| epoch,train_loss,val_loss,train_accuracy,val_accuracy,train_auc,val_auc,train_f1,val_f1 | |
| 1,0.29145442796129817,0.2269907153643255,0.8623319766049868,0.9081632653061225,0.9466478216786088,0.9874839565147174,0.8610343875155365,0.9142857142857143 | |
| 2,0.20204957357614822,0.10167550577974875,0.9114991278174915,0.9635568513119533,0.9747509783167152,0.9931969247507415,0.9106310226919491,0.9633431085043989 | |
| 3,0.17887086618263434,0.10648491796182126,0.9244108492663407,0.9577259475218659,0.9801585840676545,0.9932181744001223,0.9235849382801424,0.956973293768546 | |
| 4,0.16577725969266438,0.13664596892741263,0.9303109074118412,0.9467930029154519,0.9829345377749036,0.9910804596724153,0.9295518982089759,0.9483368719037509 | |
| 5,0.15496329781000961,0.11067834930934295,0.9354670451824743,0.9599125364431487,0.9851292290649301,0.9946939625496178,0.934942459376751,0.9605734767025089 | |
| 6,0.14839284566777405,0.12546293252845547,0.9377330095427028,0.9497084548104956,0.9863448689669855,0.9933637344983808,0.9371970677015955,0.9510985116938342 | |
| 7,0.13993086738980623,0.08488189991639584,0.9415637719328248,0.9642857142857143,0.9878184945854998,0.9957883194927284,0.9411430343116991,0.9644153957879448 | |
| 8,0.13663571901683397,0.08697146258748654,0.9430259602558402,0.9635568513119533,0.9883418879111432,0.995857380853216,0.9425707415036932,0.9637155297532656 | |
| 9,0.13304687339368979,0.07450944367720157,0.9444710469610426,0.9686588921282799,0.9889594265582636,0.9965947436867292,0.9440808734887887,0.9686817188638019 | |
| 10,0.1299397553877151,0.07181748729362085,0.9463436741115709,0.9708454810495627,0.9894615320635669,0.9973161692832069,0.9459624708283458,0.9711399711399712 | |
| 11,0.12500852142336508,0.09628865459483149,0.9483702158224168,0.9628279883381924,0.9902504191294349,0.9953410143732628,0.9480083351989943,0.9632299927901946 | |
| 12,0.12014142812203286,0.07017097205640449,0.9506190785648322,0.9730320699708455,0.9909755883820177,0.9969517377963264,0.9502879425664333,0.9728937728937729 | |
| 13,0.11813922882855793,0.10989063135388989,0.9515083626911106,0.956997084548105,0.9912938098195209,0.9963078734200885,0.9512125878577757,0.958303886925795 | |
| 14,0.11611644936989314,0.060274891091005624,0.9523035879194172,0.9752186588921283,0.9916136222684293,0.9982798408826256,0.9520419568394807,0.9754335260115607 | |
| 15,0.11372668762419379,0.058446260141996186,0.9529277969695933,0.9788629737609329,0.9919547533927702,0.9980407823270915,0.9526439391984309,0.978909090909091 | |
| 16,0.11348895668651156,0.11504732571954977,0.9536033108732086,0.9577259475218659,0.9918929740397044,0.9955853853411419,0.9532821325251412,0.9588652482269504 | |
| 17,0.1095430688082603,0.061709550733382086,0.95509970243185,0.9737609329446064,0.9924817879117946,0.997915409395745,0.9548289418221545,0.9738372093023255 | |
| 18,0.10819893803116329,0.06419725399043509,0.9558179703799979,0.9759475218658892,0.9926413665019607,0.9971982337291434,0.9555278220080045,0.9759650400582666 | |
| 19,0.10534134136542372,0.048838651649458414,0.9571689981872286,0.9803206997084548,0.9930328581091843,0.9986166478253109,0.9569129398811214,0.9802197802197802 | |
| 20,0.10514715186596389,0.05290277775834551,0.9566217464172111,0.9788629737609329,0.9930816764223723,0.9981013438278268,0.9563879265136992,0.9788475565280816 | |
| 21,0.10394048473272813,0.059950689206839304,0.9577761056195916,0.978134110787172,0.9932008848529255,0.9972800448792596,0.95754011246969,0.9781021897810219 | |
| 22,0.10062678119293637,0.0480658602479943,0.9588193043061873,0.9825072886297376,0.9936592004014908,0.9985443990174162,0.9586012447134065,0.982532751091703 | |
| 23,0.09962694599266829,0.08769501168986799,0.9593665560762048,0.9642857142857143,0.9937719400838347,0.9965224948788345,0.9591282060103555,0.9651741293532339 | |
| 24,0.09795052473298477,0.05549548572857943,0.9604012039538941,0.9795918367346939,0.9939670729532274,0.9975392906017051,0.9601973373213349,0.9796215429403202 | |
| 25,0.09846853324300911,0.05438389996224172,0.9600591715976331,0.9803206997084548,0.9938774731279374,0.9976667884979898,0.9598521638231123,0.9803063457330415 | |
| 26,0.09525587915044993,0.04732373579196176,0.9610681670486028,0.9810495626822158,0.9943149256620569,0.998217154416952,0.9608610062839017,0.9808823529411764 | |
| 27,0.09438318994134388,0.05725980864745448,0.9613246913157985,0.9774052478134111,0.9944237603472904,0.9977039753844061,0.9611329283068806,0.9776496034607065 | |
| 28,0.0953016054101448,0.04482401199856061,0.9608800492526594,0.9803206997084548,0.9943009766742883,0.9988992681620753,0.9606658011709984,0.9803921568627451 | |
| 29,0.09261291457813667,0.05096099536550983,0.9630947087594487,0.9795918367346939,0.9946161501843357,0.9987462706865338,0.9629209621993127,0.9797979797979798 | |
| 30,0.09029058309192105,0.049803554582743534,0.9633170297910182,0.9832361516034985,0.9948369229044387,0.9986070854830895,0.9631101021566402,0.9831748354059985 | |
| 31,0.09143641128905206,0.04432327675282868,0.9630776071416356,0.9839650145772595,0.9947710997794625,0.9988036447398617,0.9629076040270762,0.983941605839416 | |
| 32,0.09062160272046113,0.04714706765912723,0.9637445702363444,0.9817784256559767,0.9947959025943932,0.9986081479655585,0.9635494575402761,0.9818971759594497 | |
| 33,0.08836965283034487,0.03254114539069246,0.9642148647262031,0.9868804664723032,0.9950900234262274,0.9992987615704341,0.9640467006297196,0.9868995633187773 | |
| 34,0.08933821861992217,0.04119756786999871,0.9635393508225878,0.9846938775510204,0.9949931605168868,0.9989810793121914,0.9633676975945017,0.9847494553376906 | |
| 35,0.08831159190945338,0.033931745015323686,0.9639241372233813,0.989067055393586,0.9950557021808398,0.9993030115003102,0.9637147059076484,0.9890909090909091 | |
| 36,0.08774512386364935,0.057267868484074454,0.9647535656873141,0.9817784256559767,0.995151173832597,0.9986262101675323,0.9645541319116003,0.9819233550253073 | |
| 37,0.08685428993263906,0.036162022510733534,0.964573998700277,0.9861516034985423,0.9952607266664529,0.9991000773487237,0.9643940630989111,0.9862218999274837 | |
| 38,0.08388243771738575,0.041764807689163845,0.9658993740807881,0.9832361516034985,0.9955869784708045,0.998943892425775,0.9657635383400295,0.9831006612784717 | |
| 39,0.08456420776779766,0.0455608130500546,0.966472278277525,0.9846938775510204,0.9955322102429058,0.9989577046978724,0.9663199305955213,0.9846827133479212 | |
| 40,0.07450469075414327,0.040536254166514116,0.9697728905154428,0.9868804664723032,0.9965213971631838,0.999136201752671,0.9696678479187939,0.9868995633187773 | |
| 41,0.06978176950217801,0.047243893678699224,0.97191914355098,0.9846938775510204,0.9969264979134604,0.9982044046273237,0.9718097069376964,0.9847715736040609 | |
| 42,0.06850260023473491,0.04075182299876352,0.9721927694359886,0.9839650145772595,0.9970457331045915,0.9991330143052639,0.9721030779260886,0.9840348330914369 | |
| 43,0.06811601509771,0.03997669918531363,0.9724150904675583,0.9868804664723032,0.997076006044856,0.9990894525240335,0.9723251664264635,0.9868995633187773 | |
| 44,0.06806967132065916,0.03781464079031096,0.9726716147347539,0.9861516034985423,0.9970822718221248,0.9991606388494589,0.9725858194232386,0.9862218999274837 | |
| 45,0.0670293473860013,0.03742438893624019,0.9728169784861648,0.9854227405247813,0.9971530266437589,0.9992541373067344,0.9727051833535104,0.9854439592430859 | |
| 46,0.06626332356828091,0.03850126091483166,0.9731846632691452,0.9854227405247813,0.9972171325585393,0.9992127004904419,0.9731050925370063,0.9854439592430859 | |
| 47,0.06726663148398683,0.03823723487621146,0.9732445189314909,0.9861516034985423,0.9971340963864588,0.9992084505605658,0.9731400169967294,0.9861818181818182 | |
| 48,0.06450882592521447,0.040102039715825,0.9743475732804323,0.9868804664723032,0.9973629263802207,0.9991574514020518,0.9742559983523839,0.9869186046511628 | |
| 49,0.06477270891262592,0.04033362669849893,0.9742877176180866,0.9868804664723032,0.9973337512085793,0.9991468265773613,0.9741970361344465,0.9869186046511628 | |
| 50,0.06408690062026325,0.04006394326589111,0.9743646748982454,0.9861516034985423,0.9973965519968166,0.9991510765072376,0.9742669779578383,0.9862018881626725 | |
| 51,0.06347990205634599,0.04069524004637283,0.9741509046755823,0.9861516034985423,0.9974827519126241,0.9991362017526711,0.9740441498450205,0.9862018881626725 | |
| 52,0.06411877819348259,0.04053805566477011,0.9745100386496562,0.9854227405247813,0.9974009598880651,0.9991362017526711,0.9744390043130429,0.9854651162790697 | |
| 53,0.06501926076397624,0.04011943247766606,0.9742706160002736,0.9854227405247813,0.9973301320963308,0.9991436391299543,0.9741896192346952,0.9854651162790697 | |