epoch,train_loss,val_loss,train_accuracy,val_accuracy,train_auc,val_auc,train_f1,val_f1
1,0.12564782366525068,0.09143247031783223,0.9496699387762082,0.9701166180758017,0.9897953955706446,0.9949818952987275,0.9494269070163078,0.9691960931630353
2,0.06985166473383289,0.08619005821710425,0.9751513493176455,0.967201166180758,0.9964409873297829,0.9964481211060017,0.9750262113060965,0.9663928304705004
3,0.056866804484336446,0.05302565164983533,0.9798029893627938,0.9825072886297376,0.9976251505042683,0.998291528189785,0.9797308893694436,0.9824304538799414
4,0.049396113803477755,0.05504433993174105,0.9822143174744331,0.9817784256559767,0.9982057377652723,0.997864410237231,0.9821630706959833,0.9816311535635562
5,0.04529706023203575,0.055494760708888834,0.9840954954338681,0.9817784256559767,0.9984480936957005,0.9982469039260853,0.9840428269933598,0.9816311535635562
6,0.04219069417126743,0.07323901363955294,0.9848992714710811,0.9817784256559767,0.9987146182299871,0.9982490288910233,0.9848580982594529,0.981549815498155
7,0.03878903245384483,0.07769435118481995,0.9862331976604987,0.978134110787172,0.9988764635727077,0.9976880381473706,0.9861992113835076,0.9777117384843982
8,0.03768348647098764,0.05187751815461556,0.9867718986216096,0.978134110787172,0.9989739656650309,0.9985752110090184,0.9867407197894972,0.9781659388646288
9,0.035332252071126134,0.047895987672899626,0.9875414714231966,0.9861516034985423,0.9990768943053534,0.9981629678110311,0.9875151026983487,0.9861415025528811
10,0.03292442512115602,0.04784361579124178,0.9884820604029141,0.9846938775510204,0.9991563584521039,0.9985688361142041,0.9884555061322089,0.9846827133479212
11,0.031959216231868544,0.04134778778066006,0.9885162636385402,0.9854227405247813,0.9992365511299961,0.9988790809951635,0.988494521404645,0.9853587115666179
12,0.030441437890501438,0.030106425351522994,0.9890635154085576,0.9919825072886297,0.999332758624528,0.9992328876573537,0.989043747911973,0.991941391941392
13,0.030212009561090096,0.032404553722155775,0.9893200396757533,0.9905247813411079,0.9993305110284528,0.9988280818366497,0.9893000025700555,0.9904901243599122
14,0.02840607058585027,0.045113166767707415,0.9898245374012381,0.9868804664723032,0.9994037646738821,0.9990852025941572,0.9898102479791753,0.9868035190615836
15,0.027173070608142978,0.05290923921700904,0.9902264254198447,0.9868804664723032,0.9994564419208908,0.9988057697047998,0.9902126165623422,0.986822840409956
16,0.026703136191795932,0.040876550279567804,0.9904316448336012,0.9883381924198251,0.999472097736336,0.9994209470543736,0.9904163205179812,0.9882352941176471
17,0.025977197134483213,0.05056937564023208,0.9907736771898622,0.9876093294460642,0.9995119497936136,0.99927007454377,0.9907604832977968,0.9874908020603385
18,0.025318288473498336,0.058233319431456466,0.9908506344700209,0.9861516034985423,0.9995286463469422,0.9980726568011627,0.9908388842274697,0.9861818181818182
19,0.018295483531578612,0.05473324735771115,0.9934842836132298,0.989067055393586,0.9997624935834714,0.9984902124114952,0.9934777026448686,0.9890270665691295
20,0.01648359577005966,0.05344235519105125,0.9940144337654342,0.9883381924198251,0.9998009583314477,0.9984848999991499,0.9940089010612804,0.9883040935672515
21,0.015313869771220887,0.05249095143364748,0.9944505250196669,0.9883381924198251,0.9998179710397996,0.998593273210992,0.9944464886234309,0.9883040935672515
22,0.014103470314492232,0.05631154776162552,0.9948524130382734,0.9897959183673469,0.9998553722375967,0.9985911482460539,0.994848184027659,0.9897510980966325
23,0.014246693158542125,0.053479249113980436,0.9947156000957691,0.9897959183673469,0.9998608060972292,0.9987218335897458,0.9947114397206819,0.9897510980966325
24,0.01365864140919325,0.053816328759226435,0.9952286486301604,0.989067055393586,0.9998616445953354,0.9987133337299934,0.9952242382745635,0.989010989010989
25,0.013170598030770751,0.05417907224986234,0.9951687929678148,0.989067055393586,0.9998794196145752,0.998700583940365,0.9951645342119902,0.989010989010989
26,0.012533504399363477,0.054909895834005344,0.995433868043917,0.9897959183673469,0.9998854362113815,0.998700583940365,0.9954293344289236,0.9897510980966325
27,0.013117744544629342,0.05588193238867615,0.9953398091459452,0.9897959183673469,0.9998780878736866,0.9987143962124625,0.9953364993796261,0.9897510980966325
28,0.012735065618537657,0.05639104115026721,0.9955022745151691,0.9897959183673469,0.99987746053555,0.9987080213176482,0.9954986564430828,0.9897510980966325
29,0.012913845373764133,0.05681820748151217,0.9953312583370387,0.9897959183673469,0.9998570890090944,0.9987090838001172,0.9953282223287014,0.9897510980966325
30,0.012114540040115857,0.05638004830731587,0.995630536648767,0.9897959183673469,0.9998962662026188,0.9987112087650554,0.9956270591759018,0.9897510980966325
31,0.013177719325734288,0.05668536880027785,0.9952115470123474,0.9897959183673469,0.9998738129079314,0.9987122712475244,0.995209416917602,0.9897510980966325
32,0.0127973821597879,0.05651195309296012,0.9953825631904778,0.9897959183673469,0.9998866051953128,0.9987122712475245,0.9953786115295085,0.9897510980966325