Learning Rate: 0.0001

Subject Number: 1
Accuracy Cross: [0.5294117647058824, 0.6176470588235294, 0.6323529411764706, 0.6617647058823529, 0.6029411764705882, 0.8695652173913043, 0.6956521739130435, 0.7391304347826086, 0.6666666666666666, 0.7971014492753623, 0.7205882352941176, 0.6617647058823529, 0.7205882352941176, 0.7058823529411765, 0.7205882352941176]
  mean: 0.6894430236, std: 0.0788583161
F1 Score: [0.5190765117235705, 0.6184940844247528, 0.633221850613155, 0.6611827956989247, 0.6054545454545455, 0.8764705882352941, 0.6815594974131559, 0.7288182831661092, 0.6531385281385281, 0.8048956593568927, 0.6509031198686371, 0.617723396366333, 0.6680276619931792, 0.6352941176470588, 0.6509031198686371]
  mean: 0.6670109173, std: 0.0817591211
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.9615384615384616, 1.0, 1.0, 1.0, 0.9230769230769231, 1.0, 0.9642857142857143, 0.9642857142857143, 0.9642857142857143, 1.0, 1.0]
  mean: 0.9851648352, std: 0.0229807870
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.9641025641025641, 1.0, 1.0, 1.0, 0.9365079365079365, 1.0, 0.9641025641025641, 0.9641025641025641, 0.9625668449197861, 1.0, 1.0]
  mean: 0.9860921649, std: 0.0206509770
--------------------------------------------------
Subject Number: 2
Accuracy Cross: [0.6521739130434783, 0.6521739130434783, 0.5942028985507246, 0.6811594202898551, 0.7536231884057971, 0.7352941176470589, 0.7647058823529411, 0.7647058823529411, 0.6764705882352942, 0.75, 0.8695652173913043, 0.7101449275362319, 0.7101449275362319, 0.6521739130434783, 0.7246376811594203]
  mean: 0.7127450980, std: 0.0638159380
F1 Score: [0.6363575846334467, 0.645995670995671, 0.5373015873015873, 0.6500443098016404, 0.7299544994944389, 0.6942495126705652, 0.7704704704704705, 0.7452667726420478, 0.6248168498168498, 0.7536717752234994, 0.8731589409957532, 0.6697916666666667, 0.6460084033613446, 0.5851674641148326, 0.722370486656201]
  mean: 0.6856417330, std: 0.0803401311
Accuracy Intime: [0.9642857142857143, 1.0, 1.0, 0.9615384615384616, 0.8461538461538461, 1.0, 0.8928571428571429, 1.0, 0.9285714285714286, 1.0, 0.9642857142857143, 1.0, 0.9642857142857143, 0.9230769230769231, 0.9615384615384616]
  mean: 0.9604395604, std: 0.0443299119
F1 In Time: [0.9641025641025641, 1.0, 1.0, 0.9686274509803922, 0.8125, 1.0, 0.8915584415584414, 1.0, 0.9142857142857144, 1.0, 0.9641025641025641, 1.0, 0.9625668449197862, 0.8809523809523809, 0.9580419580419581]
  mean: 0.9544491946, std: 0.0541818942
--------------------------------------------------
Subject Number: 3
Accuracy Cross: [0.8235294117647058, 0.8382352941176471, 0.9264705882352942, 0.8529411764705882, 0.8529411764705882, 0.6521739130434783, 0.6521739130434783, 0.6376811594202898, 0.6666666666666666, 0.6376811594202898, 0.7391304347826086, 0.7681159420289855, 0.7971014492753623, 0.6811594202898551, 0.7246376811594203]
  mean: 0.7500426257, std: 0.0912469847
F1 Score: [0.8281952773613194, 0.8376910883008444, 0.9279926969582142, 0.8552448565633151, 0.8565639888673995, 0.6085220223325062, 0.6166666666666667, 0.6032915360501567, 0.6148498331479422, 0.6023128423615338, 0.7203906132477561, 0.7734633787265366, 0.7881787330316742, 0.6806818181818182, 0.7005135387488328]
  mean: 0.7343039260, std: 0.1076276006
Accuracy Intime: [0.8214285714285714, 1.0, 1.0, 0.9642857142857143, 1.0, 0.8928571428571429, 1.0, 0.9642857142857143, 1.0, 0.9615384615384616, 0.8214285714285714, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9617216117, std: 0.0618098629
F1 In Time: [0.820879120879121, 1.0, 1.0, 0.9686274509803922, 1.0, 0.8976190476190475, 1.0, 0.9641025641025641, 1.0, 0.9641025641025641, 0.820879120879121, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9624139912, std: 0.0616556599
--------------------------------------------------
Subject Number: 4
Accuracy Cross: [0.7101449275362319, 0.6956521739130435, 0.6811594202898551, 0.6811594202898551, 0.7101449275362319, 0.8840579710144928, 0.8695652173913043, 0.8695652173913043, 0.8985507246376812, 0.8695652173913043, 0.7246376811594203, 0.6956521739130435, 0.7681159420289855, 0.7536231884057971, 0.7391304347826086]
  mean: 0.7700483092, std: 0.0802339691
F1 Score: [0.6618421052631579, 0.6306731259561449, 0.615, 0.6354166666666667, 0.6570850202429149, 0.8811169973960672, 0.8721833721833723, 0.8666666666666667, 0.9008654602675059, 0.8646660908762859, 0.6514592933947773, 0.6283143939393939, 0.7230769230769231, 0.6961271102284011, 0.6876684636118598]
  mean: 0.7314774460, std: 0.1066215264
Accuracy Intime: [1.0, 0.9642857142857143, 1.0, 0.9642857142857143, 0.9615384615384616, 1.0, 0.9642857142857143, 1.0, 0.9642857142857143, 1.0, 0.8928571428571429, 1.0, 1.0, 0.8928571428571429, 0.8846153846153846]
  mean: 0.9659340659, std: 0.0411880290
F1 In Time: [1.0, 0.9641025641025641, 1.0, 0.9686274509803922, 0.9625668449197861, 1.0, 0.9625668449197861, 1.0, 0.9641025641025641, 1.0, 0.8923076923076922, 1.0, 1.0, 0.902834008097166, 0.8877005347593583]
  mean: 0.9669872336, std: 0.0397209959
--------------------------------------------------
Subject Number: 5
Accuracy Cross: [0.5, 0.7352941176470589, 0.7205882352941176, 0.7205882352941176, 0.7352941176470589, 0.75, 0.8676470588235294, 0.7205882352941176, 0.75, 0.8235294117647058, 0.7352941176470589, 0.7058823529411765, 0.7352941176470589, 0.7352941176470589, 0.7352941176470589]
  mean: 0.7313725490, std: 0.0741088282
F1 Score: [0.42857142857142855, 0.6666666666666666, 0.6517566688353936, 0.6564935064935065, 0.6666666666666666, 0.6861197110423116, 0.8642857142857143, 0.6509031198686371, 0.6929722759509994, 0.8228302611367128, 0.6630545639979603, 0.625, 0.6630545639979603, 0.6531856645097063, 0.655]
  mean: 0.6697707208, std: 0.0908148014
Accuracy Intime: [0.9642857142857143, 1.0, 1.0, 1.0, 0.9615384615384616, 0.9285714285714286, 1.0, 1.0, 1.0, 1.0, 0.9642857142857143, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9879120879, std: 0.0215105972
F1 In Time: [0.9641025641025641, 1.0, 1.0, 1.0, 0.9641025641025641, 0.9328525641025641, 1.0, 1.0, 1.0, 1.0, 0.9686274509803922, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9886456762, std: 0.0202261493
--------------------------------------------------
Subject Number: 6
Accuracy Cross: [0.5441176470588235, 0.45588235294117646, 0.45588235294117646, 0.47058823529411764, 0.6470588235294118, 0.6231884057971014, 0.5797101449275363, 0.5797101449275363, 0.7536231884057971, 0.7971014492753623, 0.6811594202898551, 0.6811594202898551, 0.7101449275362319, 0.5942028985507246, 0.6666666666666666]
  mean: 0.6160130719, std: 0.1011177773
F1 Score: [0.495, 0.3862040133779264, 0.38076923076923075, 0.42818627450980395, 0.5780920740389179, 0.5840904301601544, 0.5006993006993007, 0.5499144434938166, 0.7303535353535353, 0.7977259721092739, 0.6060049019607843, 0.6076987870619945, 0.6646953405017921, 0.5133993365125441, 0.5992662473794549]
  mean: 0.5614733259, std: 0.1134378359
Accuracy Intime: [1.0, 1.0, 1.0, 0.9285714285714286, 0.7692307692307693, 0.9642857142857143, 0.9642857142857143, 0.9285714285714286, 0.8461538461538461, 0.8076923076923077, 0.9642857142857143, 0.9285714285714286, 0.9642857142857143, 0.9615384615384616, 0.9230769230769231]
  mean: 0.9300366300, std: 0.0674718911
F1 In Time: [1.0, 1.0, 1.0, 0.9248917748917749, 0.7565233785822022, 0.9641025641025641, 0.9686274509803922, 0.9328525641025642, 0.8473214285714287, 0.7931372549019607, 0.9641025641025641, 0.9365079365079365, 0.9686274509803922, 0.9625668449197862, 0.9188311688311689]
  mean: 0.9292061588, std: 0.0716118700
--------------------------------------------------
Subject Number: 7
Accuracy Cross: [0.8970588235294118, 0.9705882352941176, 0.75, 0.9264705882352942, 0.8529411764705882, 0.7352941176470589, 0.7058823529411765, 0.6764705882352942, 0.7352941176470589, 0.7352941176470589, 0.7058823529411765, 0.7058823529411765, 0.75, 0.7647058823529411, 0.7352941176470589]
  mean: 0.7764705882, std: 0.0871170976
F1 Score: [0.8928571428571428, 0.9676113360323886, 0.6984126984126985, 0.91991991991992, 0.8431372549019608, 0.650791687283523, 0.6409519599174772, 0.5952205882352941, 0.6666666666666666, 0.6630545639979603, 0.7057598039215686, 0.6349206349206349, 0.7606802606802606, 0.7497549019607843, 0.7268086604471045]
  mean: 0.7411032053, std: 0.1104025800
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.8076923076923077, 1.0, 1.0, 1.0, 1.0, 0.9615384615384616, 1.0, 1.0, 1.0, 1.0, 0.8461538461538461]
  mean: 0.9743589744, std: 0.0590300740
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.7478991596638656, 1.0, 1.0, 1.0, 1.0, 0.9580419580419581, 1.0, 1.0, 1.0, 1.0, 0.8125]
  mean: 0.9678960745, std: 0.0752824152
--------------------------------------------------
Subject Number: 8
Accuracy Cross: [0.6764705882352942, 0.6764705882352942, 0.6176470588235294, 0.6617647058823529, 0.5588235294117647, 0.7205882352941176, 0.7352941176470589, 0.7205882352941176, 0.7205882352941176, 0.6764705882352942, 0.6764705882352942, 0.6617647058823529, 0.6911764705882353, 0.6323529411764706, 0.5147058823529411]
  mean: 0.6627450980, std: 0.0591819148
F1 Score: [0.6011980267794221, 0.6131606488749346, 0.5851351351351352, 0.5979498231653404, 0.5365633926609537, 0.648469387755102, 0.6812003179650239, 0.6495410504844468, 0.6475796283098515, 0.6385090950786827, 0.6471049783549784, 0.6357936541667257, 0.6554593554593554, 0.6115052521586097, 0.5516535753323674]
  mean: 0.6200548881, std: 0.0387990061
Accuracy Intime: [0.9642857142857143, 1.0, 1.0, 0.9615384615384616, 1.0, 1.0, 1.0, 1.0, 0.9615384615384616, 0.9615384615384616, 0.9285714285714286, 1.0, 1.0, 1.0, 0.9230769230769231]
  mean: 0.9800366300, std: 0.0267762812
F1 In Time: [0.9686274509803922, 1.0, 1.0, 0.9625668449197861, 1.0, 1.0, 1.0, 1.0, 0.9625668449197861, 0.9641025641025641, 0.9328525641025641, 1.0, 1.0, 1.0, 0.926791958041958]
  mean: 0.9811672151, std: 0.0253290791
--------------------------------------------------
Subject Number: 9
Accuracy Cross: [0.6911764705882353, 0.6323529411764706, 0.7941176470588235, 0.7941176470588235, 0.6911764705882353, 0.6911764705882353, 0.7205882352941176, 0.6911764705882353, 0.5735294117647058, 0.6470588235294118, 0.6764705882352942, 0.6176470588235294, 0.6617647058823529, 0.5588235294117647, 0.6176470588235294]
  mean: 0.6705882353, std: 0.0655031102
F1 Score: [0.6913925438596491, 0.64148529868611, 0.7962875939849625, 0.7833117681309439, 0.6878392562603088, 0.6229818053347465, 0.6643939393939393, 0.6354806304406707, 0.49394277220364174, 0.6123209446380178, 0.611584727088827, 0.6006787330316743, 0.6009936766034327, 0.5181109120764293, 0.6220176417450448]
  mean: 0.6388548162, std: 0.0782882482
Accuracy Intime: [1.0, 1.0, 0.9642857142857143, 1.0, 0.9230769230769231, 0.9642857142857143, 1.0, 1.0, 0.9615384615384616, 0.9230769230769231, 1.0, 1.0, 0.9642857142857143, 0.9615384615384616, 0.8461538461538461]
  mean: 0.9672161172, std: 0.0417662739
F1 In Time: [1.0, 1.0, 0.9625668449197862, 1.0, 0.9160633484162897, 0.9641025641025641, 1.0, 1.0, 0.9686274509803922, 0.9142857142857144, 1.0, 1.0, 0.9625668449197862, 0.9686274509803922, 0.8102941176470588]
  mean: 0.9644756224, std: 0.0500069880
--------------------------------------------------
Subject Number: 10
Accuracy Cross: [0.4117647058823529, 0.45588235294117646, 0.4852941176470588, 0.5147058823529411, 0.4117647058823529, 0.6911764705882353, 0.6470588235294118, 0.5294117647058824, 0.7205882352941176, 0.6176470588235294, 0.6956521739130435, 0.6086956521739131, 0.6521739130434783, 0.6811594202898551, 0.6956521739130435]
  mean: 0.5879084967, std: 0.1058051634
F1 Score: [0.47453889334402566, 0.48536036036036034, 0.5012480798771122, 0.5587639965546942, 0.3964610797237916, 0.6122084306683867, 0.6036515238642899, 0.4882284921369103, 0.732737691960253, 0.6376971398021919, 0.6586542167745915, 0.5513285024154589, 0.5714703571846429, 0.632260101010101, 0.6133390591966174]
  mean: 0.5678631950, std: 0.0839876975
Accuracy Intime: [0.7857142857142857, 1.0, 1.0, 1.0, 0.9230769230769231, 0.8928571428571429, 0.9285714285714286, 1.0, 1.0, 0.9615384615384616, 0.8928571428571429, 1.0, 1.0, 1.0, 0.9615384615384616]
  mean: 0.9564102564, std: 0.0601965366
F1 In Time: [0.7991071428571429, 1.0, 1.0, 1.0, 0.9142857142857144, 0.8926739926739926, 0.9270833333333334, 1.0, 1.0, 0.9625668449197862, 0.8943910256410257, 1.0, 1.0, 1.0, 0.9580419580419581]
  mean: 0.9565433341, std: 0.0580392612
--------------------------------------------------
Subject Number: 11
Accuracy Cross: [0.7246376811594203, 0.7101449275362319, 0.7681159420289855, 0.7391304347826086, 0.7681159420289855, 0.7971014492753623, 0.7536231884057971, 0.7536231884057971, 0.7971014492753623, 0.782608695652174, 0.6521739130434783, 0.7101449275362319, 0.855072463768116, 0.7536231884057971, 0.5652173913043478]
  mean: 0.7420289855, std: 0.0652871339
F1 Score: [0.6518897768897769, 0.628055278055278, 0.7291930630345265, 0.7042131844763423, 0.7589880952380952, 0.7685798539935987, 0.7280880737767005, 0.7258040339881772, 0.7837211981566821, 0.749310174919931, 0.5916307471264368, 0.6719262659691826, 0.8593414952187772, 0.7575851393188855, 0.5083861130659161]
  mean: 0.7077808329, std: 0.0834603641
Accuracy Intime: [1.0, 1.0, 1.0, 0.9642857142857143, 0.9230769230769231, 0.9642857142857143, 0.9642857142857143, 1.0, 1.0, 0.9230769230769231, 1.0, 1.0, 1.0, 0.9642857142857143, 0.9615384615384616]
  mean: 0.9776556777, std: 0.0269896513
F1 In Time: [1.0, 1.0, 1.0, 0.9641025641025641, 0.9248917748917749, 0.9641025641025641, 0.9625668449197861, 1.0, 1.0, 0.9160633484162897, 1.0, 1.0, 1.0, 0.9641025641025641, 0.9641025641025641]
  mean: 0.9773288150, std: 0.0277279789
--------------------------------------------------
Subject Number: 12
Accuracy Cross: [0.6764705882352942, 0.75, 0.6764705882352942, 0.6617647058823529, 0.6911764705882353, 0.7391304347826086, 0.7971014492753623, 0.8260869565217391, 0.7391304347826086, 0.8260869565217391, 0.8088235294117647, 0.7352941176470589, 0.6911764705882353, 0.8529411764705882, 0.7794117647058824]
  mean: 0.7500710429, std: 0.0603824782
F1 Score: [0.6728360420220885, 0.7102007469654528, 0.6245492449853505, 0.5946092845050344, 0.6279717851725966, 0.7453198788202797, 0.7969721927219924, 0.8288397054370087, 0.7508564345278341, 0.8302055425921125, 0.8023415393322015, 0.7278721278721278, 0.6600087412587412, 0.8571428571428571, 0.7764711394302849]
  mean: 0.7337464842, std: 0.0803062174
Accuracy Intime: [0.7857142857142857, 0.9642857142857143, 1.0, 0.8846153846153846, 0.9615384615384616, 0.9642857142857143, 1.0, 1.0, 0.9615384615384616, 1.0, 0.9285714285714286, 1.0, 1.0, 0.9615384615384616, 1.0]
  mean: 0.9608058608, std: 0.0567334115
F1 In Time: [0.7892857142857143, 0.9625668449197862, 1.0, 0.8785714285714286, 0.9625668449197861, 0.9641025641025641, 1.0, 1.0, 0.9686274509803922, 1.0, 0.9282051282051282, 1.0, 1.0, 0.9450549450549451, 1.0]
  mean: 0.9599320614, std: 0.0567524568
--------------------------------------------------
Subject Number: 13
Accuracy Cross: [0.5588235294117647, 0.5735294117647058, 0.4852941176470588, 0.5735294117647058, 0.47058823529411764, 0.5362318840579711, 0.463768115942029, 0.6231884057971014, 0.5797101449275363, 0.4057971014492754, 0.4411764705882353, 0.39705882352941174, 0.3235294117647059, 0.47058823529411764, 0.4852941176470588]
  mean: 0.4925404945, std: 0.0790902692
F1 Score: [0.5060096153846154, 0.5236561012423081, 0.4030763528539659, 0.5222672064777327, 0.40576923076923077, 0.5353753773108612, 0.4617647058823529, 0.5690855927698033, 0.56457699330493, 0.37541252864782276, 0.31108258451005566, 0.27893617021276595, 0.29508152173913044, 0.3293718166383701, 0.4030763528539659]
  mean: 0.4323028100, std: 0.0975905403
Accuracy Intime: [0.8214285714285714, 0.9642857142857143, 1.0, 0.8846153846153846, 1.0, 0.9642857142857143, 1.0, 1.0, 1.0, 0.8846153846153846, 0.8928571428571429, 0.9642857142857143, 1.0, 0.9615384615384616, 1.0]
  mean: 0.9558608059, std: 0.0554234364
F1 In Time: [0.8154214206845787, 0.9686274509803922, 1.0, 0.902834008097166, 1.0, 0.9641025641025641, 1.0, 1.0, 1.0, 0.8830357142857143, 0.8926739926739926, 0.9641025641025641, 1.0, 0.9686274509803922, 1.0]
  mean: 0.9572950111, std: 0.0553172560
--------------------------------------------------
Subject Number: 14
Accuracy Cross: [0.4852941176470588, 0.47058823529411764, 0.47058823529411764, 0.45588235294117646, 0.47058823529411764, 0.6029411764705882, 0.4411764705882353, 0.36764705882352944, 0.4264705882352941, 0.5294117647058824, 0.75, 0.7058823529411765, 0.7941176470588235, 0.8088235294117647, 0.6911764705882353]
  mean: 0.5647058824, std: 0.1421534820
F1 Score: [0.40488721804511274, 0.375, 0.375, 0.3610976202039825, 0.375, 0.6344155844155844, 0.4826504847727259, 0.36310223266745006, 0.48881932021466906, 0.5733137829912023, 0.7215359828141783, 0.7014285714285715, 0.7806972789115646, 0.7923691215616682, 0.6439393939393939]
  mean: 0.5382171061, std: 0.1571745213
Accuracy Intime: [0.9642857142857143, 1.0, 1.0, 1.0, 0.9615384615384616, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9230769230769231]
  mean: 0.9899267399, std: 0.0218325466
F1 In Time: [0.9641025641025641, 1.0, 1.0, 1.0, 0.9641025641025641, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9285714285714286]
  mean: 0.9904517705, std: 0.0205130240
--------------------------------------------------
Subject Number: 15
Accuracy Cross: [0.7794117647058824, 0.7941176470588235, 0.7352941176470589, 0.9264705882352942, 0.8088235294117647, 0.8088235294117647, 0.7352941176470589, 0.7941176470588235, 0.7794117647058824, 0.7794117647058824, 0.6029411764705882, 0.4852941176470588, 0.5, 0.5441176470588235, 0.5735294117647058]
  mean: 0.7098039216, std: 0.1287042454
F1 Score: [0.7949568145220318, 0.8065054225867828, 0.749837775781172, 0.9278619528619528, 0.8210209131545338, 0.8077359346642469, 0.7285700464396284, 0.7898835838491012, 0.7745177119042818, 0.779440207780725, 0.5194281789922649, 0.3522199105838608, 0.3896044756700494, 0.44733201581027665, 0.48744093744093747]
  mean: 0.6784237255, std: 0.1777112069
Accuracy Intime: [0.9285714285714286, 1.0, 1.0, 1.0, 0.9615384615384616, 0.9642857142857143, 1.0, 1.0, 0.8461538461538461, 0.9615384615384616, 0.9642857142857143, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9750915751, std: 0.0408034604
F1 In Time: [0.9285714285714286, 1.0, 1.0, 1.0, 0.9641025641025641, 0.9625668449197862, 1.0, 1.0, 0.8348214285714286, 0.9625668449197861, 0.9625668449197862, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9743463971, std: 0.0432101380
--------------------------------------------------
Subject Number: 16
Accuracy Cross: [0.7941176470588235, 0.5735294117647058, 0.6911764705882353, 0.7941176470588235, 0.6764705882352942, 0.8382352941176471, 0.7941176470588235, 0.7794117647058824, 0.7205882352941176, 0.5588235294117647, 0.7352941176470589, 0.7352941176470589, 0.75, 0.8382352941176471, 0.7647058823529411]
  mean: 0.7362745098, std: 0.0806309223
F1 Score: [0.7998769816236377, 0.5510464712592372, 0.640302066772655, 0.7960871848739496, 0.6739880952380952, 0.8372584312239485, 0.7900432900432901, 0.7839760638297872, 0.7193922480004238, 0.504840848806366, 0.7184313725490197, 0.7303571428571428, 0.7440459690459691, 0.8336322592615498, 0.7672901828608031]
  mean: 0.7260379072, std: 0.0943454142
Accuracy Intime: [0.9642857142857143, 1.0, 1.0, 1.0, 1.0, 0.9285714285714286, 1.0, 1.0, 1.0, 0.9615384615384616, 0.9642857142857143, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9879120879, std: 0.0215105972
F1 In Time: [0.9641025641025641, 1.0, 1.0, 1.0, 1.0, 0.9303490627020039, 1.0, 1.0, 1.0, 0.9580419580419581, 0.9641025641025641, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9877730766, std: 0.0215197852
--------------------------------------------------
Subject Number: 17
Accuracy Cross: [0.9565217391304348, 0.8115942028985508, 0.855072463768116, 0.9420289855072463, 0.8985507246376812, 0.6086956521739131, 0.5652173913043478, 0.5942028985507246, 0.7101449275362319, 0.5942028985507246, 0.6911764705882353, 0.6617647058823529, 0.7794117647058824, 0.8235294117647058, 0.6470588235294118]
  mean: 0.7426115374, std: 0.1285738501
F1 Score: [0.9560503164068529, 0.8166199158485273, 0.8560344827586208, 0.9441530691530691, 0.8993421052631578, 0.5535840395480226, 0.5196797796686808, 0.5443164362519202, 0.6986111111111111, 0.5433935676392573, 0.6898297491039427, 0.6347402597402597, 0.7669320486815415, 0.826007326007326, 0.5930735930735931]
  mean: 0.7228245200, std: 0.1492008724
Accuracy Intime: [0.9642857142857143, 0.9642857142857143, 1.0, 0.9230769230769231, 1.0, 0.9642857142857143, 1.0, 1.0, 0.9615384615384616, 0.9615384615384616, 0.9642857142857143, 0.9642857142857143, 1.0, 1.0, 1.0]
  mean: 0.9778388278, std: 0.0229296422
F1 In Time: [0.9625668449197861, 0.9641025641025641, 1.0, 0.9119047619047619, 1.0, 0.9641025641025641, 1.0, 1.0, 0.9450549450549451, 0.9580419580419581, 0.9641025641025641, 0.9641025641025641, 1.0, 1.0, 1.0]
  mean: 0.9755985844, std: 0.0260314115
--------------------------------------------------
Subject Number: 18
Accuracy Cross: [0.7536231884057971, 0.7391304347826086, 0.782608695652174, 0.8260869565217391, 0.8695652173913043, 0.5588235294117647, 0.5588235294117647, 0.5735294117647058, 0.6617647058823529, 0.6176470588235294, 0.5588235294117647, 0.6176470588235294, 0.5147058823529411, 0.5294117647058824, 0.5588235294117647]
  mean: 0.6480676329, std: 0.1124291649
F1 Score: [0.7654449689658187, 0.7484370318585839, 0.7734728506787331, 0.8316706307258633, 0.8695175438596491, 0.5794862772695285, 0.5282336796345417, 0.5886640708292773, 0.6200808625336927, 0.6253968253968254, 0.5390708325490934, 0.615290346907994, 0.4828417818740399, 0.4997354497354497, 0.5319368548876746]
  mean: 0.6399520005, std: 0.1213734488
Accuracy Intime: [1.0, 0.9642857142857143, 1.0, 1.0, 1.0, 1.0, 0.9642857142857143, 1.0, 1.0, 1.0, 0.9642857142857143, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9928571429, std: 0.0142857143
F1 In Time: [1.0, 0.9686274509803922, 1.0, 1.0, 1.0, 1.0, 0.9686274509803922, 1.0, 1.0, 1.0, 0.9686274509803922, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9937254902, std: 0.0125490196
--------------------------------------------------
Subject Number: 19
Accuracy Cross: [0.4264705882352941, 0.36764705882352944, 0.39705882352941174, 0.45588235294117646, 0.39705882352941174, 0.6323529411764706, 0.5294117647058824, 0.6911764705882353, 0.6176470588235294, 0.7352941176470589, 0.5588235294117647, 0.4264705882352941, 0.5294117647058824, 0.45588235294117646, 0.5]
  mean: 0.5147058824, std: 0.1091278205
F1 Score: [0.34362745098039216, 0.33461538461538465, 0.34701492537313433, 0.36971830985915494, 0.3364030335861322, 0.6230883498928502, 0.4481915933528837, 0.6931638221293394, 0.6022550165595169, 0.7554796404988995, 0.4884083658277207, 0.33999999999999997, 0.47638129933211903, 0.39045012855414396, 0.46225028702640647]
  mean: 0.4674031738, std: 0.1350553819
Accuracy Intime: [0.8928571428571429, 1.0, 1.0, 0.9230769230769231, 0.9230769230769231, 0.7142857142857143, 1.0, 0.9642857142857143, 1.0, 0.9615384615384616, 0.7142857142857143, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9395604396, std: 0.0947065329
F1 In Time: [0.8923076923076922, 1.0, 1.0, 0.9138049450549451, 0.9270833333333334, 0.7029496818970503, 1.0, 0.9625668449197862, 1.0, 0.9625668449197861, 0.7142857142857143, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9383710038, std: 0.0966250796
--------------------------------------------------
Subject Number: 20
Accuracy Cross: [0.7352941176470589, 0.6764705882352942, 0.5147058823529411, 0.5735294117647058, 0.5588235294117647, 0.7205882352941176, 0.6911764705882353, 0.6911764705882353, 0.7058823529411765, 0.7058823529411765, 0.6811594202898551, 0.7681159420289855, 0.6811594202898551, 0.6376811594202898, 0.7391304347826086]
  mean: 0.6720517192, std: 0.0691643269
F1 Score: [0.6858395989974937, 0.6312446512623021, 0.47538986354775825, 0.5440381558028617, 0.5147521896747903, 0.6495410504844468, 0.6207070707070708, 0.6166666666666667, 0.6472753854332802, 0.6445924035444596, 0.6754893851668045, 0.7696951037468278, 0.6556637806637806, 0.6229365079365079, 0.7223455598455599]
  mean: 0.6317451582, std: 0.0728593688
Accuracy Intime: [0.75, 1.0, 0.9285714285714286, 0.8846153846153846, 0.8076923076923077, 0.7857142857142857, 1.0, 1.0, 0.9230769230769231, 0.8076923076923077, 0.9285714285714286, 1.0, 0.9642857142857143, 0.9615384615384616, 0.9230769230769231]
  mean: 0.9109890110, std: 0.0823186219
F1 In Time: [0.7652243589743589, 1.0, 0.9270833333333334, 0.8605263157894737, 0.8006493506493506, 0.7892628205128205, 1.0, 1.0, 0.8888888888888888, 0.784992784992785, 0.9328525641025641, 1.0, 0.9641025641025641, 0.9495798319327732, 0.9206088029617442]
  mean: 0.9055847744, std: 0.0830834959
--------------------------------------------------
Subject Number: 21
Accuracy Cross: [0.8970588235294118, 0.7941176470588235, 0.8676470588235294, 0.7941176470588235, 0.8676470588235294, 0.7647058823529411, 0.8823529411764706, 0.8088235294117647, 0.75, 0.7794117647058824, 0.9117647058823529, 0.7647058823529411, 0.9264705882352942, 0.8088235294117647, 0.8382352941176471]
  mean: 0.8303921569, std: 0.0560283610
F1 Score: [0.8891910454410454, 0.800514705882353, 0.8715255332902392, 0.7753411306042884, 0.8676236044657097, 0.743138352330899, 0.8732063270769528, 0.7964839839839839, 0.7276643690349947, 0.7548930748930749, 0.9142857142857144, 0.7230769230769231, 0.9291896144767899, 0.7894388954171563, 0.8314289998500525]
  mean: 0.8191334849, std: 0.0660304884
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8846153846153846, 0.9615384615384616, 1.0, 1.0, 0.9642857142857143, 1.0, 1.0]
  mean: 0.9873626374, std: 0.0301914619
F1 In Time: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.852991452991453, 0.9580419580419581, 1.0, 1.0, 0.9625668449197862, 1.0, 1.0]
  mean: 0.9849066837, std: 0.0377324867
--------------------------------------------------
Subject Number: 22
Accuracy Cross: [0.47058823529411764, 0.38235294117647056, 0.5147058823529411, 0.5735294117647058, 0.4852941176470588, 0.6086956521739131, 0.5217391304347826, 0.4782608695652174, 0.6086956521739131, 0.5072463768115942, 0.6470588235294118, 0.5735294117647058, 0.6029411764705882, 0.75, 0.5882352941176471]
  mean: 0.5541915317, std: 0.0852590387
F1 Score: [0.4107142857142857, 0.3663594470046083, 0.4340158662092624, 0.5424937470065456, 0.43686785096914194, 0.545, 0.461534228483381, 0.4181717283826052, 0.5543061396131203, 0.4743256284718953, 0.6382427843803056, 0.5321018062397374, 0.584126984126984, 0.7303702303702304, 0.5811342592592592]
  mean: 0.5139843324, std: 0.0944191263
Accuracy Intime: [0.8571428571428571, 1.0, 1.0, 0.9615384615384616, 0.9230769230769231, 1.0, 1.0, 1.0, 1.0, 0.8846153846153846, 0.9285714285714286, 1.0, 1.0, 1.0, 0.8076923076923077]
  mean: 0.9575091575, std: 0.0611666774
F1 In Time: [0.8624757595345831, 1.0, 1.0, 0.9686274509803922, 0.9142857142857144, 1.0, 1.0, 1.0, 1.0, 0.8666666666666666, 0.9365079365079365, 1.0, 1.0, 1.0, 0.7766025641025641]
  mean: 0.9550110728, std: 0.0676261651
--------------------------------------------------
Subject Number: 23
Accuracy Cross: [0.8405797101449275, 0.782608695652174, 0.8260869565217391, 0.7391304347826086, 0.855072463768116, 0.47058823529411764, 0.5, 0.5, 0.6029411764705882, 0.6323529411764706, 0.5362318840579711, 0.6376811594202898, 0.5507246376811594, 0.5797101449275363, 0.5652173913043478]
  mean: 0.6412617221, std: 0.1287270286
F1 Score: [0.8511667810569664, 0.7602368220015279, 0.8050271739130435, 0.7263257575757576, 0.8494983277591973, 0.3937053182214473, 0.45685167547770555, 0.38458834412580944, 0.5169871794871795, 0.5467320261437908, 0.4856837606837607, 0.5758775008775009, 0.4896739130434783, 0.5285747518610422, 0.5005671506352087]
  mean: 0.5914330989, std: 0.1566085555
Accuracy Intime: [0.9642857142857143, 0.9642857142857143, 1.0, 1.0, 0.8461538461538461, 1.0, 1.0, 1.0, 1.0, 0.9615384615384616, 0.9642857142857143, 1.0, 1.0, 1.0, 0.9230769230769231]
  mean: 0.9749084249, std: 0.0411888434
F1 In Time: [0.9686274509803922, 0.9686274509803922, 1.0, 1.0, 0.8115079365079365, 1.0, 1.0, 1.0, 1.0, 0.958041958041958, 0.9686274509803922, 1.0, 1.0, 1.0, 0.9142857142857144]
  mean: 0.9726478641, std: 0.0492390729
--------------------------------------------------
Subject Number: 24
Accuracy Cross: [0.7058823529411765, 0.5294117647058824, 0.6470588235294118, 0.6470588235294118, 0.6617647058823529, 0.7352941176470589, 0.7352941176470589, 0.7205882352941176, 0.75, 0.6764705882352942, 0.75, 0.7647058823529411, 0.75, 0.6470588235294118, 0.8529411764705882]
  mean: 0.7049019608, std: 0.0717363064
F1 Score: [0.6827455490246188, 0.44917582417582413, 0.6367816091954023, 0.6091168091168091, 0.6311887123127844, 0.6531856645097063, 0.6531856645097063, 0.6401533894111826, 0.7108712715855574, 0.6232854864433812, 0.7714977885709593, 0.7782472400163554, 0.7126684636118599, 0.6361274509803921, 0.862781954887218]
  mean: 0.6700675252, std: 0.0904445701
Accuracy Intime: [0.9285714285714286, 1.0, 1.0, 1.0, 1.0, 0.9642857142857143, 1.0, 1.0, 1.0, 1.0, 0.9642857142857143, 1.0, 0.9642857142857143, 1.0, 0.9615384615384616]
  mean: 0.9855311355, std: 0.0220115739
F1 In Time: [0.930952380952381, 1.0, 1.0, 1.0, 1.0, 0.9641025641025641, 1.0, 1.0, 1.0, 1.0, 0.9641025641025641, 1.0, 0.9625668449197861, 1.0, 0.9641025641025641]
  mean: 0.9857217945, std: 0.0215664635
--------------------------------------------------
Subject Number: 25
Accuracy Cross: [0.9710144927536232, 0.9710144927536232, 0.9710144927536232, 0.9420289855072463, 0.9565217391304348, 0.6764705882352942, 0.7794117647058824, 0.6470588235294118, 0.8088235294117647, 0.7352941176470589, 0.8088235294117647, 0.7352941176470589, 0.7352941176470589, 0.6764705882352942, 0.7205882352941176]
  mean: 0.8090082410, std: 0.1167756633
F1 Score: [0.9686293436293436, 0.9686293436293436, 0.9686293436293436, 0.9423362481438706, 0.9550853485064013, 0.6064000857632933, 0.7723721081785598, 0.6197945845004668, 0.8123983739837398, 0.6803635634303716, 0.8159274193548387, 0.7368150340414209, 0.7322700119474312, 0.6602011494252874, 0.7052205882352941]
  mean: 0.7963381698, std: 0.1296051824
Accuracy Intime: [0.9285714285714286, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9615384615384616]
  mean: 0.9926739927, std: 0.0196235828
F1 In Time: [0.9222222222222223, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9580419580419581]
  mean: 0.9920176120, std: 0.0213761272
--------------------------------------------------
Subject Number: 26
Accuracy Cross: [0.6376811594202898, 0.6231884057971014, 0.5797101449275363, 0.7101449275362319, 0.7246376811594203, 0.5, 0.36764705882352944, 0.5, 0.5, 0.6323529411764706, 0.7205882352941176, 0.6911764705882353, 0.6029411764705882, 0.7941176470588235, 0.7205882352941176]
  mean: 0.6203182722, std: 0.1107442493
F1 Score: [0.6213665290162986, 0.6336720867208672, 0.5259281925744594, 0.7220663861617578, 0.7295698924731183, 0.4412441843322396, 0.3495224287907215, 0.4388138138138138, 0.4898446833930704, 0.5790328092959671, 0.7327320954907162, 0.6999321266968326, 0.616195652173913, 0.8012846068660021, 0.7244444444444444]
  mean: 0.6070433288, std: 0.1286823169
Accuracy Intime: [0.9285714285714286, 1.0, 1.0, 0.9615384615384616, 0.8461538461538461, 1.0, 0.9285714285714286, 0.8928571428571429, 0.7307692307692307, 0.8846153846153846, 1.0, 0.9285714285714286, 0.7857142857142857, 0.8846153846153846, 0.8076923076923077]
  mean: 0.9053113553, std: 0.0814279206
F1 In Time: [0.9285714285714286, 1.0, 1.0, 0.9686274509803922, 0.8450549450549452, 1.0, 0.9205882352941177, 0.8877005347593583, 0.7600961538461539, 0.8802641802641802, 1.0, 0.9285714285714286, 0.7611111111111111, 0.8952991452991453, 0.8019862490450724]
  mean: 0.9051913909, std: 0.0809994811
--------------------------------------------------
Subject Number: 27
Accuracy Cross: [0.9565217391304348, 0.8115942028985508, 0.855072463768116, 0.9420289855072463, 0.8985507246376812, 0.6086956521739131, 0.5652173913043478, 0.5942028985507246, 0.7101449275362319, 0.5942028985507246, 0.6911764705882353, 0.6617647058823529, 0.7794117647058824, 0.8235294117647058, 0.6470588235294118]
  mean: 0.7426115374, std: 0.1285738501
F1 Score: [0.9560503164068529, 0.8166199158485273, 0.8560344827586208, 0.9441530691530691, 0.8993421052631578, 0.5535840395480226, 0.5196797796686808, 0.5443164362519202, 0.6986111111111111, 0.5433935676392573, 0.6898297491039427, 0.6347402597402597, 0.7669320486815415, 0.826007326007326, 0.5930735930735931]
  mean: 0.7228245200, std: 0.1492008724
Accuracy Intime: [0.9642857142857143, 0.9642857142857143, 1.0, 0.9230769230769231, 1.0, 0.9642857142857143, 1.0, 1.0, 0.9615384615384616, 0.9615384615384616, 0.9642857142857143, 0.9642857142857143, 1.0, 1.0, 1.0]
  mean: 0.9778388278, std: 0.0229296422
F1 In Time: [0.9625668449197861, 0.9641025641025641, 1.0, 0.9119047619047619, 1.0, 0.9641025641025641, 1.0, 1.0, 0.9450549450549451, 0.9580419580419581, 0.9641025641025641, 0.9641025641025641, 1.0, 1.0, 1.0]
  mean: 0.9755985844, std: 0.0260314115
--------------------------------------------------
Subject Number: 28
Accuracy Cross: [0.4411764705882353, 0.5882352941176471, 0.7205882352941176, 0.6911764705882353, 0.47058823529411764, 0.4264705882352941, 0.4264705882352941, 0.4411764705882353, 0.4411764705882353, 0.45588235294117646, 0.47058823529411764, 0.5294117647058824, 0.36764705882352944, 0.47058823529411764, 0.29411764705882354]
  mean: 0.4823529412, std: 0.1079589396
F1 Score: [0.3868798339935861, 0.5073983739837399, 0.6303571428571428, 0.6197458455522972, 0.3729545454545454, 0.3322751322751323, 0.345, 0.3373313343328336, 0.3557692307692308, 0.3657407407407407, 0.32068543451652387, 0.42308300395256915, 0.2946823291650878, 0.38863636363636367, 0.22794117647058823]
  mean: 0.3938986992, std: 0.1081819927
Accuracy Intime: [0.9642857142857143, 0.9642857142857143, 1.0, 0.9615384615384616, 1.0, 1.0, 1.0, 1.0, 0.9615384615384616, 1.0, 1.0, 0.9642857142857143, 1.0, 0.9230769230769231, 1.0]
  mean: 0.9826007326, std: 0.0233255978
F1 In Time: [0.9686274509803922, 0.9641025641025641, 1.0, 0.9641025641025641, 1.0, 1.0, 1.0, 1.0, 0.9495798319327732, 1.0, 1.0, 0.9625668449197862, 1.0, 0.9138049450549451, 1.0]
  mean: 0.9815189467, std: 0.0255750798
--------------------------------------------------
Subject Number: 29
Accuracy Cross: [0.5294117647058824, 0.6764705882352942, 0.5588235294117647, 0.6029411764705882, 0.47058823529411764, 0.8676470588235294, 0.9117647058823529, 0.8823529411764706, 0.7941176470588235, 0.7647058823529411, 0.6811594202898551, 0.6811594202898551, 0.6376811594202898, 0.6811594202898551, 0.6811594202898551]
  mean: 0.6947428247, std: 0.1253717917
F1 Score: [0.5533596837944664, 0.6797619047619048, 0.5711134331823987, 0.6203533026113671, 0.5147477794536618, 0.8714285714285714, 0.9139661829317002, 0.8848074946266704, 0.7782609737396972, 0.7444178628389154, 0.6104433760683761, 0.6342645074224021, 0.6158300245793156, 0.6268421052631579, 0.623960498960499]
  mean: 0.6829038468, std: 0.1218697517
Accuracy Intime: [1.0, 1.0, 1.0, 0.9615384615384616, 1.0, 0.9642857142857143, 1.0, 1.0, 0.9615384615384616, 1.0, 0.9642857142857143, 1.0, 1.0, 0.9615384615384616, 1.0]
  mean: 0.9875457875, std: 0.0176300484
F1 In Time: [1.0, 1.0, 1.0, 0.9641025641025641, 1.0, 0.9641025641025641, 1.0, 1.0, 0.9641025641025641, 1.0, 0.9641025641025641, 1.0, 1.0, 0.9641025641025641, 1.0]
  mean: 0.9880341880, std: 0.0169222136
--------------------------------------------------
**************************************************
accuracy_cross_list: [0.6894430235862461, 0.7127450980392157, 0.7500426257459505, 0.770048309178744, 0.7313725490196077, 0.6160130718954249, 0.7764705882352939, 0.6627450980392157, 0.6705882352941176, 0.587908496732026, 0.7420289855072464, 0.7500710429099177, 0.49254049445865306, 0.5647058823529412, 0.7098039215686275, 0.7362745098039215, 0.7426115373685707, 0.6480676328502415, 0.5147058823529412, 0.6720517192384201, 0.830392156862745, 0.5541915316851379, 0.6412617220801363, 0.7049019607843138, 0.8090082409775504, 0.6203182722364308, 0.7426115373685707, 0.4823529411764706, 0.6947428246660984]
f1_score_list: [0.6670109173312515, 0.6856417329896676, 0.7343039260364345, 0.7314774459846759, 0.6697707208015775, 0.561473325861902, 0.7411032053436925, 0.6200548881120619, 0.6388548162318933, 0.5678631949915619, 0.7077808328818871, 0.733746484185731, 0.43230281003986076, 0.5382171061310735, 0.6784237254694563, 0.7260379072163917, 0.7228245200170588, 0.6399520005137843, 0.46740317383920515, 0.6317451582320407, 0.8191334849406784, 0.5139843324154241, 0.591433098857561, 0.6700675252234506, 0.7963381697599339, 0.6070433288162815, 0.7228245200170588, 0.3938986991800254, 0.6829038467775402]
accuracy_intime_list: [0.985164835164835, 0.9604395604395604, 0.9617216117216116, 0.9659340659340659, 0.9879120879120878, 0.9300366300366301, 0.9743589743589743, 0.98003663003663, 0.9672161172161172, 0.9564102564102565, 0.9776556776556776, 0.9608058608058608, 0.9558608058608058, 0.9899267399267399, 0.9750915750915751, 0.9879120879120878, 0.9778388278388277, 0.9928571428571428, 0.9395604395604396, 0.9109890109890111, 0.9873626373626373, 0.9575091575091577, 0.9749084249084249, 0.9855311355311354, 0.9926739926739927, 0.9053113553113554, 0.9778388278388277, 0.9826007326007326, 0.9875457875457875]
f1_in_time_list: [0.9860921649156944, 0.9544491945962535, 0.9624139912375207, 0.9669872336126206, 0.9886456762192056, 0.9292061587649824, 0.9678960745137216, 0.9811672151378035, 0.964475622416799, 0.9565433341168637, 0.9773288149758738, 0.9599320614026498, 0.9572950110604911, 0.9904517704517705, 0.9743463970669854, 0.987773076596606, 0.9755985844221139, 0.9937254901960785, 0.9383710037812205, 0.9055847744160438, 0.9849066837302132, 0.9550110728051905, 0.9726478641184524, 0.9857217945453239, 0.9920176120176121, 0.9051913908531556, 0.9755985844221139, 0.981518946739535, 0.9880341880341881]
**************************************************
Mean Accuracy: 0.6765524101
Mean F1: 0.6446074103
Std Accuracy: 0.0902646515
Std F1: 0.1018516285
Mean Accuracy (Intime): 0.9685865858
Std Accuracy (Intime): 0.0224436807
Mean F1 (Intime): 0.9675493720
Std F1 (Intime): 0.0230700093
ACC: 67.66±9.03
F1: 64.46±10.19
Intime: 96.86±2.24
F1 (Intime): 96.75±2.31
