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
1,0.6972262612704573,0.6746732592582703,0.4827586206896552,0.5789473684210527,0.3898305084745763,0.4339622641509434,-0.031794528655225335,23,33,24,36,0.5357142857142857,0.5333333333333333,0.5384615384615384,0.5185185185185186,0.07161148740394328,7,8,7,6
2,0.6773107904812385,0.5904526710510254,0.6120689655172413,0.5789473684210527,0.6440677966101694,0.628099173553719,0.223514192652346,38,33,24,21,0.7142857142857143,0.6666666666666666,0.7692307692307693,0.7142857142857142,0.4358974358974359,10,10,5,3
3,0.6669258434196998,0.6084022947720119,0.6551724137931034,0.6842105263157895,0.6271186440677966,0.6491228070175439,0.3117001316952592,37,39,18,22,0.6428571428571429,0.4666666666666667,0.8461538461538461,0.6875,0.33405230603887553,11,7,8,2
4,0.6279532292793537,0.5992076482091632,0.6724137931034483,0.6842105263157895,0.6610169491525424,0.6724137931034484,0.3452274754683318,39,39,18,20,0.6785714285714286,0.5333333333333333,0.8461538461538461,0.7096774193548387,0.3949827793858816,11,8,7,2
5,0.6637458215499746,0.6877161306994302,0.603448275862069,0.543859649122807,0.6610169491525424,0.6290322580645161,0.20635453698831255,39,31,26,20,0.5714285714285714,0.5333333333333333,0.6153846153846154,0.5714285714285715,0.14871794871794872,8,8,7,5
6,0.629355617638292,0.6025939541203635,0.6896551724137931,0.6842105263157895,0.6949152542372882,0.6949152542372882,0.3791257805530776,41,39,18,18,0.7142857142857143,0.6666666666666666,0.7692307692307693,0.7142857142857142,0.4358974358974359,10,10,5,3
7,0.6499656181910942,0.5674086596284594,0.646551724137931,0.6666666666666666,0.6271186440677966,0.6434782608695652,0.2939164356286219,37,38,19,22,0.7142857142857143,0.6,0.8461538461538461,0.7333333333333334,0.4555973021063105,11,9,6,2
8,0.6494103485140307,0.6863581793648856,0.6206896551724138,0.6140350877192983,0.6271186440677966,0.6271186440677966,0.24115373178709484,37,35,22,22,0.5,0.8,0.15384615384615385,0.2222222222222222,-0.06010025069647601,2,12,3,11
9,0.6246241084460554,0.5521223843097687,0.6637931034482759,0.6140350877192983,0.711864406779661,0.6829268292682927,0.3276087266170834,42,35,22,17,0.75,0.6,0.9230769230769231,0.7741935483870968,0.5444357229372963,12,9,6,1
10,0.6337010552143229,0.6218980550765991,0.6551724137931034,0.6666666666666666,0.6440677966101694,0.6551724137931034,0.3107344632768362,38,38,19,21,0.6785714285714286,0.5333333333333333,0.8461538461538461,0.7096774193548387,0.3949827793858816,11,8,7,2
11,0.6400181568902115,0.5842470100947789,0.6379310344827587,0.6140350877192983,0.6610169491525424,0.65,0.27537977251013823,39,35,22,20,0.6785714285714286,0.6,0.7692307692307693,0.6896551724137931,0.3721042037676254,10,9,6,3
12,0.5695493601519486,0.5213850353445325,0.75,0.7192982456140351,0.7796610169491526,0.7603305785123968,0.5000757536941821,46,41,16,13,0.7857142857142857,0.8,0.7692307692307693,0.7692307692307693,0.5692307692307692,10,12,3,3
13,0.6179441080011171,0.5683072294507708,0.6637931034482759,0.6666666666666666,0.6610169491525424,0.6666666666666666,0.3276349077378074,39,38,19,20,0.75,0.6,0.9230769230769231,0.7741935483870968,0.5444357229372963,12,9,6,1
14,0.6295558378614229,0.6215755258287702,0.6551724137931034,0.6491228070175439,0.6610169491525424,0.6610169491525424,0.3101397561700862,39,37,20,20,0.6428571428571429,0.4666666666666667,0.8461538461538461,0.6875,0.33405230603887553,11,7,8,2
15,0.6300602524444975,0.5422470399311611,0.6379310344827587,0.543859649122807,0.7288135593220338,0.671875,0.27767221692230126,43,31,26,16,0.7857142857142857,0.6,1.0,0.8125000000000001,0.6407232755171874,13,9,6,0
16,0.5804878832965061,0.6109523475170135,0.7155172413793104,0.6842105263157895,0.7457627118644068,0.7272727272727273,0.4309353634337231,44,39,18,15,0.7142857142857143,0.8666666666666667,0.5384615384615384,0.6363636363636364,0.43262511765690437,7,13,2,6
17,0.5907192219947947,0.6179094272000449,0.6896551724137931,0.7192982456140351,0.6610169491525424,0.6842105263157895,0.3807683557194236,39,41,16,20,0.6785714285714286,0.5333333333333333,0.8461538461538461,0.7096774193548387,0.3949827793858816,11,8,7,2
18,0.6241633789292698,0.5348593081746783,0.6379310344827587,0.5789473684210527,0.6949152542372882,0.6612903225806452,0.275838212723129,41,33,24,18,0.75,0.8,0.6923076923076923,0.7199999999999999,0.49613893835683387,9,12,3,4
19,0.6285487660046282,0.5493667125701904,0.6896551724137931,0.6842105263157895,0.6949152542372882,0.6949152542372882,0.3791257805530776,41,39,18,18,0.75,0.6666666666666666,0.8461538461538461,0.7586206896551724,0.516811394121702,11,10,5,2
20,0.5408329809534138,0.5478044492857796,0.7931034482758621,0.7719298245614035,0.8135593220338984,0.8,0.586186780618878,48,44,13,11,0.75,0.8,0.6923076923076923,0.7199999999999999,0.49613893835683387,9,12,3,4
21,0.5818887455710049,0.640541843005589,0.7155172413793104,0.6842105263157895,0.7457627118644068,0.7272727272727273,0.4309353634337231,44,39,18,15,0.5714285714285714,0.4,0.7692307692307693,0.625,0.18071682129971955,10,6,9,3
22,0.5600291932451313,0.5168929994106293,0.7327586206896551,0.7017543859649122,0.7627118644067796,0.743801652892562,0.4655055585639526,45,40,17,14,0.7857142857142857,0.8,0.7692307692307693,0.7692307692307693,0.5692307692307692,10,12,3,3
23,0.5283364530267387,0.618688553571701,0.7844827586206896,0.8070175438596491,0.7627118644067796,0.782608695652174,0.5699836950044935,45,46,11,14,0.6785714285714286,0.5333333333333333,0.8461538461538461,0.7096774193548387,0.3949827793858816,11,8,7,2
24,0.5163876660938921,0.5739089548587799,0.7844827586206896,0.7894736842105263,0.7796610169491526,0.7863247863247863,0.5690501029130339,46,45,12,13,0.7142857142857143,0.6666666666666666,0.7692307692307693,0.7142857142857142,0.4358974358974359,10,10,5,3
25,0.5480019974297491,0.648214225258146,0.7327586206896551,0.7017543859649122,0.7627118644067796,0.743801652892562,0.4655055585639526,45,40,17,14,0.6785714285714286,0.5333333333333333,0.8461538461538461,0.7096774193548387,0.3949827793858816,11,8,7,2
26,0.5456597948896473,0.548370748758316,0.7586206896551724,0.7368421052631579,0.7796610169491526,0.7666666666666666,0.5171185565947136,46,42,15,13,0.75,0.7333333333333333,0.7692307692307693,0.7407407407407408,0.5012804118276031,10,11,4,3
27,0.5155629587584528,0.565414160490036,0.7931034482758621,0.7719298245614035,0.8135593220338984,0.8,0.586186780618878,48,44,13,11,0.7857142857142857,0.8666666666666667,0.6923076923076923,0.7500000000000001,0.5708058152826189,9,13,2,4
28,0.45862034271503316,0.6610881515911647,0.8362068965517241,0.8421052631578947,0.8305084745762712,0.8376068376068375,0.672513757988131,49,48,9,10,0.6071428571428571,0.4,0.8461538461538461,0.6666666666666667,0.271746488194703,11,6,9,2
29,0.5508551381785294,0.5865083421979632,0.7413793103448276,0.7894736842105263,0.6949152542372882,0.7321428571428573,0.4861266621936761,41,45,12,18,0.7142857142857143,0.7333333333333333,0.6923076923076923,0.6923076923076923,0.4256410256410256,9,11,4,4
30,0.5563471091204676,0.6091919796807426,0.75,0.7543859649122807,0.7457627118644068,0.752136752136752,0.5000743328629692,44,43,14,15,0.6785714285714286,0.4666666666666667,0.9230769230769231,0.7272727272727274,0.43026527297494643,12,7,8,1
31,0.5996455889323662,0.5406737753323146,0.6637931034482759,0.631578947368421,0.6949152542372882,0.6776859504132231,0.32722477804303457,41,36,21,18,0.7857142857142857,0.8,0.7692307692307693,0.7692307692307693,0.5692307692307692,10,12,3,3
32,0.5301841137738064,0.6163077311856406,0.8017241379310345,0.7719298245614035,0.8305084745762712,0.8099173553719008,0.6037863390848707,49,44,13,10,0.6785714285714286,0.6,0.7692307692307693,0.6896551724137931,0.3721042037676254,10,9,6,3
33,0.515694455853824,0.45322801385607037,0.7931034482758621,0.7719298245614035,0.8135593220338984,0.8,0.586186780618878,48,44,13,11,0.8928571428571429,1.0,0.7692307692307693,0.8695652173913044,0.8006407690254357,10,15,0,3
34,0.5407107081906549,0.5829070040157863,0.7586206896551724,0.7543859649122807,0.7627118644067796,0.7627118644067796,0.5170978293190603,45,43,14,14,0.7142857142857143,0.6,0.8461538461538461,0.7333333333333334,0.4555973021063105,11,9,6,2
35,0.4943533426728742,0.5503859775406974,0.7931034482758621,0.7894736842105263,0.7966101694915254,0.7966101694915254,0.5860838537020517,47,45,12,12,0.7857142857142857,0.7333333333333333,0.8461538461538461,0.7857142857142856,0.5794871794871795,11,11,4,2
36,0.5161147980854429,0.5677110723086766,0.8103448275862069,0.8421052631578947,0.7796610169491526,0.8070175438596492,0.622507139803999,46,48,9,13,0.6785714285714286,0.6666666666666666,0.6923076923076923,0.6666666666666666,0.35805743701971643,9,10,5,4
37,0.4342674520508996,0.6156899801322392,0.8706896551724138,0.9122807017543859,0.8305084745762712,0.8672566371681415,0.7444512709940805,49,52,5,10,0.6785714285714286,0.5333333333333333,0.8461538461538461,0.7096774193548387,0.3949827793858816,11,8,7,2
38,0.48222213264169367,0.652651629277638,0.8275862068965517,0.8245614035087719,0.8305084745762712,0.8305084745762712,0.6550698780850431,49,47,10,10,0.6785714285714286,0.5333333333333333,0.8461538461538461,0.7096774193548387,0.3949827793858816,11,8,7,2
39,0.43250775439985867,0.5547864735126495,0.8793103448275862,0.8596491228070176,0.8983050847457628,0.8833333333333333,0.758857340679289,53,49,8,6,0.75,0.8666666666666667,0.6153846153846154,0.6956521739130435,0.5017348819226064,8,13,2,5
40,0.43613724667450476,0.6039529868534633,0.8879310344827587,0.8596491228070176,0.9152542372881356,0.8925619834710744,0.7766373147360183,54,49,8,5,0.6785714285714286,0.4666666666666667,0.9230769230769231,0.7272727272727274,0.43026527297494643,12,7,8,1
41,0.4205681157523188,0.5311006350176675,0.896551724137931,0.8771929824561403,0.9152542372881356,0.9,0.7933914526913712,54,50,7,5,0.75,0.6666666666666666,0.8461538461538461,0.7586206896551724,0.516811394121702,11,10,5,2
42,0.5743549681943039,0.562086454459599,0.7241379310344828,0.7192982456140351,0.7288135593220338,0.7288135593220338,0.448111804936069,43,41,16,16,0.7142857142857143,0.5333333333333333,0.9230769230769231,0.7499999999999999,0.4873877907780315,12,8,7,1
43,0.5650067678813276,0.6413933166435787,0.75,0.7543859649122807,0.7457627118644068,0.752136752136752,0.5000743328629692,44,43,14,15,0.6071428571428571,0.5333333333333333,0.6923076923076923,0.6206896551724138,0.22739701341354884,9,8,7,4
44,0.47076515699255056,0.5450355964047569,0.8620689655172413,0.8771929824561403,0.847457627118644,0.8620689655172413,0.7246506095747844,50,50,7,9,0.75,0.5333333333333333,1.0,0.787878787878788,0.5887840577551898,13,8,7,0
45,0.5128362415165737,0.4933380697454725,0.7931034482758621,0.8070175438596491,0.7796610169491526,0.7931034482758621,0.5866785608088017,46,46,11,13,0.8214285714285714,0.7333333333333333,0.9230769230769231,0.8275862068965517,0.6615185844757785,12,11,4,1
46,0.5125274236859947,0.5962234820638385,0.8017241379310345,0.8070175438596491,0.7966101694915254,0.8034188034188032,0.6035379879380662,47,46,11,12,0.6785714285714286,0.6666666666666666,0.6923076923076923,0.6666666666666666,0.35805743701971643,9,10,5,4
47,0.4914147226974882,0.5487990209034511,0.8362068965517241,0.8947368421052632,0.7796610169491526,0.8288288288288288,0.6779348466857164,46,51,6,13,0.7142857142857143,0.7333333333333333,0.6923076923076923,0.6923076923076923,0.4256410256410256,9,11,4,4
48,0.48495978733588907,0.4877356546265738,0.8189655172413793,0.8771929824561403,0.7627118644067796,0.8108108108108109,0.6432609303649302,45,50,7,14,0.8214285714285714,0.7333333333333333,0.9230769230769231,0.8275862068965517,0.6615185844757785,12,11,4,1
49,0.47074801962951135,0.5623149233204978,0.8448275862068966,0.7894736842105263,0.8983050847457628,0.8548387096774194,0.6927402671320274,53,45,12,6,0.7142857142857143,0.6666666666666666,0.7692307692307693,0.7142857142857142,0.4358974358974359,10,10,5,3
50,0.5279654552196634,0.48913355810301645,0.7758620689655172,0.8070175438596491,0.7457627118644068,0.7719298245614035,0.5534389157798345,44,46,11,15,0.8214285714285714,1.0,0.6153846153846154,0.761904761904762,0.6793662204867575,8,15,0,5
51,0.5162162174438608,0.5936804243496486,0.7844827586206896,0.8070175438596491,0.7627118644067796,0.782608695652174,0.5699836950044935,45,46,11,14,0.6785714285714286,0.4666666666666667,0.9230769230769231,0.7272727272727274,0.43026527297494643,12,7,8,1
52,0.4799094107644311,0.5603524829660144,0.8103448275862069,0.8596491228070176,0.7627118644067796,0.8035714285714285,0.6245936795404322,45,49,8,14,0.7142857142857143,0.7333333333333333,0.6923076923076923,0.6923076923076923,0.4256410256410256,9,11,4,4
53,0.4532099623104622,0.5174695253372192,0.8706896551724138,0.8421052631578947,0.8983050847457628,0.8760330578512397,0.7420671196057887,53,48,9,6,0.75,0.6,0.9230769230769231,0.7741935483870968,0.5444357229372963,12,9,6,1
54,0.43146663698656806,0.47609682594026836,0.8706896551724138,0.8947368421052632,0.847457627118644,0.8695652173913044,0.7425257321144133,50,51,6,9,0.7857142857142857,0.9333333333333333,0.6153846153846154,0.7272727272727274,0.5859606023960603,8,14,1,5
55,0.47058540890956746,0.5325044052941459,0.8362068965517241,0.8421052631578947,0.8305084745762712,0.8376068376068375,0.672513757988131,49,48,9,10,0.75,0.7333333333333333,0.7692307692307693,0.7407407407407408,0.5012804118276031,10,11,4,3
56,0.46782995606290884,0.4929618792874472,0.853448275862069,0.8245614035087719,0.8813559322033898,0.859504132231405,0.7074969244755592,52,47,10,7,0.8214285714285714,0.8666666666666667,0.7692307692307693,0.8,0.6408461287109104,10,13,2,3
57,0.42312534924211176,0.523636234658105,0.8793103448275862,0.8421052631578947,0.9152542372881356,0.8852459016393444,0.760076493927129,54,48,9,5,0.7857142857142857,0.7333333333333333,0.8461538461538461,0.7857142857142856,0.5794871794871795,11,11,4,2
58,0.4984532604957449,0.6294842915875571,0.7931034482758621,0.7719298245614035,0.8135593220338984,0.8,0.586186780618878,48,44,13,11,0.6428571428571429,0.4666666666666667,0.8461538461538461,0.6875,0.33405230603887553,11,7,8,2
59,0.47739295096232975,0.5831557427133832,0.8362068965517241,0.7894736842105263,0.8813559322033898,0.8455284552845529,0.6743478898249453,52,45,12,7,0.6785714285714286,0.8,0.5384615384615384,0.608695652173913,0.3522819383711917,7,12,3,6
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