1,recall,0.38235294117647056, DUD-E,RandomForest,ptn1,precision,1.0, DUD-E,RandomForest,ptn1,MCC,0.6147927085552326, DUD-E,LogisticRegression,ptn1,AUROC,0.9917172832689123, DUD-E,LogisticRegression,ptn1,BEDROC,0.93911158782034, DUD-E,LogisticRegression,ptn1,Enrichment factor 1%,54.26470588235294, DUD-E,LogisticRegression,ptn1,Enrichment factor 5%,18.671726755218216, DUD-E,LogisticRegression,ptn1,RIE,15.709773522482788, DUD-E,LogisticRegression,ptn1,AUPRC,0.8995769782589605, DUD-E,LogisticRegression,ptn1,accuracy,0.9940379403794037, DUD-E,LogisticRegression,ptn1,F1 score,0.8070175438596491, DUD-E,LogisticRegression,ptn1,recall,0.6764705882352942, DUD-E,LogisticRegression,ptn1,precision,1.0, DUD-E,LogisticRegression,ptn1,MCC,0.8199917790591216, 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,0.8421086822360087, DUD-E,LightGBM_Ranker,ptn1,BEDROC,0.595147853279495, DUD-E,LightGBM_Ranker,ptn1,Enrichment factor 1%,31.41640866873065, DUD-E,LightGBM_Ranker,ptn1,Enrichment factor 5%,11.086337760910816, DUD-E,LightGBM_Ranker,ptn1,RIE,9.955832859285815, DUD-E,LightGBM_Ranker,ptn1,AUPRC,0.47306324768280844, DUD-E,LightGBM_Ranker,ptn1,accuracy,0.5143631436314363, DUD-E,LightGBM_Ranker,ptn1,F1 score,0.06276150627615062, DUD-E,LightGBM_Ranker,ptn1,recall,0.8823529411764706, DUD-E,LightGBM_Ranker,ptn1,precision,0.03253796095444685, DUD-E,LightGBM_Ranker,ptn1,MCC,0.10485338047575085, DUD-E,RandomForest,pygm,AUROC,0.999874749498998, DUD-E,RandomForest,pygm,BEDROC,0.997707220177408, DUD-E,RandomForest,pygm,Enrichment factor 1%,91.45454545454545, DUD-E,RandomForest,pygm,Enrichment factor 5%,19.725490196078432, DUD-E,RandomForest,pygm,RIE,18.448217611494968, DUD-E,RandomForest,pygm,AUPRC,0.9861111111111112, 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,0.999624248496994, DUD-E,LogisticRegression,pygm,BEDROC,0.9929826214289307, DUD-E,LogisticRegression,pygm,Enrichment factor 1%,91.45454545454545, DUD-E,LogisticRegression,pygm,Enrichment factor 5%,19.725490196078432, DUD-E,LogisticRegression,pygm,RIE,18.36085688696067, DUD-E,LogisticRegression,pygm,AUPRC,0.9526289682539683, DUD-E,LogisticRegression,pygm,accuracy,0.9970178926441352, DUD-E,LogisticRegression,pygm,F1 score,0.8, DUD-E,LogisticRegression,pygm,recall,0.75, DUD-E,LogisticRegression,pygm,precision,0.8571428571428571, DUD-E,LogisticRegression,pygm,MCC,0.8003116810289426, 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,0.527805611222445, DUD-E,LightGBM_Ranker,pygm,BEDROC,0.37250944444427353, DUD-E,LightGBM_Ranker,pygm,Enrichment factor 1%,22.863636363636363, DUD-E,LightGBM_Ranker,pygm,Enrichment factor 5%,7.397058823529412, DUD-E,LightGBM_Ranker,pygm,RIE,6.887927823313015, DUD-E,LightGBM_Ranker,pygm,AUPRC,0.2719496404914527, DUD-E,LightGBM_Ranker,pygm,accuracy,0.5, DUD-E,LightGBM_Ranker,pygm,F1 score,0.015655577299412915, DUD-E,LightGBM_Ranker,pygm,recall,0.5, DUD-E,LightGBM_Ranker,pygm,precision,0.007952286282306162, DUD-E,LightGBM_Ranker,pygm,MCC,0.0, DUD-E,RandomForest,src,AUROC,0.9636107938392797, DUD-E,RandomForest,src,BEDROC,0.879307931417286, DUD-E,RandomForest,src,Enrichment factor 1%,71.81304347826087, DUD-E,RandomForest,src,Enrichment factor 5%,17.383363112964066, DUD-E,RandomForest,src,RIE,15.466044738457313, DUD-E,RandomForest,src,AUPRC,0.828129779947762, DUD-E,RandomForest,src,accuracy,0.9922338967565099, DUD-E,RandomForest,src,F1 score,0.5802469135802469, DUD-E,RandomForest,src,recall,0.40869565217391307, DUD-E,RandomForest,src,precision,1.0, DUD-E,RandomForest,src,MCC,0.6367923920046152, DUD-E,LogisticRegression,src,AUROC,0.9820189893480524, DUD-E,LogisticRegression,src,BEDROC,0.8916048934904448, DUD-E,LogisticRegression,src,Enrichment factor 1%,67.48695652173913, DUD-E,LogisticRegression,src,Enrichment factor 5%,17.904864006352987, DUD-E,LogisticRegression,src,RIE,15.682334570717, DUD-E,LogisticRegression,src,AUPRC,0.8116141074532023, DUD-E,LogisticRegression,src,accuracy,0.9941754225673823, DUD-E,LogisticRegression,src,F1 score,0.7329842931937173, DUD-E,LogisticRegression,src,recall,0.6086956521739131, DUD-E,LogisticRegression,src,precision,0.9210526315789473, DUD-E,LogisticRegression,src,MCC,0.7462232279909832, 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,0.8864377613299588, DUD-E,LightGBM_Ranker,src,BEDROC,0.7117561931362288, DUD-E,LightGBM_Ranker,src,Enrichment factor 1%,57.10434782608696, DUD-E,LightGBM_Ranker,src,Enrichment factor 5%,14.080524121500893, DUD-E,LightGBM_Ranker,src,RIE,12.51899674790271, DUD-E,LightGBM_Ranker,src,AUPRC,0.603424244576207, DUD-E,LightGBM_Ranker,src,accuracy,0.5106212882594792, DUD-E,LightGBM_Ranker,src,F1 score,0.0462942354774093, DUD-E,LightGBM_Ranker,src,recall,0.9043478260869565, DUD-E,LightGBM_Ranker,src,precision,0.02375513933302878, DUD-E,LightGBM_Ranker,src,MCC,0.0932936373603341, WELQRATE,LightGBM_Ranker,AID1798,AUPRC,0.005168804159293329, WELQRATE,LightGBM_Ranker,AID1798,AUROC,0.6324202534375966, WELQRATE,LightGBM_Ranker,AID1798,BEDROC,0.10833451108790208, WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 1%,2.955209679165734, WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 5%,2.222906849088495, WELQRATE,LightGBM_Ranker,AID1798,F1 score,0.007144666172034958, WELQRATE,LightGBM_Ranker,AID1798,MCC,0.020908658976266453, WELQRATE,LightGBM_Ranker,AID1798,RIE,2.1133595974029555, WELQRATE,LightGBM_Ranker,AID1798,accuracy,0.5010706638115632, WELQRATE,LightGBM_Ranker,AID1798,precision,0.003590944824518866, WELQRATE,LightGBM_Ranker,AID1798,recall,0.7082150366258312, WELQRATE,LogisticRegression,AID1798,AUPRC,0.015661564762787385, WELQRATE,LogisticRegression,AID1798,AUROC,0.721467586590582, WELQRATE,LogisticRegression,AID1798,BEDROC,0.2159673480024118, WELQRATE,LogisticRegression,AID1798,Enrichment factor 1%,10.166262737040872, WELQRATE,LogisticRegression,AID1798,Enrichment factor 5%,4.625628261319791, WELQRATE,LogisticRegression,AID1798,F1 score,0.0, WELQRATE,LogisticRegression,AID1798,MCC,0.0, WELQRATE,LogisticRegression,AID1798,RIE,4.2116764230644845, WELQRATE,LogisticRegression,AID1798,accuracy,0.9974633503541426, WELQRATE,LogisticRegression,AID1798,precision,0.0, WELQRATE,LogisticRegression,AID1798,recall,0.0, WELQRATE,RandomForest,AID1798,AUPRC,0.015401118653663837, WELQRATE,RandomForest,AID1798,AUROC,0.619501588550863, WELQRATE,RandomForest,AID1798,BEDROC,0.18794507008338152, WELQRATE,RandomForest,AID1798,Enrichment factor 1%,6.197216112812003, WELQRATE,RandomForest,AID1798,Enrichment factor 5%,4.393080440872499, WELQRATE,RandomForest,AID1798,F1 score,0.0, WELQRATE,RandomForest,AID1798,MCC,-0.00029349233315974476, WELQRATE,RandomForest,AID1798,RIE,3.6636266323229085, WELQRATE,RandomForest,AID1798,accuracy,0.9973974633503542, 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,0.031142632475759463, WELQRATE,LightGBM_Ranker,AID1843,AUROC,0.7293700794647687, WELQRATE,LightGBM_Ranker,AID1843,BEDROC,0.2568491745672318, WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 1%,14.084336067428591, WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 5%,5.578107631312962, WELQRATE,LightGBM_Ranker,AID1843,F1 score,0.001829410476890686, WELQRATE,LightGBM_Ranker,AID1843,MCC,0.013862666334651028, WELQRATE,LightGBM_Ranker,AID1843,RIE,5.106703378643785, WELQRATE,LightGBM_Ranker,AID1843,accuracy,0.500346884972943, WELQRATE,LightGBM_Ranker,AID1843,precision,0.0009157938972398074, WELQRATE,LightGBM_Ranker,AID1843,recall,0.7870768049155146, WELQRATE,LogisticRegression,AID1843,AUPRC,0.03493840175411107, WELQRATE,LogisticRegression,AID1843,AUROC,0.889555865198321, WELQRATE,LogisticRegression,AID1843,BEDROC,0.44612953056450755, WELQRATE,LogisticRegression,AID1843,Enrichment factor 1%,28.001109277732077, WELQRATE,LogisticRegression,AID1843,Enrichment factor 5%,9.711379505084718, WELQRATE,LogisticRegression,AID1843,F1 score,0.0, WELQRATE,LogisticRegression,AID1843,MCC,0.0, WELQRATE,LogisticRegression,AID1843,RIE,8.870841316446867, WELQRATE,LogisticRegression,AID1843,accuracy,0.9994207020951853, WELQRATE,LogisticRegression,AID1843,precision,0.0, WELQRATE,LogisticRegression,AID1843,recall,0.0, WELQRATE,RandomForest,AID1843,AUPRC,0.011431526868068597, WELQRATE,RandomForest,AID1843,AUROC,0.7199417708719684, WELQRATE,RandomForest,AID1843,BEDROC,0.4842356995360976, WELQRATE,RandomForest,AID1843,Enrichment factor 1%,23.84411782255624, WELQRATE,RandomForest,AID1843,Enrichment factor 5%,10.16271532025847, WELQRATE,RandomForest,AID1843,F1 score,0.0, WELQRATE,RandomForest,AID1843,MCC,-6.179423788930324e-05, WELQRATE,RandomForest,AID1843,RIE,9.628495539451773, 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,0.013991262371815158, WELQRATE,LightGBM_Ranker,AID2258,AUROC,0.6769786726599187, WELQRATE,LightGBM_Ranker,AID2258,BEDROC,0.17719767999596228, WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 1%,8.172925778787668, WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 5%,3.960985974465884, WELQRATE,LightGBM_Ranker,AID2258,F1 score,0.0026520534378810167, WELQRATE,LightGBM_Ranker,AID2258,MCC,0.014601778909999443, WELQRATE,LightGBM_Ranker,AID2258,RIE,3.5125433666193495, WELQRATE,LightGBM_Ranker,AID2258,accuracy,0.5004445213179971, WELQRATE,LightGBM_Ranker,AID2258,precision,0.0013283979658906147, WELQRATE,LightGBM_Ranker,AID2258,recall,0.7444746206174777, WELQRATE,LogisticRegression,AID2258,AUPRC,0.016441305887872067, WELQRATE,LogisticRegression,AID2258,AUROC,0.8120495710937211, WELQRATE,LogisticRegression,AID2258,BEDROC,0.3460322659391892, WELQRATE,LogisticRegression,AID2258,Enrichment factor 1%,19.267471154264815, WELQRATE,LogisticRegression,AID2258,Enrichment factor 5%,7.804654548459621, WELQRATE,LogisticRegression,AID2258,F1 score,0.0, WELQRATE,LogisticRegression,AID2258,MCC,0.0, WELQRATE,LogisticRegression,AID2258,RIE,6.859052097308023, WELQRATE,LogisticRegression,AID2258,accuracy,0.9991074980541382, WELQRATE,LogisticRegression,AID2258,precision,0.0, WELQRATE,LogisticRegression,AID2258,recall,0.0, WELQRATE,RandomForest,AID2258,AUPRC,0.05841203609167167, WELQRATE,RandomForest,AID2258,AUROC,0.7127248254012125, WELQRATE,RandomForest,AID2258,BEDROC,0.4257580126306433, WELQRATE,RandomForest,AID2258,Enrichment factor 1%,26.19638601182469, WELQRATE,RandomForest,AID2258,Enrichment factor 5%,9.722293366113174, WELQRATE,RandomForest,AID2258,F1 score,0.013793103448275862, WELQRATE,RandomForest,AID2258,MCC,0.03777879136734528, WELQRATE,RandomForest,AID2258,RIE,8.439462231374462, WELQRATE,RandomForest,AID2258,accuracy,0.9991144166738735, WELQRATE,RandomForest,AID2258,precision,0.2, WELQRATE,RandomForest,AID2258,recall,0.007142857142857143, 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,0.008856169925204245, WELQRATE,LightGBM_Ranker,AID2689,AUROC,0.783326269871581, WELQRATE,LightGBM_Ranker,AID2689,BEDROC,0.30639955194337043, WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 1%,15.728533114395185, WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 5%,7.414128078817734, WELQRATE,LightGBM_Ranker,AID2689,F1 score,0.0012077686037958234, WELQRATE,LightGBM_Ranker,AID2689,MCC,0.012692250168720545, WELQRATE,LightGBM_Ranker,AID2689,RIE,6.105418572867669, WELQRATE,LightGBM_Ranker,AID2689,accuracy,0.5002611051810494, WELQRATE,LightGBM_Ranker,AID2689,precision,0.0006043355220294318, WELQRATE,LightGBM_Ranker,AID2689,recall,0.828421052631579, WELQRATE,LogisticRegression,AID2689,AUPRC,0.024941870775952342, WELQRATE,LogisticRegression,AID2689,AUROC,0.9104880580920366, WELQRATE,LogisticRegression,AID2689,BEDROC,0.46867616356863245, WELQRATE,LogisticRegression,AID2689,Enrichment factor 1%,30.527318007662835, WELQRATE,LogisticRegression,AID2689,Enrichment factor 5%,10.878229611384784, WELQRATE,LogisticRegression,AID2689,F1 score,0.0, WELQRATE,LogisticRegression,AID2689,MCC,0.0, WELQRATE,LogisticRegression,AID2689,RIE,9.33963953164251, WELQRATE,LogisticRegression,AID2689,accuracy,0.9996420067329008, WELQRATE,LogisticRegression,AID2689,precision,0.0, WELQRATE,LogisticRegression,AID2689,recall,0.0, WELQRATE,RandomForest,AID2689,AUPRC,0.026915424386814935, WELQRATE,RandomForest,AID2689,AUROC,0.7474490170964525, WELQRATE,RandomForest,AID2689,BEDROC,0.6099015267618796, WELQRATE,RandomForest,AID2689,Enrichment factor 1%,40.47036124794745, WELQRATE,RandomForest,AID2689,Enrichment factor 5%,10.729294471811713, WELQRATE,RandomForest,AID2689,F1 score,0.0, WELQRATE,RandomForest,AID2689,MCC,0.0, WELQRATE,RandomForest,AID2689,RIE,12.154203376808999, WELQRATE,RandomForest,AID2689,accuracy,0.9996420067329008, 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,0.0025536299600752575, WELQRATE,LightGBM_Ranker,AID435008,AUROC,0.6223820136288868, WELQRATE,LightGBM_Ranker,AID435008,BEDROC,0.10777778096695348, WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 1%,5.618614870915744, WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 5%,2.046663469766468, WELQRATE,LightGBM_Ranker,AID435008,F1 score,0.001545368157701011, WELQRATE,LightGBM_Ranker,AID435008,MCC,0.008477626847487828, WELQRATE,LightGBM_Ranker,AID435008,RIE,2.1433563458117177, WELQRATE,LightGBM_Ranker,AID435008,accuracy,0.5001982708184359, WELQRATE,LightGBM_Ranker,AID435008,precision,0.000773581226028733, WELQRATE,LightGBM_Ranker,AID435008,recall,0.6819312839436679, WELQRATE,LogisticRegression,AID435008,AUPRC,0.019654277517482478, WELQRATE,LogisticRegression,AID435008,AUROC,0.8592070714435349, WELQRATE,LogisticRegression,AID435008,BEDROC,0.4157065470248879, WELQRATE,LogisticRegression,AID435008,Enrichment factor 1%,20.272548061803622, WELQRATE,LogisticRegression,AID435008,Enrichment factor 5%,10.545574131596663, WELQRATE,LogisticRegression,AID435008,F1 score,0.0, WELQRATE,LogisticRegression,AID435008,MCC,0.0, WELQRATE,LogisticRegression,AID435008,RIE,8.267630265361035, WELQRATE,LogisticRegression,AID435008,accuracy,0.9994246895924072, WELQRATE,LogisticRegression,AID435008,precision,0.0, WELQRATE,LogisticRegression,AID435008,recall,0.0, WELQRATE,RandomForest,AID435008,AUPRC,0.03020596770992919, WELQRATE,RandomForest,AID435008,AUROC,0.6406873261810145, WELQRATE,RandomForest,AID435008,BEDROC,0.4077418578264355, WELQRATE,RandomForest,AID435008,Enrichment factor 1%,23.21188348714383, WELQRATE,RandomForest,AID435008,Enrichment factor 5%,7.036153513503794, WELQRATE,RandomForest,AID435008,F1 score,0.0, WELQRATE,RandomForest,AID435008,MCC,0.0, WELQRATE,RandomForest,AID435008,RIE,8.108456063996849, WELQRATE,RandomForest,AID435008,accuracy,0.9994246895924072, 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,0.028914691111536946, WELQRATE,LightGBM_Ranker,AID435034,AUROC,0.778131868711465, WELQRATE,LightGBM_Ranker,AID435034,BEDROC,0.2372547880603822, WELQRATE,LightGBM_Ranker,AID435034,Enrichment factor 1%,12.613988517172132, WELQRATE,LightGBM_Ranker,AID435034,Enrichment factor 5%,5.213966683410968, WELQRATE,LightGBM_Ranker,AID435034,F1 score,0.005350603229336235, WELQRATE,LightGBM_Ranker,AID435034,MCC,0.030359134152055524, WELQRATE,LightGBM_Ranker,AID435034,RIE,4.670088436708954, WELQRATE,LightGBM_Ranker,AID435034,accuracy,0.5012507247577238, WELQRATE,LightGBM_Ranker,AID435034,precision,0.002684006428152982, WELQRATE,LightGBM_Ranker,AID435034,recall,0.8956622121839513, WELQRATE,LogisticRegression,AID435034,AUPRC,0.019930444336690514, WELQRATE,LogisticRegression,AID435034,AUROC,0.8221774871568812, WELQRATE,LogisticRegression,AID435034,BEDROC,0.24883311542129696, WELQRATE,LogisticRegression,AID435034,Enrichment factor 1%,8.85615874363988, WELQRATE,LogisticRegression,AID435034,Enrichment factor 5%,5.302051629785577, WELQRATE,LogisticRegression,AID435034,F1 score,0.0, WELQRATE,LogisticRegression,AID435034,MCC,0.0, WELQRATE,LogisticRegression,AID435034,RIE,4.900346820500459, WELQRATE,LogisticRegression,AID435034,accuracy,0.9985090698252298, WELQRATE,LogisticRegression,AID435034,precision,0.0, WELQRATE,LogisticRegression,AID435034,recall,0.0, WELQRATE,RandomForest,AID435034,AUPRC,0.03634869833749023, WELQRATE,RandomForest,AID435034,AUROC,0.7129458004861035, WELQRATE,RandomForest,AID435034,BEDROC,0.35844573969627747, WELQRATE,RandomForest,AID435034,Enrichment factor 1%,16.224084186664136, WELQRATE,RandomForest,AID435034,Enrichment factor 5%,6.47055663167814, WELQRATE,RandomForest,AID435034,F1 score,0.0, WELQRATE,RandomForest,AID435034,MCC,-0.00012749329450337235, WELQRATE,RandomForest,AID435034,RIE,7.064321174655291, 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,0.029409090388699398, WELQRATE,LightGBM_Ranker,AID463087,AUROC,0.6884501298717559, WELQRATE,LightGBM_Ranker,AID463087,BEDROC,0.14715663087478936, WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 1%,4.684960085426187, WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 5%,2.9479081326177656, WELQRATE,LightGBM_Ranker,AID463087,F1 score,0.019647405201545225, WELQRATE,LightGBM_Ranker,AID463087,MCC,0.04246177112730148, WELQRATE,LightGBM_Ranker,AID463087,RIE,2.7593606896299625, WELQRATE,LightGBM_Ranker,AID463087,accuracy,0.5034396236278097, WELQRATE,LightGBM_Ranker,AID463087,precision,0.00995316117265849, WELQRATE,LightGBM_Ranker,AID463087,recall,0.7616738774094707, WELQRATE,LogisticRegression,AID463087,AUPRC,0.22805996716263316, WELQRATE,LogisticRegression,AID463087,AUROC,0.920077491150422, WELQRATE,LogisticRegression,AID463087,BEDROC,0.5466947611061838, WELQRATE,LogisticRegression,AID463087,Enrichment factor 1%,34.159254176196264, WELQRATE,LogisticRegression,AID463087,Enrichment factor 5%,11.685814790792282, WELQRATE,LogisticRegression,AID463087,F1 score,0.08840018642353295, WELQRATE,LogisticRegression,AID463087,MCC,0.19456964262651028, WELQRATE,LogisticRegression,AID463087,RIE,10.246776196936901, WELQRATE,LogisticRegression,AID463087,accuracy,0.9937271301620492, WELQRATE,LogisticRegression,AID463087,precision,0.8282467532467532, WELQRATE,LogisticRegression,AID463087,recall,0.046846915043525214, WELQRATE,RandomForest,AID463087,AUPRC,0.17935949125604594, WELQRATE,RandomForest,AID463087,AUROC,0.8717386133253446, WELQRATE,RandomForest,AID463087,BEDROC,0.5006318088545841, WELQRATE,RandomForest,AID463087,Enrichment factor 1%,27.885739223321146, WELQRATE,RandomForest,AID463087,Enrichment factor 5%,11.136630731771763, WELQRATE,RandomForest,AID463087,F1 score,0.07064551743882364, WELQRATE,RandomForest,AID463087,MCC,0.14080955346977864, WELQRATE,RandomForest,AID463087,RIE,9.384731686709156, WELQRATE,RandomForest,AID463087,accuracy,0.9936539466806064, WELQRATE,RandomForest,AID463087,precision,0.5850877192982455, WELQRATE,RandomForest,AID463087,recall,0.03866285102217305, 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,0.007830723030182247, WELQRATE,LightGBM_Ranker,AID485290,AUROC,0.6469537752054626, WELQRATE,LightGBM_Ranker,AID485290,BEDROC,0.157868218817708, WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 1%,6.583233977863969, WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 5%,3.336446558366793, WELQRATE,LightGBM_Ranker,AID485290,F1 score,0.005964081454920921, WELQRATE,LightGBM_Ranker,AID485290,MCC,0.0178524459883631, WELQRATE,LightGBM_Ranker,AID485290,RIE,3.090174482563921, WELQRATE,LightGBM_Ranker,AID485290,accuracy,0.5008412029379857, WELQRATE,LightGBM_Ranker,AID485290,precision,0.0029949678610955233, WELQRATE,LightGBM_Ranker,AID485290,recall,0.6919221254190625, WELQRATE,LogisticRegression,AID485290,AUPRC,0.036022866396508826, WELQRATE,LogisticRegression,AID485290,AUROC,0.8074954686291708, WELQRATE,LogisticRegression,AID485290,BEDROC,0.3898006624401211, WELQRATE,LogisticRegression,AID485290,Enrichment factor 1%,23.913761141553106, WELQRATE,LogisticRegression,AID485290,Enrichment factor 5%,8.631552109979095, WELQRATE,LogisticRegression,AID485290,F1 score,0.0030534351145038168, WELQRATE,LogisticRegression,AID485290,MCC,0.01752102709816518, WELQRATE,LogisticRegression,AID485290,RIE,7.629388841424176, WELQRATE,LogisticRegression,AID485290,accuracy,0.9978374148571023, WELQRATE,LogisticRegression,AID485290,precision,0.2, WELQRATE,LogisticRegression,AID485290,recall,0.0015384615384615385, WELQRATE,RandomForest,AID485290,AUPRC,0.0663632938965545, WELQRATE,RandomForest,AID485290,AUROC,0.7471282678840222, WELQRATE,RandomForest,AID485290,BEDROC,0.39884224471862384, WELQRATE,RandomForest,AID485290,Enrichment factor 1%,26.406820193818124, WELQRATE,RandomForest,AID485290,Enrichment factor 5%,8.713367365376806, WELQRATE,RandomForest,AID485290,F1 score,0.0, WELQRATE,RandomForest,AID485290,MCC,-0.0001344705447092755, WELQRATE,RandomForest,AID485290,RIE,7.8066794668813255, WELQRATE,RandomForest,AID485290,accuracy,0.9978196304398086, WELQRATE,RandomForest,AID485290,precision,0.0, WELQRATE,RandomForest,AID485290,recall,0.0, 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,0.001335643720541528, WELQRATE,LightGBM_Ranker,AID488997,AUROC,0.5706322722229235, WELQRATE,LightGBM_Ranker,AID488997,BEDROC,0.067422187149627, WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 1%,2.3282219987386434, WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 5%,1.3437564406711413, WELQRATE,LightGBM_Ranker,AID488997,F1 score,0.002213881847725443, WELQRATE,LightGBM_Ranker,AID488997,MCC,0.007558828553848415, WELQRATE,LightGBM_Ranker,AID488997,RIE,1.3367070515887591, WELQRATE,LightGBM_Ranker,AID488997,accuracy,0.5002252486398447, WELQRATE,LightGBM_Ranker,AID488997,precision,0.0011089238264543944, WELQRATE,LightGBM_Ranker,AID488997,recall,0.6292618519478774, WELQRATE,LogisticRegression,AID488997,AUPRC,0.03122962191931169, WELQRATE,LogisticRegression,AID488997,AUROC,0.8081519382838602, WELQRATE,LogisticRegression,AID488997,BEDROC,0.3154216815145027, WELQRATE,LogisticRegression,AID488997,Enrichment factor 1%,14.991996937417719, WELQRATE,LogisticRegression,AID488997,Enrichment factor 5%,7.417460276335049, WELQRATE,LogisticRegression,AID488997,F1 score,0.0, WELQRATE,LogisticRegression,AID488997,MCC,0.0, WELQRATE,LogisticRegression,AID488997,RIE,6.252422543577163, WELQRATE,LogisticRegression,AID488997,accuracy,0.9991128668953806, WELQRATE,LogisticRegression,AID488997,precision,0.0, WELQRATE,LogisticRegression,AID488997,recall,0.0, WELQRATE,RandomForest,AID488997,AUPRC,0.08045447307841092, WELQRATE,RandomForest,AID488997,AUROC,0.7439825533367788, WELQRATE,RandomForest,AID488997,BEDROC,0.4886370338873142, WELQRATE,RandomForest,AID488997,Enrichment factor 1%,28.54849668218592, WELQRATE,RandomForest,AID488997,Enrichment factor 5%,11.37001991361338, WELQRATE,RandomForest,AID488997,F1 score,0.0531660169777732, WELQRATE,RandomForest,AID488997,MCC,0.1349770889182345, WELQRATE,RandomForest,AID488997,RIE,9.68527512161299, WELQRATE,RandomForest,AID488997,accuracy,0.9991232629864504, WELQRATE,RandomForest,AID488997,precision,0.6666666666666667, WELQRATE,RandomForest,AID488997,recall,0.027759821008459844, 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,