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
1,0.7160884674106326,0.6790882434163775,0.5178571428571429,0.8524590163934426,0.11764705882352941,0.1818181818181818,-0.043712077367487,6,52,9,45,0.4642857142857143,0.5,0.4444444444444444,0.5161290322580646,-0.05337605126836238,8,5,5,10
2,0.6876315751246044,0.7264816675867353,0.5982142857142857,0.8524590163934426,0.29411764705882354,0.4,0.1778966951757861,15,52,9,36,0.35714285714285715,1.0,0.0,0.0,0.0,0,10,0,18
3,0.6891222319432667,0.7616803901536124,0.5625,0.7868852459016393,0.29411764705882354,0.379746835443038,0.09316051410668054,15,48,13,36,0.42857142857142855,0.5,0.3888888888888889,0.4666666666666666,-0.10758287072798381,7,5,5,11
4,0.6832192220858165,0.7267095489161355,0.6071428571428571,0.8360655737704918,0.3333333333333333,0.43589743589743585,0.19722831515255462,17,51,10,34,0.5357142857142857,0.5,0.5555555555555556,0.606060606060606,0.05337605126836238,10,5,5,8
5,0.7113668727023261,0.6324728386742728,0.5089285714285714,0.7704918032786885,0.19607843137254902,0.26666666666666666,-0.040572930478688055,10,47,14,41,0.6785714285714286,0.3,0.8888888888888888,0.7804878048780488,0.2363163359313514,16,3,7,2
6,0.6931945766721453,0.6511415243148804,0.5,0.7213114754098361,0.23529411764705882,0.3,-0.049333930516168634,12,44,17,39,0.7142857142857143,0.5,0.8333333333333334,0.7894736842105262,0.35355339059327373,15,5,5,3
7,0.6885069608688354,0.7998381086758205,0.5446428571428571,0.7704918032786885,0.27450980392156865,0.35443037974683544,0.05175584117037808,14,47,14,37,0.35714285714285715,1.0,0.0,0.0,0.0,0,10,0,18
8,0.6811174494879586,0.5810966065951756,0.5982142857142857,0.8032786885245902,0.35294117647058826,0.4444444444444445,0.17567853863825209,18,49,12,33,0.7142857142857143,1.0,0.5555555555555556,0.7142857142857143,0.5555555555555556,10,10,0,8
9,0.7280005174023765,0.702719679900578,0.4732142857142857,0.6885245901639344,0.21568627450980393,0.271604938271605,-0.1077205854201628,11,42,19,40,0.4642857142857143,0.9,0.2222222222222222,0.3478260869565218,0.15291057030852148,4,9,1,14
10,0.6743699908256531,0.7477321965353829,0.5625,0.7868852459016393,0.29411764705882354,0.379746835443038,0.09316051410668054,15,48,13,36,0.5357142857142857,0.7,0.4444444444444444,0.5517241379310345,0.14171515370300786,8,7,3,10
11,0.6825149559548923,0.8371802738734654,0.625,0.8524590163934426,0.35294117647058826,0.46153846153846156,0.2391440102134391,18,52,9,33,0.32142857142857145,0.8,0.05555555555555555,0.09523809523809525,-0.2237723711142063,1,8,2,17
12,0.6931037636739867,0.5876250224454063,0.5357142857142857,0.6721311475409836,0.37254901960784315,0.42222222222222217,0.04670582643828365,19,41,20,32,0.7857142857142857,0.7,0.8333333333333334,0.8333333333333334,0.5333333333333333,15,7,3,3
13,0.6856721660920552,0.6547866719109672,0.5625,0.6721311475409836,0.43137254901960786,0.4731182795698925,0.10647121276247583,22,41,20,29,0.5714285714285714,0.3,0.7222222222222222,0.6842105263157895,0.023570226039551584,13,3,7,5
14,0.6973895664725985,0.6885098218917847,0.5,0.7049180327868853,0.2549019607843137,0.31707317073170727,-0.044723589344851884,13,43,18,38,0.5357142857142857,0.5,0.5555555555555556,0.606060606060606,0.05337605126836238,10,5,5,8
15,0.7032889894076756,0.7624187980379377,0.5267857142857143,0.7213114754098361,0.29411764705882354,0.3614457831325301,0.017008705015002387,15,44,17,36,0.5357142857142857,0.9,0.3333333333333333,0.48,0.2581988897471611,6,9,1,12
16,0.701690884573119,0.6625103780201503,0.5267857142857143,0.7704918032786885,0.23529411764705882,0.31168831168831174,0.006824747685922112,12,47,14,39,0.6428571428571429,0.0,1.0,0.782608695652174,0.0,18,0,10,0
17,0.669451539005552,0.7026655929429191,0.5625,0.8032786885245902,0.27450980392156865,0.36363636363636365,0.09175494111073061,14,49,12,37,0.4642857142857143,0.7,0.3333333333333333,0.4444444444444444,0.03419927840283847,6,7,3,12
18,0.7001048475503922,0.6849860974720546,0.5178571428571429,0.6885245901639344,0.3137254901960784,0.37209302325581395,0.0024175120623198486,16,42,19,35,0.4642857142857143,0.4,0.5,0.5454545454545454,-0.09607689228305229,9,4,6,9
19,0.6756596160786492,0.6952184779303414,0.6160714285714286,0.819672131147541,0.37254901960784315,0.4691358024691358,0.2161641277894542,19,50,11,32,0.5357142857142857,0.6,0.5,0.5806451612903226,0.09607689228305229,9,6,4,9
20,0.6836605817079544,0.6371401974133083,0.5982142857142857,0.7049180327868853,0.47058823529411764,0.5161290322580646,0.18053814337985033,24,43,18,27,0.5714285714285714,0.3,0.7222222222222222,0.6842105263157895,0.023570226039551584,13,3,7,5
21,0.669343929205622,0.7631528377532959,0.5803571428571429,0.6885245901639344,0.45098039215686275,0.49462365591397855,0.14350467807116307,23,42,19,28,0.35714285714285715,0.5,0.2777777777777778,0.35714285714285715,-0.2222222222222222,5,5,5,13
22,0.6738311180046627,0.743163457938603,0.5714285714285714,0.6721311475409836,0.45098039215686275,0.48936170212765956,0.12606368421829756,23,41,20,28,0.4642857142857143,0.6,0.3888888888888889,0.4827586206896552,-0.010901165669462145,7,6,4,11
23,0.6723155507019588,0.5993690873895373,0.5625,0.7049180327868853,0.39215686274509803,0.449438202247191,0.10210553358934946,20,43,18,31,0.7142857142857143,0.6,0.7777777777777778,0.7777777777777778,0.37777777777777777,14,6,4,4
24,0.697163285953658,0.6550101978438241,0.5,0.6229508196721312,0.35294117647058826,0.391304347826087,-0.024922416815864348,18,38,23,33,0.6428571428571429,0.7,0.6111111111111112,0.6875000000000001,0.29814239699997197,11,7,3,7
25,0.7173075101205281,0.6029411384037563,0.5,0.639344262295082,0.3333333333333333,0.37777777777777777,-0.02856111688672022,17,39,22,34,0.7142857142857143,0.7,0.7222222222222222,0.7647058823529411,0.40881490876633847,13,7,3,5
26,0.6819543966225216,0.6692042180470058,0.5892857142857143,0.7704918032786885,0.37254901960784315,0.45238095238095244,0.15625700283134358,19,47,14,32,0.6071428571428571,0.6,0.6111111111111112,0.6666666666666666,0.20282899481977704,11,6,4,7
27,0.6923153868743351,0.7131699238504682,0.5357142857142857,0.7377049180327869,0.29411764705882354,0.36585365853658536,0.03542108276112269,15,45,16,36,0.4642857142857143,0.7,0.3333333333333333,0.4444444444444444,0.03419927840283847,6,7,3,12
28,0.6942175286156791,0.7376992617334638,0.5446428571428571,0.7868852459016393,0.2549019607843137,0.33766233766233766,0.049289844398326364,13,48,13,38,0.35714285714285715,0.9,0.05555555555555555,0.09999999999999999,-0.08268982305947231,1,9,1,17
29,0.6894140094518661,0.69072425365448,0.5357142857142857,0.7704918032786885,0.2549019607843137,0.3333333333333333,0.029565534909016727,13,47,14,38,0.42857142857142855,0.7,0.2777777777777778,0.3846153846153846,-0.023570226039551584,5,7,3,13
30,0.6623853296041489,0.7804438386644635,0.5892857142857143,0.7704918032786885,0.37254901960784315,0.45238095238095244,0.15625700283134358,19,47,14,32,0.42857142857142855,0.6,0.3333333333333333,0.42857142857142855,-0.06666666666666667,6,6,4,12
31,0.6868621377008302,0.5848528231893267,0.5714285714285714,0.6557377049180327,0.47058823529411764,0.5,0.12832134014306096,24,40,21,27,0.8214285714285714,0.6,0.9444444444444444,0.8717948717948718,0.6024640760767093,17,6,4,1
32,0.6635723582335881,0.5870308578014374,0.5803571428571429,0.6557377049180327,0.49019607843137253,0.5154639175257731,0.14772532825789614,25,40,21,26,0.7857142857142857,0.5,0.9444444444444444,0.85,0.518999296107682,17,5,5,1
33,0.6986979480300631,0.7050862908363342,0.5267857142857143,0.6885245901639344,0.3333333333333333,0.39080459770114934,0.023307777341076866,17,42,19,34,0.42857142857142855,0.4,0.4444444444444444,0.5,-0.14907119849998599,8,4,6,10
34,0.6631627593721662,0.7111132996422904,0.5714285714285714,0.7377049180327869,0.37254901960784315,0.4418604651162791,0.11845809105367258,19,45,16,32,0.4642857142857143,0.4,0.5,0.5454545454545454,-0.09607689228305229,9,4,6,9
35,0.6594911590218544,0.7816446678979057,0.6071428571428571,0.7377049180327869,0.45098039215686275,0.5111111111111111,0.19723971308829139,23,45,16,28,0.35714285714285715,0.4,0.3333333333333333,0.4,-0.25819888974716115,6,4,6,12
36,0.6380746407168252,0.7119761194501605,0.6428571428571429,0.7868852459016393,0.47058823529411764,0.5454545454545454,0.27261579633252825,24,48,13,27,0.5357142857142857,0.4,0.6111111111111112,0.6285714285714287,0.010901165669462145,11,4,6,7
37,0.6705798017127174,0.6493022399289268,0.5803571428571429,0.6229508196721312,0.5294117647058824,0.5346534653465347,0.1526326657161105,27,38,23,24,0.6785714285714286,0.4,0.8333333333333334,0.7692307692307692,0.2581988897471611,15,4,6,3
38,0.6688842070954186,0.8131955947194781,0.5625,0.7213114754098361,0.37254901960784315,0.4367816091954023,0.10008633799403596,19,44,17,32,0.2857142857142857,0.6,0.1111111111111111,0.16666666666666666,-0.3373495424699933,2,6,4,16
39,0.6644297934004239,0.6772692884717669,0.6160714285714286,0.7540983606557377,0.45098039215686275,0.5168539325842696,0.21570639215233428,23,46,15,28,0.6071428571428571,0.4,0.7222222222222222,0.7027027027027027,0.12539735414374104,13,4,6,5
40,0.6650877946189472,0.7465908016477313,0.5892857142857143,0.6557377049180327,0.5098039215686274,0.5306122448979591,0.16705197564378282,26,40,21,25,0.39285714285714285,0.4,0.3888888888888889,0.45161290322580644,-0.20282899481977704,7,4,6,11
41,0.6814672063503947,0.7783813561711993,0.5357142857142857,0.6229508196721312,0.43137254901960786,0.45833333333333326,0.05518144143556566,22,38,23,29,0.42857142857142855,0.5,0.3888888888888889,0.4666666666666666,-0.10758287072798381,7,5,5,11
42,0.6606535209076745,0.7069296155657087,0.625,0.7540983606557377,0.47058823529411764,0.5333333333333333,0.23487318475079333,24,46,15,27,0.5,0.5,0.5,0.5625000000000001,0.0,9,5,5,9
43,0.696939654648304,0.7013102684702192,0.5267857142857143,0.6721311475409836,0.35294117647058826,0.40449438202247195,0.026371627880692906,18,41,20,33,0.5,0.5,0.5,0.5625000000000001,0.0,9,5,5,9
44,0.6708298655492919,0.7031503404889788,0.6160714285714286,0.8032786885245902,0.39215686274509803,0.4819277108433735,0.21544359685669692,20,49,12,31,0.5,0.6,0.4444444444444444,0.5333333333333333,0.04303314829119352,8,6,4,10
45,0.6731671105538096,0.672820006098066,0.5446428571428571,0.7213114754098361,0.3333333333333333,0.4,0.05918506868570292,17,44,17,34,0.5,0.6,0.4444444444444444,0.5333333333333333,0.04303314829119352,8,6,4,10
46,0.6524331739970616,0.678549758025578,0.625,0.7868852459016393,0.43137254901960786,0.5116279069767442,0.2344986700450253,22,48,13,29,0.5357142857142857,0.6,0.5,0.5806451612903226,0.09607689228305229,9,6,4,9
47,0.6371462643146515,0.701894189630236,0.6428571428571429,0.7377049180327869,0.5294117647058824,0.5744680851063829,0.273521988473643,27,45,16,24,0.5357142857142857,0.6,0.5,0.5806451612903226,0.09607689228305229,9,6,4,9
48,0.6760966564927783,0.7394281285149711,0.5357142857142857,0.639344262295082,0.4117647058823529,0.44680851063829785,0.05233453209062484,21,39,22,30,0.5714285714285714,0.6,0.5555555555555556,0.6250000000000001,0.14907119849998599,10,6,4,8
49,0.6352819779089519,0.8458665694509234,0.6696428571428571,0.7377049180327869,0.5882352941176471,0.6185567010309279,0.32994159218834074,30,45,16,21,0.35714285714285715,0.5,0.2777777777777778,0.35714285714285715,-0.2222222222222222,5,5,5,13
50,0.6155454026801246,0.6682769060134888,0.7142857142857143,0.8360655737704918,0.5686274509803921,0.6444444444444445,0.423040543063303,29,51,10,22,0.6071428571428571,0.4,0.7222222222222222,0.7027027027027027,0.12539735414374104,13,4,6,5
51,0.6260082508836474,0.6918418748038155,0.6071428571428571,0.7213114754098361,0.47058823529411764,0.5217391304347826,0.1983824378542802,24,44,17,27,0.5714285714285714,0.5,0.6111111111111112,0.6470588235294118,0.10758287072798381,11,5,5,7
52,0.6333032537783895,0.6645273736545018,0.6607142857142857,0.7377049180327869,0.5686274509803921,0.6041666666666666,0.31117108691179923,29,45,16,22,0.7142857142857143,0.6,0.7777777777777778,0.7777777777777778,0.37777777777777777,14,6,4,4
53,0.6616872112665858,0.7716352045536041,0.6428571428571429,0.7540983606557377,0.5098039215686274,0.5652173913043477,0.27281738941099504,26,46,15,25,0.5,0.4,0.5555555555555556,0.5882352941176471,-0.04303314829119352,10,4,6,8
54,0.6882389209100178,0.8578057714870998,0.5892857142857143,0.639344262295082,0.5294117647058824,0.54,0.16941075701383526,27,39,22,24,0.32142857142857145,0.6,0.16666666666666666,0.24,-0.2581988897471611,3,6,4,15
55,0.6782526991197041,0.7470394713538033,0.5535714285714286,0.639344262295082,0.45098039215686275,0.4791666666666667,0.09175139078931331,23,39,22,28,0.42857142857142855,0.3,0.5,0.5294117647058824,-0.19364916731037085,9,3,7,9
56,0.692788516836507,0.7751582264900208,0.5446428571428571,0.639344262295082,0.43137254901960786,0.4631578947368421,0.07210939978841066,22,39,22,29,0.42857142857142855,0.7,0.2777777777777778,0.3846153846153846,-0.023570226039551584,5,7,3,13
57,0.6697577961853572,0.7558752383504596,0.6071428571428571,0.7377049180327869,0.45098039215686275,0.5111111111111111,0.19723971308829139,23,45,16,28,0.42857142857142855,0.5,0.3888888888888889,0.4666666666666666,-0.10758287072798381,7,5,5,11
58,0.6516586659210069,0.7909485016550336,0.5982142857142857,0.6721311475409836,0.5098039215686274,0.5360824742268041,0.18416858104398506,26,41,20,25,0.35714285714285715,0.5,0.2777777777777778,0.35714285714285715,-0.2222222222222222,5,5,5,13
59,0.6048373047794614,0.7956135102680751,0.6875,0.7868852459016393,0.5686274509803921,0.6236559139784946,0.36570546992328656,29,48,13,22,0.42857142857142855,0.7,0.2777777777777778,0.3846153846153846,-0.023570226039551584,5,7,3,13
60,0.6293191739491054,0.7114238228116717,0.6785714285714286,0.7540983606557377,0.5882352941176471,0.625,0.34774103626554687,30,46,15,21,0.5,0.1,0.7222222222222222,0.65,-0.20759971844307282,13,1,9,5
61,0.6440264124955449,0.7610936335154942,0.6071428571428571,0.7049180327868853,0.49019607843137253,0.5319148936170213,0.19979283634597028,25,43,18,26,0.4642857142857143,0.7,0.3333333333333333,0.4444444444444444,0.03419927840283847,6,7,3,12
62,0.6327485314437321,0.5936902591160366,0.6517857142857143,0.7049180327868853,0.5882352941176471,0.6060606060606061,0.295008294671155,30,43,18,21,0.75,0.4,0.9444444444444444,0.8292682926829269,0.43092978905128787,17,4,6,1
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