epoch,train_loss,val_loss,train_accuracy,val_accuracy,train_auc,val_auc,train_f1,val_f1
1,0.09021854882016778,0.07620569187402725,0.9629875,0.968,0.9949921834375001,0.996342,0.9629999875042173,0.968
2,0.04845656486079097,0.07519592368602752,0.9822,0.974,0.99844988625,0.9965560000000001,0.9821968844547796,0.974155069582505
3,0.037770596280694006,0.05891096961498261,0.9863,0.977,0.9990418103125,0.997694,0.9863041087673697,0.977022977022977
4,0.03204544856697321,0.044740089893341065,0.9879625,0.982,0.9993326225,0.99891,0.9879581348238736,0.9821782178217822
5,0.029465270389523356,0.04400751495361328,0.988775,0.979,0.9994170578125,0.9988959999999999,0.9887699464759142,0.978978978978979
6,0.02735539598078467,0.06246571719553322,0.9898125,0.983,0.99950353625,0.998718,0.9898118632414525,0.9828801611278952
7,0.025289438563771544,0.04847296151518822,0.9910375,0.985,0.9995347168750001,0.999078,0.9910335771900206,0.9849548645937813
8,0.0234049058762379,0.030353989012539388,0.9917,0.992,0.999620145,0.99959,0.9916958479239619,0.9919839679358717
9,0.023536825487483294,0.06478006528317928,0.991325,0.977,0.9995994159375,0.9991580000000001,0.991325,0.9766970618034447
10,0.022067003265488893,0.03763655191566795,0.9919875,0.984,0.99966571625,0.999366,0.9919831909651438,0.9841584158415841
11,0.022260109918145463,0.02162237648689188,0.9917375,0.992,0.99966640375,0.9997759999999999,0.991737603279959,0.9919517102615694
12,0.02038791165333241,0.03731488737463951,0.9923125,0.985,0.9997215328125001,0.9991620000000001,0.992313749015785,0.984984984984985
13,0.020272534360922873,0.02496996076218784,0.992925,0.993,0.9996866590624999,0.9996820000000001,0.9929251768705782,0.992964824120603
14,0.0175009961577598,0.03753959675133228,0.9934875,0.989,0.9997746962499999,0.998606,0.9934887208648379,0.9890547263681592
15,0.017614071628823877,0.039978550077416006,0.9937125,0.988,0.9997672693749999,0.9994740000000001,0.9937114781151937,0.9879759519038076
16,0.018830960323289035,0.03753184187412262,0.992975,0.989,0.999736700625,0.9993700000000001,0.992975,0.988988988988989
17,0.017006263080914505,0.02563825786067173,0.99355,0.994,0.9998035550000001,0.999602,0.9935491936492061,0.994
18,0.012448736768052913,0.02306807119399309,0.995525,0.992,0.999885936875,0.999728,0.995523769036485,0.9920159680638723
19,0.011879865373950452,0.02350496542826295,0.9955875,0.99,0.9999069303125,0.99971,0.9955863414146213,0.9900199600798403
20,0.010929281931836158,0.026215774595737457,0.9962125,0.992,0.9999185668749999,0.999676,0.9962119791471328,0.992
21,0.009326322868699208,0.02682568867551163,0.99655,0.993,0.9999166778124998,0.9997159999999999,0.9965500862478438,0.9930209371884346
22,0.010491638675751164,0.02563698500394821,0.996325,0.991,0.9999251625000001,0.9996919999999999,0.9963245405675709,0.991008991008991
23,0.009510403305507498,0.024802771449089052,0.9964625,0.991,0.9999441184375,0.998794,0.9964633399567603,0.991008991008991
24,0.009382614413055126,0.023243841089308263,0.9963375,0.991,0.9999428324999998,0.999758,0.9963377288919443,0.991008991008991
25,0.00851872806296451,0.02388074290473014,0.9967375,0.991,0.999939709375,0.9997580000000001,0.9967362352911753,0.991008991008991
26,0.008213338654715335,0.02377945770509541,0.997175,0.993,0.9999548181250001,0.9997640000000001,0.9971747881091082,0.993006993006993
27,0.008599246366560691,0.024239052951335906,0.996825,0.992,0.9999524921875,0.999762,0.9968245236785518,0.9920159680638723
28,0.008330347402312328,0.024075089156627656,0.9968625,0.993,0.99995193375,0.9997619999999999,0.9968628529290455,0.993006993006993
29,0.00830074819381116,0.02496220722794533,0.9969125,0.992,0.9999417990625,0.999756,0.9969122298201093,0.9920159680638723
30,0.009167492728913203,0.02534774686396122,0.99665,0.992,0.9999426340625,0.9997499999999999,0.9966497487311549,0.9920159680638723
31,0.009043374374252743,0.02548864423489431,0.9965625,0.992,0.99994890125,0.999748,0.9965634879972008,0.9920159680638723