| epoch,train_loss,val_loss,train_accuracy,val_accuracy,train_auc,val_auc,train_f1,val_f1 |
| 1,0.5306645242214203,0.6155656089782715,0.7619,0.668,0.848523175,0.732696,0.7630963633650067,0.697632058287796 |
| 2,0.42609691562652585,0.5649466252326966,0.81605,0.714,0.901309455625,0.80128,0.8175732632518471,0.7418772563176895 |
| 3,0.3881507407903671,0.5176034150123596,0.835075,0.756,0.9171828421875,0.84178,0.8363230368440641,0.7658349328214972 |
| 4,0.3646264710187912,0.495773844242096,0.84695,0.773,0.9264329862499999,0.8644459999999999,0.8478968421575691,0.7888372093023256 |
| 5,0.3479168250322342,0.4673104796409607,0.85455,0.795,0.932782930625,0.8830899999999999,0.8555503140750305,0.8045757864632984 |
| 6,0.336492059469223,0.44408700394630435,0.860525,0.814,0.936996915625,0.895844,0.8616525318652978,0.8162055335968379 |
| 7,0.3275547941684723,0.43072134494781494,0.8642,0.823,0.9399103240625,0.9040279999999999,0.8652543844417434,0.8269794721407625 |
| 8,0.32045901923179626,0.4151218011379242,0.8688875,0.835,0.9422510628125,0.9128259999999999,0.8695835975480871,0.8364717542120912 |
| 9,0.3114997472047806,0.4046479909420013,0.8728875,0.842,0.94557336625,0.9171600000000001,0.8737758027878803,0.8423153692614771 |
| 10,0.3073956008195877,0.3971147859096527,0.8738,0.845,0.9466810959375,0.9210099999999999,0.8746305724574692,0.8454636091724825 |
| 11,0.3012462942481041,0.3867007691860199,0.87825,0.851,0.9489049481249999,0.9261680000000001,0.8790572925720813,0.8514456630109671 |
| 12,0.29635821887254715,0.37974174523353577,0.87935,0.855,0.95050371,0.9291320000000002,0.8802273347727894,0.8554336989032901 |
| 13,0.2909491402745247,0.3723213038444519,0.8820125,0.858,0.9522201290624999,0.9326920000000001,0.8827642740923826,0.8585657370517928 |
| 14,0.28871796892881396,0.36554377794265747,0.8839125,0.865,0.9528794568750001,0.935162,0.884726618258549,0.8648648648648649 |
| 15,0.28457261399030687,0.36607027339935305,0.886275,0.866,0.9542766793749999,0.937388,0.8869841743062284,0.8693957115009746 |
| 16,0.2828723342657089,0.3568829379081726,0.8873375,0.868,0.95476269375,0.938312,0.8881053768513576,0.8682634730538922 |
| 17,0.27784054223299026,0.3513906650543213,0.8879375,0.875,0.9562700365625001,0.941788,0.8886847039249041,0.8751248751248751 |
| 18,0.27549238798618314,0.3488581178188324,0.8898875,0.876,0.9570814228125,0.9425599999999997,0.8904966125924545,0.8764940239043825 |
| 19,0.2729510658979416,0.3450114495754242,0.891275,0.876,0.95770068125,0.9438099999999999,0.8920093365117203,0.8762475049900199 |
| 20,0.2725044167637825,0.33835365128517153,0.89125,0.88,0.9576929543750001,0.94659,0.891858297078931,0.8795180722891566 |
| 21,0.2687708772301674,0.3389710118770599,0.892075,0.882,0.9588940078125,0.946162,0.8927426768366916,0.882703777335984 |
| 22,0.2680437199950218,0.334920022726059,0.8939875,0.882,0.959094020625,0.9466180000000001,0.8946420363491807,0.8812877263581489 |
| 23,0.26462068642377856,0.32817071533203124,0.8938,0.885,0.96021040375,0.9490180000000001,0.8943520107438633,0.8825331971399387 |
| 24,0.2661576322078705,0.3286034359931946,0.8938625,0.887,0.9592974459375,0.949136,0.8943971146073005,0.8862034239677744 |
| 25,0.2629214440226555,0.32427314949035646,0.89625,0.887,0.960435804375,0.950552,0.8967944094899406,0.8864321608040201 |
| 26,0.2609453061103821,0.3249350609779358,0.895325,0.889,0.96107212,0.9503199999999999,0.8957472237438374,0.8895522388059701 |
| 27,0.2578112833380699,0.32151922607421873,0.8981625,0.89,0.9622282246875,0.9521860000000001,0.8986199773521982,0.8908730158730159 |
| 28,0.2573415271639824,0.3225535793304443,0.898225,0.89,0.9621777121874999,0.952294,0.8988294937746962,0.8913043478260869 |
| 29,0.25665323561429976,0.31496018242836,0.898325,0.896,0.9622233131250001,0.953836,0.8988736106621578,0.8957915831663327 |
| 30,0.2528492768764496,0.3121935348510742,0.899225,0.897,0.9637137353125,0.9545580000000001,0.8997238737282022,0.8966900702106319 |
| 31,0.2559170343995094,0.3087275004386902,0.8999,0.897,0.9622496784375,0.9555379999999999,0.9003707482146857,0.8964824120603015 |
| 32,0.25291192663908,0.30909214186668393,0.9003875,0.897,0.9635094028125,0.95573,0.9008201719996515,0.8971028971028971 |
| 33,0.2514876846075058,0.30690198683738706,0.89985,0.895,0.9637265371874999,0.956528,0.9002713535313301,0.8955223880597015 |
| 34,0.24980756423473358,0.304890013217926,0.9017875,0.898,0.9643793037499999,0.956348,0.9021190716448032,0.89738430583501 |
| 35,0.25058717205524444,0.3020667552947998,0.9014375,0.897,0.9639778759375001,0.9577040000000001,0.9017922754050991,0.8968968968968969 |
| 36,0.2506847344994545,0.2999251480102539,0.901075,0.901,0.9638407440625001,0.958,0.9014764833304285,0.900100908173562 |
| 37,0.24945645134449004,0.29906749331951143,0.9011,0.901,0.964110125625,0.958378,0.9014007277802701,0.9005025125628141 |
| 38,0.24810835270881654,0.2991458628177643,0.901175,0.9,0.964567963125,0.9588479999999998,0.9015613716164056,0.9001996007984032 |
| 39,0.24608226311206818,0.2993747215270996,0.90305,0.899,0.96524700375,0.9584340000000002,0.903371290459223,0.8991008991008991 |
| 40,0.24565791002511977,0.29527987122535704,0.9021125,0.901,0.9651654125,0.959502,0.9025279745086568,0.9005025125628141 |
| 41,0.24222963572740555,0.2958903920650482,0.9037,0.9,0.9664266246874998,0.958948,0.9040454364288562,0.8995983935742972 |
| 42,0.2466731812596321,0.2949236273765564,0.90275,0.902,0.9646790381250001,0.959562,0.903202528180755,0.9018036072144289 |
| 43,0.24265385516881943,0.29173494899272917,0.9039125,0.903,0.966095034375,0.9600879999999999,0.9043227163536338,0.9021190716448032 |
| 44,0.24131254798173904,0.2929763448238373,0.905225,0.902,0.966546136875,0.960354,0.9055579083729852,0.9023904382470119 |
| 45,0.24222781168222426,0.2877243745326996,0.9045,0.903,0.9660319303125,0.961336,0.9048425667596652,0.9023162134944612 |
| 46,0.24010582387447357,0.2879816017150879,0.9052375,0.904,0.9668885337500001,0.9611999999999998,0.9056044626514426,0.9036144578313253 |
| 47,0.23820920575857163,0.29055875313282015,0.9058,0.903,0.9673541703124999,0.9609459999999999,0.9060700486102455,0.9038652130822596 |
| 48,0.2386807940006256,0.28531403255462645,0.9057,0.905,0.967233708125,0.962146,0.9060616625989939,0.9049049049049049 |
| 49,0.23707874667644502,0.28301284050941466,0.9063375,0.904,0.9675072865625001,0.9621020000000001,0.9066885842019402,0.9030303030303031 |
| 50,0.23899234962463378,0.28255347084999083,0.905625,0.906,0.9668955715625001,0.9624480000000001,0.905855653648561,0.9054325955734407 |
| 51,0.2383834342479706,0.2802091302871704,0.9056625,0.906,0.966997590625,0.9625520000000001,0.9059388047610145,0.9048582995951417 |
| 52,0.2381765914440155,0.28165189385414124,0.9055875,0.904,0.967082076875,0.9622419999999999,0.9059203069142907,0.9030303030303031 |
| 53,0.23658541804552077,0.28519607019424437,0.906925,0.906,0.9675641140625,0.962332,0.9071941370026922,0.9063745019920318 |
| 54,0.2366858370423317,0.27899627470970156,0.9074875,0.908,0.967476089375,0.9636520000000001,0.9077791484430489,0.9076305220883534 |
| 55,0.2345900423169136,0.2809710017442703,0.9074,0.908,0.9682224571874999,0.9629680000000002,0.9076286191675603,0.9078156312625251 |
| 56,0.2353571300983429,0.2791997010707855,0.9075125,0.905,0.9679451809375,0.9640120000000001,0.9077281853667053,0.9050949050949051 |
| 57,0.23438931431770324,0.2786913468837738,0.9075875,0.91,0.968215106875,0.963688,0.9077984111345297,0.9096385542168675 |
| 58,0.23167051755189896,0.27573470890522,0.909725,0.908,0.9689281887500001,0.963938,0.9099186748490745,0.9074446680080482 |
| 59,0.23458036105632782,0.2763627712726593,0.908525,0.907,0.9679117253125,0.964194,0.9088031503913065,0.9067201604814443 |
| 60,0.23154944578409195,0.27313918256759645,0.90965,0.911,0.9689828584375,0.9649339999999998,0.9098820537116924,0.9101917255297679 |
| 61,0.23171374607086181,0.2734187126159668,0.9094625,0.908,0.9688681471875,0.964648,0.909671384922367,0.9074446680080482 |
| 62,0.2316950049161911,0.2730968165397644,0.908725,0.908,0.9687928115625,0.96476,0.9089185480853187,0.9074446680080482 |
| 63,0.23164006093740463,0.2731904902458191,0.9075625,0.909,0.9689097084375,0.964622,0.9078240492602241,0.9083585095669687 |
| 64,0.23255457342863084,0.27325929152965545,0.90785,0.91,0.9685498540625,0.965002,0.9080293427815759,0.9098196392785571 |
| 65,0.22988265501856803,0.2723526146411896,0.9099,0.911,0.9694750784374999,0.9649580000000001,0.9100551548578701,0.9107321965897693 |
| 66,0.2294619306564331,0.27167744719982145,0.9095375,0.911,0.9694369003124998,0.9652960000000002,0.9097844650269886,0.9105527638190954 |
| 67,0.22993120900392533,0.2696201820373535,0.9098375,0.91,0.9692723146875,0.9654860000000001,0.9099736648319416,0.9092741935483871 |
| 68,0.2307674518942833,0.26920290958881377,0.9076,0.912,0.9689900790624999,0.965702,0.9077683228108702,0.9114688128772636 |
| 69,0.22988972327709198,0.2684380053281784,0.9100125,0.912,0.9691877590625,0.9657520000000002,0.9103095994518159,0.9111111111111111 |
| 70,0.22966726604700088,0.26734125113487245,0.91035,0.913,0.96921688625,0.966356,0.9106426453365228,0.9127382146439318 |
| 71,0.2275011068701744,0.26563807964324954,0.91105,0.91,0.9698818950000002,0.966806,0.9113337320574163,0.9098196392785571 |
| 72,0.22820781213045122,0.26763214087486265,0.9113625,0.912,0.9696716706249999,0.9665119999999999,0.9116044827285307,0.912 |
| 73,0.22481430405378341,0.2657406342029571,0.9119625,0.913,0.9707822709375,0.9667340000000001,0.9122378537339099,0.9127382146439318 |
| 74,0.22820160410404206,0.2661508024930954,0.9103,0.911,0.9696079628125001,0.9667800000000001,0.9105526886545509,0.9109109109109109 |
| 75,0.22755598981380462,0.26632899260520937,0.9102875,0.913,0.9698100771875,0.9664439999999999,0.9105212631998902,0.9127382146439318 |
| 76,0.22659177352190019,0.26281575798988344,0.910975,0.915,0.9700965071875001,0.9672859999999999,0.9112014363373397,0.914572864321608 |
| 77,0.22586157581806182,0.26165242755413054,0.910675,0.914,0.9703363746875,0.9672960000000002,0.9108910891089109,0.9133064516129032 |
| 78,0.22728246257305146,0.2635165960788727,0.9091375,0.915,0.9697156615625,0.966896,0.9093222559035964,0.914572864321608 |
| 79,0.22621234174966812,0.26472598600387576,0.9117375,0.914,0.9700706406249999,0.966836,0.9119960117155854,0.9136546184738956 |
| 80,0.2242171278655529,0.2639454369544983,0.9120375,0.914,0.9707077115624999,0.966822,0.9122470102629971,0.9136546184738956 |
| 81,0.2244237296819687,0.2605468157529831,0.9121375,0.914,0.9706814540625,0.9676259999999999,0.9122614307290952,0.9136546184738956 |
| 82,0.2244793955206871,0.2587185649871826,0.91315,0.917,0.9705084825000001,0.96784,0.9133492966177791,0.916076845298281 |
| 83,0.22461648367643355,0.26365248250961304,0.9124875,0.912,0.97052904625,0.9670739999999999,0.9125934804050089,0.9118236472945892 |
| 84,0.22650478099584578,0.26114237356185915,0.91115,0.914,0.9698906946875,0.9673560000000001,0.9113848301999701,0.9134808853118712 |
| 85,0.22581574642658234,0.25859295320510867,0.9120125,0.915,0.9701088775,0.968128,0.912134413501267,0.914572864321608 |
| 86,0.22424115859270097,0.2585708637237549,0.9116125,0.915,0.9705102665625001,0.9685199999999999,0.9118230225337008,0.914914914914915 |
| 87,0.2258148946404457,0.2578475251197815,0.9116125,0.915,0.9699566446875001,0.9683320000000001,0.9118098255154092,0.914572864321608 |
| 88,0.22288385282754897,0.2589539122581482,0.912875,0.914,0.9710264121875001,0.968018,0.91306408561379,0.9136546184738956 |
| 89,0.22123269226551057,0.2571140341758728,0.91395,0.914,0.9715379153125,0.9681680000000001,0.9141752898641067,0.9136546184738956 |
| 90,0.22250539249181747,0.25692597770690917,0.9126375,0.917,0.9710224484375001,0.968154,0.9127127852227453,0.9164149043303121 |
| 91,0.22399227241277694,0.2598179349899292,0.9129,0.915,0.9705484015625001,0.968102,0.9130651761652859,0.9147442326980942 |
| 92,0.22179401241540908,0.25767010712623595,0.9136,0.915,0.9712176646874999,0.968066,0.9137810597744737,0.914572864321608 |
| 93,0.22007489975690842,0.2610309808254242,0.9141,0.914,0.9717038993749998,0.968262,0.9142329389446359,0.9141716566866267 |
| 94,0.22255019718408584,0.25669859766960146,0.913475,0.916,0.9709167646875001,0.9684980000000001,0.9137380987986641,0.9156626506024096 |
| 95,0.22129926722049714,0.25627032804489136,0.9143125,0.916,0.9713449987499999,0.968654,0.9144525838938737,0.9158316633266533 |
| 96,0.22044130355119707,0.25285015296936036,0.913275,0.921,0.9715717646874998,0.968954,0.913443784619991,0.9199594731509625 |
| 97,0.22166677891016007,0.2525904941558838,0.9128,0.921,0.97111737875,0.969364,0.912987077782767,0.9201213346814965 |
| 98,0.22234717347621918,0.25297019743919374,0.9132,0.92,0.9709768059375,0.969134,0.9132997053388603,0.9191919191919192 |
| 99,0.22224331490993499,0.2553001914024353,0.913,0.918,0.9709497315625,0.969058,0.9131237985870135,0.9178356713426854 |
| 100,0.22098132938146592,0.2531543447971344,0.91295,0.919,0.9712989021875,0.969262,0.9130912267565207,0.918429003021148 |
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