epoch,train_loss,val_loss,train_accuracy,val_accuracy,train_auc,val_auc,train_f1,val_f1
1,0.2523881019792201,0.15659080327925634,0.89101994048637,0.9475218658892128,0.9614815034763909,0.9904631573579037,0.8906224522197335,0.948644793152639
2,0.12423779873559851,0.10793833425893033,0.9519957587987824,0.956997084548105,0.9898794034587902,0.9928324932638611,0.9516401350699469,0.9567765567765568
3,0.10529630348674004,0.08779277159416989,0.9600591715976331,0.9693877551020408,0.9925351758495597,0.9951189555372336,0.959792030713345,0.9690721649484536
4,0.09480468541721541,0.07493716165553724,0.9643602284776139,0.9715743440233237,0.9939349845344156,0.9964672457904444,0.9641653483733407,0.971677559912854
5,0.08620487234102249,0.07931267747617497,0.9671648937989534,0.9723032069970845,0.9949847680779575,0.9962207498576274,0.967002938800763,0.9722222222222222
6,0.0821567311519898,0.07912938319602791,0.969285494407771,0.9730320699708455,0.9954400735733278,0.9963546226487263,0.9691324075347174,0.9727740986019132
7,0.07842890813014797,0.06848325287114079,0.9706023189793754,0.9744897959183674,0.9958517618127383,0.9968879888481839,0.9704715279567122,0.9745454545454545
8,0.07323522930321691,0.07025298998357168,0.9722440742894278,0.9737609329446064,0.9964020427924299,0.9965926187217911,0.9721205874774542,0.9737609329446064
9,0.07074919585322677,0.07600417623497306,0.973654957759004,0.9723032069970845,0.9966524143202075,0.9969506753138573,0.9735570527399906,0.9724238026124818
10,0.06907813417501553,0.06526092207873832,0.9740397441597975,0.978134110787172,0.9967897613044078,0.9971174850614964,0.9739470703326125,0.9782293178519593
11,0.06508755874415982,0.060960897464446356,0.9758439648390738,0.9774052478134111,0.9970726140319375,0.9979281591853735,0.9757516973811833,0.9773557341124909
12,0.062282602138362175,0.06926894213993418,0.9762971577111195,0.9744897959183674,0.9973810927180742,0.9967870530136254,0.976210909340565,0.9743589743589743
13,0.060860307139227,0.06267463378934054,0.977434415295687,0.9795918367346939,0.9974749183749438,0.9977199126214417,0.9773540542164022,0.9797395079594791
14,0.05755463975885633,0.07566890224770971,0.9785118172179088,0.9766763848396501,0.9977389300470996,0.9971812340096389,0.978445650961926,0.9764359351988218
15,0.057541033925899064,0.04975939745154047,0.9786058761158806,0.9825072886297376,0.9977538220893306,0.9986517097467891,0.9785357651459259,0.9823788546255506
16,0.05634996499272484,0.0617915925518243,0.9791274754591784,0.978134110787172,0.997829316750365,0.9969241132521313,0.9790527842376706,0.9780701754385965
17,0.05454238486925483,0.05333676516911987,0.9799141498785785,0.9810495626822158,0.997946748161562,0.9985412115700091,0.979850919103456,0.9811866859623734
18,0.053665978950810676,0.08533909733871503,0.9801450217190546,0.967930029154519,0.998023593281266,0.9963652474734167,0.9800902028707149,0.9683908045977011
19,0.051960351455705815,0.05903876217695784,0.9809060437117352,0.9861516034985423,0.998134591332559,0.9976434138836708,0.9808541468391766,0.9860601614086574
20,0.052026702721111096,0.08011818320949293,0.9806922734890721,0.9752186588921283,0.9981493410904061,0.996891176295591,0.9806309938410335,0.9751461988304093
21,0.05115936366098929,0.0657448608634597,0.9809231453295482,0.9810495626822158,0.9981968896653561,0.9971791090447008,0.9808647322692146,0.9811046511627907
22,0.039293639540274,0.058326971969016046,0.9854892772856312,0.9839650145772595,0.9989317592618322,0.9985231493680354,0.9854545766227533,0.9839883551673945
23,0.033775414704451334,0.05694627253414721,0.987840749734925,0.9817784256559767,0.9992104630761648,0.9986453348519749,0.9878144923562076,0.9818181818181818
24,0.033230631860863655,0.05545937554481773,0.9876526319389815,0.9832361516034985,0.9992240350761206,0.9987367083443124,0.9876325390979633,0.9832239241429613
25,0.03237407778996703,0.0587208214543119,0.9882426377535315,0.9810495626822158,0.9992709570440971,0.9986835842208603,0.9882171472642358,0.9810771470160117
26,0.03220497033339533,0.06503236680848215,0.9882169853268119,0.9832361516034985,0.9992812725888158,0.9983733393399009,0.9881963955321045,0.9832483612527313
27,0.03042350235752952,0.06034932669480236,0.9890207613640251,0.9839650145772595,0.999364067769463,0.9985539613596376,0.9890068493150685,0.9839181286549707
28,0.029133988782805785,0.06084428801430042,0.9891319218798098,0.9832361516034985,0.9994052302176598,0.998483837516681,0.9891105989598952,0.9832727272727273
29,0.02860731827776991,0.06154062449063226,0.9898416390190512,0.9832361516034985,0.9994026410220773,0.9985199619206284,0.9898245854460738,0.9832970225127088
30,0.02884942300385336,0.06216380139134021,0.989773232547799,0.9825072886297376,0.9994035903645443,0.9985242118505044,0.9897565905548228,0.9825834542815675
31,0.029171249110760186,0.061966189061109594,0.9894739542360708,0.9832361516034985,0.9994051022640773,0.9985072121309998,0.9894542058957072,0.9832483612527313
32,0.028459394045261276,0.06270270375467012,0.9896449704142012,0.9825072886297376,0.9994358494368771,0.9985316492277877,0.9896278531968652,0.982532751091703
33,0.029123750241781602,0.06183103346550951,0.9890293121729316,0.9832361516034985,0.9994153125212766,0.9985465239823543,0.9890092945560457,0.9832727272727273
34,0.028456661750446508,0.06152658220943954,0.9893371412935664,0.9832361516034985,0.9994328933435357,0.998566711149266,0.9893239043517718,0.9832727272727273
35,0.02765608663334115,0.061544772590518694,0.9898245374012381,0.9832361516034985,0.9994650532701209,0.998566711149266,0.9898081534772182,0.9832727272727273