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
1,0.7113434672355652,0.6830481290817261,0.4107142857142857,0.04918032786885246,0.8431372549019608,0.5657894736842105,-0.18019294032834424,43,3,58,8,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
2,0.7109857457024711,0.6745466192563375,0.49107142857142855,0.08333333333333333,0.9615384615384616,0.6369426751592356,0.09245003270420485,50,5,55,2,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
3,0.7117202750274113,0.6687986850738525,0.42857142857142855,0.01639344262295082,0.9215686274509803,0.5949367088607594,-0.14959959315584687,47,1,60,4,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
4,0.7093027659824916,0.6657654841740926,0.4375,0.06666666666666667,0.8653846153846154,0.5882352941176471,-0.11386795851253752,45,4,56,7,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
5,0.7112235682351249,0.6714755694071451,0.41964285714285715,0.016666666666666666,0.8846153846153846,0.5859872611464968,-0.20339007194925066,46,1,59,6,0.7083333333333334,0.25,0.9375,0.8108108108108109,0.2672612419124244,15,2,6,1
6,0.7073124306542533,0.6683549284934998,0.42857142857142855,0.04918032786885246,0.8823529411764706,0.5844155844155844,-0.12542662339750632,45,3,58,6,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
7,0.7108263713972909,0.6692952712376913,0.4642857142857143,0.05,0.9423076923076923,0.620253164556962,-0.01703748109239964,49,3,57,3,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
8,0.7124819074358258,0.6680888334910074,0.4375,0.03278688524590164,0.9215686274509803,0.5987261146496815,-0.1009508037373871,47,2,59,4,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
9,0.7147089881556374,0.6659666697184244,0.4642857142857143,0.04918032786885246,0.9607843137254902,0.620253164556962,0.024028950196016856,49,3,58,2,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
10,0.7118553221225739,0.6677395502726237,0.45535714285714285,0.06666666666666667,0.9038461538461539,0.6064516129032258,-0.05409668631386575,47,4,56,5,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
11,0.7136171289852687,0.6685201128323873,0.4017857142857143,0.0,0.8823529411764706,0.5732484076433121,-0.2601971420273499,45,0,61,6,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
12,0.7131409049034119,0.6700807213783264,0.4375,0.04918032786885246,0.9019607843137255,0.5935483870967742,-0.09447826716575836,46,3,58,5,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
13,0.7116410391671317,0.6668752233187357,0.44642857142857145,0.06666666666666667,0.8846153846153846,0.5974025974025974,-0.08520522057286624,46,4,56,6,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
14,0.7144073120185307,0.6673387487729391,0.45535714285714285,0.03333333333333333,0.9423076923076923,0.6163522012578617,-0.058824657098619705,49,2,58,3,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
15,0.7126800843647548,0.6697001258532206,0.41964285714285715,0.01639344262295082,0.9019607843137255,0.5859872611464968,-0.18057397288236848,46,1,60,5,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
16,0.712593001978738,0.669138511021932,0.4107142857142857,0.04918032786885246,0.8431372549019608,0.5657894736842105,-0.18019294032834424,43,3,58,8,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
17,0.710133467401777,0.6687487959861755,0.4732142857142857,0.08333333333333333,0.9230769230769231,0.6193548387096774,0.011760149198666468,48,5,55,4,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
18,0.7137129945414407,0.6672195792198181,0.44642857142857145,0.03333333333333333,0.9230769230769231,0.6075949367088607,-0.09654572619026462,48,2,58,4,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
19,0.7045073934963771,0.6693373521169027,0.44642857142857145,0.06666666666666667,0.8846153846153846,0.5974025974025974,-0.08520522057286624,46,4,56,6,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
20,0.711764007806778,0.6649710138638815,0.42857142857142855,0.03333333333333333,0.8846153846153846,0.5897435897435898,-0.15889162445979146,46,2,58,6,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
21,0.7049075237342289,0.6677592595418295,0.48214285714285715,0.09836065573770492,0.9411764705882353,0.6233766233766235,0.07242945858165858,48,6,55,3,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
22,0.7104319887501853,0.6701473792394003,0.4642857142857143,0.08196721311475409,0.9215686274509803,0.6103896103896104,0.006477431255270279,47,5,56,4,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
23,0.7064163344247001,0.6724463105201721,0.44642857142857145,0.05,0.9038461538461539,0.6025641025641025,-0.08937653875863269,47,3,57,5,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
24,0.706933149269649,0.6696440577507019,0.4732142857142857,0.11475409836065574,0.9019607843137255,0.609271523178808,0.0269130374085966,46,7,54,5,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
25,0.70181491119521,0.6693017284075419,0.45535714285714285,0.05,0.9230769230769231,0.6114649681528662,-0.05547001962252291,48,3,57,4,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
26,0.711567861693246,0.6719949046770731,0.45535714285714285,0.08333333333333333,0.8846153846153846,0.6013071895424836,-0.0537113011851592,46,5,55,6,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
27,0.7102321897234235,0.6658723553021749,0.4375,0.05,0.8846153846153846,0.5935483870967742,-0.11995352182639797,46,3,57,6,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
28,0.7064512159143176,0.669766386349996,0.5089285714285714,0.08333333333333333,1.0,0.6540880503144654,0.20124224796896215,52,5,55,0,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
29,0.7098183376448495,0.668293297290802,0.4732142857142857,0.1,0.9038461538461539,0.6143790849673203,0.006445356142219105,47,6,54,5,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
30,0.7113405168056488,0.6701930363972982,0.45535714285714285,0.05,0.9230769230769231,0.6114649681528662,-0.05547001962252291,48,3,57,4,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
31,0.7090226326669965,0.668651282787323,0.45535714285714285,0.06557377049180328,0.9215686274509803,0.6064516129032258,-0.024862701885725882,47,4,57,4,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
32,0.7121796437672206,0.6724109252293905,0.4732142857142857,0.06557377049180328,0.9607843137254902,0.6242038216560509,0.058295534552575655,49,4,57,2,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
33,0.7099085875919887,0.6676932374636332,0.4375,0.04918032786885246,0.9019607843137255,0.5935483870967742,-0.09447826716575836,46,3,58,5,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
34,0.7114149842943464,0.6677915851275126,0.4732142857142857,0.08196721311475409,0.9411764705882353,0.6193548387096774,0.04475286339430659,48,5,56,3,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
35,0.7094319079603467,0.6685389876365662,0.4017857142857143,0.016666666666666666,0.8461538461538461,0.567741935483871,-0.25166719285146244,44,1,59,8,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
36,0.718042118208749,0.6690392891565958,0.41964285714285715,0.06557377049180328,0.8431372549019608,0.5695364238410596,-0.14698658892387373,43,4,57,8,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
37,0.7125892979758126,0.66921999057134,0.4375,0.05,0.8846153846153846,0.5935483870967742,-0.11995352182639797,46,3,57,6,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
38,0.7137625345161983,0.666232188542684,0.4375,0.08333333333333333,0.8461538461538461,0.5827814569536425,-0.1097883126381635,44,5,55,8,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
39,0.7047136213098254,0.6717490156491598,0.4642857142857143,0.05,0.9423076923076923,0.620253164556962,-0.01703748109239964,49,3,57,3,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
40,0.711744657584599,0.6677469809850057,0.44642857142857145,0.03278688524590164,0.9411764705882353,0.6075949367088607,-0.062785321479915,48,2,59,3,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
41,0.7098054119518825,0.6708395481109619,0.4732142857142857,0.08196721311475409,0.9411764705882353,0.6193548387096774,0.04475286339430659,48,5,56,3,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
42,0.7145945131778717,0.671254555384318,0.4642857142857143,0.04918032786885246,0.9607843137254902,0.620253164556962,0.024028950196016856,49,3,58,2,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
43,0.7069673878805978,0.6701874335606893,0.48214285714285715,0.08196721311475409,0.9607843137254902,0.6282051282051282,0.08795448010813221,49,5,56,2,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
44,0.7127983527524131,0.6675251722335815,0.44642857142857145,0.06666666666666667,0.8846153846153846,0.5974025974025974,-0.08520522057286624,46,4,56,6,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
45,0.709658852645329,0.6677645246187845,0.4642857142857143,0.08196721311475409,0.9215686274509803,0.6103896103896104,0.006477431255270279,47,5,56,4,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
46,0.7081808958734784,0.6686993638674418,0.4732142857142857,0.08196721311475409,0.9411764705882353,0.6193548387096774,0.04475286339430659,48,5,56,3,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
47,0.7088919878005981,0.6681377291679382,0.4732142857142857,0.08196721311475409,0.9411764705882353,0.6193548387096774,0.04475286339430659,48,5,56,3,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
48,0.714130414383752,0.6705713868141174,0.42857142857142855,0.08333333333333333,0.8269230769230769,0.5733333333333333,-0.13533299049019168,43,5,55,9,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
49,0.7098446190357208,0.6668106913566589,0.4732142857142857,0.06557377049180328,0.9607843137254902,0.6242038216560509,0.058295534552575655,49,4,57,2,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
50,0.7101518639496395,0.6695058941841125,0.48214285714285715,0.09836065573770492,0.9411764705882353,0.6233766233766235,0.07242945858165858,48,6,55,3,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
51,0.7130448051861354,0.6737890044848124,0.42857142857142855,0.03333333333333333,0.8846153846153846,0.5897435897435898,-0.15889162445979146,46,2,58,6,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
52,0.7174814854349408,0.6678599317868551,0.375,0.03278688524590164,0.7843137254901961,0.5333333333333333,-0.2843629345535564,40,2,59,11,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
53,0.7082307849611554,0.6704887549082438,0.4732142857142857,0.08333333333333333,0.9230769230769231,0.6193548387096774,0.011760149198666468,48,5,55,4,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
54,0.712643734046391,0.6678304473559061,0.42857142857142855,0.04918032786885246,0.8823529411764706,0.5844155844155844,-0.12542662339750632,45,3,58,6,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
55,0.7031652331352234,0.6704664826393127,0.4642857142857143,0.03333333333333333,0.9615384615384616,0.625,-0.013781637176578718,50,2,58,2,0.7083333333333334,0.125,1.0,0.8205128205128205,0.29488391230979427,16,1,7,0
56,0.7088741362094879,0.6692436933517456,0.44642857142857145,0.016666666666666666,0.9423076923076923,0.6125,-0.11025309741262974,49,1,59,3,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
57,0.7067798461232867,0.6714314023653666,0.48214285714285715,0.08196721311475409,0.9607843137254902,0.6282051282051282,0.08795448010813221,49,5,56,2,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
58,0.7122119878019605,0.668652355670929,0.4642857142857143,0.05,0.9423076923076923,0.620253164556962,-0.01703748109239964,49,3,57,3,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
59,0.7124053069523403,0.6676350633303324,0.4642857142857143,0.09836065573770492,0.9019607843137255,0.6052631578947368,0.0005378893741144604,46,6,55,5,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
60,0.7095192330224174,0.6643181045850118,0.4642857142857143,0.04918032786885246,0.9607843137254902,0.620253164556962,0.024028950196016856,49,3,58,2,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
61,0.7107497155666351,0.6714438994725546,0.48214285714285715,0.06666666666666667,0.9615384615384616,0.6329113924050632,0.06247076400546535,50,4,56,2,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
62,0.7038261592388153,0.665553092956543,0.48214285714285715,0.1,0.9230769230769231,0.6233766233766235,0.040360367639778745,48,6,54,4,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
63,0.7128545258726392,0.6700397332509359,0.48214285714285715,0.11475409836065574,0.9215686274509803,0.618421052631579,0.06078149927493402,47,7,54,4,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
64,0.7114293788160596,0.6696188052495321,0.4732142857142857,0.09836065573770492,0.9215686274509803,0.6143790849673202,0.03480499679162728,47,6,55,4,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
65,0.7122737552438464,0.6696693102518717,0.48214285714285715,0.06666666666666667,0.9615384615384616,0.6329113924050632,0.06247076400546535,50,4,56,2,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
66,0.7147701510361263,0.6695337295532227,0.4375,0.04918032786885246,0.9019607843137255,0.5935483870967742,-0.09447826716575836,46,3,58,5,0.75,0.25,1.0,0.8421052631578948,0.42640143271122083,16,2,6,0
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