| epoch,train_loss,val_loss,train_accuracy,val_accuracy,train_auc,val_auc,train_f1,val_f1 |
| 1,0.22120761738021502,0.06942272339418053,0.9134572630570852,0.9766763848396501,0.9709802308363119,0.9967456161973327,0.9132190659109811,0.9767103347889374 |
| 2,0.07563319771806098,0.06632711173580964,0.9722868283339604,0.9766763848396501,0.9959898386441741,0.9974649168288723,0.9721623362679837,0.9762962962962963 |
| 3,0.06352754881560337,0.06374918951845725,0.9771094845572391,0.9774052478134111,0.9971507888452726,0.9971961087642054,0.9770224453886099,0.9775849602313811 |
| 4,0.05518088946286823,0.05974876754659258,0.9804186476040634,0.9788629737609329,0.9977696139011552,0.9975998521024403,0.9803531289143602,0.9790613718411553 |
| 5,0.0544794039913782,0.053216813322232694,0.980316037897185,0.9803206997084548,0.9978588071996339,0.9983265901112632,0.9802464474497151,0.9805054151624548 |
| 6,0.04974130821938708,0.05853796049235687,0.9826418579197592,0.978134110787172,0.9981874039910161,0.9979589711769756,0.9825879608186232,0.9784791965566715 |
| 7,0.04860204206766539,0.05243047245346422,0.9824879433594418,0.9810495626822158,0.9983000881049473,0.9984062762964411,0.9824447111263501,0.9808259587020649 |
| 8,0.04643385691879981,0.07408071710095461,0.9834028799124397,0.9759475218658892,0.9984100171954524,0.9975318532244218,0.9833634750709259,0.9762760603882099 |
| 9,0.04479489163074965,0.04227042934550488,0.9838389711666724,0.9861516034985423,0.9985365608027604,0.9992477624119201,0.9837985187217116,0.986100950987564 |
| 10,0.04332844974599994,0.041484026906267894,0.9843776721277833,0.9854227405247813,0.9986471701676274,0.9990458907428027,0.9843395078131026,0.9853157121879589 |
| 11,0.040524790482765985,0.051770543964693744,0.9853781167698464,0.9854227405247813,0.9988062392831856,0.9988716436178804,0.9853450344520243,0.9855491329479769 |
| 12,0.04004808636623996,0.04193765463636042,0.9859424701576769,0.9883381924198251,0.9987936360746412,0.9987898324677642,0.9859166995048572,0.9882697947214076 |
| 13,0.040215784102802146,0.0474208972834963,0.9858484112597051,0.9839650145772595,0.998773552919003,0.9985072121309998,0.9858138398635385,0.9841040462427746 |
| 14,0.0385909421589164,0.041814905596739525,0.9865752300167596,0.9876093294460642,0.9988947612274952,0.99878345757295,0.9865471620510008,0.9875457875457876 |
| 15,0.03636740077083474,0.04393127168265359,0.9869771180353661,0.9876093294460642,0.9990298012451581,0.9985443990174162,0.9869513438487967,0.9875457875457876 |
| 16,0.035032398582943866,0.03495610632211426,0.9876013270855423,0.9919825072886297,0.9990999768392024,0.9992275752450085,0.9875771076079507,0.991941391941392 |
| 17,0.034613021753870335,0.05231604655612662,0.9876526319389815,0.9868804664723032,0.9991199748874292,0.997890972298957,0.9876304202573284,0.9868035190615836 |
| 18,0.03545074934771772,0.04110182211096276,0.9873961076717858,0.9868804664723032,0.9990895833524727,0.9985103995784069,0.987369972409302,0.986822840409956 |
| 19,0.03267033326746921,0.05238744568728988,0.9883452474604097,0.9876093294460642,0.9992170742549905,0.9992891992282128,0.9883257817786266,0.9874908020603385 |
| 20,0.03242883364660805,0.04830953322390689,0.9883965523138489,0.9846938775510204,0.9992059420008328,0.9979950955809229,0.9883741850363682,0.9846827133479212 |
| 21,0.03182505456013429,0.03546378831039712,0.9888924992304272,0.9876093294460642,0.9992813465825446,0.9990416408129266,0.9888790911503591,0.9875640087783467 |
| 22,0.030880210034792095,0.07356354003397439,0.988986558128399,0.9803206997084548,0.9992776419241866,0.9976381014713257,0.9889673130953197,0.9805895039539899 |
| 23,0.022915793168954656,0.03860887792784484,0.9919451380100558,0.9905247813411079,0.9995942347684894,0.9976466013310779,0.9919342409452864,0.9904901243599122 |
| 24,0.01885458121230194,0.03552044089645984,0.9936638506002667,0.9919825072886297,0.999707564645873,0.9980992188628887,0.9936551157234966,0.991941391941392 |
| 25,0.01769579563214832,0.0408333526824468,0.9938348667783973,0.9919825072886297,0.9997532369094866,0.9979355965626566,0.9938271076446263,0.991941391941392 |
| 26,0.016936662329794887,0.041372285927677256,0.9940315353832473,0.9927113702623906,0.9997779003646865,0.9980195326777108,0.9940253025867529,0.9926686217008798 |
| 27,0.016333410160394142,0.04288282143296579,0.9944590758285734,0.9919825072886297,0.9997767125167415,0.9974882914431913,0.9944530995874065,0.991953182150695 |
| 28,0.016006972657882413,0.0436177094062755,0.9945445839176386,0.9934402332361516,0.9997982599000635,0.9976327890589806,0.9945379518175436,0.9934065934065934 |
| 29,0.014602276189132006,0.044935463512765714,0.9951174881143756,0.9934402332361516,0.9998367827024078,0.9976115394095997,0.9951106734597766,0.9934065934065934 |
| 30,0.0147699691034711,0.045568987330742536,0.9947327017135821,0.9927113702623906,0.9998323008174304,0.9974936038555362,0.9947249434815373,0.9926793557833089 |
| 31,0.01340943472327956,0.04646275859367192,0.99525430105688,0.9927113702623906,0.9998587860391823,0.9975222908822003,0.9952496298134945,0.9926793557833089 |
| 32,0.01469640509007322,0.045376853430930474,0.994878065464993,0.9927113702623906,0.9998162655282171,0.9975764774881214,0.9948704774138301,0.9926793557833089 |
| 33,0.014474696963890435,0.045765107885595686,0.9949293703184321,0.9934402332361516,0.9998384320606468,0.9975307907419527,0.9949230756059347,0.9934065934065934 |
| 34,0.013818542893701324,0.04622514257017447,0.9950576324520299,0.9919825072886297,0.9998435386515732,0.997535040671829,0.9950514545983802,0.991953182150695 |
| 35,0.01391307831083028,0.04650112875783409,0.9950319800253103,0.9919825072886297,0.9998402798566132,0.9975350406718289,0.9950281112813096,0.991953182150695 |
| 36,0.014226915576762901,0.04662663057053111,0.9949892259807778,0.9927113702623906,0.9998449851851043,0.9974766041360318,0.9949832203273749,0.9926793557833089 |
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