| epoch,train_loss,val_loss,train_accuracy,val_accuracy,train_auc,val_auc,train_f1,val_f1 |
| 1,0.561855876877357,0.5879957232808928,0.7101104764510723,0.6916909620991254,0.7894955683599815,0.7666671624918189,0.7152145425220927,0.7181878747501665 |
| 2,0.4772430695953947,0.5427694864592816,0.7760970687827068,0.7332361516034985,0.8600675330644838,0.8137946348885243,0.7775861922518283,0.7530364372469636 |
| 3,0.4510048115443453,0.5190305582114628,0.7926941888702671,0.7536443148688047,0.8755762251405799,0.8375804299229063,0.7932704606306599,0.7731543624161074 |
| 4,0.43618585505951,0.4978960347592657,0.8013903615282005,0.7638483965014577,0.8838705442908159,0.8508922727774991,0.8016058082425795,0.7753120665742025 |
| 5,0.4243389365223497,0.48091473732328277,0.8071194034955707,0.7835276967930029,0.8902436205095778,0.862524330848541,0.8075981541978352,0.7867910983488873 |
| 6,0.41704922661505844,0.4722171941060714,0.8127030817115299,0.7886297376093294,0.8941148516201296,0.8714916828872323,0.8126229704528735,0.7980501392757661 |
| 7,0.4125337591248571,0.4628900372078398,0.8150802065875432,0.7951895043731778,0.8964164025770038,0.8755705530858741,0.8152003007929998,0.8019732205778718 |
| 8,0.40525832469817996,0.455237206668965,0.8178164654376304,0.8053935860058309,0.9002166987072772,0.880416535627162,0.8179223354071238,0.8094218415417559 |
| 9,0.40066104159067467,0.4489890313530802,0.8213821527516503,0.8134110787172012,0.9023953362827745,0.8851562699215464,0.821408113538238,0.8192090395480226 |
| 10,0.3987002587984658,0.4488821252963286,0.8224168006293395,0.8083090379008746,0.9031839645168237,0.8878889748319153,0.822392501624876,0.8194921070693205 |
| 11,0.3959187404802871,0.4395702033800564,0.8241269624106441,0.8177842565597667,0.904529306213073,0.891240044539265,0.8239252144434742,0.824438202247191 |
| 12,0.39253661114674454,0.43245987972087135,0.8250675513903615,0.8185131195335277,0.9061783186116366,0.8940396858451836,0.8251901221908913,0.8173147468818782 |
| 13,0.3890809837185815,0.43033968542129586,0.8263501727263399,0.8221574344023324,0.9078869975937087,0.8951159805863204,0.8264154814004376,0.8216374269005848 |
| 14,0.3875720475916253,0.4262518757633843,0.8291462872387728,0.8243440233236151,0.9086108361290318,0.8977116252581834,0.829030795163816,0.8264938804895609 |
| 15,0.3858707436910956,0.4239013575603941,0.8281201901699901,0.8221574344023324,0.9093974160821298,0.898709296296611,0.8280304909870216,0.8252148997134671 |
| 16,0.38407016799221344,0.4218403394646269,0.8314806580702534,0.826530612244898,0.9101664978344246,0.9001585223843807,0.8312122094517052,0.83 |
| 17,0.3820057802992219,0.41935437326876135,0.8301809351164621,0.826530612244898,0.9111870098389981,0.9011466310805871,0.8301344555065175,0.8302425106990015 |
| 18,0.3805137446807209,0.41884434822696986,0.8318568936621404,0.8323615160349854,0.9117648964751283,0.9031143486132479,0.8315284441398217,0.8387096774193549 |
| 19,0.3801388510077907,0.41455255357586607,0.8326093648459144,0.8330903790087464,0.912066906266823,0.904225705275863,0.8323283541181308,0.8377037562012757 |
| 20,0.3800584075959505,0.41282038794662096,0.8320877655026165,0.8345481049562682,0.9119383139398655,0.9049885676886331,0.8320461173975146,0.8386638237384506 |
| 21,0.3763759372125235,0.4113158142253887,0.8354140301672538,0.8330903790087464,0.9138897052213728,0.9049705054866595,0.8353633502121254,0.8363116511794139 |
| 22,0.3774126897313002,0.4084470134782374,0.8327632794062318,0.8360058309037901,0.9131219028586718,0.9069095359926562,0.8324940047961631,0.8387096774193549 |
| 23,0.3762529633913018,0.40862431418443906,0.8343451790539385,0.8381924198250729,0.9137432318564929,0.9073366539452099,0.8341139701160252,0.843441466854725 |
| 24,0.3742242745850495,0.40767675924926733,0.8353712761227212,0.8360058309037901,0.9146353675197565,0.9075650876760534,0.8351273817169771,0.8409893992932862 |
| 25,0.37332134801069655,0.40622439806732424,0.8363033142935322,0.8389212827988338,0.915110227832143,0.9087858800329793,0.8360874702467592,0.8451296426068675 |
| 26,0.37319427752199613,0.4032883225741956,0.8364743304716626,0.8403790087463557,0.915115326672738,0.9096252411835205,0.836244691053569,0.8439059158945118 |
| 27,0.37152642816815845,0.4012946373519675,0.8383127543865649,0.8411078717201166,0.9159967154049184,0.9106133498797271,0.8381563743741174,0.8445078459343794 |
| 28,0.3723198930095598,0.39902093267996874,0.8364914320894756,0.8389212827988338,0.9154748706832072,0.9114580234426131,0.8361692283966483,0.8406633020908435 |
| 29,0.37285015762910334,0.39971755762141925,0.8370130314327735,0.8396501457725948,0.9150872627231248,0.9113018385196644,0.8368386362274552,0.8421807747489239 |
| 30,0.369391574675364,0.39785556655931054,0.8383213051954715,0.8403790087463557,0.9170443880799277,0.9118001427976438,0.8378721360954864,0.8421052631578947 |
| 31,0.368989738096522,0.3969480384021737,0.8377740534254541,0.8403790087463557,0.916881092694092,0.9117374563319703,0.8375017130327532,0.8411892675852066 |
| 32,0.36816158163224183,0.4003087354297193,0.8389284126278346,0.8432944606413995,0.9174702622040258,0.9122591352242687,0.8387201726071731,0.8495451364590623 |
| 33,0.3677672907655541,0.3953731453627261,0.8388172521120498,0.8389212827988338,0.917447756558044,0.9121847614514361,0.8386572172007669,0.8404332129963898 |
| 34,0.367005803771224,0.39675396150819764,0.8397920443273934,0.847667638483965,0.9178710629827613,0.9131335582962882,0.8397262617621899,0.8533333333333334 |
| 35,0.3678813498800657,0.3942408658151376,0.8388001504942367,0.8425655976676385,0.9173290774897414,0.9132631811575109,0.8386428608110653,0.8452722063037249 |
| 36,0.3679471562559221,0.3944380027038363,0.8395782741047303,0.8454810495626822,0.9175366568062604,0.9141801035282918,0.8395027931527123,0.8504936530324401 |
| 37,0.3681165456922712,0.3903627114984106,0.8385778294626671,0.8411078717201166,0.9171962094658653,0.915027964538585,0.8381265970400096,0.8404099560761347 |
| 38,0.36521604210500186,0.3906330212559714,0.839296097410815,0.8381924198250729,0.9187972530167972,0.9148632797558842,0.8389794204835587,0.8388969521044993 |
| 39,0.3624266687857451,0.3933490860566453,0.8417501795669871,0.8469387755102041,0.9201077340153543,0.9147102822803423,0.8415238780281039,0.852112676056338 |
| 40,0.36340711153446087,0.38954576180905714,0.8403307452885043,0.8396501457725948,0.9194116713512925,0.9147889059830512,0.8399790900754985,0.8379970544918999 |
| 41,0.3645100043614814,0.3896320153777175,0.840963505147587,0.8440233236151603,0.9190160303921737,0.9147368443420683,0.8407360786429299,0.8464849354375896 |
| 42,0.36377804346073506,0.3890852703992549,0.8403820501419434,0.8440233236151603,0.9191756120532258,0.915131025338082,0.8401674786584583,0.8471428571428572 |
| 43,0.36418748097730924,0.38901319743592955,0.8409549543386804,0.8454810495626822,0.9190343469109752,0.9158981376807283,0.840652468173329,0.849645390070922 |
| 44,0.36326111892418106,0.38835505076817106,0.8405787187467935,0.8469387755102041,0.9194567428911145,0.916971244974458,0.8403274982015004,0.8516949152542372 |
| 45,0.3614853697529805,0.38873761744610424,0.8420751103054349,0.847667638483965,0.9203634102793204,0.9160171357172607,0.8417706878678581,0.8518781006378455 |
| 46,0.36281424263586454,0.3856670222198998,0.8416732222868283,0.8454810495626822,0.9198192482593011,0.9168203724638544,0.8414807458520966,0.846820809248555 |
| 47,0.36111468517670625,0.38446827437022685,0.8436228067175154,0.8469387755102041,0.9207348222404896,0.9173622385230644,0.8433495511546631,0.8480463096960926 |
| 48,0.36337511747587226,0.384911203523419,0.8412200294147827,0.8454810495626822,0.9192666323826326,0.9168958087191561,0.8409793527502548,0.847041847041847 |
| 49,0.3612357760588211,0.38645779652081147,0.8431097581831242,0.847667638483965,0.9205143127391853,0.9174727366998445,0.8429781771501925,0.8525052928722654 |
| 50,0.36178100999948914,0.38521545473757707,0.8406727776447652,0.847667638483965,0.9200558942428233,0.9179370415388145,0.840496836987134,0.8518781006378455 |
| 51,0.3594272619445693,0.3827769665954412,0.8438023737045525,0.8454810495626822,0.92135149475153,0.9181591003748438,0.8434395810656771,0.847041847041847 |
| 52,0.3607371620239856,0.38233908541696066,0.8420922119232479,0.847667638483965,0.9205218603920037,0.9180560395753471,0.841795954732757,0.8477785870356883 |
| 53,0.3599881560561407,0.3829447522802881,0.8431439614187503,0.847667638483965,0.9210294329517547,0.9176012970785983,0.8427486412810534,0.848 |
| 54,0.35989491278994656,0.38193691280770925,0.8432636727434415,0.8491253644314869,0.9209531661822444,0.918381159210873,0.842865960292151,0.8492352512745812 |
| 55,0.3614334755124148,0.38414028417264756,0.8429900468584328,0.8513119533527697,0.9204306977782131,0.9186435923807257,0.8425997359803871,0.856338028169014 |
| 56,0.36053437035122177,0.38114802291719974,0.8427677258268632,0.8462099125364432,0.9207389708612217,0.9187647153821963,0.8427999863215129,0.8485283560660445 |
| 57,0.35769251719212475,0.38100014874608457,0.8449994869514657,0.847667638483965,0.9220619623568129,0.9185192819318482,0.8447565623260395,0.8482207697893972 |
| 58,0.35897944804055343,0.3793331847767788,0.8433833840681328,0.8483965014577259,0.9213051607851033,0.9195934517080468,0.843090893514949,0.8492753623188406 |
| 59,0.35991388935068624,0.3812267053926651,0.8436570099531415,0.8491253644314869,0.9210414411395813,0.9195955766729849,0.8433435577565673,0.8526690391459075 |
| 60,0.35942256185931554,0.38062110934243604,0.8439135342203372,0.847667638483965,0.9211109199349727,0.9193745803194245,0.8436943416906425,0.8512455516014235 |
| 61,0.36029058398722413,0.3799420934898165,0.843255121934535,0.8498542274052479,0.9208079474936381,0.919923883755918,0.8429583558217036,0.8528571428571429 |
| 62,0.3589072741050011,0.3827505906712557,0.8430242500940589,0.8498542274052479,0.9213846022657906,0.9194277044428767,0.842871082048034,0.8545197740112994 |
| 63,0.3577036887879255,0.37971742811772985,0.8446660054041112,0.8462099125364432,0.921883940025426,0.9197953233771643,0.8443439069113842,0.8493932905067809 |
| 64,0.3589926108793859,0.37832257916211387,0.8434432397304785,0.8505830903790087,0.9212963191194243,0.919978070361839,0.8431763869497811,0.8493754592211609 |
| 65,0.3580915780205584,0.3794987804688101,0.8439306358381503,0.8454810495626822,0.9217734861058829,0.9194489540922575,0.8434540963359407,0.8485714285714285 |
| 66,0.3573816287020927,0.37830209297619477,0.8438707801758046,0.8462099125364432,0.9220920801442187,0.9206049350185722,0.8438213683913405,0.8491779842744818 |
| 67,0.35775957986374546,0.3782217535611144,0.8452047063652222,0.8491253644314869,0.921908655100757,0.9196338260418704,0.8451398215553597,0.847682119205298 |
| 68,0.35746710607245263,0.3784333258954151,0.8451277490850635,0.8469387755102041,0.92203476234979,0.9196996999549508,0.8448677538714541,0.8482658959537572 |
| 69,0.3574465818061757,0.3774882291739606,0.8445291924616068,0.847667638483965,0.9220388821626866,0.9206793087914048,0.8444201050776102,0.8506075768406004 |
| 70,0.3575550223781516,0.37806841800581265,0.844007593118309,0.8454810495626822,0.9219079688308558,0.9204073132793309,0.843838008577225,0.8487874465049928 |
| 71,0.35760522631726815,0.37634308371182434,0.84493963128912,0.8469387755102041,0.9220146087100067,0.9206676214842456,0.8447006029049055,0.8478260869565217 |
| 72,0.3568581372104983,0.37719964407623335,0.8448626740089612,0.8498542274052479,0.9223406919080945,0.9207473076694235,0.8446434840687429,0.8532763532763533 |
| 73,0.3567823750965327,0.37724767151796434,0.8452731128364743,0.8462099125364432,0.9222165441767849,0.9205443735178369,0.8451367195857761,0.8485283560660445 |
| 74,0.35622129787656504,0.37751275813614316,0.8455638403392961,0.847667638483965,0.9225335303869591,0.9211329888056847,0.8454038877999093,0.8516678495386799 |
| 75,0.3556551364743808,0.37768876404873486,0.8450593426138112,0.8498542274052479,0.9227250581824389,0.9209948660847096,0.8446768386764958,0.8536931818181818 |
| 76,0.3551444449778086,0.3778489228587804,0.8452474604097547,0.8505830903790087,0.9229380052614257,0.9212987360708547,0.8450354488474844,0.8551236749116607 |
| 77,0.354333275256268,0.37602417583715814,0.8455723911482026,0.8491253644314869,0.9234559294853638,0.9209884911898953,0.8453475825926117,0.8522483940042827 |
| 78,0.35867577434548376,0.3736913421411208,0.8445120908437939,0.8527696793002916,0.9213587916153263,0.9222241583013879,0.8442697360533031,0.8527696793002916 |
| 79,0.35714586032282153,0.37377355619178915,0.8457006532818004,0.8527696793002916,0.9221834248176786,0.9220212241498015,0.8455143955413631,0.8510324483775811 |
| 80,0.3562274202146343,0.37573634109761206,0.8453842733522591,0.8462099125364432,0.9224993388499462,0.9212753614565358,0.8450131998491446,0.8489620615604867 |
| 81,0.355526549087021,0.3803327631846114,0.8458374662243048,0.8513119533527697,0.9228822539113142,0.9215547943458933,0.8455429428143071,0.8573426573426574 |
| 82,0.354669919569352,0.37566600674790473,0.8457348565174265,0.8491253644314869,0.9232791358008359,0.9223431563379204,0.8455195444620457,0.8539167254763586 |
| 83,0.35370011128658235,0.3745832526649053,0.8468293600574615,0.8483965014577259,0.9238541556917832,0.9215133575296008,0.846531472485671,0.8503597122302158 |
| 84,0.3564889066791055,0.3740010542181421,0.8450678934227178,0.8513119533527697,0.9224068969927941,0.9218267898579673,0.8446494559858702,0.8521739130434782 |
| 85,0.35338501761516344,0.3739495792646102,0.8467267503505832,0.8520408163265306,0.9238647272899,0.9220679733784393,0.8462653413038072,0.8538516918646508 |
| 86,0.35352384894357464,0.374064365124911,0.8463847179943222,0.8505830903790087,0.9238658630790162,0.9220754107557224,0.8461782157871753,0.8526240115025162 |
| 87,0.3544853708566032,0.37415874360601686,0.8470602318979376,0.8483965014577259,0.923388547081471,0.9221944087922548,0.8467693572982883,0.8510028653295129 |
| 88,0.35584653741146366,0.3738510159466079,0.8457947121797722,0.8505830903790087,0.9227830942717227,0.922279407389778,0.8456997159382593,0.8528356066044508 |
| 89,0.35523656851885627,0.3734220500068831,0.8464103704210418,0.8527696793002916,0.9229611803605519,0.9223516561976727,0.8461314418859649,0.8544668587896254 |
| 90,0.35398966614034005,0.37389782357841467,0.8468293600574615,0.8491253644314869,0.9235987707232877,0.9222889697319994,0.8464525419806105,0.8518253400143164 |
| 91,0.35491860654337215,0.37329215958236606,0.8457690597530526,0.8505830903790087,0.9231291702536614,0.9223452813028584,0.8456093197634108,0.8517715112075199 |
| 92,0.3540895067683632,0.37365152988767486,0.8465899374080788,0.8520408163265306,0.9236693730242511,0.9222485953981758,0.8462309835011785,0.8538516918646508 |
| 93,0.35318438992004664,0.37363113371693357,0.8467951568218354,0.8520408163265306,0.9240028829407427,0.9222082210643524,0.8465944603792971,0.8538516918646508 |
| 94,0.3542587288848091,0.37311737886670726,0.8464274720388548,0.8513119533527697,0.9234313145794089,0.9222475329157069,0.8462249773104783,0.8517441860465116 |
| 95,0.3542730838430398,0.3735320395179115,0.8472911037384137,0.8505830903790087,0.9235862048040733,0.9221497845285553,0.8469993574641251,0.852198990627253 |
| 96,0.35295392518804025,0.3734593766771322,0.8474450182987311,0.8527696793002916,0.9239809708531519,0.9223155317937253,0.8470618490420471,0.8544668587896254 |
| 97,0.3550902125275763,0.37365955905038484,0.8460597872558744,0.8505830903790087,0.9232175692162989,0.9222464704332379,0.845955728208507,0.8526240115025162 |
| 98,0.3535274864201279,0.37312457443326275,0.8462564558607244,0.8505830903790087,0.9238383622713995,0.9223325315132301,0.8459825252698304,0.8517715112075199 |
| 99,0.35605780501985745,0.3733544738056361,0.8446660054041112,0.8527696793002916,0.9226198426094541,0.9222964071092827,0.8444585245564765,0.8544668587896254 |
| 100,0.35422573690865056,0.37350590088277097,0.8461281937271266,0.8520408163265306,0.9234803930405094,0.9221434096337411,0.8459187080975091,0.8536409516943042 |
|
|
