| epoch,train_loss,val_loss,train_accuracy,val_accuracy,train_auc,val_auc,train_f1,val_f1 | |
| 1,0.1461686896214148,0.11325796103477478,0.9354233654876741,0.96,0.9870550992028619,0.9932880000000001,0.9356165847403292,0.9587628865979382 | |
| 2,0.05235507025404375,0.08913920480012893,0.980064308681672,0.965,0.9982080431228885,0.994674,0.9800504102536601,0.9653121902874133 | |
| 3,0.0451229102095032,0.10898864921927452,0.982583065380493,0.968,0.9986828983479401,0.9943859999999999,0.9825578275103312,0.9671457905544147 | |
| 4,0.042757910947012936,0.11489385330677032,0.9845927116827439,0.962,0.9988186668642568,0.994706,0.9845956010394621,0.9611451942740287 | |
| 5,0.036159122123164376,0.06884354689717292,0.9868167202572348,0.978,0.9990793551095993,0.996382,0.9868202518081972,0.9778225806451613 | |
| 6,0.03333266640555149,0.08980292046070099,0.9875937834941051,0.973,0.9992332872672716,0.9962319999999999,0.9875934510571023,0.9724208375893769 | |
| 7,0.0296897430338229,0.0714268536567688,0.9891479099678456,0.976,0.9993705104257491,0.996594,0.9891429643728387,0.9758551307847082 | |
| 8,0.028867651267618036,0.094164839848876,0.9893890675241157,0.97,0.9994504913330324,0.995754,0.989387361312108,0.9705304518664047 | |
| 9,0.0236185594524745,0.12928217846155166,0.9915058949624866,0.956,0.999598330650933,0.99617,0.9915020239659008,0.9575289575289575 | |
| 10,0.02425576242351743,0.05590061068162322,0.9913987138263666,0.984,0.999577836422976,0.9975419999999999,0.9913961778659305,0.9839034205231388 | |
| 11,0.026526420855732976,0.07715555261820554,0.9905144694533762,0.973,0.9994940027961297,0.995948,0.9905114184625281,0.9730807577268196 | |
| 12,0.021912730057571096,0.06787463843822479,0.9920150053590568,0.982,0.9996702227138998,0.997394,0.9920158611081342,0.9818913480885312 | |
| 13,0.02334434397000568,0.091192396402359,0.9913987138263666,0.976,0.9996514042681757,0.994856,0.9913971002063624,0.9759036144578314 | |
| 14,0.02188160693710161,0.08125210177898406,0.9921757770632369,0.985,0.9996646051816853,0.997212,0.9921766155824671,0.9848331648129424 | |
| 15,0.022308924865468715,0.08421026226878166,0.9915594855305466,0.977,0.9996456675500781,0.996392,0.9915669424142639,0.9765545361875637 | |
| 16,0.019950165909226877,0.09693824604153634,0.9927652733118971,0.974,0.9997288592963265,0.995516,0.9927578992543319,0.9742574257425742 | |
| 17,0.013990315502072262,0.09035865502059459,0.994962486602358,0.983,0.9998794327096611,0.995886,0.9949630264709034,0.9829145728643216 | |
| 18,0.012337988790075432,0.08594782745745033,0.9955787781350482,0.986,0.9999026954964392,0.9961800000000001,0.9955777116668006,0.9859437751004017 | |
| 19,0.01062970465001234,0.1115463908315287,0.9960610932475884,0.983,0.9998978993416343,0.9958099999999999,0.9960614098545133,0.9828109201213346 | |
| 20,0.010527571087472523,0.08641101956320926,0.9958735262593783,0.988,0.9999009134520941,0.9963419999999998,0.9958730839318255,0.9879275653923542 | |
| 21,0.010194510891374764,0.10062638103973585,0.9961950696677385,0.984,0.9999301972799196,0.9961760000000001,0.9961950696677385,0.9838709677419355 | |
| 22,0.011172473258368815,0.08567626385763287,0.9958467309753484,0.986,0.9999192723859808,0.99637,0.9958466196843431,0.9859154929577465 | |
| 23,0.009194689811135484,0.09580232596385758,0.9966505894962486,0.984,0.9999454789204688,0.99628,0.9966510381781648,0.9839679358717435 | |
| 24,0.007986455373061743,0.09889960283041001,0.9968113612004287,0.986,0.999960069857287,0.996208,0.9968111048583755,0.9859154929577465 | |
| 25,0.008719866207375571,0.0972555416226387,0.9964094319399786,0.986,0.9999513420043217,0.996222,0.9964088545854103,0.9859154929577465 | |
| 26,0.008100790542271887,0.09970255580544472,0.9968649517684888,0.985,0.9999582231940898,0.99622,0.9968653717347622,0.9848942598187311 | |
| 27,0.008400701828917842,0.1000702866613865,0.9966773847802787,0.985,0.9999559758940089,0.99618,0.99667631607162,0.9848942598187311 | |
| 28,0.008829637128153031,0.10014380586147309,0.9966237942122187,0.985,0.9999480493148104,0.9961519999999999,0.9966221650313656,0.9848942598187311 | |
| 29,0.009087287523118192,0.10527044279128313,0.9965969989281886,0.984,0.9999446991863195,0.996162,0.9965983661443686,0.9838709677419355 | |
| 30,0.010127839289300168,0.10221048930287362,0.9963558413719186,0.985,0.999934528178989,0.99612,0.9963554507449888,0.9848942598187311 | |