| epoch,train_loss,val_loss,train_accuracy,val_accuracy,train_auc,val_auc,train_f1,val_f1 |
| 1,0.3889088086729668,0.25890819301942536,0.8232921532126135,0.8917470525187567,0.905916728518583,0.9583636323951249,0.8195304623361659,0.8919786096256684 |
| 2,0.28406992624517746,0.23849422635564466,0.8854290066001015,0.9062165058949625,0.94999653918214,0.9646020799803328,0.8831617097163896,0.9061662198391421 |
| 3,0.2639630973782913,0.22889688596656468,0.8961471202121059,0.9137191854233655,0.9568782046913238,0.9670185378563082,0.8942683206983689,0.9138576779026217 |
| 4,0.25165782853479335,0.24562971758689145,0.9001241044734022,0.9008574490889604,0.9603985411084683,0.9710128445046404,0.8981505450570944,0.9053708439897699 |
| 5,0.2484232246028447,0.2157829448437001,0.9004343656569075,0.9142550911039657,0.9612184228771545,0.9717808036632283,0.8986622265602572,0.9102132435465768 |
| 6,0.23798927971404465,0.201749636285558,0.9053139279065832,0.9196141479099679,0.9644785273030017,0.9735303949848879,0.9033539657406074,0.9195278969957081 |
| 7,0.2339805625208866,0.20062570963833493,0.9082473063688159,0.9244372990353698,0.9652465771547154,0.9742391919943847,0.9066115465219763,0.9212730318257957 |
| 8,0.22755164208852371,0.19034175407081555,0.9104191346533537,0.9292604501607717,0.9672568857554509,0.9755872848479418,0.9085990560607805,0.9281828073993471 |
| 9,0.22592543664217035,0.18860930769773157,0.9111524792689119,0.9297963558413719,0.967416138111107,0.9760760905651881,0.9094671495085359,0.9290741743367623 |
| 10,0.22037416302899576,0.18834130878042177,0.9141704744175552,0.927652733118971,0.9690927182842487,0.9772306140571564,0.9126001665852888,0.92776886035313 |
| 11,0.2183926427000205,0.1866689403436575,0.9135499520505443,0.9319399785637728,0.9695761874270376,0.976852091180934,0.9120743566941105,0.9314624932541824 |
| 12,0.21564720349881547,0.18252583609899908,0.9150448468437976,0.9335476956055734,0.9702364524764568,0.9772501433102543,0.9135972461273666,0.9316427783902976 |
| 13,0.21162472630761606,0.1812788283039136,0.916116658204998,0.9346195069667739,0.9712517508825053,0.9778526782073064,0.9145598712939554,0.9336235038084875 |
| 14,0.2067819474705344,0.18161650481139732,0.9175833474361144,0.9372990353697749,0.9725195532708653,0.9779618122687361,0.9160971687819445,0.9362397820163487 |
| 15,0.2094338338631102,0.17677252080854497,0.9162858915778191,0.932475884244373,0.9718000290147994,0.9795896329534319,0.9148203420962002,0.9320388349514563 |
| 16,0.20900709963647782,0.19131969025664008,0.9166243583234613,0.9239013933547695,0.9717896709051637,0.9775488260046938,0.9151744719926538,0.924468085106383 |
| 17,0.2026978557859102,0.17371124110612837,0.9207423703954419,0.9335476956055734,0.9733605919955921,0.9794833708409871,0.9193085228577992,0.9323882224645583 |
| 18,0.19986331796995133,0.17011170003000178,0.9225193208100637,0.9340836012861736,0.974043794450312,0.9800939471951973,0.9211515829960676,0.9326027397260274 |
| 19,0.20299145453249384,0.17605751863054908,0.9192756811643256,0.932475884244373,0.973265833590162,0.9789560810073419,0.9179331306990881,0.93 |
| 20,0.19875457738383528,0.177286927291818,0.9211372482653579,0.9303322615219721,0.974350787499072,0.9794311013694602,0.919728984841525,0.9301825993555317 |
| 21,0.1990397223856954,0.17638125340079955,0.9216449483838213,0.9356913183279743,0.9741816209527647,0.978784338458039,0.9203372333103923,0.933993399339934 |
| 22,0.19701729431423082,0.19064558007517812,0.9226039374964743,0.9271168274383709,0.9748380402954269,0.9798653400559916,0.9212896563593598,0.9284210526315789 |
| 23,0.20006445512732873,0.19347581300896463,0.9203756980876628,0.9287245444801715,0.9740601287596085,0.9806413406717374,0.9189654677498063,0.9302569480859989 |
| 24,0.19690325949010076,0.17021356403252702,0.9238731877926327,0.935155412647374,0.9746202320026263,0.9801220922952503,0.9225560242173826,0.9337712096332786 |
| 25,0.18584113939903094,0.1650521493609695,0.9273706774976025,0.9383708467309754,0.977575512059196,0.9814345729813932,0.9261225075312007,0.937533948940793 |
| 26,0.18413538848522615,0.1638983706569365,0.9276245275568342,0.9394426580921758,0.9778594674628848,0.9813943656956033,0.9262389329653904,0.9383524277141299 |
| 27,0.18338101726535372,0.1641924393234529,0.928611722231624,0.9389067524115756,0.9781756857527614,0.9814156181180922,0.9274181985030541,0.9379760609357998 |
| 28,0.18332528662996297,0.16295882417458046,0.9288091611665821,0.9421221864951769,0.978041259446974,0.9816637545103959,0.9276666475611853,0.940983606557377 |
| 29,0.18525053437923414,0.16400773895131812,0.9283014610481187,0.9394426580921758,0.9774590970899792,0.9817464666411637,0.9269540229885057,0.9390178089584458 |
| 30,0.18385849576358324,0.16487131342052264,0.9275399108704236,0.9394426580921758,0.9780038254615058,0.9818389433984807,0.9262184439530141,0.9390178089584458 |
| 31,0.1819186443190301,0.16174021990927853,0.9285835166694872,0.9405144694533762,0.9784050741257353,0.9821106297724611,0.9273457675753228,0.9393773894046968 |
| 32,0.18157237987819713,0.1610733552856844,0.9290348056636769,0.9378349410503751,0.9784236757631776,0.982243888205365,0.9278131634819533,0.9369565217391305 |
| 33,0.18211311367204053,0.1601855246967058,0.9286399277937609,0.9394426580921758,0.9784850288672561,0.9824472221935027,0.92739898989899,0.9384866630375612 |
| 34,0.18106245046380934,0.16157025841463032,0.9290912167879506,0.9415862808145766,0.9785752446608568,0.982207701648154,0.9278291324567951,0.9404696886947024 |
| 35,0.18274200345421224,0.16052337192070829,0.9287527500423084,0.9410503751339764,0.9779669054037508,0.9823558942157798,0.9273887547430149,0.9399563318777293 |
| 36,0.180150618590383,0.16362717781227884,0.9305297004569301,0.9405144694533762,0.9787456029466597,0.9821186712296193,0.9292505673168069,0.9389102916895983 |
| 37,0.17932519636182015,0.16241054308759437,0.9298809725277825,0.939978563772776,0.9788035097119561,0.9823426832504489,0.928673896826763,0.9385964912280702 |
| 38,0.18111286547749272,0.16100717055644254,0.9295425057821403,0.9394426580921758,0.9787034847407972,0.9824805368017286,0.9283748136254157,0.9381499726327313 |
| 39,0.1817242613897285,0.1585972380503964,0.9288091611665821,0.9410503751339764,0.9783615907496628,0.9827206317368742,0.9275378961874139,0.940152339499456 |
| 40,0.1798864116365483,0.15971361848127422,0.9299937947763299,0.939978563772776,0.978702848297809,0.9825724391692485,0.928833581832779,0.9389312977099237 |
| 41,0.18154067303408503,0.15831402610160913,0.9301066170248773,0.9410503751339764,0.9784937799583461,0.98300093395781,0.9289034257187123,0.9400871459694989 |
| 42,0.1787305557827676,0.15944687935892024,0.9295989169064139,0.939978563772776,0.979044497258393,0.982940048639328,0.9284362635472218,0.9386637458926615 |
| 43,0.1767109272029723,0.16158825657375372,0.9327579398657415,0.9394426580921758,0.9794145522606552,0.9828067902064243,0.931737487114878,0.9378779549202859 |
| 44,0.1803678409132604,0.15997424793588386,0.929570711344277,0.9405144694533762,0.978765693860695,0.9827556695144913,0.9284629709210714,0.9392446633825944 |
| 45,0.17789161783282295,0.16238735860567,0.9302476448355615,0.9389067524115756,0.9792950569073748,0.9829004157433351,0.929028555029416,0.9372937293729373 |
| 46,0.17988383894816815,0.1573216183967529,0.9296271224685508,0.939978563772776,0.9787121244543643,0.9831278741029468,0.9283519512965569,0.9390642002176278 |
| 47,0.17543881194737584,0.15777569386353446,0.9320528008123202,0.939978563772776,0.979963532071344,0.9830353973456298,0.9308612920816233,0.9389978213507625 |
| 48,0.1780218798096641,0.15986668282574779,0.931122017261804,0.9383708467309754,0.9791162641608684,0.9831887594214287,0.930000573295878,0.9380721593968767 |
| 49,0.17767892979409494,0.15843396286489111,0.9310656061375303,0.9410503751339764,0.9793236411530897,0.982990020551667,0.9298789235094967,0.9400218102508179 |
| 50,0.1773218282599763,0.16081631116545086,0.9316861285045411,0.9410503751339764,0.9793872695408514,0.9829859998230879,0.9305459967882542,0.9394273127753304 |
| 51,0.1791642320970126,0.15971762478543247,0.9301066170248773,0.9421221864951769,0.9789017160472757,0.9831341923907136,0.9290581162324649,0.9405286343612335 |
| 52,0.17823995500777776,0.15695993410621042,0.9310091950132566,0.9437299035369775,0.979100119193361,0.9831364899499017,0.9299140401146132,0.9427792915531336 |
| 53,0.17981286263441673,0.15884828888526684,0.9304732893326564,0.9410503751339764,0.978839209390281,0.9828510182207932,0.9292906112848168,0.9398249452954048 |
| 54,0.17631177048399518,0.15981156592200424,0.9310374005753934,0.9442658092175777,0.9797142421261238,0.982925114504606,0.9298602943285809,0.9427942794279428 |
| 55,0.17732577562902074,0.15749591085880132,0.9311502228239409,0.9405144694533762,0.9794408675871167,0.9831163863070068,0.9299187505383135,0.939443535188216 |
| 56,0.1755736944366377,0.1565891451582648,0.9316861285045411,0.9437299035369775,0.9797137552472377,0.9834328750851532,0.9305061402502008,0.9425915800984145 |
| 57,0.17443850869241959,0.15570473795535097,0.9326451176171942,0.9421221864951769,0.9800532259816941,0.9834966323526203,0.9314541592513922,0.9410480349344978 |
| 58,0.17726161758000727,0.15704072178176745,0.9316297173802673,0.9405144694533762,0.9792354460659771,0.9832858312971213,0.9305045871559633,0.9399675500270417 |
| 59,0.17958428939297874,0.15731600372545973,0.9313758673210357,0.9426580921757771,0.9787818006416231,0.9833139763971744,0.930336435218325,0.9414980863860033 |
| 60,0.1770861970352469,0.1576596772555753,0.9317143340666779,0.9410503751339764,0.9793332593977515,0.9831359155601047,0.9305925862217252,0.940152339499456 |
| 61,0.17218433161650562,0.15698176004303996,0.9336887234162576,0.9383708467309754,0.9804184185595253,0.9831669326091427,0.9326843235504653,0.9374660141381186 |
| 62,0.17895116273330783,0.15677070061876844,0.9310091950132566,0.9405144694533762,0.9789292803931018,0.9833794568340323,0.9297530155083286,0.9399025446670276 |
| 63,0.175427090990037,0.15945928574949983,0.9315733062559937,0.9442658092175777,0.979670858989822,0.9832180533010756,0.930403350737277,0.9427312775330396 |
| 64,0.17710735943035377,0.15575041710563794,0.9315733062559937,0.9426580921757771,0.9793473486544062,0.9834995043016053,0.9304592099982801,0.9416257501363884 |
| 65,0.17653583465271702,0.15551751636423866,0.93151689513172,0.9426580921757771,0.9795672476624238,0.9835621127894779,0.9303779319837128,0.9415619879847078 |
| 66,0.17191922375899238,0.1552280318890354,0.9339425734754894,0.9421221864951769,0.9804293367389907,0.983609212752832,0.9328670526858912,0.9410480349344978 |
| 67,0.1753020911178203,0.15505048579916694,0.9312066339482146,0.9421221864951769,0.9797340673252115,0.983568431077245,0.930020371273635,0.9411123227917121 |
| 68,0.1734781785929419,0.15512287243002865,0.9326169120550573,0.9431939978563773,0.980228955846319,0.9836046176344561,0.9314942792418203,0.9421397379912664 |
| 69,0.17424356767693072,0.15468861819080218,0.9323630619958255,0.9426580921757771,0.9800296887288769,0.9836614822243589,0.9311671163671853,0.9417528579205225 |
| 70,0.1743668734896181,0.15469696926150675,0.9327297343036046,0.9415862808145766,0.98002050167434,0.983647122479434,0.9316246667240045,0.9405346426623022 |
| 71,0.17411772598367312,0.15472450933847395,0.9326169120550573,0.9421221864951769,0.9800818515962033,0.983670672461111,0.9314549680084928,0.9411764705882353 |
| 72,0.17298902498322064,0.15478567922805284,0.932475884244373,0.9415862808145766,0.9803670560192568,0.9836563127161858,0.9312858783008037,0.9405346426623022 |
| 73,0.17442595591539456,0.1545270808831672,0.9338579567890788,0.9415862808145766,0.9797371604381347,0.9837487894735027,0.9328291942367735,0.940599455040872 |
| 74,0.17166025616590455,0.15503017585185563,0.9323348564336887,0.9437299035369775,0.9805281079174625,0.9837849760307137,0.9312351305643937,0.9425915800984145 |
| 75,0.17552169897942035,0.1549366552538427,0.9321374174987308,0.9421221864951769,0.9796589702347993,0.9836850322060359,0.9310364595276313,0.9411123227917121 |
| 76,0.17595790256237817,0.15495137975721882,0.9327579398657415,0.9415862808145766,0.9797077106299559,0.9836781395284719,0.9317061991520569,0.940599455040872 |
| 77,0.17539694881576393,0.1547467390919805,0.930924578326846,0.9421221864951769,0.979876748296558,0.9836930736631939,0.9297173195580427,0.9410480349344978 |
| 78,0.1765978311192144,0.15464233398629154,0.9336887234162576,0.9415862808145766,0.9793928002304204,0.9836844578162389,0.9326341728989369,0.9405346426623022 |
| 79,0.1732722006890753,0.15494342430994826,0.9323912675579624,0.9426580921757771,0.9802697072908639,0.9837631492184278,0.9313672154617036,0.9415619879847078 |
| 80,0.1722055445000451,0.15508950010564934,0.9334066677948891,0.9410503751339764,0.9804512510621874,0.983633337124306,0.9323708859671737,0.9400871459694989 |
| 81,0.17386232767891494,0.15493513787482713,0.9316297173802673,0.9410503751339764,0.9800955367115607,0.9836821602570509,0.9305563513436086,0.9400871459694989 |
| 82,0.1720700466979839,0.1544164530813119,0.9331528177356575,0.9421221864951769,0.98060086130657,0.9837597028796458,0.9320449592843216,0.9411764705882353 |
| 83,0.176590659426622,0.15486835858446227,0.930952783888983,0.9415862808145766,0.9794426862229558,0.9836655029529379,0.9298285845324772,0.940599455040872 |
| 84,0.17354999750948413,0.1553194672827552,0.9324194731200993,0.9421221864951769,0.9802440697761852,0.9837057102387279,0.9314527664931053,0.9410480349344978 |
| 85,0.17509033765601595,0.15539975263106479,0.9310374005753934,0.9421221864951769,0.9799217877757369,0.9836798626978629,0.9298804095328228,0.9411123227917121 |
| 86,0.17452091486759852,0.15543828890254643,0.9319963896880464,0.9426580921757771,0.979936860336809,0.9836838834264419,0.9308872008026372,0.9415619879847078 |
| 87,0.1744005385868883,0.15527417541891816,0.930924578326846,0.9421221864951769,0.9801482723775765,0.9836350602936971,0.9296809946306027,0.9411123227917121 |
| 88,0.17410661499549498,0.1548741469429237,0.9321656230608676,0.9421221864951769,0.9801148448007201,0.9837309833897958,0.9310196472106698,0.9411123227917121 |
| 89,0.17363484864772366,0.15521949826712778,0.9320245952501833,0.9421221864951769,0.9800593103766628,0.983626444446742,0.9308067757680161,0.9411123227917121 |
| 90,0.17620970875675412,0.15508795517625532,0.9306989338297512,0.9426580921757771,0.9796335650218113,0.9837281114408108,0.9294755877034359,0.9415619879847078 |
| 91,0.1733060135345488,0.15502669343611053,0.9331246121735206,0.9421221864951769,0.9801922887746518,0.9837487894735029,0.9319128162421388,0.9410480349344978 |
| 92,0.17258235420051374,0.15509794853699552,0.9331528177356575,0.9421221864951769,0.980406615724306,0.983717198034668,0.9320800137559466,0.9410480349344978 |
| 93,0.17286022488871974,0.15496022448279084,0.9330117899249732,0.9415862808145766,0.9802807591233569,0.9837281114408108,0.9318801089918256,0.9405346426623022 |
| 94,0.17326275675979477,0.1548542932298789,0.9344784791560896,0.9421221864951769,0.9800809128427954,0.983689052934615,0.9334898502591119,0.9411123227917121 |
| 95,0.17198230995958802,0.15477619059024517,0.9335759011677103,0.9421221864951769,0.9804827661278639,0.9837574053204577,0.9324498752258842,0.9411123227917121 |
| 96,0.17624031046881736,0.15544616936487402,0.9308681672025724,0.9426580921757771,0.9796235490002818,0.983694222442788,0.9297284899223028,0.9415619879847078 |
| 97,0.1752523030675311,0.15468088429648777,0.9317989507530885,0.9426580921757771,0.9797199112420427,0.9837539589816758,0.9307044190978392,0.9416257501363884 |
| 98,0.17387014091327563,0.15477223406842283,0.9323348564336887,0.9415862808145766,0.9801589662108885,0.9837660211674127,0.9312469549766429,0.9404696886947024 |
| 99,0.17354823320972917,0.15458771940979543,0.9325605009307836,0.9426580921757771,0.9801415149441475,0.9838119723511727,0.9314880082523854,0.9415619879847078 |
| 100,0.17192348383428846,0.15486430676228746,0.9336605178541209,0.9437299035369775,0.9805953560747207,0.9837654467776159,0.9325804047468899,0.9425915800984145 |
|
|
