| epoch,train_loss,val_loss,train_accuracy,val_accuracy,train_auc,val_auc,train_f1,val_f1 |
| 1,0.13692867085577207,0.07421052139997482,0.9407556270096463,0.978,0.9887223029239888,0.997632,0.9407572144369122,0.9783464566929134 |
| 2,0.048061912743991596,0.05094329964928329,0.9823954983922829,0.982,0.9984246124879234,0.9985300000000001,0.9823921957494707,0.9818548387096774 |
| 3,0.034636192352861354,0.04595610737428069,0.9877813504823151,0.983,0.9991717887876814,0.99875,0.9877820052515942,0.9829488465396189 |
| 4,0.029761615775262044,0.06541032767249272,0.9893354769560557,0.985,0.9993711192789341,0.998534,0.9893377625375054,0.9849548645937813 |
| 5,0.030002773200967305,0.051245969947427514,0.9892818863879957,0.984,0.999385977307008,0.99814,0.9892824607470125,0.9839679358717435 |
| 6,0.02682357684221011,0.04745743262767792,0.9903536977491961,0.985,0.9995302841276569,0.9979460000000001,0.9903516295025729,0.9850448654037887 |
| 7,0.022328507840345912,0.04253761661052704,0.9917738478027867,0.988,0.9996601780723249,0.9993879999999999,0.9917762717312689,0.9879518072289156 |
| 8,0.023209826517969944,0.04362523984909058,0.9920685959271168,0.989,0.9995784854834466,0.9991639999999999,0.9920719948575102,0.9890329012961117 |
| 9,0.01983714324614584,0.07314276767149568,0.9930064308681672,0.984,0.9997082315227417,0.997778,0.9930054937692617,0.9839679358717435 |
| 10,0.023987467304902255,0.05695145654678345,0.9913183279742765,0.986,0.9995943573095121,0.998852,0.9913146043319752,0.9860557768924303 |
| 11,0.019595004033321258,0.062166427850723266,0.992550911039657,0.984,0.9997504003496885,0.9977739999999999,0.9925465172395302,0.9840637450199203 |
| 12,0.018815073947095796,0.053746583104133605,0.9929796355841372,0.99,0.9997343002036786,0.999192,0.992978883052846,0.9899799599198397 |
| 13,0.019448585342915305,0.08425082373619079,0.9929260450160772,0.984,0.9997465720416916,0.9977720000000001,0.9929294552466656,0.9839034205231388 |
| 14,0.011912179231745493,0.06962954658264062,0.9956323687031082,0.985,0.9999023422467143,0.9982420000000001,0.9956324857318936,0.9849246231155779 |
| 15,0.010103805389343625,0.061363389253616334,0.9965434083601287,0.989,0.9999240972602755,0.998372,0.9965425745758624,0.9889447236180905 |
| 16,0.008275224358574083,0.05774303518238594,0.9969453376205788,0.991,0.9999478827417694,0.9984360000000001,0.9969451739107134,0.9909729187562688 |
| 17,0.008736756973947815,0.0483376273214817,0.9969721329046088,0.99,0.9999491435273737,0.9985139999999999,0.9969712401833338,0.99 |
| 18,0.0076623801350851105,0.04974857234954834,0.9971061093247588,0.99,0.9999615905542746,0.99844,0.9971067295327904,0.99 |
| 19,0.00820424718388515,0.055063622951536675,0.9970257234726688,0.992,0.9999551243611351,0.998472,0.997025643773949,0.9919678714859438 |
| 20,0.007627792189001043,0.049032895147800445,0.9970525187566989,0.99,0.9999623789042711,0.998566,0.9970514126413982,0.9900199600798403 |
| 21,0.006668012922197742,0.04988277526572347,0.997534833869239,0.99,0.9999717730494009,0.998564,0.9975352301344907,0.99 |
| 22,0.005706650657029792,0.05048745417594819,0.9976956055734191,0.989,0.999980499466392,0.998592,0.9976965931004929,0.988988988988989 |
| 23,0.00603126482562674,0.05044751685857773,0.9977224008574491,0.99,0.999977414993182,0.9985660000000001,0.9977222177559826,0.99 |
| 24,0.006448185958810093,0.05043740690127015,0.9978295819935691,0.991,0.9999700197245457,0.998554,0.9978294075086421,0.991008991008991 |
| 25,0.0067558092912254775,0.05029597575962543,0.997668810289389,0.99,0.9999410776586493,0.998568,0.9976688727526057,0.99 |
| 26,0.006298534143184554,0.04814575481414795,0.997508038585209,0.991,0.999974746952575,0.9985980000000001,0.9975078382506632,0.991008991008991 |
| 27,0.004799275206745575,0.04999193596467376,0.9980975348338692,0.991,0.9999868723211895,0.998586,0.9980974838554088,0.991008991008991 |
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