Epoch,Train Loss,Validation Loss,Train Accuracy,Train Specificity,Train Sensitivity,Train F1,Train MCC,Train TP,Train TN,Train FP,Train FN,Val Accuracy,Val Specificity,Val Sensitivity,Val F1,Val MCC,Val TP,Val TN,Val FP,Val FN
1,0.6792285144329071,0.6559607344014304,0.5892857142857143,0.7288135593220338,0.4339622641509434,0.5,0.1705925685029446,23,43,16,30,0.5357142857142857,0.7,0.4444444444444444,0.5517241379310345,0.14171515370300786,8,7,3,10
2,0.6225876754948071,0.6586876170975822,0.6964285714285714,0.6666666666666666,0.7307692307692307,0.6909090909090909,0.3966737953014233,38,40,20,14,0.5714285714285714,0.8,0.4444444444444444,0.5714285714285714,0.24444444444444444,8,8,2,10
3,0.6235049962997437,0.6265614373343331,0.6607142857142857,0.6833333333333333,0.6346153846153846,0.6346153846153846,0.31794871794871793,33,41,19,19,0.6428571428571429,0.6,0.6666666666666666,0.7058823529411765,0.25819888974716115,12,6,4,6
4,0.6132728617106166,0.6659410212721143,0.6964285714285714,0.7166666666666667,0.6730769230769231,0.6730769230769231,0.38974358974358975,35,43,17,17,0.5714285714285714,0.6,0.5555555555555556,0.6250000000000001,0.14907119849998599,10,6,4,8
5,0.638542754309518,0.6542036235332489,0.6428571428571429,0.6440677966101694,0.6415094339622641,0.6296296296296297,0.285212624958616,34,38,21,19,0.6071428571428571,0.6,0.6111111111111112,0.6666666666666666,0.20282899481977704,11,6,4,7
6,0.6070186442562512,0.699374509709222,0.7053571428571429,0.7288135593220338,0.6792452830188679,0.6857142857142857,0.408516344189788,36,43,16,17,0.5357142857142857,0.5,0.5555555555555556,0.606060606060606,0.05337605126836238,10,5,5,8
7,0.6356188729405403,0.7709309543882098,0.6428571428571429,0.6833333333333333,0.5961538461538461,0.607843137254902,0.2803873015582257,31,41,19,21,0.5,1.0,0.2222222222222222,0.3636363636363636,0.3042903097250923,4,10,0,14
8,0.6219509914517403,0.7091755867004395,0.6428571428571429,0.7166666666666667,0.5576923076923077,0.5918367346938777,0.27812855794901586,29,43,17,23,0.6071428571428571,0.8,0.5,0.6206896551724137,0.29433147307547786,9,8,2,9
9,0.5796680237565722,0.6905996203422546,0.7142857142857143,0.7333333333333333,0.6923076923076923,0.6923076923076923,0.4256410256410256,36,44,16,16,0.6071428571428571,0.6,0.6111111111111112,0.6666666666666666,0.20282899481977704,11,6,4,7
10,0.6433396062680653,0.7526722465242658,0.6339285714285714,0.6440677966101694,0.6226415094339622,0.616822429906542,0.26649633044038024,33,38,21,20,0.4642857142857143,0.7,0.3333333333333333,0.4444444444444444,0.03419927840283847,6,7,3,12
11,0.6293807657701629,0.6569386209760394,0.6339285714285714,0.6779661016949152,0.5849056603773585,0.6019417475728155,0.26401404436214093,31,40,19,22,0.5714285714285714,0.5,0.6111111111111112,0.6470588235294118,0.10758287072798381,11,5,5,7
12,0.5699343830347061,0.6506376436778477,0.7589285714285714,0.8135593220338984,0.6981132075471698,0.7326732673267327,0.5162326114813034,37,48,11,16,0.6428571428571429,0.6,0.6666666666666666,0.7058823529411765,0.25819888974716115,12,6,4,6
13,0.5723165678126472,0.6802170617239816,0.7142857142857143,0.7166666666666667,0.7115384615384616,0.6981132075471698,0.4273840246150819,37,43,17,15,0.6071428571428571,0.7,0.5555555555555556,0.6451612903225806,0.24552983583446694,10,7,3,8
14,0.5948242768645287,0.6424040070601872,0.6964285714285714,0.7288135593220338,0.660377358490566,0.6730769230769231,0.39019044669540626,35,43,16,18,0.6071428571428571,0.5,0.6666666666666666,0.6857142857142857,0.16351748504193217,12,5,5,6
15,0.5974807941487857,0.669771637235369,0.6875,0.7457627118644068,0.6226415094339622,0.6534653465346534,0.3716874802665385,33,44,15,20,0.6071428571428571,0.8,0.5,0.6206896551724137,0.29433147307547786,9,8,2,9
16,0.5999597076858793,0.6506140657833644,0.6785714285714286,0.7166666666666667,0.6346153846153846,0.6470588235294118,0.3524133973713479,33,43,17,19,0.6071428571428571,0.8,0.5,0.6206896551724137,0.29433147307547786,9,8,2,9
17,0.6220886537006923,0.694011777639389,0.6517857142857143,0.6610169491525424,0.6415094339622641,0.6355140186915889,0.3022848064707431,34,39,20,19,0.5357142857142857,0.6,0.5,0.5806451612903226,0.09607689228305229,9,6,4,9
18,0.5932708552905491,0.7101779069219317,0.7053571428571429,0.7166666666666667,0.6923076923076923,0.6857142857142857,0.408516344189788,36,43,17,16,0.5714285714285714,0.5,0.6111111111111112,0.6470588235294118,0.10758287072798381,11,5,5,7
19,0.560711104954992,0.7565952582018716,0.75,0.7333333333333333,0.7692307692307693,0.7407407407407408,0.5012804118276031,40,44,16,12,0.5,0.6,0.4444444444444444,0.5333333333333333,0.04303314829119352,8,6,4,10
20,0.5789580334510122,0.7178368994167873,0.7232142857142857,0.711864406779661,0.7358490566037735,0.7155963302752294,0.447070555804791,39,42,17,14,0.5,0.5,0.5,0.5625000000000001,0.0,9,5,5,9
21,0.5743946858814785,0.6112135222979954,0.6964285714285714,0.711864406779661,0.6792452830188679,0.6792452830188679,0.39110968979852895,36,42,17,17,0.6785714285714286,0.5,0.7777777777777778,0.7567567567567567,0.28499398669032056,14,5,5,4
22,0.5933794219579015,0.6901380632604871,0.6964285714285714,0.7333333333333333,0.6538461538461539,0.6666666666666666,0.388426445277909,34,44,16,18,0.6071428571428571,0.7,0.5555555555555556,0.6451612903225806,0.24552983583446694,10,7,3,8
23,0.5905097786869321,0.6676328097070966,0.7142857142857143,0.7288135593220338,0.6981132075471698,0.6981132075471698,0.4269267668692037,37,43,16,16,0.6071428571428571,0.6,0.6111111111111112,0.6666666666666666,0.20282899481977704,11,6,4,7
24,0.5700621413333076,0.6400388819830758,0.6964285714285714,0.7333333333333333,0.6538461538461539,0.6666666666666666,0.388426445277909,34,44,16,18,0.6785714285714286,0.5,0.7777777777777778,0.7567567567567567,0.28499398669032056,14,5,5,4
25,0.6439004646880286,0.6698348011289325,0.6071428571428571,0.5666666666666667,0.6538461538461539,0.6071428571428571,0.2205128205128205,34,34,26,18,0.5357142857142857,0.7,0.4444444444444444,0.5517241379310345,0.14171515370300786,8,7,3,10
26,0.5676872049059186,0.7063984956060138,0.7142857142857143,0.75,0.6730769230769231,0.6862745098039216,0.4244394931844701,35,45,15,17,0.5357142857142857,0.6,0.5,0.5806451612903226,0.09607689228305229,9,6,4,9
27,0.5905006410820144,0.7325494885444641,0.7232142857142857,0.7627118644067796,0.6792452830188679,0.6990291262135921,0.44387762689595955,36,45,14,17,0.5357142857142857,0.6,0.5,0.5806451612903226,0.09607689228305229,9,6,4,9
28,0.6116322055459023,0.6052406302520207,0.6785714285714286,0.6779661016949152,0.6792452830188679,0.6666666666666666,0.3567553214767907,36,40,19,17,0.7142857142857143,0.5,0.8333333333333334,0.7894736842105262,0.35355339059327373,15,5,5,3
29,0.5807926271642957,0.6250381597450801,0.7053571428571429,0.6666666666666666,0.75,0.7027027027027027,0.41620003718395326,39,40,20,13,0.6071428571428571,0.6,0.6111111111111112,0.6666666666666666,0.20282899481977704,11,6,4,7
30,0.6189639046788216,0.6914157101086208,0.6517857142857143,0.6271186440677966,0.6792452830188679,0.6486486486486486,0.3061192860454248,36,37,22,17,0.6071428571428571,0.6,0.6111111111111112,0.6666666666666666,0.20282899481977704,11,6,4,7
31,0.5914088838866779,0.7175866195133754,0.7053571428571429,0.7457627118644068,0.660377358490566,0.6796116504854369,0.40790491038919585,35,44,15,18,0.5714285714285714,0.7,0.5,0.6,0.19364916731037085,9,7,3,9
32,0.6140186669571059,0.7157720582825797,0.6875,0.7627118644067796,0.6037735849056604,0.6464646464646465,0.37193735080290696,32,45,14,21,0.5357142857142857,0.6,0.5,0.5806451612903226,0.09607689228305229,9,6,4,9
33,0.572842361671584,0.74558225274086,0.6875,0.7288135593220338,0.6415094339622641,0.6601941747572816,0.3719321938824321,34,43,16,19,0.5357142857142857,0.7,0.4444444444444444,0.5517241379310345,0.14171515370300786,8,7,3,10
34,0.6046447690044131,0.6909375701631818,0.6875,0.6949152542372882,0.6792452830188679,0.6728971962616822,0.3738617585314687,36,41,18,17,0.5714285714285714,0.6,0.5555555555555556,0.6250000000000001,0.14907119849998599,10,6,4,8
35,0.5788069090672902,0.7202841937541962,0.7232142857142857,0.75,0.6923076923076923,0.6990291262135924,0.442947019587626,36,45,15,16,0.5357142857142857,0.7,0.4444444444444444,0.5517241379310345,0.14171515370300786,8,7,3,10
36,0.5451068133115768,0.6344850191048214,0.75,0.75,0.75,0.7358490566037735,0.49904122634695197,39,45,15,13,0.6428571428571429,0.5,0.7222222222222222,0.7222222222222222,0.2222222222222222,13,5,5,5
37,0.627365061214992,0.7299992271832058,0.6428571428571429,0.6610169491525424,0.6226415094339622,0.6226415094339622,0.2836584585865046,33,39,20,20,0.5357142857142857,0.7,0.4444444444444444,0.5517241379310345,0.14171515370300786,8,7,3,10
38,0.5873895351375852,0.7028829412800925,0.7053571428571429,0.7333333333333333,0.6730769230769231,0.6796116504854369,0.4069976962587752,35,44,16,17,0.5357142857142857,0.4,0.6111111111111112,0.6285714285714287,0.010901165669462145,11,4,6,7
39,0.6199818147080285,0.6957906229155404,0.6607142857142857,0.6779661016949152,0.6415094339622641,0.6415094339622641,0.3194755356571794,34,40,19,19,0.5714285714285714,0.5,0.6111111111111112,0.6470588235294118,0.10758287072798381,11,5,5,7
40,0.6456407691751208,0.6499565839767456,0.6160714285714286,0.6666666666666666,0.5576923076923077,0.5742574257425743,0.2255549841503195,29,40,20,23,0.5714285714285714,0.4,0.6666666666666666,0.6666666666666666,0.06666666666666667,12,4,6,6
41,0.6287416060056005,0.6833833158016205,0.6517857142857143,0.6440677966101694,0.660377358490566,0.6422018348623852,0.30400797794725787,35,38,21,18,0.6071428571428571,0.8,0.5,0.6206896551724137,0.29433147307547786,9,8,2,9
42,0.6112750992178917,0.6220454488481794,0.6696428571428571,0.6440677966101694,0.6981132075471698,0.6666666666666667,0.3419077620757876,37,38,21,16,0.6785714285714286,0.5,0.7777777777777778,0.7567567567567567,0.28499398669032056,14,5,5,4
43,0.626453871173518,0.6038401254585811,0.6517857142857143,0.6271186440677966,0.6792452830188679,0.6486486486486486,0.3061192860454248,36,37,22,17,0.6785714285714286,0.4,0.8333333333333334,0.7692307692307692,0.2581988897471611,15,4,6,3
44,0.6449109145573207,0.622500308922359,0.5982142857142857,0.6610169491525424,0.5283018867924528,0.5544554455445545,0.19100606624808225,28,39,20,25,0.7142857142857143,0.8,0.6666666666666666,0.75,0.4472135954999579,12,8,2,6
45,0.6383268843804087,0.699452110699245,0.6160714285714286,0.6610169491525424,0.5660377358490566,0.5825242718446602,0.2280413278553772,30,39,20,23,0.5357142857142857,0.7,0.4444444444444444,0.5517241379310345,0.14171515370300786,8,7,3,10
46,0.6317448200924056,0.6470177471637726,0.6607142857142857,0.6440677966101694,0.6792452830188679,0.6545454545454544,0.32290029544586873,36,38,21,17,0.7142857142857143,0.6,0.7777777777777778,0.7777777777777778,0.37777777777777777,14,6,4,4
47,0.6376615560480526,0.6945726360593524,0.6428571428571429,0.7,0.5769230769230769,0.6,0.279078152825719,30,42,18,22,0.5357142857142857,0.5,0.5555555555555556,0.606060606060606,0.05337605126836238,10,5,5,8
48,0.6640421215976987,0.6595445615904671,0.6071428571428571,0.6166666666666667,0.5961538461538461,0.5849056603773585,0.21241241941947187,31,37,23,21,0.5714285714285714,0.4,0.6666666666666666,0.6666666666666666,0.06666666666666667,12,4,6,6
49,0.6198958264929908,0.5598008590085166,0.6607142857142857,0.6271186440677966,0.6981132075471698,0.6607142857142857,0.3252318516149664,37,37,22,16,0.75,0.4,0.9444444444444444,0.8292682926829269,0.43092978905128787,17,4,6,1
50,0.5954740962811879,0.5972154055322919,0.6785714285714286,0.6440677966101694,0.7169811320754716,0.6785714285714285,0.3610489286856412,38,38,21,15,0.6785714285714286,0.7,0.6666666666666666,0.7272727272727272,0.3522819383711917,12,7,3,6
51,0.6198322134358543,0.6014449724129268,0.6428571428571429,0.5833333333333334,0.7115384615384616,0.6491228070175439,0.2958214649467519,37,35,25,15,0.7142857142857143,0.7,0.7222222222222222,0.7647058823529411,0.40881490876633847,13,7,3,5
52,0.6075198043669973,0.6451447606086731,0.6696428571428571,0.6833333333333333,0.6538461538461539,0.6476190476190475,0.3368018762442453,34,41,19,18,0.6071428571428571,0.5,0.6666666666666666,0.6857142857142857,0.16351748504193217,12,5,5,6
53,0.5989345929452351,0.767347548689161,0.6875,0.65,0.7307692307692307,0.6846846846846847,0.3803428032111819,38,39,21,14,0.5357142857142857,0.6,0.5,0.5806451612903226,0.09607689228305229,9,6,4,9
54,0.5871263082538333,0.6400768671716962,0.7053571428571429,0.7627118644067796,0.6415094339622641,0.6732673267326733,0.4078237630702297,34,45,14,19,0.6428571428571429,0.7,0.6111111111111112,0.6875000000000001,0.29814239699997197,11,7,3,7
55,0.6046770470482963,0.6270594809736524,0.6517857142857143,0.6440677966101694,0.660377358490566,0.6422018348623852,0.30400797794725787,35,38,21,18,0.6785714285714286,0.6,0.7222222222222222,0.7428571428571428,0.3161338044144022,13,6,4,5
56,0.5866590184824807,0.7215784362384251,0.7053571428571429,0.7288135593220338,0.6792452830188679,0.6857142857142857,0.408516344189788,36,43,16,17,0.5,0.4,0.5555555555555556,0.5882352941176471,-0.04303314829119352,10,4,6,8
57,0.5922332310250827,0.59207854952131,0.6875,0.711864406779661,0.660377358490566,0.6666666666666667,0.37265911021701664,35,42,17,18,0.6785714285714286,0.4,0.8333333333333334,0.7692307692307692,0.2581988897471611,15,4,6,3
58,0.6297941271747861,0.5580870466572898,0.6428571428571429,0.6101694915254238,0.6792452830188679,0.6428571428571429,0.28941477454429165,36,36,23,17,0.75,0.5,0.8888888888888888,0.8205128205128205,0.4303314829119352,16,5,5,2
59,0.6635859150971685,0.7124409931046622,0.5803571428571429,0.5932203389830508,0.5660377358490566,0.5607476635514018,0.1591309023492918,30,35,24,23,0.5714285714285714,0.6,0.5555555555555556,0.6250000000000001,0.14907119849998599,10,6,4,8
60,0.6077548137732914,0.7448072348322187,0.6875,0.711864406779661,0.660377358490566,0.6666666666666667,0.37265911021701664,35,42,17,18,0.5,0.5,0.5,0.5625000000000001,0.0,9,5,5,9
61,0.624623138989721,0.599330301795687,0.6428571428571429,0.6271186440677966,0.660377358490566,0.6363636363636364,0.2871289471867814,35,37,22,18,0.6428571428571429,0.4,0.7777777777777778,0.7368421052631577,0.18856180831641267,14,4,6,4
62,0.647938361125333,0.6787376063210624,0.5892857142857143,0.6333333333333333,0.5384615384615384,0.5490196078431373,0.1723481578385424,28,38,22,24,0.5,0.5,0.5,0.5625000000000001,0.0,9,5,5,9
63,0.61864130624703,0.6473561780793327,0.6875,0.7333333333333333,0.6346153846153846,0.6534653465346534,0.369910174006524,33,44,16,19,0.6428571428571429,0.5,0.7222222222222222,0.7222222222222222,0.2222222222222222,13,5,5,5
64,0.5950215671743665,0.6142237271581378,0.7142857142857143,0.75,0.6730769230769231,0.6862745098039216,0.4244394931844701,35,45,15,17,0.6785714285714286,0.5,0.7777777777777778,0.7567567567567567,0.28499398669032056,14,5,5,4
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