| epoch,train_loss,val_loss,train_accuracy,val_accuracy,train_auc,val_auc,train_f1,val_f1 | |
| 1,0.12306562621158419,0.26847666096687317,0.9451232583065381,0.899,0.9907348398428928,0.993856,0.9451467752303407,0.9077625570776255 | |
| 2,0.051562990167947825,0.052107348412275316,0.9803590568060021,0.981,0.9982526258229569,0.9985759999999999,0.9803416740418913,0.9811320754716981 | |
| 3,0.04312755044585639,0.042317414827644825,0.9837352625937835,0.986,0.9987767062536116,0.998152,0.9837356984003645,0.9860279441117764 | |
| 4,0.03497978950644038,0.044624821428209546,0.9872186495176849,0.986,0.999170901355445,0.998724,0.9872169368886506,0.9860279441117764 | |
| 5,0.03014625741402436,0.05208957266807556,0.9891747052518757,0.983,0.9993651800884331,0.9987079999999999,0.9891706427920441,0.9830845771144279 | |
| 6,0.027240990596401154,0.05504616439342499,0.9897106109324759,0.98,0.9995058223021773,0.998754,0.9897144693844753,0.9799599198396793 | |
| 7,0.024159802032868195,0.05212905216217041,0.9911843515541264,0.986,0.9995775406122306,0.9990399999999999,0.9911836428437442,0.9859719438877755 | |
| 8,0.026589864012081525,0.060399755716323854,0.9907556270096463,0.979,0.9995294814179158,0.998432,0.9907593411008437,0.9788092835519677 | |
| 9,0.02421954524017559,0.0537617362588644,0.9915326902465166,0.98,0.9996045082131998,0.99835,0.9915340513315115,0.98 | |
| 10,0.0168363594560857,0.03683651852607727,0.9939442658092176,0.989,0.9997880817563463,0.9993219999999999,0.9939439412615896,0.9889669007021064 | |
| 11,0.012994628924265552,0.03487417331343749,0.9951768488745981,0.991,0.9998863684664596,0.999366,0.9951789157917291,0.9909729187562688 | |
| 12,0.01105238655871237,0.03946505579259246,0.9959807073954984,0.989,0.9999136677775367,0.998404,0.995981784087865,0.9889669007021064 | |
| 13,0.011185228800508897,0.04728498005121946,0.9961682743837085,0.987,0.99991024872227,0.99917,0.996168171708781,0.9869083585095669 | |
| 14,0.009576396304377358,0.042706303954117175,0.9967309753483387,0.99,0.9999399418028257,0.999298,0.9967311505278388,0.9899598393574297 | |
| 15,0.010244534332365085,0.04169152061641216,0.9959807073954984,0.99,0.9999277920226447,0.998424,0.9959807073954984,0.99 | |
| 16,0.00924375281761658,0.04621960524469614,0.9966505894962486,0.99,0.9999175707562071,0.998324,0.9966506792422497,0.9899799599198397 | |
| 17,0.009932977953548408,0.050210379838958034,0.9963022508038585,0.991,0.9999009967386148,0.998224,0.996302647090344,0.9909729187562688 | |
| 18,0.008117450839821908,0.049063017070293424,0.9971596998928188,0.991,0.9999563435034791,0.998286,0.9971587863192881,0.9909729187562688 | |
| 19,0.007708906364504404,0.05050601029396057,0.9973204715969989,0.99,0.9999571648808889,0.9982899999999999,0.9973203279918538,0.9899598393574297 | |
| 20,0.008356328365479827,0.050206545575521885,0.9969989281886388,0.99,0.9999530723535852,0.998302,0.9970002142704093,0.9899598393574297 | |
| 21,0.00794705838239018,0.04976987761259807,0.9972668810289389,0.99,0.9999542699563121,0.99831,0.9972670274904882,0.9899598393574297 | |
| 22,0.008798573131881163,0.050933838546276096,0.9966505894962486,0.99,0.9999520183483077,0.9983179999999999,0.9966510381781648,0.9899598393574297 | |
| 23,0.008140934539593492,0.05076103210449219,0.9972668810289389,0.99,0.9999556499277992,0.998316,0.9972673203665006,0.9899598393574297 | |
| 24,0.007210295888186519,0.05008741462230682,0.9972668810289389,0.99,0.9999618590815047,0.998314,0.9972670274904882,0.9899598393574297 | |
| 25,0.007872090783191791,0.05240149143361487,0.9972400857449089,0.989,0.9999532633381927,0.9983179999999999,0.9972394200101846,0.9889669007021064 | |
| 26,0.007534116014412984,0.0502746592615731,0.9972668810289389,0.991,0.9999592714554691,0.9983420000000001,0.9972673203665006,0.9909729187562688 | |
| 27,0.008503568414980517,0.04953930750489235,0.9965702036441586,0.989,0.9999527578751712,0.998332,0.9965689165281724,0.9889669007021064 | |
| 28,0.007853428965847687,0.04905015528295189,0.997293676312969,0.99,0.9999597611227713,0.998332,0.9972930235051325,0.9899598393574297 | |
| 29,0.007755067398011014,0.05042422712594271,0.9973472668810289,0.989,0.9999558351685087,0.998308,0.9973473379598617,0.9889669007021064 | |
| 30,0.006806516050102063,0.05169685686030425,0.9975616291532691,0.99,0.9999679519212763,0.998294,0.9975620864253757,0.9899598393574297 | |
| 31,0.007699109666076432,0.052661006271839145,0.9970525187566989,0.99,0.9999563133480147,0.9982840000000001,0.9970522028084468,0.9899598393574297 | |