| epoch,train_loss,val_loss,train_accuracy,val_accuracy,train_auc,val_auc,train_f1,val_f1 |
| 1,0.11008310884387132,0.11182831366798968,0.9564336286212676,0.9599125364431487,0.992192183914545,0.9966648675296859,0.9562844812053299,0.9609652235628106 |
| 2,0.05719471127268806,0.06438111572230436,0.9799312514963916,0.978134110787172,0.9975726772518285,0.9975499154263955,0.9798587451835197,0.9781976744186046 |
| 3,0.04821907582686718,0.04121625663457389,0.9831634572630571,0.9868804664723032,0.9982542564477279,0.9986049605181515,0.9831159588060264,0.9868804664723032 |
| 4,0.04365133234208871,0.0359846333112383,0.9849334747067072,0.9876093294460642,0.9985463446455061,0.9989417674608368,0.9848975743550185,0.987600291757841 |
| 5,0.04075104016248747,0.04850027659153104,0.985780004788453,0.9832361516034985,0.9987583087485123,0.9984455881477956,0.9857479538929597,0.9832970225127088 |
| 6,0.0364998819723433,0.042882598480399776,0.9870626261244314,0.9883381924198251,0.99901996461242,0.9989247677413322,0.987033466169602,0.9883551673944687 |
| 7,0.03454287172520267,0.03383697667322054,0.9881058248110272,0.989067055393586,0.9990663325048255,0.9987122712475245,0.9880804462763177,0.9889948642699926 |
| 8,0.03433262463316615,0.04144124500046188,0.988251188562438,0.9905247813411079,0.9990919711856744,0.9976221642342901,0.9882256157128901,0.9904622157006603 |
| 9,0.031058952082368356,0.032726231187245325,0.9890635154085576,0.989067055393586,0.9992998973660769,0.9991160145857594,0.989043560200454,0.9890270665691295 |
| 10,0.031421231804742086,0.04996746991412801,0.9887642370968294,0.9905247813411079,0.9992565465460348,0.9991234519630428,0.9887446035770575,0.9904761904761905 |
| 11,0.02930998040206024,0.034079240195170786,0.9896791736498273,0.9876093294460642,0.9993329994697288,0.9992265127625395,0.9896622900554143,0.987582176771366 |
| 12,0.028888981214572503,0.043163915732250965,0.989987002770462,0.9897959183673469,0.9993642890194865,0.9988121445996141,0.9899685607326121,0.9897810218978103 |
| 13,0.02781352106216349,0.04375190726065949,0.9902093238020316,0.989067055393586,0.9993878950662793,0.998242653996209,0.9901906189762262,0.9890590809628009 |
| 14,0.026345254376764583,0.0367580360272063,0.9906454150562644,0.9905247813411079,0.999463858841706,0.9993497607289481,0.9906306738378268,0.9905454545454545 |
| 15,0.027784116791868513,0.04981856955807254,0.9903546875534426,0.9846938775510204,0.9994107361699966,0.9973916055385086,0.9903396536663069,0.9847715736040609 |
| 16,0.018197806124373418,0.03899145987546223,0.9936552997913602,0.9905247813411079,0.9997291718383556,0.9993348859743815,0.993645192785324,0.9905040175310446 |
| 17,0.015963890207584427,0.036099685839500885,0.9943735677395081,0.9927113702623906,0.9998056545935132,0.9987473331690027,0.9943654735399897,0.9926900584795322 |
| 18,0.013893301835709353,0.03447129930343761,0.9951858945856278,0.9941690962099126,0.9998478898045473,0.9995643821876938,0.9951805785017848,0.9941520467836257 |
| 19,0.014132846416420382,0.03847915690077157,0.9950234292164039,0.9927113702623906,0.9998462209973639,0.999565444670163,0.9950172939282901,0.9926686217008798 |
| 20,0.013584070357287927,0.04066636106515244,0.9951773437767213,0.9919825072886297,0.9998471511833518,0.9994953208272063,0.995172885997946,0.991941391941392 |
| 21,0.01327233102901948,0.03781899524195516,0.9952628518657866,0.9912536443148688,0.9998679647711561,0.9995962566617651,0.9952592034777251,0.9912023460410557 |
| 22,0.01271517245412649,0.039572379678085925,0.995433868043917,0.9905247813411079,0.9998773074299487,0.9988737685828184,0.9954280039041764,0.9904761904761905 |
| 23,0.012882747777220396,0.040225722199800064,0.9956989431200192,0.9905247813411079,0.9998703131215384,0.999564382187694,0.9956948569374428,0.9904761904761905 |
| 24,0.011962126052257072,0.04205726985018646,0.9956561890754866,0.9905247813411079,0.9998802048839912,0.9988503939684995,0.9956520994881802,0.9904761904761905 |
| 25,0.010865887554871638,0.0421255535009062,0.9961435851831584,0.9905247813411079,0.9999049658763792,0.9988525189334375,0.9961403839077115,0.9904761904761905 |
| 26,0.011854867751660711,0.041894360366740685,0.9959896706228409,0.9905247813411079,0.9998855786419982,0.998837644178871,0.9959859293557802,0.9904761904761905 |
| 27,0.01177094603506153,0.043167918496942015,0.9957331463556452,0.9912536443148688,0.9998955177838347,0.9988280818366497,0.995729385082802,0.9912023460410557 |
| 28,0.011928642682274872,0.04337526022649368,0.9957759004001778,0.9912536443148688,0.9998884429012252,0.9988270193541805,0.9957727918399479,0.9912023460410557 |
| 29,0.011449435617814288,0.04339196876025047,0.9959212641515888,0.9912536443148688,0.9999012882710643,0.9988280818366497,0.9959172494072737,0.9912023460410557 |
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