| epoch,train_loss,val_loss,train_accuracy,val_accuracy,train_auc,val_auc,train_f1,val_f1 |
| 1,0.12133353116152513,0.06166662340956596,0.9491312378150973,0.9803206997084548,0.9908295962688415,0.9979940330984539,0.9488842872240791,0.9799851742031134 |
| 2,0.05494636449336345,0.034128174685354486,0.9807521291514177,0.9861516034985423,0.997780707696122,0.999188263393654,0.9806888860292541,0.9861616897305171 |
| 3,0.045487246261129495,0.043049787942988055,0.9842152067585593,0.9868804664723032,0.998435085276439,0.9982957781196611,0.9841651083394809,0.9868421052631579 |
| 4,0.04013614664559494,0.03402237415737296,0.9862674008961247,0.9861516034985423,0.9987488464713992,0.9991500140247686,0.9862360946846985,0.9860601614086574 |
| 5,0.037818929275874505,0.049131851762793846,0.9869343639908336,0.9854227405247813,0.9989165928871198,0.9980556570816581,0.9869077199897182,0.9854862119013063 |
| 6,0.03612760852247132,0.04465823140709441,0.9873619044361597,0.9854227405247813,0.9990236021499846,0.99842965091076,0.987333527586857,0.9854862119013063 |
| 7,0.03312974497234396,0.04106172019990471,0.9885761193008858,0.9868804664723032,0.9991481656207636,0.9989024556094824,0.9885538039753256,0.986764705882353 |
| 8,0.03079390252278298,0.04467770861310385,0.989183226733249,0.9868804664723032,0.9992727514651405,0.998591148246054,0.9891647894200378,0.9868613138686131 |
| 9,0.030111658072643988,0.041507352197491194,0.9897219276943598,0.9876093294460642,0.9992672579425801,0.9991702011916803,0.9897062601695641,0.9876543209876543 |
| 10,0.029094924251348422,0.032358164527065206,0.990149468139686,0.9912536443148688,0.9993035476258836,0.999216950420318,0.9901305644083479,0.9912663755458515 |
| 11,0.028486179824413364,0.05093552202577553,0.9903204843178165,0.9897959183673469,0.9993758190264957,0.9977709117799556,0.9903010778484158,0.9898255813953488 |
| 12,0.027378678419949454,0.03892283181798354,0.9903632383623491,0.9919825072886297,0.9994001925023193,0.9984976497887784,0.9903479698192065,0.9919883466860888 |
| 13,0.025691640328447344,0.040297305444934275,0.9907907788076752,0.9905247813411079,0.999497996418865,0.9979037220885856,0.9907774514253419,0.9905316824471959 |
| 14,0.026315096579743742,0.040405817177491504,0.9910473030748709,0.9883381924198251,0.9994469299246713,0.999188263393654,0.9910346540164237,0.9883381924198251 |
| 15,0.025027122080401924,0.03933713233249252,0.9910558538837774,0.9897959183673469,0.9995003760630373,0.9986007105882753,0.9910419128856003,0.9898107714701602 |
| 16,0.024790827932474956,0.04512184367392283,0.9913209289598796,0.9876093294460642,0.999470932993152,0.9991277018929187,0.9913049437605476,0.9875640087783467 |
| 17,0.017164641173017664,0.0428765761059656,0.9941170434723124,0.9919825072886297,0.9997483471816039,0.9985582112895137,0.9941082775275318,0.9919766593727206 |
| 18,0.014272876617472185,0.044261461064089146,0.9949293703184321,0.9919825072886297,0.9998364982798729,0.9985560863245757,0.9949249873766549,0.9919766593727206 |
| 19,0.013573616959855908,0.03765543523100653,0.9955535793686082,0.9934402332361516,0.9998433336333756,0.9986973964929579,0.9955482501198548,0.9934258582907232 |
| 20,0.01287249052858807,0.04189210441560857,0.9953740123815713,0.9927113702623906,0.9998704032008604,0.9987345833793743,0.9953698552758831,0.9927007299270073 |
| 21,0.012630879596626093,0.037352593599359774,0.9958528576803366,0.9927113702623906,0.999858099038118,0.9986984589754269,0.9958479937677103,0.9926900584795322 |
| 22,0.012325043967807007,0.04300889761374387,0.9957502479734582,0.9941690962099126,0.9998819902386092,0.9986538347117273,0.9957459920740215,0.9941520467836257 |
| 23,0.011392199501855074,0.04363907175206477,0.9961606868009714,0.9941690962099126,0.9999004254983352,0.9986432098870369,0.9961572366337735,0.9941520467836257 |
| 24,0.011286299277906982,0.04223336118646611,0.9960837295208127,0.9934402332361516,0.999887471770091,0.9986931465630816,0.9960801766488078,0.9934258582907232 |
| 25,0.011058116214544809,0.04236892951481348,0.996186339227691,0.9934402332361516,0.9998906818695731,0.9986761468435771,0.9961827487632449,0.9934258582907232 |
| 26,0.01128154789737973,0.04287581923387201,0.9959982214317474,0.9934402332361516,0.999901828015834,0.9986538347117273,0.9959943167228718,0.9934258582907232 |
| 27,0.011398236130418838,0.0421129193472136,0.9960324246673735,0.9934402332361516,0.9998935698184921,0.9986655220188868,0.9960288932251549,0.9934258582907232 |
| 28,0.011419007594133643,0.04220352793498755,0.9960580770940931,0.9934402332361516,0.9998995173934799,0.998675084361108,0.9960551424341739,0.9934258582907232 |
| 29,0.010842687454953264,0.04214560194882841,0.9961350343742518,0.9934402332361516,0.9999097506092081,0.9986772093260461,0.99613079952063,0.9934258582907232 |
| 30,0.011535594235865117,0.0421641564523429,0.9961008311386257,0.9934402332361516,0.999880920546658,0.9986761468435771,0.9960974941804738,0.9934258582907232 |
|
|
