| threshold_used,study_best,model_type,train_mode,weight_mode,metric_obj,fb_beta,pu_bags,pu_u_ratio,calibrated,train_tn,train_fp,train_fn,train_tp,train_n,train_positives,train_accuracy,train_precision,train_recall,train_specificity,train_f1,train_roc_auc,train_pr_auc,test_tn,test_fp,test_fn,test_tp,test_n,test_positives,test_accuracy,test_precision,test_recall,test_specificity,test_f1,test_roc_auc,test_pr_auc,elapsed_min | |
| 0.28160005812047,0.7170877819106146,RF,supervised,weighted,F1,2.0,15,3.0,True,192327,599,1445,3845,198216,5290,0.9896880171126448,0.8652115211521152,0.7268431001890359,0.996895182608876,0.7900143825765359,0.989440669602949,0.8648721301935423,47948,223,516,868,49555,1384,0.9850872767631924,0.7956003666361137,0.6271676300578035,0.9953706586950655,0.7014141414141414,0.9417760493895602,0.7089960012695522,100.32298675378163 | |
| 0.270977745577693,0.7316308621469358,XGB,supervised,weighted,F1,2.0,15,3.0,True,192282,644,1329,3961,198216,5290,0.9900462122129394,0.8601520086862107,0.7487712665406427,0.9966619325544509,0.8006063668519454,0.9912934246099276,0.8724422883868594,47958,213,489,895,49555,1384,0.9858339219049541,0.8077617328519856,0.6466763005780347,0.9955782524755559,0.7182985553772071,0.9480600136219919,0.7391698893672186,116.04822653134664 | |
| 0.26884064330614116,0.7142723913988928,ET,supervised,weighted,F1,2.0,15,3.0,True,192018,908,1096,4194,198216,5290,0.9898898171691488,0.82203057624461,0.7928166351606806,0.9952935322351575,0.8071593533487298,0.9957403224449537,0.8900330617078354,47854,317,481,903,49555,1384,0.9838966804560589,0.7401639344262295,0.6524566473988439,0.9934192771584563,0.6935483870967742,0.947862627035694,0.7126230593189249,95.2558631738027 | |
| 0.3056620102323837,0.7323725486714675,RF,supervised,weighted,PR_AUC,2.0,15,3.0,True,192450,476,1429,3861,198216,5290,0.9903892723089962,0.8902467143186534,0.729867674858223,0.9975327327576377,0.802119040199439,0.9904682181539894,0.8741500528850537,47969,202,524,860,49555,1384,0.9853496115427303,0.8097928436911488,0.6213872832369942,0.9958066056340952,0.7031888798037612,0.9405524235493905,0.7071107938720944,109.88682698011398 | |
| 0.2763037309981883,0.7739642015387473,XGB,supervised,weighted,PR_AUC,2.0,15,3.0,True,192350,576,837,4453,198216,5290,0.9928714130039956,0.8854643070192881,0.8417769376181474,0.9970143993033599,0.8630681267564686,0.9954336537391821,0.9287123546097,47936,235,445,939,49555,1384,0.9862778730703259,0.7998296422487223,0.6784682080924855,0.9951215461584771,0.7341673182173573,0.9540925553870405,0.7605201702162149,129.1129001100858 | |
| 0.2528274437858936,0.733124843786015,ET,supervised,weighted,PR_AUC,2.0,15,3.0,True,191998,928,1001,4289,198216,5290,0.9902681922750939,0.8221199923327583,0.8107750472589792,0.995189865544302,0.8164081088797944,0.9960269471274596,0.8960748662603205,47833,338,480,904,49555,1384,0.9834930884875391,0.7278582930756844,0.653179190751445,0.9929833302194266,0.6884996191926885,0.9482122815600444,0.714426289534482,98.56812449296315 | |
| 0.22519098961318726,0.7034497459764806,RF,supervised,weighted,FB,2.0,15,3.0,True,191371,1555,136,5154,198216,5290,0.9914689026112927,0.7682217916231927,0.9742911153119093,0.9919399147859801,0.8590715892991082,0.9978907399914563,0.9084804543955299,47725,446,432,952,49555,1384,0.9822823125819796,0.6809728183118741,0.6878612716763006,0.9907413173901309,0.6843997124370956,0.9534422648697445,0.7103612744548206,103.77016698916754 | |
| 0.3765930473804474,0.7424014112977324,XGB,supervised,weighted,FB,2.0,15,3.0,True,192750,176,41,5249,198216,5290,0.9989052346934657,0.9675576036866359,0.9922495274102079,0.999087733120471,0.9797480167988801,0.9998785149842558,0.9948955292297433,48029,142,472,912,49555,1384,0.9876097265664413,0.8652751423149905,0.6589595375722543,0.9970521683170372,0.7481542247744053,0.9543304332602195,0.7737554628839785,142.53574102719625 | |
| 0.1603667577708411,0.7068965517241379,ET,supervised,weighted,FB,2.0,15,3.0,True,191735,1191,425,4865,198216,5290,0.9918472777172378,0.803335535006605,0.9196597353497165,0.9938266485595514,0.8575709501145778,0.997956241564711,0.9410532422004124,47683,488,403,981,49555,1384,0.9820199778024418,0.6678012253233492,0.7088150289017341,0.9898694235120716,0.6876971608832808,0.9484654214759726,0.7242309832041485,96.69467223485312 | |