Training Time
2:15:43.854211
2:36:00.103141
2:25:30.410777
2:28:00.312130
2:31:31.195047
2:34:49.966978
2:36:50.337574
2:42:56.219965
2:44:13.495879
2:53:12.517625

Testing Time
0:00:59.102789
0:01:03.772997
0:01:14.359851
0:01:25.537358
0:01:34.199785
0:01:36.211676
0:01:47.302995
0:01:57.458444
0:02:00.465581
0:02:16.155715

Accuracy
99.93651672826816
99.96144136851187
99.92671729706124
99.93289519934386
99.96889739121542
99.94972455018384
99.94738120294664
99.94567695041052
99.9559023716855
99.93971193810141
Average: 99.94648649977285

TPR
0.9922359190901042
0.9973617487836633
0.989785876683973
0.997623148467103
0.9973309608540926
0.9944726875703709
0.9964688539202579
0.9940987856460636
0.9957970271655561
0.9939218029708041
Average: 0.9949096811151988

TNR
0.9998409268058784
0.9997637593161741
0.999902260731999
0.9994413978677748
0.9998455212521865
0.9998318583065405
0.9996729094027189
0.9998136778626578
0.9998091551023747
0.9997614330376617
Average: 0.9997682899685967

NPV
0.999482061848176
0.9998250803040423
0.9993162261133475
0.9998432559153855
0.9998228078146297
0.9996319796089442
0.9997660175736703
0.9996069869987665
0.9997205733018013
0.9995956392647904
Average: 0.9996610628743554

FNR
0.007764080909895798
0.0026382512163365996
0.010214123316027012
0.002376851532897003
0.0026690391459074734
0.005527312429629124
0.003531146079742192
0.005901214353936417
0.004202972834443875
0.006078197029195834
Average: 0.0050903188848011325

FPR
0.00015907319412156374
0.00023624068382591788
9.773926800107285e-05
0.0005586021322252121
0.0001544787478134442
0.00016814169345951533
0.0003270905972810594
0.00018632213734213744
0.0001908448976253442
0.00023856696233822889
Average: 0.0002317100314033496

FDR
0.002396603670227335
0.003560058877896827
0.0014720482010201637
0.008422638408600677
0.002327651126172383
0.0025324253105643204
0.004929818555289285
0.0028058169375534646
0.0028741531513036336
0.0035944132548267837
Average: 0.0034915627493454873

FOR
0.0005179381518240282
0.00017491969595776486
0.000683773886652552
0.00015674408461454584
0.00017719218537028624
0.00036802039105574144
0.0002339824263296108
0.00039301300123356105
0.0002794266981987201
0.00040436073520959745
Average: 0.0003389371256446408

Recall
0.9922359190901042
0.9973617487836633
0.989785876683973
0.997623148467103
0.9973309608540926
0.9944726875703709
0.9964688539202579
0.9940987856460636
0.9957970271655561
0.9939218029708041
Average: 0.9949096811151988

Precision
0.9976033963297727
0.9964399411221032
0.9985279517989798
0.9915773615913993
0.9976723488738276
0.9974675746894357
0.9950701814447107
0.9971941830624466
0.9971258468486963
0.9964055867451732
Average: 0.9965084372506545

MCC
0.9988514410145588
0.9993022752962051
0.9986747150483626
0.998785996430942
0.999437181022965
0.9990903429566056
0.9990479449314866
0.9990171142969714
0.9992020378313508
0.9989091485416587
Average: 0.9990318197371106

F1
0.9922359190901042
0.9973617487836633
0.989785876683973
0.997623148467103
0.9973309608540926
0.9944726875703709
0.9964688539202579
0.9940987856460636
0.9957970271655561
0.9939218029708041
Average: 0.9949096811151988

TS
0.9898763418942791
0.9938204165244111
0.9883437245866088
0.9892403333788768
0.99501570394647
0.9919681448456591
0.99157370449971
0.9913259405401728
0.9929469487887151
0.9903708744470908
Average: 0.9914482133451994

BM
0.9920768458959826
0.9971255080998374
0.9896881374159721
0.9970645463348777
0.997176482106279
0.9943045458769113
0.9961417633229768
0.9939124635087215
0.9956061822679307
0.993683236008466
Average: 0.9946779710837955

MK
0.9970854581779487
0.9962650214261455
0.9978441779123273
0.9914206175067848
0.9974951566884573
0.99709955429838
0.9948361990183812
0.9968011700612132
0.9968464201504976
0.9960012260099638
Average: 0.9961695001250099