| epoch,train_loss,val_loss,train_accuracy,val_accuracy,train_auc,val_auc,train_f1,val_f1 | |
| 1,0.17488942038218047,0.09101754656941945,0.9300784114627405,0.9662379421221865,0.979256644390812,0.9930211639664602,0.9287705082895152,0.9658536585365853 | |
| 2,0.08878144353154065,0.09161524901052763,0.9688892649630507,0.9705251875669882,0.9933527428078608,0.9951016038111913,0.9685513072734012,0.9706979222163026 | |
| 3,0.0769436273034766,0.06344208772926085,0.9733175382185367,0.9796355841371919,0.9949928866199187,0.9964359113096202,0.9730561093705496,0.9794372294372294 | |
| 4,0.06634314938305416,0.0727375519141507,0.9767868223613697,0.9748124330117899,0.9962808531132574,0.9971676839109971,0.9765973782239031,0.9749600426212041 | |
| 5,0.05804700830648405,0.05738423105892261,0.9802561065042026,0.9817792068595927,0.9969267615999666,0.997314153309232,0.9801091157081154,0.9817792068595927 | |
| 6,0.05516030578635271,0.059121399878305635,0.9805099565634343,0.9828510182207931,0.9974005727204069,0.9976467250016944,0.9803642976897502,0.9827586206896551 | |
| 7,0.05094586028062585,0.06307823869768063,0.9823433181023298,0.977491961414791,0.9975895501458347,0.9973135789194348,0.9822320617620345,0.9776119402985075 | |
| 8,0.048382744078336384,0.08439679026987008,0.9826535792858352,0.9785637727759914,0.9979872713248013,0.9964307418014472,0.982552696530398,0.9781420765027322 | |
| 9,0.04363813362467166,0.06561933582427035,0.9845151463868675,0.9785637727759914,0.9983222917316613,0.9964261466830713,0.9844365698086464,0.978448275862069 | |
| 10,0.04367521417135413,0.06953431517364894,0.9849664353810571,0.9801714898177921,0.9983378145761477,0.9974755568421887,0.9848850069477924,0.979902227050516 | |
| 11,0.039287955049891264,0.07022284785842589,0.9860100411801207,0.9801714898177921,0.9986794205768299,0.9973859520338568,0.9859442303332577,0.9799675148890092 | |
| 12,0.03145924170641331,0.056592496836683756,0.9890844474530377,0.9828510182207931,0.999133809048373,0.9980510954187819,0.989040242417377,0.9827771797631862 | |
| 13,0.02590943205415103,0.05858873702897136,0.9911152479268912,0.9833869239013934,0.9994431378429004,0.9980849844168048,0.991083307385286,0.9833243679397525 | |
| 14,0.025815021758591752,0.06119203962792921,0.99094601455407,0.9839228295819936,0.9994352395854149,0.997298644784713,0.9909170651651057,0.9838362068965517 | |
| 15,0.026512925022446093,0.06091380622417597,0.9912280701754386,0.9828510182207931,0.9993638688686995,0.9973945678808118,0.9912000226365977,0.9827771797631862 | |
| 16,0.023441908741425006,0.06044725218482339,0.9912844812997123,0.9844587352625938,0.9995351977300598,0.99721880460293,0.9912605707497808,0.9844337090713903 | |
| 17,0.024114851631636465,0.060756807014873175,0.9917639758560388,0.984994640943194,0.9994640036262741,0.9971918082824711,0.9917406799796346,0.9849785407725322 | |
| 18,0.023183289342565392,0.06224680459576021,0.9922716759745022,0.9839228295819936,0.9995625250008728,0.9977966407387111,0.9922485006223831,0.9838882921589689 | |
| 19,0.021859571372610697,0.06222303731552658,0.9926947594065549,0.9833869239013934,0.999546378442258,0.9978621211755692,0.9926796868375681,0.983342289091886 | |
| 20,0.022037336496262102,0.062448023072776304,0.9925819371580076,0.9833869239013934,0.9995747574351092,0.9978115748734332,0.992555690792267,0.983342289091886 | |
| 21,0.02353697540678234,0.06299189485346006,0.9914537146725334,0.9833869239013934,0.999552669681198,0.9977684956386581,0.9914322069843066,0.983342289091886 | |
| 22,0.02395967125119085,0.06242819355615082,0.9920460314774073,0.9833869239013934,0.9994956634827302,0.9977736651468313,0.992023984613644,0.983342289091886 | |
| 23,0.024231240728749933,0.06177894725581074,0.9914255091103966,0.9833869239013934,0.9995541573666833,0.9977650492998762,0.9914017422785383,0.983342289091886 | |
| 24,0.02220756859411964,0.062149040760334666,0.9925819371580076,0.9828510182207931,0.9995789706876921,0.9977558590631243,0.9925641098136786,0.9827956989247312 | |
| 25,0.02280783653889721,0.061985259917579666,0.9917357702939019,0.9828510182207931,0.9995626650183302,0.9972670533458781,0.9917130978306983,0.9827956989247312 | |
| 26,0.0209567076494272,0.06294151637523504,0.9927229649686918,0.9828510182207931,0.9996225081614187,0.9977679212488614,0.9927019687712152,0.9827956989247312 | |
| 27,0.021931809301487,0.06234705680532088,0.9924691149094601,0.9844587352625938,0.9996152097514496,0.9973118557500438,0.9924514432727376,0.9844337090713903 | |
| 28,0.020790852749091978,0.06394639187207943,0.9927511705308287,0.9828510182207931,0.999609443577975,0.997288305768367,0.992736214352336,0.9827956989247312 | |
| 29,0.02161532225562324,0.06377341627020544,0.992497320471597,0.9839228295819936,0.9995998078311312,0.997285433819382,0.9924760988855575,0.9838882921589689 | |
| 30,0.021880608097722454,0.0635650675396444,0.9923280870987758,0.9839228295819936,0.9996016662446573,0.997256714329532,0.9923050809098111,0.9838709677419355 | |
| 31,0.020723598038490543,0.06364011781296162,0.9931742539628815,0.9828510182207931,0.999602827753111,0.9972498216519681,0.9931561085972851,0.9827771797631862 | |
| 32,0.021567868343057173,0.06330084577921502,0.9925255260337339,0.9844587352625938,0.9995780908052607,0.9972613094479079,0.9925054441584886,0.984416980118216 | |