| epoch,train_loss,val_loss,train_accuracy,val_accuracy,train_auc,val_auc,train_f1,val_f1 |
| 1,0.11542842993342967,0.08475545987638892,0.9541762150699457,0.9744897959183674,0.99143087808426,0.9965968686516672,0.9540642705913615,0.9747656813266041 |
| 2,0.055481119065626056,0.05639928778356522,0.9804870540753156,0.9839650145772595,0.9977268797442651,0.9978665352021692,0.9804170599845533,0.9838472834067548 |
| 3,0.046760206595820066,0.04779652758086041,0.9839672333002702,0.9876093294460642,0.9983327194856475,0.9979812833088253,0.9839211751691492,0.9876722262509064 |
| 4,0.041010281575956646,0.04239996449896963,0.9858056572151725,0.9846938775510204,0.9987366819608526,0.9988514564509685,0.9857730545080562,0.9845701689933872 |
| 5,0.04195471080130286,0.03317199712600518,0.9856602934637617,0.9905247813411079,0.9986498611411454,0.998892893267261,0.9856186057679939,0.9905178701677607 |
| 6,0.033955276256870136,0.03326583317271909,0.9882255361357184,0.9912536443148688,0.9991185149004927,0.9981725301532525,0.9882018284167146,0.9912408759124087 |
| 7,0.032470474616778364,0.06075947134417506,0.9886530765810446,0.9817784256559767,0.9991760862623641,0.9973151068007378,0.9886278912322498,0.9820014398848093 |
| 8,0.03080656621531256,0.04396224916782285,0.9896962752676404,0.9854227405247813,0.999286579664727,0.9987377708267813,0.9896778283178715,0.9852941176470589 |
| 9,0.029854283940478524,0.06512095967752984,0.9896278687963881,0.9803206997084548,0.9993142173461189,0.9983032154969443,0.9896078750546164,0.980561555075594 |
| 10,0.02753508598548004,0.034252875051786986,0.990329035126723,0.9897959183673469,0.999408171541502,0.9992509498593274,0.9903113890435602,0.9897810218978103 |
| 11,0.027901627926146623,0.04025371905970156,0.9902349762287512,0.9868804664723032,0.9994098526322294,0.9990958274188476,0.990216068950155,0.9869375907111756 |
| 12,0.017012938994434058,0.028581256437904993,0.9943137120771625,0.9934402332361516,0.9997716268370863,0.9993837601679573,0.994308602141335,0.9934354485776805 |
| 13,0.015029122606772133,0.025985052521814357,0.9948182098026473,0.9934402332361516,0.9998125186086184,0.9995707570825082,0.9948127097171814,0.9934162399414777 |
| 14,0.014197110626828992,0.026279698117904187,0.9951773437767213,0.9948979591836735,0.9998341154185815,0.9995441950207822,0.9951734643230014,0.9948867786705624 |
| 15,0.013063765072257597,0.03081786797759354,0.99545096966173,0.9941690962099126,0.9998595599024505,0.9994921333797993,0.9954462971205533,0.9941605839416059 |
| 16,0.012465939694244694,0.029552946237809196,0.9954253172350105,0.9941690962099126,0.9998765726108028,0.9994549464933828,0.9954203439450099,0.9941690962099126 |
| 17,0.012767779760243117,0.031652301555341954,0.9958357560625235,0.9919825072886297,0.9998674049925114,0.9995335701960917,0.9958320138989927,0.991953182150695 |
| 18,0.013035521475263842,0.03321890833274442,0.995288504292506,0.9941690962099126,0.9998692834973375,0.9995325077136228,0.9952837859814604,0.9941605839416059 |
| 19,0.011889800037588721,0.037797822223285926,0.9959469165783084,0.9919825072886297,0.9998864955208132,0.9994985082746135,0.9959430312574892,0.991953182150695 |
| 20,0.01067196868258101,0.03661256379101856,0.9963659062147279,0.9919825072886297,0.9999092507859558,0.9995070081343658,0.9963628894917459,0.991953182150695 |
| 21,0.010412153507633396,0.0367369058354603,0.996417211068167,0.9919825072886297,0.9999114824426703,0.9995176329590562,0.9964147278530295,0.991953182150695 |
| 22,0.010682784772167676,0.03667284807925065,0.9963573554058214,0.9919825072886297,0.9999055528543,0.9995293202662157,0.9963541755815347,0.991953182150695 |
| 23,0.010390180914861581,0.036172308853173046,0.9964685159216062,0.9927113702623906,0.9999114259968612,0.9988429565912161,0.996465039843195,0.9926900584795322 |
| 24,0.010287981337493491,0.036229192254841946,0.9963659062147279,0.9919825072886297,0.9999158150240961,0.998835519213933,0.996362951742788,0.991953182150695 |
| 25,0.009692131438845855,0.03614504520754653,0.9964428634948866,0.9934402332361516,0.9999238971573082,0.9995505699155964,0.9964399411221032,0.9934258582907232 |
| 26,0.009785586807749854,0.03591366287228535,0.9967335909977084,0.9934402332361516,0.999923287952022,0.9988461440386234,0.9967304038208056,0.9934258582907232 |
| 27,0.0104818525065845,0.03586800596295787,0.996383007832541,0.9934402332361516,0.9999051331665489,0.9988482690035614,0.9963804389680401,0.9934258582907232 |
| 28,0.010176102904692778,0.035776987683052416,0.9964514143037931,0.9934402332361516,0.9999080196531416,0.9988482690035614,0.9964479821971156,0.9934258582907232 |
| 29,0.010303310963581343,0.035828740011531475,0.996596778055204,0.9934402332361516,0.9999152257064524,0.9988546438983756,0.9965938655347117,0.9934258582907232 |
| 30,0.010243828442762944,0.035892813443409895,0.9965198207750453,0.9927113702623906,0.999916364273989,0.9988546438983756,0.9965169318191544,0.9926900584795322 |
| 31,0.009915467969625495,0.03588587177086237,0.9965198207750453,0.9934402332361516,0.99991863248887,0.9988461440386234,0.9965164548294604,0.9934258582907232 |
| 32,0.009714919178257104,0.0358403238600958,0.9965540240106714,0.9934402332361516,0.9999260793873816,0.9988493314860304,0.9965511634474673,0.9934258582907232 |
| 33,0.01043349798133621,0.035815390658421216,0.9964514143037931,0.9934402332361516,0.9999023310562047,0.9988493314860305,0.99644852934884,0.9934258582907232 |
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