| epoch,train_loss,val_loss,train_accuracy,val_accuracy,train_auc,val_auc,train_f1,val_f1 |
| 1,0.36233020514299746,0.29970101251894116,0.8383384068132845,0.8709912536443148,0.9196018811517546,0.9604002158964379,0.8387575478456657,0.88 |
| 2,0.2789034600516703,0.2393716046744116,0.8829821801142388,0.9037900874635568,0.9529643326162407,0.9694663788047497,0.8823332158241833,0.9074333800841514 |
| 3,0.2593451212059152,0.20805626486376494,0.8912850155624722,0.9198250728862973,0.9592965369511129,0.9765743865226224,0.8906585940590653,0.9217638691322901 |
| 4,0.24514418407088653,0.19002231221331103,0.8979033416561206,0.923469387755102,0.9636186699065337,0.9771683142228154,0.8973609559013153,0.922509225092251 |
| 5,0.2394631020257153,0.17069047450497965,0.8997845196155556,0.9336734693877551,0.9651783712893223,0.9818506744638714,0.8992451986726501,0.9324424647364514 |
| 6,0.23080718357165805,0.24374222516492228,0.9044190580428909,0.8965014577259475,0.9676906088606333,0.9805076966230057,0.903995465164216,0.8865814696485623 |
| 7,0.22450651501304095,0.17771336192987403,0.9064883537982693,0.9314868804664723,0.9693469276281166,0.9802898877168528,0.905988343104723,0.9321789321789322 |
| 8,0.21979985898629778,0.17595275024457158,0.9086944624961522,0.934402332361516,0.9705851395657841,0.9828015962736614,0.9082661809934537,0.9356223175965666 |
| 9,0.21516496794928433,0.1790100717727019,0.9112426035502958,0.9314868804664723,0.9718440235380357,0.9838619537777628,0.9108078846517383,0.9335219236209336 |
| 10,0.21452437499363183,0.17893647717491185,0.9108663679584089,0.9285714285714286,0.9719583923985107,0.9853281795850368,0.9103219257041587,0.9247311827956989 |
| 11,0.20754402267739014,0.17404167527881378,0.9134914662927113,0.9307580174927114,0.9737529269184622,0.9835400215896437,0.9130700028355144,0.931899641577061 |
| 12,0.19780038125214403,0.1418822090584057,0.9193316687758663,0.9467930029154519,0.9763044930341069,0.987497768786815,0.9189658134341179,0.9460458240946046 |
| 13,0.1934141220649967,0.14139472395616093,0.9206741457741903,0.9467930029154519,0.9773581883014619,0.9875806424194001,0.9202095177479422,0.9467541940189642 |
| 14,0.1934208858461457,0.139229262144503,0.9201268940041728,0.9453352769679301,0.9773056264320266,0.9878207634574029,0.9197708474692731,0.9452154857560263 |
| 15,0.19074950850326525,0.1402430695104182,0.922324451893149,0.9460641399416909,0.9779107379347325,0.9874095827418847,0.921859408870385,0.9455081001472754 |
| 16,0.19173615694547533,0.13882749668884556,0.9207083490098164,0.9467930029154519,0.9776180775285328,0.9877835765709866,0.9202301994890191,0.9460458240946046 |
| 17,0.191168249241059,0.13754117918952907,0.920964873277012,0.9453352769679301,0.9777927338764157,0.9879004496425808,0.9206030150753769,0.9448123620309051 |
| 18,0.18873048595214878,0.13981756654842253,0.9223586551287751,0.9453352769679301,0.9783731073452622,0.9876592661221089,0.9219179966978536,0.9444855662472242 |
| 19,0.19039970816815727,0.13393708690457892,0.9230683722680165,0.9511661807580175,0.9779171543316474,0.988471002728455,0.9227387096497179,0.9508437270726339 |
| 20,0.1886889381845701,0.13384573848011194,0.9220422751992339,0.9467930029154519,0.9783297421944188,0.9887684978197859,0.9216099326758553,0.9469090909090909 |
| 21,0.18851448938861634,0.13450837917300076,0.9226750350583165,0.9489795918367347,0.9784135740184345,0.9883286300776035,0.9222702619070131,0.948301329394387 |
| 22,0.18751028372420084,0.1397644239681455,0.9226750350583165,0.9438775510204082,0.9785963369203852,0.9883350049724179,0.922244864618533,0.9444844989185291 |
| 23,0.18757704842560316,0.13256130466351704,0.9234873619044361,0.9482507288629738,0.9785667280226568,0.9887908099516357,0.9230848576536927,0.9478324761204996 |
| 24,0.18770277607335753,0.1357979845505414,0.9227263399117557,0.9460641399416909,0.9785498741229798,0.9884688777635169,0.9221974464714644,0.9460641399416909 |
| 25,0.1863581392493963,0.1353398425933571,0.9238037418339775,0.9482507288629738,0.9788793404137933,0.9885124395447475,0.9234364662720064,0.9483636363636364 |
| 26,0.18420615110185887,0.14155046685270248,0.9249837534630776,0.9424198250728864,0.9793952761659406,0.9878866373704833,0.924578099880501,0.9428778018799711 |
| 27,0.18581719516048345,0.13698511442533387,0.9237267845538187,0.9467930029154519,0.9789779452466503,0.9884996897551189,0.9234058630579265,0.9470630891950689 |
| 28,0.18425983067184118,0.13252408906773994,0.9248811437561993,0.9475218658892128,0.9793347893634089,0.9887865600217596,0.9244580499256189,0.947136563876652 |
| 29,0.18495915091218784,0.13212353425540313,0.9241115709546123,0.9467930029154519,0.9791665277700061,0.9892391775535703,0.9236998890961768,0.9469090909090909 |
| 30,0.18430970521423262,0.12890243684498284,0.9239833088210144,0.9511661807580175,0.9793424826639624,0.9893231136686245,0.9236280540187622,0.9506990434142752 |
| 31,0.1838982511615914,0.13194029050561498,0.924940999418545,0.9482507288629738,0.9794280160512789,0.9888630587595305,0.9246083550913838,0.9475240206947524 |
| 32,0.18290547842928384,0.13082542394236296,0.9243253411772754,0.9504373177842566,0.979600852387402,0.9890351809195148,0.9239494715132767,0.9501466275659824 |
| 33,0.18369765012185232,0.12840869347225473,0.9252744809658994,0.9533527696793003,0.9794289731440773,0.9894197995733071,0.9248587716356695,0.9528718703976435 |
| 34,0.18320441776851862,0.13257058870601238,0.9256592673666929,0.9460641399416909,0.9795751438073387,0.9891520539911092,0.9252733273739944,0.9462209302325582 |
| 35,0.17985989359902607,0.13369113070016003,0.9266768136265691,0.9467930029154519,0.9803058469426976,0.9887408732755909,0.92638031542708,0.9469862018881626 |
| 36,0.18242066704542312,0.1306314041333018,0.9257362246468516,0.9497084548104956,0.9797273287276838,0.9891849909476493,0.9253538921692495,0.9498181818181818 |
| 37,0.18303082494583306,0.13051823008555713,0.9251804220679276,0.9518950437317785,0.9795625560994569,0.989337988423191,0.9248423837419044,0.9511111111111111 |
| 38,0.18136139805610413,0.12837442981605976,0.9255652084687211,0.9518950437317785,0.9799693281428723,0.9896046715229199,0.9251562647774463,0.9512555391432792 |
| 39,0.18148975201810144,0.1306429403907356,0.9260697061942059,0.9467930029154519,0.9799571759158697,0.9891446166138258,0.9257305822323776,0.9461254612546125 |
| 40,0.17934676769857233,0.14537533867897862,0.9271129048808017,0.9409620991253644,0.9804232608059748,0.9883530671743915,0.9267886283603882,0.9420186113099499 |
| 41,0.17940764591583544,0.12568791645087585,0.9262407223723365,0.9518950437317785,0.9803314559383155,0.9898331052537633,0.9258794617539398,0.9516837481698389 |
| 42,0.18107056629153379,0.13271132343972739,0.9263176796524951,0.9467930029154519,0.9799676722041636,0.9894219245382452,0.9259459784635745,0.9472924187725632 |
| 43,0.17952147694171752,0.12523162727713932,0.9267024660532887,0.9518950437317785,0.9803587872622723,0.989962728114986,0.9263282740601956,0.9516129032258065 |
| 44,0.1808621069753358,0.12804140719658433,0.926642610390943,0.9511661807580175,0.980039486042764,0.9895685471189726,0.9262674791367649,0.9509875640087784 |
| 45,0.17865849226533778,0.12606683558086612,0.9270958032629887,0.9504373177842566,0.9805542058702942,0.9897130447347618,0.9267122816668959,0.9502196193265008 |
| 46,0.17709277664536216,0.12949952900235925,0.9284040770256866,0.9518950437317785,0.9808630989798061,0.989336925940722,0.9280750431652822,0.9518950437317785 |
| 47,0.1776126382921709,0.13869572819669462,0.9277285631220713,0.9453352769679301,0.9807427155697823,0.9896365459969911,0.9273496192129829,0.9463902787705504 |
| 48,0.17726845076405065,0.1274495993254831,0.9266853644354756,0.9518950437317785,0.9808809555968733,0.9895111730656443,0.9263110851367379,0.9516837481698389 |
| 49,0.17738705108885555,0.1285623211858919,0.9273694291479974,0.9489795918367347,0.9808116394122064,0.9895122355481135,0.9270700965071951,0.9489795918367347 |
| 50,0.17664882755782685,0.1259572171435064,0.92741218319253,0.9540816326530612,0.9809636039599241,0.989799105814754,0.9269819970926982,0.9539810080350621 |
| 51,0.17600744828802498,0.12716585508501566,0.9278055204022301,0.9497084548104956,0.9811120241202851,0.9897969808498159,0.9273901564340938,0.9498910675381264 |
| 52,0.17542210658560187,0.12426498649592997,0.9281390019495844,0.9540816326530612,0.9812825283378522,0.990067913879421,0.9276764199655766,0.9539810080350621 |
| 53,0.1766666979093038,0.12476968452464735,0.9278568252556691,0.9533527696793003,0.9810123785495447,0.9900339144404118,0.9274554818961144,0.9532846715328467 |
| 54,0.17660799297673369,0.126970670748035,0.9284981359236584,0.9504373177842566,0.9809859233054894,0.9900456017475712,0.9280849014413981,0.9506531204644412 |
| 55,0.17558396369189266,0.12640303398316874,0.9275318945172213,0.9504373177842566,0.9812259422916837,0.9899691030098002,0.9271362616388538,0.9505813953488372 |
| 56,0.17395585639141128,0.1250900527565542,0.9286263980572562,0.9526239067055393,0.9815714387535673,0.9900572890547306,0.9282897619395356,0.9526584122359796 |
| 57,0.17536393163912592,0.12370957225648029,0.9280962479050519,0.9533527696793003,0.9812844947285105,0.9901571624068203,0.9277074252701623,0.9532846715328467 |
| 58,0.17566584592891074,0.12333806076306991,0.9286092964394431,0.9526239067055393,0.9811826397284211,0.9901699121964488,0.9281899109792285,0.9524506217995611 |
| 59,0.17558764315387043,0.1256001479163462,0.9283527721722475,0.9526239067055393,0.9812124197183688,0.98995847818511,0.9279839104762396,0.9525893508388038 |
| 60,0.17575680659326715,0.12565061119765195,0.9283100181277149,0.9518950437317785,0.9811708919809725,0.9900307269930045,0.9279762211569851,0.9518950437317785 |
| 61,0.17540902452454887,0.12461533680905754,0.9288059650442931,0.9518950437317785,0.9812550357192646,0.9901051007658375,0.9284179032618601,0.9518950437317785 |
| 62,0.17541102996259683,0.12432444899318518,0.9282245100386497,0.9533527696793003,0.9812681197408146,0.990126350415218,0.9278270738753611,0.9532846715328467 |
| 63,0.1749994034859829,0.12393498219245551,0.9283100181277149,0.9533527696793003,0.9813248757093408,0.990092350976209,0.9279527017736835,0.9532846715328467 |
| 64,0.17485610548442898,0.12386349512606251,0.9280620446694258,0.9533527696793003,0.9813954807887251,0.9902049741179271,0.9277215048497813,0.9532846715328467 |
| 65,0.1759885422194563,0.12439083941172233,0.92741218319253,0.9533527696793003,0.9811308063901275,0.9901656622665727,0.9270810964034463,0.9532846715328467 |
| 66,0.1759207148018135,0.12433676582383693,0.9277542155487909,0.9533527696793003,0.9811570319026647,0.9901645997841035,0.9273473037930056,0.9532846715328467 |
| 67,0.17424281581552825,0.12447478372397297,0.9291736498272737,0.9533527696793003,0.9815324444971079,0.9901242254502801,0.9287453223794572,0.9532846715328467 |
| 68,0.17385396183986573,0.12418095758809293,0.9288914731333584,0.9533527696793003,0.9815897931466292,0.9901380377223776,0.9286033174216147,0.9532846715328467 |
| 69,0.1750469607995702,0.12394943818145869,0.9287119061463215,0.9533527696793003,0.9813509181385803,0.9901422876522538,0.9283941286105696,0.9532846715328467 |
| 70,0.17642186737588156,0.12356808784882112,0.9287888634264801,0.9533527696793003,0.9810236544041807,0.9901922243282987,0.9284695858313435,0.9532846715328467 |
| 71,0.17437013022288922,0.12374842514449584,0.9286007456305366,0.9533527696793003,0.9815056148974278,0.9901752246087939,0.928130002926443,0.9532846715328467 |
| 72,0.1753760602373747,0.12390452723287633,0.9293446660054041,0.9533527696793003,0.9812637434358219,0.9901667247490417,0.9289026940053863,0.9532846715328467 |
| 73,0.17607059463969202,0.12404029848971798,0.9281732051852105,0.9533527696793003,0.9811083219478821,0.9901656622665727,0.9277854195323246,0.9532846715328467 |
| 74,0.17546011868152164,0.12413608482645135,0.9286434996750692,0.9533527696793003,0.9812536699061651,0.9901624748191655,0.9282440647652132,0.9532846715328467 |
| 75,0.17476058825221047,0.12416948035424548,0.9283356705544344,0.9533527696793003,0.9814359636937233,0.9901592873717584,0.9279109574312526,0.9532846715328467 |
| 76,0.1753198992475364,0.12414770433271939,0.9284639326880323,0.9533527696793003,0.9812443771127117,0.9901614123366964,0.9280950252690205,0.9532846715328467 |
| 77,0.1746743339889128,0.12415588093221014,0.9289085747511715,0.9533527696793003,0.9814541446548435,0.9901603498542274,0.9285087794727157,0.9532846715328467 |
| 78,0.17683591671265333,0.12414996087029793,0.9266084071553169,0.9533527696793003,0.9809634792234599,0.9901635373016345,0.9262951799469304,0.9532846715328467 |
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