Learning Rate: 0.001

Subject Number: 1
Accuracy Cross: [0.6764705882352942, 0.5, 0.5441176470588235, 0.5147058823529411, 0.5, 0.6666666666666666, 0.7101449275362319, 0.782608695652174, 0.782608695652174, 0.5942028985507246, 0.7058823529411765, 0.7058823529411765, 0.7058823529411765, 0.75, 0.6176470588235294]
  mean: 0.6504546746, std: 0.0958495439
F1 Score: [0.668222706828404, 0.4692982456140351, 0.5223320158102767, 0.4991758241758242, 0.4482942430703625, 0.6067853170189099, 0.6852106227106227, 0.7904040404040404, 0.7811139659331418, 0.5714285714285714, 0.6317160826594789, 0.6352941176470588, 0.6460084033613446, 0.7011090400745573, 0.5815826702033599]
  mean: 0.6158650578, std: 0.0997610581
Accuracy Intime: [0.9642857142857143, 1.0, 1.0, 0.9615384615384616, 1.0, 1.0, 0.9642857142857143, 1.0, 0.9615384615384616, 0.9230769230769231, 1.0, 0.9642857142857143, 0.9642857142857143, 1.0, 1.0]
  mean: 0.9802197802, std: 0.0232506975
F1 In Time: [0.9686274509803922, 1.0, 1.0, 0.9686274509803922, 1.0, 1.0, 0.9625668449197862, 1.0, 0.9686274509803922, 0.9258241758241759, 1.0, 0.9686274509803922, 0.9625668449197861, 1.0, 1.0]
  mean: 0.9816978446, std: 0.0219346743
--------------------------------------------------
Subject Number: 2
Accuracy Cross: [0.463768115942029, 0.6086956521739131, 0.4927536231884058, 0.6086956521739131, 0.6086956521739131, 0.5882352941176471, 0.7352941176470589, 0.7058823529411765, 0.6470588235294118, 0.7058823529411765, 0.6376811594202898, 0.463768115942029, 0.8115942028985508, 0.782608695652174, 0.4492753623188406]
  mean: 0.6206592782, std: 0.1118869095
F1 Score: [0.4269997070508579, 0.5600478468899521, 0.35337461300309597, 0.5555059523809524, 0.5274955277280859, 0.5443121693121693, 0.6975478225478225, 0.6584122773777946, 0.6136331598351767, 0.6435185185185185, 0.5701931239388794, 0.31698564593301437, 0.8040205468991077, 0.7838829259881892, 0.3994978697504564]
  mean: 0.5636951805, std: 0.1401303681
Accuracy Intime: [0.8214285714285714, 0.9285714285714286, 0.8214285714285714, 0.6923076923076923, 0.7692307692307693, 1.0, 1.0, 1.0, 0.9642857142857143, 0.9615384615384616, 1.0, 1.0, 0.9642857142857143, 0.9615384615384616, 0.9230769230769231]
  mean: 0.9205128205, std: 0.0943257228
F1 In Time: [0.79375, 0.9258241758241759, 0.8097285067873303, 0.75, 0.7714285714285714, 1.0, 1.0, 1.0, 0.9580419580419581, 0.9580419580419581, 1.0, 1.0, 0.9625668449197862, 0.9686274509803922, 0.9270833333333334]
  mean: 0.9216728533, std: 0.0887638810
--------------------------------------------------
Subject Number: 3
Accuracy Cross: [0.5882352941176471, 0.6911764705882353, 0.7205882352941176, 0.7647058823529411, 0.7352941176470589, 0.6376811594202898, 0.6811594202898551, 0.6086956521739131, 0.6376811594202898, 0.6376811594202898, 0.7391304347826086, 0.5362318840579711, 0.5797101449275363, 0.7391304347826086, 0.6231884057971014]
  mean: 0.6613526570, std: 0.0666412093
F1 Score: [0.5251385267275098, 0.6385654575309748, 0.7271157101679148, 0.7564314516129033, 0.7437430786267996, 0.616901267844664, 0.648083216456288, 0.5722926267281105, 0.592197545295149, 0.5943627450980392, 0.7322634504780041, 0.45614379084967316, 0.5356985865963346, 0.7376786816125052, 0.5866312741312741]
  mean: 0.6308831607, std: 0.0890660104
Accuracy Intime: [0.8928571428571429, 1.0, 1.0, 0.9642857142857143, 1.0, 0.8928571428571429, 1.0, 1.0, 1.0, 0.9615384615384616, 0.8928571428571429, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9736263736, std: 0.0422374661
F1 In Time: [0.8923076923076922, 1.0, 1.0, 0.9686274509803922, 1.0, 0.8926739926739926, 1.0, 1.0, 1.0, 0.9641025641025641, 0.8976190476190475, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9743553832, std: 0.0416385491
--------------------------------------------------
Subject Number: 4
Accuracy Cross: [0.5797101449275363, 0.6811594202898551, 0.6521739130434783, 0.5797101449275363, 0.6956521739130435, 0.782608695652174, 0.9420289855072463, 0.8985507246376812, 0.7391304347826086, 0.8840579710144928, 0.6956521739130435, 0.7246376811594203, 0.7101449275362319, 0.6086956521739131, 0.7391304347826086]
  mean: 0.7275362319, std: 0.1067884203
F1 Score: [0.5636048733874821, 0.6223739495798319, 0.6200257400257401, 0.5389819024304949, 0.6285164474819648, 0.7677105598588096, 0.9442724458204335, 0.9020979020979021, 0.6666666666666666, 0.8817713817713817, 0.6493218475073314, 0.6514592933947773, 0.6590948879551821, 0.5642076502732241, 0.6666666666666666]
  mean: 0.6884514810, std: 0.1225993886
Accuracy Intime: [1.0, 0.9642857142857143, 1.0, 0.8928571428571429, 0.9615384615384616, 0.9285714285714286, 1.0, 1.0, 1.0, 0.9615384615384616, 0.8928571428571429, 1.0, 1.0, 0.8214285714285714, 0.8461538461538461]
  mean: 0.9512820513, std: 0.0590198446
F1 In Time: [1.0, 0.9625668449197862, 1.0, 0.902834008097166, 0.9641025641025641, 0.9222222222222223, 1.0, 1.0, 1.0, 0.9580419580419581, 0.8911764705882352, 1.0, 1.0, 0.8268398268398268, 0.8382284382284382]
  mean: 0.9510674889, std: 0.0588909397
--------------------------------------------------
Subject Number: 5
Accuracy Cross: [0.6911764705882353, 0.39705882352941174, 0.6176470588235294, 0.4117647058823529, 0.6764705882352942, 0.75, 0.8088235294117647, 0.7205882352941176, 0.6029411764705882, 0.6323529411764706, 0.47058823529411764, 0.3382352941176471, 0.6029411764705882, 0.7352941176470589, 0.7794117647058824]
  mean: 0.6156862745, std: 0.1425653361
F1 Score: [0.6278947368421053, 0.33034825870646767, 0.5737327188940092, 0.3267543859649123, 0.60875, 0.6984126984126985, 0.7923691215616682, 0.7248511085531255, 0.5364832535885168, 0.5896551724137931, 0.375, 0.22916666666666666, 0.5446428571428572, 0.6564102564102564, 0.7419441460794844]
  mean: 0.5570943587, std: 0.1637607253
Accuracy Intime: [0.9642857142857143, 1.0, 1.0, 1.0, 1.0, 0.9285714285714286, 0.9285714285714286, 1.0, 0.8846153846153846, 0.9615384615384616, 0.75, 0.9642857142857143, 1.0, 1.0, 1.0]
  mean: 0.9587912088, std: 0.0656127703
F1 In Time: [0.9641025641025641, 1.0, 1.0, 1.0, 1.0, 0.9285714285714286, 0.9205882352941177, 1.0, 0.8472222222222222, 0.9641025641025642, 0.7035818713450293, 0.9625668449197861, 1.0, 1.0, 1.0]
  mean: 0.9527157154, std: 0.0787631322
--------------------------------------------------
Subject Number: 6
Accuracy Cross: [0.6323529411764706, 0.39705882352941174, 0.4411764705882353, 0.4117647058823529, 0.4852941176470588, 0.5942028985507246, 0.6231884057971014, 0.5652173913043478, 0.463768115942029, 0.5507246376811594, 0.6666666666666666, 0.4782608695652174, 0.5652173913043478, 0.7101449275362319, 0.6521739130434783]
  mean: 0.5491474851, std: 0.0949926584
F1 Score: [0.5588768115942029, 0.3125352907961604, 0.3612040133779264, 0.33333333333333337, 0.43186274509803924, 0.5605644355644356, 0.5882288938554923, 0.5650830140485313, 0.3383859357696567, 0.5247077837273083, 0.6005865102639296, 0.4026915113871635, 0.47863636363636364, 0.6538461538461539, 0.584340492131119]
  mean: 0.4863255526, std: 0.1097670703
Accuracy Intime: [1.0, 1.0, 0.9642857142857143, 0.9642857142857143, 0.9230769230769231, 0.9285714285714286, 0.9285714285714286, 0.8571428571428571, 0.9615384615384616, 0.7307692307692307, 0.9285714285714286, 1.0, 0.9642857142857143, 0.9615384615384616, 0.8461538461538461]
  mean: 0.9305860806, std: 0.0694243084
F1 In Time: [1.0, 1.0, 0.9625668449197862, 0.9641025641025641, 0.9163752913752915, 0.9282051282051282, 0.9328282828282828, 0.8558823529411765, 0.9686274509803922, 0.6750874125874127, 0.9160633484162897, 1.0, 0.9686274509803922, 0.9450549450549451, 0.8411382734912147]
  mean: 0.9249706231, std: 0.0810416844
--------------------------------------------------
Subject Number: 7
Accuracy Cross: [0.6470588235294118, 0.9264705882352942, 0.7205882352941176, 0.7352941176470589, 0.7058823529411765, 0.7058823529411765, 0.6323529411764706, 0.6911764705882353, 0.6323529411764706, 0.7058823529411765, 0.47058823529411764, 0.6911764705882353, 0.4852941176470588, 0.7647058823529411, 0.7205882352941176]
  mean: 0.6823529412, std: 0.1045118272
F1 Score: [0.5928571428571429, 0.920997920997921, 0.6906776341558951, 0.6459330143540669, 0.6891022021456804, 0.643823794767191, 0.5606060606060606, 0.6082189239332096, 0.5591738889913331, 0.6295747328356024, 0.4310879190385832, 0.6211201079622133, 0.4982402434658074, 0.7318831436478495, 0.6942313451747413]
  mean: 0.6345018717, std: 0.1080718830
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.9615384615384616, 1.0, 1.0, 0.9285714285714286, 1.0, 0.9615384615384616, 1.0, 1.0, 1.0, 1.0, 0.9615384615384616]
  mean: 0.9875457875, std: 0.0219291275
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.9641025641025641, 1.0, 1.0, 0.9328282828282828, 1.0, 0.9580419580419581, 1.0, 1.0, 1.0, 1.0, 0.9580419580419581]
  mean: 0.9875343175, std: 0.0215881472
--------------------------------------------------
Subject Number: 8
Accuracy Cross: [0.6617647058823529, 0.5294117647058824, 0.4852941176470588, 0.5, 0.5147058823529411, 0.6470588235294118, 0.7205882352941176, 0.7058823529411765, 0.7352941176470589, 0.6323529411764706, 0.6176470588235294, 0.5882352941176471, 0.5, 0.5735294117647058, 0.4117647058823529]
  mean: 0.5882352941, std: 0.0934720505
F1 Score: [0.5937229437229437, 0.5029605263157895, 0.4706521739130435, 0.4887092074592075, 0.5012368583797155, 0.5828686720469552, 0.6765873015873015, 0.6431912681912682, 0.6572398190045249, 0.6404330963154493, 0.5811138014527846, 0.5672353961827645, 0.524712643678161, 0.5617496807151979, 0.46712992157813893]
  mean: 0.5639695540, std: 0.0673327941
Accuracy Intime: [0.9642857142857143, 1.0, 0.9642857142857143, 0.9615384615384616, 0.9230769230769231, 1.0, 1.0, 0.9642857142857143, 1.0, 0.9615384615384616, 0.9285714285714286, 0.9642857142857143, 0.9642857142857143, 0.9230769230769231, 0.9615384615384616]
  mean: 0.9653846154, std: 0.0255322129
F1 In Time: [0.9686274509803922, 1.0, 0.9625668449197862, 0.9625668449197861, 0.9222222222222223, 1.0, 1.0, 0.9686274509803922, 1.0, 0.9641025641025641, 0.9328525641025641, 0.9641025641025641, 0.9641025641025642, 0.9222222222222223, 0.9625668449197861]
  mean: 0.9663040092, std: 0.0253170842
--------------------------------------------------
Subject Number: 9
Accuracy Cross: [0.7941176470588235, 0.4264705882352941, 0.6617647058823529, 0.5, 0.38235294117647056, 0.7205882352941176, 0.5, 0.5588235294117647, 0.6176470588235294, 0.45588235294117646, 0.6911764705882353, 0.5735294117647058, 0.5147058823529411, 0.5588235294117647, 0.6029411764705882]
  mean: 0.5705882353, std: 0.1099438884
F1 Score: [0.8039442389006343, 0.4081395348837209, 0.6897917871602082, 0.46826923076923077, 0.4432367149758454, 0.7127800877800878, 0.45403225806451614, 0.4912052417866371, 0.5434019424396328, 0.40766689450899973, 0.6748847448847448, 0.5393479614067849, 0.5185090479937058, 0.5264543966671626, 0.6145104895104896]
  mean: 0.5530783048, std: 0.1163252823
Accuracy Intime: [1.0, 0.9642857142857143, 1.0, 0.9615384615384616, 0.8461538461538461, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9642857142857143, 1.0, 0.9642857142857143, 1.0, 0.8076923076923077]
  mean: 0.9672161172, std: 0.0576396643
F1 In Time: [1.0, 0.9625668449197862, 1.0, 0.9641025641025641, 0.8115079365079365, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9625668449197861, 1.0, 0.9625668449197862, 1.0, 0.7808823529411765]
  mean: 0.9629462259, std: 0.0675472268
--------------------------------------------------
Subject Number: 10
Accuracy Cross: [0.5735294117647058, 0.35294117647058826, 0.4117647058823529, 0.47058823529411764, 0.4411764705882353, 0.5735294117647058, 0.47058823529411764, 0.5, 0.5, 0.45588235294117646, 0.7246376811594203, 0.6811594202898551, 0.4782608695652174, 0.5217391304347826, 0.6811594202898551]
  mean: 0.5224637681, std: 0.1022536118
F1 Score: [0.5462188296628524, 0.3961538461538462, 0.47496947496947495, 0.5210222681152914, 0.4977800692954958, 0.5041600212652845, 0.4368829538321064, 0.4529761904761905, 0.4113372093023256, 0.4201923076923077, 0.7111121804860463, 0.6017876133083506, 0.4289770319518603, 0.47196317551410805, 0.6093023255813954]
  mean: 0.4989890332, std: 0.0845092986
Accuracy Intime: [0.7857142857142857, 1.0, 1.0, 1.0, 0.9230769230769231, 0.9642857142857143, 1.0, 1.0, 1.0, 1.0, 0.9285714285714286, 1.0, 1.0, 1.0, 0.9615384615384616]
  mean: 0.9708791209, std: 0.0559594997
F1 In Time: [0.7846153846153847, 1.0, 1.0, 1.0, 0.9142857142857144, 0.9641025641025641, 1.0, 1.0, 1.0, 1.0, 0.9285714285714286, 1.0, 1.0, 1.0, 0.9641025641025641]
  mean: 0.9703785104, std: 0.0567187648
--------------------------------------------------
Subject Number: 11
Accuracy Cross: [0.6521739130434783, 0.782608695652174, 0.7246376811594203, 0.8115942028985508, 0.8115942028985508, 0.6956521739130435, 0.5942028985507246, 0.6376811594202898, 0.7246376811594203, 0.7391304347826086, 0.5942028985507246, 0.6521739130434783, 0.7391304347826086, 0.7101449275362319, 0.7536231884057971]
  mean: 0.7082125604, std: 0.0677431812
F1 Score: [0.6434613579474343, 0.7741306807003738, 0.6641891891891891, 0.8117236024844721, 0.8034349620556517, 0.6343089867525957, 0.5183612440191387, 0.5639523482694382, 0.6923295454545455, 0.6981572481572482, 0.5441003987802018, 0.6322355471312969, 0.7229020979020979, 0.6756039092753089, 0.7607704074537617]
  mean: 0.6759774350, std: 0.0872114889
Accuracy Intime: [1.0, 0.9642857142857143, 1.0, 0.9642857142857143, 0.9230769230769231, 1.0, 0.9285714285714286, 1.0, 0.9642857142857143, 0.9615384615384616, 1.0, 1.0, 0.9642857142857143, 0.9285714285714286, 0.9230769230769231]
  mean: 0.9681318681, std: 0.0298731367
F1 In Time: [1.0, 0.9641025641025641, 1.0, 0.9641025641025641, 0.9206088029617442, 1.0, 0.9270833333333334, 1.0, 0.9625668449197862, 0.9580419580419581, 1.0, 1.0, 0.9641025641025641, 0.9258241758241759, 0.9248917748917749]
  mean: 0.9674216388, std: 0.0304088284
--------------------------------------------------
Subject Number: 12
Accuracy Cross: [0.7205882352941176, 0.7205882352941176, 0.6323529411764706, 0.6176470588235294, 0.6617647058823529, 0.6811594202898551, 0.7536231884057971, 0.7536231884057971, 0.7971014492753623, 0.6956521739130435, 0.35294117647058826, 0.6470588235294118, 0.5294117647058824, 0.6029411764705882, 0.6029411764705882]
  mean: 0.6512929810, std: 0.1048266637
F1 Score: [0.6728042590753613, 0.6536206017338093, 0.5798484848484848, 0.6020747743011611, 0.5975232198142415, 0.6759813546737068, 0.7512872628726287, 0.7289374793122919, 0.8023182957393484, 0.7036361626878869, 0.2685444911952626, 0.6143554295983964, 0.46837307152875174, 0.5456238522573715, 0.5797766749379653]
  mean: 0.6163136943, std: 0.1244506206
Accuracy Intime: [0.9642857142857143, 1.0, 0.9642857142857143, 0.9615384615384616, 0.9615384615384616, 0.9285714285714286, 1.0, 1.0, 1.0, 1.0, 0.9642857142857143, 1.0, 1.0, 0.9615384615384616, 1.0]
  mean: 0.9804029304, std: 0.0225177918
F1 In Time: [0.9641025641025641, 1.0, 0.9641025641025641, 0.9450549450549451, 0.958041958041958, 0.930952380952381, 1.0, 1.0, 1.0, 1.0, 0.9641025641025642, 1.0, 1.0, 0.9686274509803922, 1.0]
  mean: 0.9796656285, std: 0.0233735244
--------------------------------------------------
Subject Number: 13
Accuracy Cross: [0.5441176470588235, 0.47058823529411764, 0.6911764705882353, 0.47058823529411764, 0.6029411764705882, 0.5217391304347826, 0.463768115942029, 0.5362318840579711, 0.463768115942029, 0.5797101449275363, 0.4411764705882353, 0.4852941176470588, 0.27941176470588236, 0.45588235294117646, 0.6029411764705882]
  mean: 0.5072890026, std: 0.0915307941
F1 Score: [0.4991432855001071, 0.375, 0.6850018853695324, 0.36813987372510926, 0.5471575984990619, 0.4521303258145363, 0.4230605285592498, 0.505953947368421, 0.4328686720469552, 0.5001646903820817, 0.38512987012987016, 0.45585317460317465, 0.20543735224586288, 0.3241758241758242, 0.5657407407407407]
  mean: 0.4483305179, std: 0.1093364352
Accuracy Intime: [0.75, 0.8928571428571429, 0.8571428571428571, 0.7692307692307693, 0.6923076923076923, 0.9642857142857143, 1.0, 1.0, 1.0, 0.8076923076923077, 0.75, 1.0, 0.8214285714285714, 0.7307692307692307, 0.9615384615384616]
  mean: 0.8664835165, std: 0.1100081783
F1 In Time: [0.7514705882352941, 0.8771929824561403, 0.8412955465587044, 0.7875516296568928, 0.6142857142857143, 0.9641025641025641, 1.0, 1.0, 1.0, 0.7914786967418546, 0.7086038961038961, 1.0, 0.7619047619047619, 0.7313131313131312, 0.9641025641025641]
  mean: 0.8528868050, std: 0.1241405184
--------------------------------------------------
Subject Number: 14
Accuracy Cross: [0.47058823529411764, 0.39705882352941174, 0.47058823529411764, 0.38235294117647056, 0.4411764705882353, 0.5735294117647058, 0.35294117647058826, 0.39705882352941174, 0.4117647058823529, 0.4852941176470588, 0.7205882352941176, 0.7647058823529411, 0.7941176470588235, 0.75, 0.7647058823529411]
  mean: 0.5450980392, std: 0.1596986301
F1 Score: [0.3804347826086957, 0.31407322654462244, 0.375, 0.29679144385026734, 0.35239085239085244, 0.5809567244349854, 0.3472067264936535, 0.3167004048582996, 0.412807881773399, 0.5289247311827957, 0.6752462707571066, 0.7706043956043955, 0.7835474050786295, 0.7135531135531135, 0.7458831779556143]
  mean: 0.5062747425, std: 0.1806136606
Accuracy Intime: [0.8214285714285714, 0.8928571428571429, 1.0, 0.8076923076923077, 0.9230769230769231, 1.0, 1.0, 1.0, 0.9615384615384616, 1.0, 1.0, 1.0, 1.0, 0.8846153846153846, 1.0]
  mean: 0.9527472527, std: 0.0671154839
F1 In Time: [0.8186274509803921, 0.8923076923076924, 1.0, 0.8380566801619433, 0.9267919580419581, 1.0, 1.0, 1.0, 0.9641025641025641, 1.0, 1.0, 1.0, 1.0, 0.9009372979961215, 1.0]
  mean: 0.9560549096, std: 0.0622966940
--------------------------------------------------
Subject Number: 15
Accuracy Cross: [0.4852941176470588, 0.6029411764705882, 0.75, 0.5882352941176471, 0.6029411764705882, 0.6323529411764706, 0.6323529411764706, 0.9264705882352942, 0.8088235294117647, 0.7205882352941176, 0.5882352941176471, 0.4852941176470588, 0.4852941176470588, 0.47058823529411764, 0.7352941176470589]
  mean: 0.6343137255, std: 0.1281879147
F1 Score: [0.45565123282514586, 0.5613669590643275, 0.7624244142101284, 0.5916853994188278, 0.5775560565157292, 0.571870266417179, 0.5480894922071393, 0.9267011453377152, 0.817535610185338, 0.6354642446218751, 0.509004884004884, 0.3706596808763991, 0.34904306220095693, 0.3619047619047619, 0.6531856645097063]
  mean: 0.5794761916, std: 0.1602370831
Accuracy Intime: [0.8928571428571429, 0.8928571428571429, 0.9285714285714286, 1.0, 1.0, 0.8214285714285714, 0.9285714285714286, 1.0, 0.9615384615384616, 0.8076923076923077, 1.0, 1.0, 1.0, 1.0, 0.9615384615384616]
  mean: 0.9463369963, std: 0.0641851901
F1 In Time: [0.8923076923076922, 0.8771929824561403, 0.9222222222222223, 1.0, 1.0, 0.8070112893642306, 0.9266694090223502, 1.0, 0.9555555555555556, 0.8065934065934066, 1.0, 1.0, 1.0, 1.0, 0.9625668449197861]
  mean: 0.9433412935, std: 0.0673201912
--------------------------------------------------
Subject Number: 16
Accuracy Cross: [0.8088235294117647, 0.4852941176470588, 0.7205882352941176, 0.7205882352941176, 0.5588235294117647, 0.6617647058823529, 0.4852941176470588, 0.7205882352941176, 0.7058823529411765, 0.23529411764705882, 0.7352941176470589, 0.5147058823529411, 0.8088235294117647, 0.6764705882352942, 0.75]
  mean: 0.6392156863, std: 0.1500544563
F1 Score: [0.8128494312704839, 0.43564047240517834, 0.6434343434343435, 0.6648418826990257, 0.5365384615384615, 0.6081434375552022, 0.3900839054157132, 0.6715738284703803, 0.6876021320939154, 0.1396780303030303, 0.7332170880557978, 0.4736567714496407, 0.8088677451580677, 0.6282541168242083, 0.75023595663684]
  mean: 0.5989745069, std: 0.1735799835
Accuracy Intime: [0.9285714285714286, 1.0, 1.0, 1.0, 1.0, 0.9285714285714286, 1.0, 1.0, 1.0, 1.0, 0.9285714285714286, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9857142857, std: 0.0285714286
F1 In Time: [0.930952380952381, 1.0, 1.0, 1.0, 1.0, 0.9285714285714286, 1.0, 1.0, 1.0, 1.0, 0.9365079365079365, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9864021164, std: 0.0272363973
--------------------------------------------------
Subject Number: 17
Accuracy Cross: [0.8405797101449275, 0.855072463768116, 0.8840579710144928, 0.7246376811594203, 0.7101449275362319, 0.4782608695652174, 0.5217391304347826, 0.5362318840579711, 0.5797101449275363, 0.4057971014492754, 0.6176470588235294, 0.7205882352941176, 0.6029411764705882, 0.5735294117647058, 0.5]
  mean: 0.6367291844, std: 0.1413649488
F1 Score: [0.8392857142857143, 0.8569628647214854, 0.8829244031830239, 0.7094578828653652, 0.6330459770114942, 0.3756919035556806, 0.4971186440677966, 0.4362806577480491, 0.5328571428571429, 0.2614403600900225, 0.5854343931930139, 0.6898809523809524, 0.5559150326797385, 0.5119874338624338, 0.5038210624417521]
  mean: 0.5914736283, std: 0.1730858559
Accuracy Intime: [1.0, 0.9642857142857143, 1.0, 0.9230769230769231, 1.0, 1.0, 1.0, 0.9642857142857143, 1.0, 0.9615384615384616, 1.0, 0.9642857142857143, 1.0, 1.0, 0.9615384615384616]
  mean: 0.9826007326, std: 0.0233255978
F1 In Time: [1.0, 0.9641025641025641, 1.0, 0.8958333333333334, 1.0, 1.0, 1.0, 0.9580419580419581, 1.0, 0.9641025641025641, 1.0, 0.9641025641025641, 1.0, 1.0, 0.9580419580419581]
  mean: 0.9802816628, std: 0.0287579953
--------------------------------------------------
Subject Number: 18
Accuracy Cross: [0.6521739130434783, 0.7246376811594203, 0.7246376811594203, 0.6811594202898551, 0.7246376811594203, 0.7058823529411765, 0.5147058823529411, 0.6764705882352942, 0.5588235294117647, 0.5588235294117647, 0.7941176470588235, 0.5147058823529411, 0.5147058823529411, 0.5441176470588235, 0.45588235294117646]
  mean: 0.6230321114, std: 0.1005998449
F1 Score: [0.6339669738863287, 0.7186854465866614, 0.7425986842105263, 0.656793091718721, 0.7051461988304094, 0.6677015250544662, 0.5457137248670325, 0.6742974095796677, 0.6013943909954097, 0.5829921602787456, 0.7996031746031746, 0.49567809239940386, 0.4709866220735786, 0.4840075154730328, 0.38975155279503104]
  mean: 0.6112877709, std: 0.1114491707
Accuracy Intime: [0.9285714285714286, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9642857142857143, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9230769230769231]
  mean: 0.9877289377, std: 0.0258663568
F1 In Time: [0.9365079365079365, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9686274509803922, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9267919580419581]
  mean: 0.9887951564, std: 0.0237930922
--------------------------------------------------
Subject Number: 19
Accuracy Cross: [0.22058823529411764, 0.2647058823529412, 0.23529411764705882, 0.3382352941176471, 0.35294117647058826, 0.6029411764705882, 0.5882352941176471, 0.7058823529411765, 0.6176470588235294, 0.47058823529411764, 0.5441176470588235, 0.4117647058823529, 0.6029411764705882, 0.6764705882352942, 0.39705882352941174]
  mean: 0.4686274510, std: 0.1579192363
F1 Score: [0.28175438596491226, 0.2145748987854251, 0.27702702702702703, 0.35122386537480876, 0.35844155844155845, 0.5658064516129032, 0.569859163824681, 0.7273429863841975, 0.5881437464629315, 0.3981115502854633, 0.48039215686274506, 0.3118279569892473, 0.5181663574520717, 0.6622153209109731, 0.3250170881749829]
  mean: 0.4419936343, std: 0.1511334664
Accuracy Intime: [0.8571428571428571, 1.0, 0.9642857142857143, 0.9230769230769231, 1.0, 0.9285714285714286, 1.0, 1.0, 0.9230769230769231, 1.0, 0.7857142857142857, 0.9642857142857143, 1.0, 0.8846153846153846, 1.0]
  mean: 0.9487179487, std: 0.0630765615
F1 In Time: [0.8631410256410257, 1.0, 0.9625668449197862, 0.8888888888888888, 1.0, 0.930952380952381, 1.0, 1.0, 0.8888888888888888, 1.0, 0.7666666666666666, 0.9641025641025641, 1.0, 0.9058823529411765, 1.0]
  mean: 0.9447393075, std: 0.0675157224
--------------------------------------------------
Subject Number: 20
Accuracy Cross: [0.7647058823529411, 0.6176470588235294, 0.5882352941176471, 0.5441176470588235, 0.6176470588235294, 0.75, 0.6617647058823529, 0.6911764705882353, 0.7205882352941176, 0.5, 0.5942028985507246, 0.463768115942029, 0.7246376811594203, 0.6811594202898551, 0.8405797101449275]
  mean: 0.6506820119, std: 0.1000814330
F1 Score: [0.7321356128658361, 0.5874999999999999, 0.5461931944547409, 0.5046203871748336, 0.6131576934006602, 0.7135531135531135, 0.5982407407407407, 0.6796536796536796, 0.6409905425584868, 0.3329566854990584, 0.5734063390313391, 0.3791324798888206, 0.6891197038255862, 0.6828282828282829, 0.8400327063117761]
  mean: 0.6075680775, std: 0.1272962951
Accuracy Intime: [0.7142857142857143, 1.0, 0.9642857142857143, 1.0, 0.7692307692307693, 0.7857142857142857, 1.0, 0.9285714285714286, 0.8846153846153846, 0.8461538461538461, 0.8214285714285714, 0.8214285714285714, 0.9642857142857143, 0.8846153846153846, 0.8461538461538461]
  mean: 0.8820512821, std: 0.0885136621
F1 In Time: [0.7174242424242424, 1.0, 0.9641025641025641, 1.0, 0.7214285714285714, 0.7658730158730158, 1.0, 0.9205882352941177, 0.8890977443609023, 0.8365079365079364, 0.8225961538461539, 0.7619047619047619, 0.9625668449197861, 0.902834008097166, 0.8457424928013164]
  mean: 0.8740444381, std: 0.0978834772
--------------------------------------------------
Subject Number: 21
Accuracy Cross: [0.5588235294117647, 0.75, 0.75, 0.5735294117647058, 0.6176470588235294, 0.8823529411764706, 0.9411764705882353, 0.6911764705882353, 0.6911764705882353, 0.6470588235294118, 0.8235294117647058, 0.8382352941176471, 0.7794117647058824, 0.8382352941176471, 0.7352941176470589]
  mean: 0.7411764706, std: 0.1088367771
F1 Score: [0.5340569561157796, 0.7393363844393592, 0.7512137919684002, 0.5405065607193267, 0.6205930648121317, 0.8828271787830612, 0.94375, 0.6272382410058919, 0.6596225182109977, 0.574900589606472, 0.8045454545454546, 0.8227668701534401, 0.7541096291096292, 0.8473635478814845, 0.6964285714285714]
  mean: 0.7199506239, std: 0.1220800013
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.8461538461538461, 1.0, 1.0, 1.0, 0.9615384615384616, 0.9230769230769231, 0.9642857142857143, 1.0, 1.0, 0.9615384615384616, 0.8846153846153846]
  mean: 0.9694139194, std: 0.0469757906
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.8457424928013164, 1.0, 1.0, 1.0, 0.9495798319327732, 0.9142857142857144, 0.9641025641025642, 1.0, 1.0, 0.9495798319327732, 0.8768525592055003]
  mean: 0.9666761996, std: 0.0490057731
--------------------------------------------------
Subject Number: 22
Accuracy Cross: [0.5294117647058824, 0.5, 0.47058823529411764, 0.39705882352941174, 0.4411764705882353, 0.5362318840579711, 0.5072463768115942, 0.5217391304347826, 0.5507246376811594, 0.463768115942029, 0.5294117647058824, 0.5882352941176471, 0.4852941176470588, 0.7058823529411765, 0.5735294117647058]
  mean: 0.5200198920, std: 0.0693588462
F1 Score: [0.49393939393939396, 0.4103302611367127, 0.36071428571428577, 0.31215780998389697, 0.3921804511278195, 0.46465201465201467, 0.434800437397485, 0.4567505720823799, 0.5085380835380835, 0.43052401038286825, 0.5122917588087866, 0.5611607142857142, 0.42080745341614906, 0.6919780219780219, 0.5535517114464483]
  mean: 0.4669584653, std: 0.0895056110
Accuracy Intime: [0.8214285714285714, 1.0, 1.0, 0.9615384615384616, 0.9230769230769231, 0.9642857142857143, 1.0, 1.0, 1.0, 0.8461538461538461, 0.8928571428571429, 1.0, 0.9642857142857143, 1.0, 0.9615384615384616]
  mean: 0.9556776557, std: 0.0571522487
F1 In Time: [0.8358112475759535, 1.0, 1.0, 0.9686274509803922, 0.9142857142857144, 0.9686274509803922, 1.0, 1.0, 1.0, 0.836904761904762, 0.8923076923076922, 1.0, 0.9625668449197861, 1.0, 0.9580419580419581]
  mean: 0.9558115414, std: 0.0567705728
--------------------------------------------------
Subject Number: 23
Accuracy Cross: [0.7681159420289855, 0.4782608695652174, 0.7971014492753623, 0.5652173913043478, 0.4927536231884058, 0.2647058823529412, 0.4264705882352941, 0.36764705882352944, 0.5441176470588235, 0.5294117647058824, 0.6521739130434783, 0.5652173913043478, 0.6086956521739131, 0.5942028985507246, 0.6521739130434783]
  mean: 0.5537510656, std: 0.1351421070
F1 Score: [0.7168421052631578, 0.375, 0.7815527950310559, 0.5322104572713643, 0.4212665283899404, 0.19254658385093168, 0.31574460447794683, 0.2902763902763903, 0.4707082833133253, 0.4244142101284958, 0.5903692093347266, 0.5144562334217507, 0.5630171740827479, 0.530595427963849, 0.5904505177751681]
  mean: 0.4872967014, std: 0.1521469292
Accuracy Intime: [0.9642857142857143, 0.9285714285714286, 1.0, 1.0, 0.8846153846153846, 0.9642857142857143, 1.0, 0.9642857142857143, 1.0, 1.0, 0.9285714285714286, 1.0, 1.0, 1.0, 0.9230769230769231]
  mean: 0.9705128205, std: 0.0367141891
F1 In Time: [0.9641025641025641, 0.9269607843137255, 1.0, 1.0, 0.8696581196581196, 0.9641025641025641, 1.0, 0.9641025641025641, 1.0, 1.0, 0.9365079365079365, 1.0, 1.0, 1.0, 0.9142857142857144]
  mean: 0.9693146831, std: 0.0395339191
--------------------------------------------------
Subject Number: 24
Accuracy Cross: [0.5588235294117647, 0.5441176470588235, 0.5588235294117647, 0.5735294117647058, 0.6029411764705882, 0.6911764705882353, 0.6764705882352942, 0.75, 0.6911764705882353, 0.6911764705882353, 0.6176470588235294, 0.6323529411764706, 0.6764705882352942, 0.8088235294117647, 0.7794117647058824]
  mean: 0.6568627451, std: 0.0795870735
F1 Score: [0.5789885805760222, 0.543754956749479, 0.551794976902581, 0.5892857142857143, 0.5852222347108264, 0.6126984126984127, 0.6336531688698871, 0.7062003179650239, 0.605276256844201, 0.6517987180777879, 0.6153846153846154, 0.5828525641025641, 0.6165130001843998, 0.8165351791439602, 0.7780676220331393]
  mean: 0.6312017546, std: 0.0758686786
Accuracy Intime: [1.0, 0.9642857142857143, 1.0, 1.0, 0.9615384615384616, 0.9642857142857143, 0.9642857142857143, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9642857142857143, 1.0, 1.0]
  mean: 0.9879120879, std: 0.0171066585
F1 In Time: [1.0, 0.9625668449197862, 1.0, 1.0, 0.9625668449197861, 0.9641025641025641, 0.9641025641025641, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9625668449197862, 1.0, 1.0]
  mean: 0.9877270442, std: 0.0173620149
--------------------------------------------------
Subject Number: 25
Accuracy Cross: [0.9710144927536232, 0.9130434782608695, 0.8405797101449275, 0.927536231884058, 0.855072463768116, 0.7352941176470589, 0.5882352941176471, 0.6617647058823529, 0.7058823529411765, 0.8823529411764706, 0.6764705882352942, 0.7647058823529411, 0.47058823529411764, 0.6029411764705882, 0.7352941176470589]
  mean: 0.7553850526, std: 0.1378233580
F1 Score: [0.9694444444444446, 0.9136482955080516, 0.8404440154440156, 0.9257595831125244, 0.853957528957529, 0.7033574720210665, 0.5791871416871417, 0.6093398193062247, 0.7014652014652014, 0.884622553588071, 0.6266447368421053, 0.7722541024866607, 0.5110050215823809, 0.5632183908045977, 0.6625552852720036]
  mean: 0.7411269062, std: 0.1439016764
Accuracy Intime: [0.8928571428571429, 1.0, 1.0, 1.0, 1.0, 0.9642857142857143, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9230769230769231]
  mean: 0.9853479853, std: 0.0320957306
F1 In Time: [0.8771929824561403, 1.0, 1.0, 1.0, 1.0, 0.9625668449197861, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9160633484162897]
  mean: 0.9837215451, std: 0.0361047963
--------------------------------------------------
Subject Number: 26
Accuracy Cross: [0.6376811594202898, 0.7101449275362319, 0.5072463768115942, 0.7101449275362319, 0.6086956521739131, 0.47058823529411764, 0.5147058823529411, 0.5, 0.38235294117647056, 0.3382352941176471, 0.6470588235294118, 0.6323529411764706, 0.38235294117647056, 0.7205882352941176, 0.2647058823529412]
  mean: 0.5351236147, std: 0.1411233500
F1 Score: [0.6484384012434503, 0.7219864176570459, 0.46577380952380953, 0.7037086032982066, 0.5740398167723749, 0.42805642633228835, 0.5084119348550588, 0.48928009441384734, 0.3572528637672212, 0.3258425871809858, 0.6185661185661187, 0.6273718272828395, 0.405644701773734, 0.7297313797313797, 0.3014529914529915]
  mean: 0.5270371983, std: 0.1404631040
Accuracy Intime: [0.8928571428571429, 1.0, 1.0, 0.9615384615384616, 0.8846153846153846, 1.0, 0.9642857142857143, 0.9642857142857143, 0.9230769230769231, 0.6923076923076923, 0.9642857142857143, 1.0, 1.0, 0.9230769230769231, 0.8461538461538461]
  mean: 0.9344322344, std: 0.0799122679
F1 In Time: [0.8958333333333334, 1.0, 1.0, 0.9641025641025641, 0.8833333333333333, 1.0, 0.9641025641025641, 0.9641025641025641, 0.9303490627020039, 0.6764705882352942, 0.9625668449197861, 1.0, 1.0, 0.9365079365079365, 0.8352349404980984]
  mean: 0.9341735821, std: 0.0838385215
--------------------------------------------------
Subject Number: 27
Accuracy Cross: [0.8405797101449275, 0.855072463768116, 0.8840579710144928, 0.7246376811594203, 0.7101449275362319, 0.4782608695652174, 0.5217391304347826, 0.5362318840579711, 0.5797101449275363, 0.4057971014492754, 0.6176470588235294, 0.7205882352941176, 0.6029411764705882, 0.5735294117647058, 0.5]
  mean: 0.6367291844, std: 0.1413649488
F1 Score: [0.8392857142857143, 0.8569628647214854, 0.8829244031830239, 0.7094578828653652, 0.6330459770114942, 0.3756919035556806, 0.4971186440677966, 0.4362806577480491, 0.5328571428571429, 0.2614403600900225, 0.5854343931930139, 0.6898809523809524, 0.5559150326797385, 0.5119874338624338, 0.5038210624417521]
  mean: 0.5914736283, std: 0.1730858559
Accuracy Intime: [1.0, 0.9642857142857143, 1.0, 0.9230769230769231, 1.0, 1.0, 1.0, 0.9642857142857143, 1.0, 0.9615384615384616, 1.0, 0.9642857142857143, 1.0, 1.0, 0.9615384615384616]
  mean: 0.9826007326, std: 0.0233255978
F1 In Time: [1.0, 0.9641025641025641, 1.0, 0.8958333333333334, 1.0, 1.0, 1.0, 0.9580419580419581, 1.0, 0.9641025641025641, 1.0, 0.9641025641025641, 1.0, 1.0, 0.9580419580419581]
  mean: 0.9802816628, std: 0.0287579953
--------------------------------------------------
Subject Number: 28
Accuracy Cross: [0.36764705882352944, 0.38235294117647056, 0.4852941176470588, 0.6029411764705882, 0.5735294117647058, 0.25, 0.3235294117647059, 0.39705882352941174, 0.36764705882352944, 0.45588235294117646, 0.3235294117647059, 0.35294117647058826, 0.3382352941176471, 0.25, 0.4852941176470588]
  mean: 0.3970588235, std: 0.1013177308
F1 Score: [0.2685013876040703, 0.3598813820588014, 0.3873307543520309, 0.5627450980392157, 0.5051282051282051, 0.19932097287312284, 0.2287878787878788, 0.34213759213759215, 0.25510204081632654, 0.38384558362319665, 0.19854469854469856, 0.31843102073365226, 0.2834065934065934, 0.20350404312668463, 0.41599257884972174]
  mean: 0.3275106553, std: 0.1069789748
Accuracy Intime: [0.8571428571428571, 0.9285714285714286, 0.8571428571428571, 0.9230769230769231, 0.9230769230769231, 0.9285714285714286, 1.0, 1.0, 0.9615384615384616, 1.0, 0.9642857142857143, 0.9285714285714286, 1.0, 0.9230769230769231, 1.0]
  mean: 0.9463369963, std: 0.0472108455
F1 In Time: [0.8470157293686705, 0.9205882352941177, 0.8561732385261797, 0.9313168449197862, 0.9270833333333334, 0.9222222222222223, 1.0, 1.0, 0.9641025641025641, 1.0, 0.9686274509803922, 0.9205882352941177, 1.0, 0.9328282828282828, 1.0]
  mean: 0.9460364091, std: 0.0489150591
--------------------------------------------------
Subject Number: 29
Accuracy Cross: [0.6764705882352942, 0.5735294117647058, 0.6911764705882353, 0.6470588235294118, 0.4852941176470588, 0.7352941176470589, 0.7205882352941176, 0.6911764705882353, 0.7205882352941176, 0.7205882352941176, 0.7101449275362319, 0.7101449275362319, 0.6376811594202898, 0.7246376811594203, 0.6666666666666666]
  mean: 0.6740693379, std: 0.0652403006
F1 Score: [0.6260594450249622, 0.5474358974358975, 0.6329485329485329, 0.5918239975035107, 0.5308579749103943, 0.6630545639979603, 0.6473017422106557, 0.6162060076617378, 0.6506506506506506, 0.6564935064935065, 0.6670527670527671, 0.6435185185185185, 0.5723739495798319, 0.6480327363627024, 0.6122197922361947]
  mean: 0.6204020055, std: 0.0408036743
Accuracy Intime: [0.75, 1.0, 0.9285714285714286, 0.7307692307692307, 1.0, 0.8214285714285714, 0.7142857142857143, 0.75, 0.7307692307692307, 0.7692307692307693, 0.9642857142857143, 1.0, 1.0, 0.6923076923076923, 1.0]
  mean: 0.8567765568, std: 0.1238555737
F1 In Time: [0.7134502923976609, 1.0, 0.9222222222222223, 0.7474358974358974, 1.0, 0.7891025641025642, 0.65, 0.6443850267379679, 0.7294685990338164, 0.6818181818181819, 0.9641025641025641, 1.0, 1.0, 0.6546822742474916, 1.0]
  mean: 0.8331111748, std: 0.1466447289
--------------------------------------------------
**************************************************
accuracy_cross_list: [0.6504546746234726, 0.6206592782040352, 0.661352657004831, 0.727536231884058, 0.6156862745098038, 0.5491474850809889, 0.6823529411764706, 0.5882352941176471, 0.5705882352941176, 0.5224637681159421, 0.7082125603864734, 0.6512929809605003, 0.5072890025575448, 0.5450980392156862, 0.6343137254901962, 0.6392156862745098, 0.6367291844273943, 0.6230321113952827, 0.46862745098039216, 0.6506820119352089, 0.7411764705882352, 0.5200198920147769, 0.5537510656436487, 0.6568627450980392, 0.7553850525717534, 0.5351236146632566, 0.6367291844273943, 0.39705882352941163, 0.6740693378800795]
f1_score_list: [0.6158650577959992, 0.5636951804769381, 0.6308831606504097, 0.6884514809945259, 0.5570943587491041, 0.4863255525619878, 0.6345018716622197, 0.5639695540362164, 0.55307830478216, 0.4989890331737957, 0.6759774350381836, 0.6163136943051113, 0.44833051794403517, 0.5062747424724287, 0.5794761916200077, 0.5989745068873528, 0.5914736283295776, 0.611287770890146, 0.4419936343035952, 0.6075680774524636, 0.7199506239186666, 0.46695846532600405, 0.48729670137205666, 0.6312017545685743, 0.7411269061681345, 0.5270371982567568, 0.5914736283295776, 0.32751065533878615, 0.6204020055058549]
accuracy_intime_list: [0.9802197802197802, 0.9205128205128205, 0.9736263736263736, 0.9512820512820513, 0.9587912087912087, 0.9305860805860805, 0.9875457875457876, 0.9653846153846154, 0.9672161172161171, 0.9708791208791209, 0.9681318681318681, 0.9804029304029304, 0.8664835164835164, 0.9527472527472528, 0.9463369963369963, 0.9857142857142858, 0.9826007326007326, 0.9877289377289377, 0.9487179487179488, 0.8820512820512821, 0.9694139194139194, 0.9556776556776556, 0.9705128205128205, 0.987912087912088, 0.9853479853479854, 0.9344322344322344, 0.9826007326007326, 0.9463369963369963, 0.8567765567765567]
f1_in_time_list: [0.9816978446390211, 0.9216728532905004, 0.9743553831789125, 0.9510674888693464, 0.9527157153705141, 0.9249706230588584, 0.9875343175343175, 0.9663040091716564, 0.9629462258874024, 0.9703785103785104, 0.9674216388186976, 0.979665628489158, 0.852886805030768, 0.9560549095727114, 0.9433412934960923, 0.9864021164021165, 0.9802816627816628, 0.9887951563686859, 0.9447393075334252, 0.8740444381040358, 0.9666761996173762, 0.9558115413997769, 0.9693146831382126, 0.9877270441976325, 0.9837215450528144, 0.9341735821224986, 0.9802816627816628, 0.9460364091246444, 0.8331111748065577]
**************************************************
Mean Accuracy: 0.6111429579
Mean F1: 0.5718441963
Std Accuracy: 0.0818908503
Std F1: 0.0883233941
Mean Accuracy (Intime): 0.9550334723
Std Accuracy (Intime): 0.0345394188
Mean F1 (Intime): 0.9525561990
Std F1 (Intime): 0.0387006950
ACC: 61.11±8.19
F1: 57.18±8.83
Intime: 95.50±3.45
F1 (Intime): 95.26±3.87
