epoch,train_loss,val_loss,train_accuracy,val_accuracy,train_auc,val_auc,train_f1,val_f1
1,0.1591762025448287,0.0701077880859375,0.9260986066452305,0.975,0.984418861122886,0.9968239999999999,0.9263039760581445,0.9747729566094854
2,0.04975458579048083,0.07472871720790863,0.9808949624866024,0.975,0.9983857607620544,0.996494,0.9808821557849577,0.9752720079129574
3,0.03930376195064312,0.0537523149253102,0.9857449088960343,0.984,0.9989237730172351,0.998868,0.9857365006166551,0.9841269841269841
4,0.03323413325156238,0.0901809832751751,0.9877277599142551,0.972,0.9991939042308404,0.9973460000000001,0.9877317047037394,0.9725490196078431
5,0.03104493657779847,0.055668552219867704,0.9890407288317257,0.983,0.9993361188366539,0.999088,0.9890427840437217,0.9828109201213346
6,0.024460765974554217,0.05087529918551445,0.9914255091103966,0.986,0.9995646972563696,0.998902,0.9914241303532186,0.9859437751004017
7,0.027917017246869024,0.062260654624551534,0.9893086816720257,0.98,0.999464634245809,0.9983960000000001,0.9893055294969042,0.9798387096774194
8,0.02192232140558517,0.04706151151657104,0.9922293676312969,0.986,0.9996561027767151,0.998164,0.9922293676312969,0.9860279441117764
9,0.024865290233296405,0.036944470286369324,0.9909163987138264,0.989,0.9995378258656915,0.998546,0.9909127462806594,0.9890329012961117
10,0.021400744646152787,0.05299970093369484,0.992631296891747,0.982,0.9996916776087924,0.998148,0.9926279387716805,0.9821073558648111
11,0.023631354229123453,0.04910617793351412,0.9912111468381565,0.982,0.9996094005782956,0.9980580000000001,0.991208319931382,0.982
12,0.019745248792411525,0.060275878340005876,0.9929796355841372,0.984,0.9997136508904766,0.999152,0.9929758713136729,0.9839357429718876
13,0.019054758390022436,0.03766377115063369,0.9934351554126474,0.988,0.999694227899491,0.999594,0.9934339238335165,0.9880952380952381
14,0.019607095268084834,0.047936745293438436,0.9923901393354769,0.987,0.9997408841467268,0.9992780000000001,0.9923905471303789,0.9869346733668342
15,0.017681472258899853,0.08110564529895782,0.9938638799571275,0.977,0.9997672931536182,0.997342,0.993864373174718,0.9766970618034447
16,0.013924064739664172,0.05265952408313751,0.9953108252947481,0.98,0.9998527767151566,0.997976,0.9953076819949055,0.98
17,0.011219326522458837,0.04855040079541505,0.9959271168274384,0.985,0.9999158418429182,0.99815,0.9959258067974697,0.9849246231155779
18,0.010035146595917678,0.04858289444446564,0.9962486602357985,0.987,0.999931198154141,0.998276,0.9962482581198413,0.9869346733668342
19,0.010148462224332466,0.04873832796516945,0.9962486602357985,0.987,0.9999285602689983,0.998274,0.996249665148674,0.9869346733668342
20,0.0103256918722015,0.04420082006976008,0.9964630225080385,0.99,0.9999229915599163,0.998414,0.9964622641509434,0.9899799599198397
21,0.009177909163949814,0.03957525540865026,0.9970793140407288,0.992,0.999932734646848,0.99854,0.9970793922992417,0.992
22,0.0077726166288089905,0.043085599690675734,0.9969989281886388,0.991,0.9999588779984583,0.998534,0.9969987673508762,0.9910269192422732
23,0.009150821694780823,0.042727676749229435,0.9966237942122187,0.991,0.9999445153815844,0.9985140000000001,0.9966248794599807,0.991008991008991
24,0.009247956269531484,0.042101797729730606,0.9963558413719186,0.99,0.9999424547581875,0.9985379999999999,0.9963556460689211,0.99
25,0.008804542311449262,0.04061917465925217,0.9968649517684888,0.991,0.9999423111607384,0.998544,0.99686486776173,0.991008991008991
26,0.007997749897447741,0.04100488556176424,0.9970793140407288,0.991,0.9999526631008548,0.9985520000000001,0.9970798617622633,0.991008991008991
27,0.008076971870999771,0.0411159735917754,0.9971061093247588,0.992,0.9999531427163353,0.998548,0.9971053336906995,0.992
28,0.008252318606532623,0.04190137428045273,0.9970525187566989,0.991,0.9999560362049378,0.998538,0.9970526767054284,0.990990990990991
29,0.008688459229967003,0.0409592569321394,0.9971864951768489,0.992,0.9999443143451555,0.998534,0.9971868720696584,0.992