epoch,train_loss,val_loss,train_accuracy,val_accuracy,train_auc,val_auc,train_f1,val_f1
1,0.08729071122221649,0.0631102483868599,0.9635125,0.973,0.9952819378125,0.9978219999999999,0.9635238987816307,0.9733464955577492
2,0.03707745860144496,0.04045624729990959,0.986525,0.984,0.9990302118750001,0.9990759999999999,0.986525,0.9839679358717435
3,0.032057702874392274,0.04186177958548069,0.988175,0.983,0.999278586875,0.999294,0.9881747043676092,0.9827760891590679
4,0.02705432980861515,0.039335085958242415,0.99,0.983,0.99948442375,0.9996200000000001,0.9899967489434066,0.9827411167512691
5,0.02629575702454895,0.02915379822999239,0.9905375,0.986,0.9995271734375,0.999678,0.9905364353489767,0.9861111111111112
6,0.024693735171854497,0.021455547716468574,0.9912375,0.994,0.999582945,0.9997400000000001,0.9912376095298808,0.9939879759519038
7,0.02248326592957601,0.03355334928631783,0.9918875,0.989,0.999665503125,0.999586,0.9918863843778519,0.9889447236180905
8,0.022988730651512742,0.040432176008820535,0.9911375,0.99,0.9996122425000001,0.999124,0.991138053871633,0.9899396378269618
9,0.021917526008980347,0.031750205639749764,0.9922875,0.988,0.999659910625,0.999324,0.992285474937171,0.9879759519038076
10,0.01905477778762579,0.0404106226041913,0.99325,0.985,0.9997449643750002,0.9992739999999999,0.9932481432393908,0.9851042701092354
11,0.018581871544662863,0.03394683200307191,0.992725,0.987,0.99977111875,0.9994799999999999,0.9927251818704532,0.9869608826479438
12,0.019562863016175106,0.041875603683292864,0.9927125,0.992,0.9997239403124999,0.999354,0.9927109510771038,0.9919678714859438
13,0.011534913703380152,0.026810704562813044,0.995875,0.992,0.999909170625,0.99968,0.9958740716661248,0.9919678714859438
14,0.009203492205264046,0.02947445324016735,0.9967,0.992,0.9999389496875,0.999764,0.9966998349917496,0.9919517102615694
15,0.009205354882311076,0.02609952029586566,0.9965625,0.991,0.9999417518750001,0.999768,0.9965611674523878,0.9909547738693467
16,0.008761590858735143,0.02672738104686141,0.996925,0.995,0.9999482496875001,0.9997159999999999,0.9969247693577018,0.9949849548645938
17,0.008224122186371825,0.029682468000799416,0.9971625,0.995,0.9999543803125001,0.9997400000000001,0.9971618969030919,0.9949849548645938
18,0.008738972367404495,0.035272676326334476,0.9967125,0.991,0.999949618125,0.99976,0.9967130341319536,0.9909365558912386
19,0.008241233010485302,0.027776837036012695,0.9969875,0.995,0.999940875,0.9997179999999999,0.9969870103891882,0.9949849548645938
20,0.007648789599857992,0.02581064835563302,0.997025,0.995,0.9999619631250001,0.9997579999999999,0.9970247768582644,0.9949849548645938
21,0.006923815770517103,0.025060481652617456,0.9974,0.997,0.999967993125,0.999776,0.9973998699934997,0.996996996996997
22,0.007074392266909126,0.024899651367217304,0.997625,0.997,0.9999519756249999,0.999776,0.9976251187440628,0.996996996996997
23,0.006870106561735156,0.025054775893680926,0.9974625,0.996,0.999957461875,0.99979,0.9974623413963373,0.9959919839679359
24,0.005935359251650516,0.026549723416566848,0.998,0.996,0.9999755512499999,0.9997940000000001,0.998,0.9959919839679359
25,0.006569575389591045,0.02437673746049404,0.9977625,0.997,0.9999705734375,0.999798,0.9977625839031037,0.996996996996997
26,0.007136441738787107,0.02524904753640294,0.9974625,0.995,0.9999657984374999,0.99978,0.9974623413963373,0.9949849548645938