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
1,0.7334916721219602,0.6959418654441833,0.41304347826086957,0.09803921568627451,0.8048780487804879,0.55,-0.13852679925637992,33,5,46,8,0.5625,0.14285714285714285,0.8888888888888888,0.6956521739130435,0.047619047619047616,8,1,6,1
2,0.7083222295926965,0.7318751662969589,0.532608695652174,0.27450980392156865,0.8536585365853658,0.6194690265486725,0.15444595255626742,35,14,37,6,0.4375,0.42857142857142855,0.4444444444444444,0.47058823529411764,-0.1259881576697424,4,3,4,5
3,0.7103680760964103,0.7151266485452652,0.5108695652173914,0.28,0.7857142857142857,0.5945945945945946,0.07559289460184544,33,14,36,9,0.625,0.14285714285714285,1.0,0.7499999999999999,0.29277002188455997,9,1,6,0
4,0.7284459186636884,0.6815096735954285,0.45652173913043476,0.18,0.7857142857142857,0.5689655172413792,-0.04304976020005051,33,9,41,9,0.5625,0.14285714285714285,0.8888888888888888,0.6956521739130435,0.047619047619047616,8,1,6,1
5,0.7144654989242554,0.6529183834791183,0.5108695652173914,0.26,0.8095238095238095,0.6017699115044247,0.08250958195062029,34,13,37,8,0.75,0.7142857142857143,0.7777777777777778,0.7777777777777778,0.49206349206349204,7,5,2,2
6,0.6972845792770386,0.6470078080892563,0.5543478260869565,0.34,0.8095238095238095,0.6238532110091743,0.16742202674406453,34,17,33,8,0.6875,0.42857142857142855,0.8888888888888888,0.761904761904762,0.363696483726654,8,3,4,1
7,0.7137388288974762,0.6490992605686188,0.5,0.39215686274509803,0.6341463414634146,0.5306122448979592,0.02692862776335143,26,20,31,15,0.6875,0.2857142857142857,1.0,0.782608695652174,0.42857142857142855,9,2,5,0
8,0.6811874638433042,0.6295591741800308,0.5543478260869565,0.34,0.8095238095238095,0.6238532110091743,0.16742202674406453,34,17,33,8,0.6875,0.2857142857142857,1.0,0.782608695652174,0.42857142857142855,9,2,5,0
9,0.7238046941549882,0.6649094820022583,0.4673913043478261,0.3,0.6666666666666666,0.5333333333333333,-0.03573708449459316,28,15,35,14,0.5625,0.2857142857142857,0.7777777777777778,0.6666666666666666,0.07273929674533079,7,2,5,2
10,0.7286824065706005,0.723274439573288,0.4782608695652174,0.28,0.7142857142857143,0.5555555555555556,-0.0063213954124101395,30,14,36,12,0.5,0.42857142857142855,0.5555555555555556,0.5555555555555556,-0.015873015873015872,5,3,4,4
11,0.7067584576814071,0.729985773563385,0.5434782608695652,0.36,0.7619047619047619,0.6037735849056604,0.13196577581477162,32,18,32,10,0.4375,0.5714285714285714,0.3333333333333333,0.4,-0.09759000729485331,3,4,3,6
12,0.7101946395376454,0.610688790678978,0.5652173913043478,0.42,0.7380952380952381,0.607843137254902,0.16533995762459114,31,21,29,11,0.6875,0.2857142857142857,1.0,0.782608695652174,0.42857142857142855,9,2,5,0
13,0.695061515206876,0.5932948440313339,0.5217391304347826,0.44,0.6190476190476191,0.5416666666666666,0.05973424234499493,26,22,28,16,0.75,0.42857142857142855,1.0,0.8181818181818181,0.5447047794019222,9,3,4,0
14,0.7281890096871749,0.5965655893087387,0.45652173913043476,0.36,0.5714285714285714,0.48979591836734687,-0.06998542122237653,24,18,32,18,0.75,0.42857142857142855,1.0,0.8181818181818181,0.5447047794019222,9,3,4,0
15,0.7281175489011018,0.5774859488010406,0.45652173913043476,0.35294117647058826,0.5853658536585366,0.48979591836734687,-0.06315987239040607,24,18,33,17,0.8125,0.5714285714285714,1.0,0.8571428571428571,0.6546536707079771,9,4,3,0
16,0.7036291671835858,0.610911175608635,0.5543478260869565,0.46,0.6666666666666666,0.5773195876288659,0.12867369799970993,28,23,27,14,0.6875,0.5714285714285714,0.7777777777777778,0.7368421052631577,0.3578300267477955,7,4,3,2
17,0.6956971520962922,0.6218052506446838,0.532608695652174,0.4,0.6904761904761905,0.5742574257425742,0.09396388784550545,29,20,30,13,0.75,0.5714285714285714,0.8888888888888888,0.7999999999999999,0.49265895172303803,8,4,3,1
18,0.7061580756436223,0.6410719454288483,0.5108695652173914,0.37254901960784315,0.6829268292682927,0.5544554455445545,0.05789357364682088,28,19,32,13,0.625,0.2857142857142857,0.8888888888888888,0.7272727272727274,0.2219167619785609,8,2,5,1
19,0.7001314914744833,0.6367515474557877,0.5543478260869565,0.44,0.6904761904761905,0.5858585858585859,0.13386574689111058,29,22,28,13,0.6875,0.8571428571428571,0.5555555555555556,0.6666666666666667,0.42289003161103106,5,6,1,4
20,0.7002461889515752,0.7067705988883972,0.5217391304347826,0.4,0.6666666666666666,0.56,0.06879627645316386,28,20,30,14,0.5,0.7142857142857143,0.3333333333333333,0.42857142857142855,0.050964719143762556,3,5,2,6
21,0.7365673676781033,0.7046746462583542,0.44565217391304346,0.37254901960784315,0.5365853658536586,0.4631578947368421,-0.09172503926212697,22,19,32,19,0.5,0.42857142857142855,0.5555555555555556,0.5555555555555556,-0.015873015873015872,5,3,4,4
22,0.6774627955063529,0.5747610330581665,0.5760869565217391,0.5882352941176471,0.5609756097560976,0.5411764705882354,0.14846723507373452,23,30,21,18,0.75,0.7142857142857143,0.7777777777777778,0.7777777777777778,0.49206349206349204,7,5,2,2
23,0.6940332184667173,0.5915192365646362,0.532608695652174,0.46,0.6190476190476191,0.5473684210526316,0.07967612464754342,26,23,27,16,0.75,0.42857142857142855,1.0,0.8181818181818181,0.5447047794019222,9,3,4,0
24,0.6872150859107142,0.5746292993426323,0.5652173913043478,0.42,0.7380952380952381,0.607843137254902,0.16533995762459114,31,21,29,11,0.75,0.5714285714285714,0.8888888888888888,0.7999999999999999,0.49265895172303803,8,4,3,1
25,0.6647127011547918,0.5944415032863617,0.6304347826086957,0.6,0.6666666666666666,0.6222222222222222,0.2659080117391552,28,30,20,14,0.6875,0.42857142857142855,0.8888888888888888,0.761904761904762,0.363696483726654,8,3,4,1
26,0.673591787400453,0.5429643616080284,0.6086956521739131,0.58,0.6428571428571429,0.6000000000000001,0.22222312409629397,27,29,21,15,0.8125,0.5714285714285714,1.0,0.8571428571428571,0.6546536707079771,9,4,3,0
27,0.701753749795582,0.5565783455967903,0.532608695652174,0.52,0.5476190476190477,0.5168539325842697,0.06737883709922471,23,26,24,19,0.75,0.5714285714285714,0.8888888888888888,0.7999999999999999,0.49265895172303803,8,4,3,1
28,0.6594538870065109,0.5701972246170044,0.6195652173913043,0.62,0.6190476190476191,0.5977011494252873,0.23819842411134368,26,31,19,16,0.75,0.5714285714285714,0.8888888888888888,0.7999999999999999,0.49265895172303803,8,4,3,1
29,0.705497726150181,0.7061290293931961,0.5108695652173914,0.5,0.5238095238095238,0.49438202247191015,0.023724942640572077,22,25,25,20,0.5,0.8571428571428571,0.2222222222222222,0.3333333333333333,0.10087125544480041,2,6,1,7
30,0.6667180320490962,0.6446037665009499,0.5869565217391305,0.5686274509803921,0.6097560975609756,0.5681818181818181,0.17736855567380302,25,29,22,16,0.75,0.7142857142857143,0.7777777777777778,0.7777777777777778,0.49206349206349204,7,5,2,2
31,0.6847427953844485,0.5767287537455559,0.5543478260869565,0.49019607843137253,0.6341463414634146,0.5591397849462365,0.12467077639466437,26,25,26,15,0.8125,0.7142857142857143,0.8888888888888888,0.8421052631578948,0.6180700462007377,8,5,2,1
32,0.6774805408457051,0.6074325442314148,0.5978260869565217,0.56,0.6428571428571429,0.5934065934065934,0.2025198905160868,27,28,22,15,0.75,0.5714285714285714,0.8888888888888888,0.7999999999999999,0.49265895172303803,8,4,3,1
33,0.6336547149264294,0.611273854970932,0.6630434782608695,0.6274509803921569,0.7073170731707317,0.6516853932584269,0.3330995658705582,29,32,19,12,0.6875,0.7142857142857143,0.6666666666666666,0.7058823529411765,0.3779644730092272,6,5,2,3
34,0.6807157073331915,0.7219866067171097,0.5543478260869565,0.56,0.5476190476190477,0.5287356321839081,0.10723674073538579,23,28,22,19,0.5625,0.7142857142857143,0.4444444444444444,0.5333333333333333,0.16265001215808886,4,5,2,5
35,0.6795697510242462,0.7540386021137238,0.5543478260869565,0.5,0.6190476190476191,0.5591397849462365,0.11930354399877244,26,25,25,16,0.375,0.42857142857142855,0.3333333333333333,0.375,-0.23809523809523808,3,3,4,6
36,0.7044783545577008,0.6959883570671082,0.4782608695652174,0.46,0.5,0.4666666666666667,-0.03988620176087328,21,23,27,21,0.5625,0.42857142857142855,0.6666666666666666,0.631578947368421,0.09759000729485331,6,3,4,3
37,0.6994873881340027,0.6541019976139069,0.5217391304347826,0.52,0.5238095238095238,0.5,0.04364357804719848,22,26,24,20,0.5625,0.42857142857142855,0.6666666666666666,0.631578947368421,0.09759000729485331,6,3,4,3
38,0.6203622532927472,0.6986920684576035,0.7065217391304348,0.7,0.7142857142857143,0.689655172413793,0.4128140019459542,30,35,15,12,0.4375,0.42857142857142855,0.4444444444444444,0.47058823529411764,-0.1259881576697424,4,3,4,5
39,0.6657925222230994,0.6685697138309479,0.5760869565217391,0.58,0.5714285714285714,0.5517241379310344,0.15089063519403842,24,29,21,18,0.625,0.5714285714285714,0.6666666666666666,0.6666666666666666,0.23809523809523808,6,4,3,3
40,0.6311357461887858,0.5793295726180077,0.6413043478260869,0.6,0.6904761904761905,0.6373626373626373,0.2899932704573074,29,30,20,13,0.75,0.5714285714285714,0.8888888888888888,0.7999999999999999,0.49265895172303803,8,4,3,1
41,0.6259806894737742,0.613765299320221,0.6521739130434783,0.6078431372549019,0.7073170731707317,0.6444444444444445,0.31396130846544285,29,31,20,12,0.75,0.7142857142857143,0.7777777777777778,0.7777777777777778,0.49206349206349204,7,5,2,2
42,0.638870639645535,0.6943778991699219,0.6304347826086957,0.66,0.5952380952380952,0.5952380952380952,0.25523809523809526,25,33,17,17,0.5625,0.7142857142857143,0.4444444444444444,0.5333333333333333,0.16265001215808886,4,5,2,5
43,0.6588593825050022,0.5808059722185135,0.5978260869565217,0.6,0.5952380952380952,0.574712643678161,0.19454452965269103,25,30,20,17,0.75,0.7142857142857143,0.7777777777777778,0.7777777777777778,0.49206349206349204,7,5,2,2
44,0.6281742051891659,0.557766281068325,0.6304347826086957,0.64,0.6190476190476191,0.6046511627906977,0.25831063997517933,26,32,18,16,0.75,0.5714285714285714,0.8888888888888888,0.7999999999999999,0.49265895172303803,8,4,3,1
45,0.677342616993448,0.5214568823575974,0.6086956521739131,0.62,0.5952380952380952,0.5813953488372093,0.21462575233231812,25,31,19,17,0.8125,0.7142857142857143,0.8888888888888888,0.8421052631578948,0.6180700462007377,8,5,2,1
46,0.5884648496690004,0.6008582264184952,0.717391304347826,0.6862745098039216,0.7560975609756098,0.7045454545454545,0.43985499731439087,31,35,16,10,0.6875,0.5714285714285714,0.7777777777777778,0.7368421052631577,0.3578300267477955,7,4,3,2
47,0.6018885179706241,0.5657568722963333,0.7282608695652174,0.8,0.6428571428571429,0.6835443037974683,0.4498742072922189,27,40,10,15,0.8125,0.7142857142857143,0.8888888888888888,0.8421052631578948,0.6180700462007377,8,5,2,1
48,0.5742849474367888,0.5690503343939781,0.6956521739130435,0.76,0.6190476190476191,0.6500000000000001,0.3834552976339997,26,38,12,16,0.8125,0.7142857142857143,0.8888888888888888,0.8421052631578948,0.6180700462007377,8,5,2,1
49,0.6133601367473602,0.5159669145941734,0.6195652173913043,0.6078431372549019,0.6341463414634146,0.5977011494252873,0.24055570926238246,26,31,20,15,0.75,0.7142857142857143,0.7777777777777778,0.7777777777777778,0.49206349206349204,7,5,2,2
50,0.5980265425599139,0.5783677324652672,0.6956521739130435,0.72,0.6666666666666666,0.6666666666666666,0.38666666666666666,28,36,14,14,0.6875,0.8571428571428571,0.5555555555555556,0.6666666666666667,0.42289003161103106,5,6,1,4
51,0.5455331685750381,0.5422194302082062,0.782608695652174,0.803921568627451,0.7560975609756098,0.7560975609756099,0.5600191296030608,31,41,10,10,0.8125,0.7142857142857143,0.8888888888888888,0.8421052631578948,0.6180700462007377,8,5,2,1
52,0.6176361350909524,0.6097693219780922,0.6630434782608695,0.6666666666666666,0.6585365853658537,0.6352941176470588,0.3235824354171137,27,34,17,14,0.6875,0.42857142857142855,0.8888888888888888,0.761904761904762,0.363696483726654,8,3,4,1
53,0.5789859566999518,0.7341707646846771,0.7282608695652174,0.74,0.7142857142857143,0.7058823529411765,0.4535304590430676,30,37,13,12,0.5625,0.8571428571428571,0.3333333333333333,0.46153846153846156,0.21821789023599236,3,6,1,6
54,0.6579167505969172,0.646943099796772,0.5869565217391305,0.58,0.5952380952380952,0.5681818181818181,0.1745743121887939,25,29,21,17,0.5625,0.7142857142857143,0.4444444444444444,0.5333333333333333,0.16265001215808886,4,5,2,5
55,0.5962849039098491,0.6015857607126236,0.7391304347826086,0.78,0.6904761904761905,0.7073170731707318,0.4727326839517133,29,39,11,13,0.6875,0.7142857142857143,0.6666666666666666,0.7058823529411765,0.3779644730092272,6,5,2,3
56,0.5918879353481791,0.5647249817848206,0.7282608695652174,0.78,0.6666666666666666,0.691358024691358,0.4502181019240707,28,39,11,14,0.75,0.5714285714285714,0.8888888888888888,0.7999999999999999,0.49265895172303803,8,4,3,1
57,0.5426582745883776,0.5612706542015076,0.7608695652173914,0.7450980392156863,0.7804878048780488,0.7441860465116279,0.522595288701098,32,38,13,9,0.75,0.5714285714285714,0.8888888888888888,0.7999999999999999,0.49265895172303803,8,4,3,1
58,0.5801970880964528,0.6575327515602112,0.7282608695652174,0.7843137254901961,0.6585365853658537,0.6835443037974684,0.44703887556173455,27,40,11,14,0.6875,0.7142857142857143,0.6666666666666666,0.7058823529411765,0.3779644730092272,6,5,2,3
59,0.5882774513700734,0.5606306195259094,0.6956521739130435,0.7058823529411765,0.6829268292682927,0.6666666666666667,0.3873301119611609,28,36,15,13,0.75,0.7142857142857143,0.7777777777777778,0.7777777777777778,0.49206349206349204,7,5,2,2
60,0.6229833299699037,0.5061279311776161,0.6413043478260869,0.6470588235294118,0.6341463414634146,0.611764705882353,0.2798036353312689,26,33,18,15,0.8125,0.8571428571428571,0.7777777777777778,0.823529411764706,0.629940788348712,7,6,1,2
61,0.5757390144078628,0.6413218006491661,0.7282608695652174,0.7450980392156863,0.7073170731707317,0.6987951807228916,0.4514446104913549,29,38,13,12,0.625,0.8571428571428571,0.4444444444444444,0.5714285714285714,0.32277655457716287,4,6,1,5
62,0.5783922620441603,0.6710739135742188,0.6956521739130435,0.7058823529411765,0.6829268292682927,0.6666666666666667,0.3873301119611609,28,36,15,13,0.625,0.5714285714285714,0.6666666666666666,0.6666666666666666,0.23809523809523808,6,4,3,3
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