Learning Rate: 0.001

Subject Number: 1
Accuracy Cross: [0.9404761904761905, 0.9404761904761905, 0.9404761904761905, 0.7857142857142857, 0.9642857142857143, 0.9880952380952381, 0.9404761904761905, 0.9642857142857143, 0.5119047619047619, 0.9761904761904762, 0.9880952380952381, 0.7976190476190477, 0.7142857142857143, 0.5119047619047619, 0.9523809523809523]
  mean: 0.8611111111, std: 0.1582134447
F1 Score: [0.9404001702852277, 0.9404001702852277, 0.9404001702852277, 0.7754010695187166, 0.9642806520198441, 0.9880935506732813, 0.9402645427392974, 0.9642806520198441, 0.3592558139534884, 0.9761769710720363, 0.9880935506732813, 0.7889759125166248, 0.6888888888888889, 0.3592558139534884, 0.9523539421440725]
  mean: 0.8377681247, std: 0.2062332289
Accuracy Intime: [1.0, 0.9411764705882353, 1.0, 0.9705882352941176, 1.0, 1.0, 0.9705882352941176, 0.9705882352941176, 0.9411764705882353, 0.90625, 0.9705882352941176, 0.9705882352941176, 1.0, 1.0, 0.9375]
  mean: 0.9719362745, std: 0.0284340136
F1 In Time: [1.0, 0.9411764705882353, 1.0, 0.970357454228422, 1.0, 1.0, 0.970357454228422, 0.970357454228422, 0.9403508771929825, 0.906158357771261, 0.9705627705627706, 0.970357454228422, 1.0, 1.0, 0.9372549019607843]
  mean: 0.9717955463, std: 0.0285310720
--------------------------------------------------
Subject Number: 2
Accuracy Cross: [0.7380952380952381, 0.9166666666666666, 0.8214285714285714, 0.7261904761904762, 0.8928571428571429, 0.9642857142857143, 0.9761904761904762, 0.9642857142857143, 0.8809523809523809, 0.8571428571428571, 0.7380952380952381, 0.9642857142857143, 0.9166666666666666, 0.9761904761904762, 0.8809523809523809]
  mean: 0.8809523810, std: 0.0858464589
F1 Score: [0.71880706025563, 0.916083916083916, 0.8155467720685112, 0.7039987743220468, 0.8916129032258064, 0.9642401021711366, 0.9761769710720363, 0.9642806520198441, 0.8792409430707303, 0.8541666666666667, 0.7379466817923993, 0.9642401021711366, 0.916083916083916, 0.9761769710720363, 0.8808848553601816]
  mean: 0.8772991525, std: 0.0910630754
Accuracy Intime: [1.0, 0.9705882352941176, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.96875, 1.0, 1.0, 1.0, 1.0, 0.9375]
  mean: 0.9917892157, std: 0.0177700304
F1 In Time: [1.0, 0.9705627705627706, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9687194525904204, 1.0, 1.0, 1.0, 1.0, 0.9375]
  mean: 0.9917854815, std: 0.0177746982
--------------------------------------------------
Subject Number: 3
Accuracy Cross: [0.6666666666666666, 0.7380952380952381, 0.9404761904761905, 0.9047619047619048, 0.9761904761904762, 0.9166666666666666, 0.8809523809523809, 0.8928571428571429, 0.7619047619047619, 0.6904761904761905, 0.6071428571428571, 0.7857142857142857, 0.8095238095238095, 0.6904761904761905, 0.6666666666666666]
  mean: 0.7952380952, std: 0.1132893072
F1 Score: [0.625, 0.71880706025563, 0.9402645427392974, 0.9038901601830663, 0.9761769710720363, 0.9166548547129695, 0.879862700228833, 0.8916129032258064, 0.7475961538461539, 0.662962962962963, 0.6002883922134102, 0.7776470588235294, 0.8085470085470086, 0.6876430205949657, 0.6466346153846154]
  mean: 0.7855725603, std: 0.1216847750
Accuracy Intime: [1.0, 1.0, 0.7058823529411765, 0.8235294117647058, 0.875, 0.9705882352941176, 0.9411764705882353, 0.8823529411764706, 0.9117647058823529, 0.75, 0.9705882352941176, 0.8823529411764706, 1.0, 0.9411764705882353, 1.0]
  mean: 0.9102941176, std: 0.0891375439
F1 In Time: [1.0, 1.0, 0.6964285714285714, 0.8131868131868132, 0.873015873015873, 0.9705627705627706, 0.9411764705882353, 0.8819444444444444, 0.9098143236074271, 0.7408906882591093, 0.9705627705627706, 0.8819444444444444, 1.0, 0.9409722222222222, 1.0]
  mean: 0.9080332928, std: 0.0924245733
--------------------------------------------------
Subject Number: 4
Accuracy Cross: [0.9047619047619048, 0.8571428571428571, 0.9404761904761905, 0.8452380952380952, 0.8928571428571429, 0.9761904761904762, 0.9642857142857143, 0.8928571428571429, 0.8690476190476191, 0.9166666666666666, 0.7023809523809523, 0.8452380952380952, 0.8571428571428571, 0.9047619047619048, 0.6547619047619048]
  mean: 0.8682539683, std: 0.0843438355
F1 Score: [0.9038901601830663, 0.8568181818181818, 0.9402645427392974, 0.8414403949470016, 0.8916129032258064, 0.9761769710720363, 0.9642401021711366, 0.8916129032258064, 0.86676279740447, 0.916083916083916, 0.6734566941377702, 0.8425378514780101, 0.8550891316848763, 0.9042735042735043, 0.6080450522928399]
  mean: 0.8621536738, std: 0.0961857987
Accuracy Intime: [1.0, 1.0, 0.9411764705882353, 0.9411764705882353, 1.0, 1.0, 0.9411764705882353, 1.0, 0.9117647058823529, 0.96875, 1.0, 0.9705882352941176, 1.0, 1.0, 1.0]
  mean: 0.9783088235, std: 0.0293826449
F1 In Time: [1.0, 1.0, 0.9403508771929825, 0.9403508771929825, 1.0, 1.0, 0.9403508771929825, 1.0, 0.9098143236074271, 0.9687194525904204, 1.0, 0.970357454228422, 1.0, 1.0, 1.0]
  mean: 0.9779962575, std: 0.0298911276
--------------------------------------------------
Subject Number: 5
Accuracy Cross: [0.7261904761904762, 0.8214285714285714, 0.6309523809523809, 0.7976190476190477, 0.8452380952380952, 0.8452380952380952, 0.7738095238095238, 0.8571428571428571, 0.7857142857142857, 0.9523809523809523, 0.5714285714285714, 0.5595238095238095, 0.6904761904761905, 0.6428571428571429, 0.6547619047619048]
  mean: 0.7436507937, std: 0.1114111595
F1 Score: [0.7039987743220468, 0.8170466095542326, 0.5810136765888978, 0.7909530083443127, 0.8446878111221732, 0.8414403949470016, 0.7663592446201142, 0.8550891316848763, 0.7776470588235294, 0.9522727272727273, 0.475, 0.4900738310090238, 0.662962962962963, 0.5906432748538011, 0.6361463778939507]
  mean: 0.7190223256, std: 0.1370856201
Accuracy Intime: [0.8823529411764706, 1.0, 0.9705882352941176, 1.0, 1.0, 0.9705882352941176, 0.8823529411764706, 1.0, 0.9411764705882353, 1.0, 0.8823529411764706, 0.9411764705882353, 0.8529411764705882, 0.9117647058823529, 1.0]
  mean: 0.9490196078, std: 0.0520254869
F1 In Time: [0.880701754385965, 1.0, 0.970357454228422, 1.0, 1.0, 0.9705627705627706, 0.8819444444444444, 1.0, 0.9411764705882353, 1.0, 0.8823529411764706, 0.9411764705882353, 0.8464317976513098, 0.9098143236074271, 1.0]
  mean: 0.9483012285, std: 0.0531042162
--------------------------------------------------
Subject Number: 6
Accuracy Cross: [0.5476190476190477, 0.7619047619047619, 0.8928571428571429, 0.7738095238095238, 0.7619047619047619, 0.7619047619047619, 0.7023809523809523, 0.6785714285714286, 0.8571428571428571, 0.8690476190476191, 0.6904761904761905, 0.6190476190476191, 0.8214285714285714, 0.7023809523809523, 0.7142857142857143]
  mean: 0.7436507937, std: 0.0909622145
F1 Score: [0.43121881682109764, 0.7475961538461539, 0.8916129032258064, 0.761613144137416, 0.7475961538461539, 0.7606837606837606, 0.6734566941377702, 0.6415362731152205, 0.8558352402745995, 0.8681318681318682, 0.6576802507836991, 0.5961538461538461, 0.8201798201798203, 0.6925779534475187, 0.6888888888888889]
  mean: 0.7223174512, std: 0.1147081819
Accuracy Intime: [1.0, 0.9705882352941176, 1.0, 1.0, 1.0, 0.5588235294117647, 0.8529411764705882, 0.9117647058823529, 1.0, 1.0, 0.9117647058823529, 0.8529411764705882, 0.8823529411764706, 1.0, 1.0]
  mean: 0.9294117647, std: 0.1135563313
F1 In Time: [1.0, 0.9705627705627706, 1.0, 1.0, 1.0, 0.411764705882353, 0.8496905393457117, 0.9116883116883117, 1.0, 1.0, 0.9116883116883117, 0.8528138528138528, 0.8819444444444444, 1.0, 1.0]
  mean: 0.9193435291, std: 0.1467644453
--------------------------------------------------
Subject Number: 7
Accuracy Cross: [0.5238095238095238, 0.5238095238095238, 0.5, 0.5238095238095238, 0.5119047619047619, 0.7619047619047619, 0.8452380952380952, 0.9285714285714286, 0.8333333333333334, 0.8690476190476191, 0.7261904761904762, 0.8571428571428571, 0.9285714285714286, 0.7261904761904762, 0.7857142857142857]
  mean: 0.7230158730, std: 0.1570025027
F1 Score: [0.3841642228739003, 0.3841642228739003, 0.3333333333333333, 0.3841642228739003, 0.3592558139534884, 0.7475961538461539, 0.8425378514780101, 0.928409090909091, 0.8318077803203661, 0.86676279740447, 0.7114264376400299, 0.8558352402745995, 0.9285309132161089, 0.7079365079365079, 0.7795918367346939]
  mean: 0.6697010950, std: 0.2219629225
Accuracy Intime: [0.9117647058823529, 0.7647058823529411, 0.9411764705882353, 1.0, 1.0, 0.9411764705882353, 0.7647058823529411, 0.9705882352941176, 0.9705882352941176, 1.0, 0.8823529411764706, 0.9411764705882353, 0.9411764705882353, 0.8823529411764706, 1.0]
  mean: 0.9274509804, std: 0.0743031189
F1 In Time: [0.9098143236074271, 0.7571428571428571, 0.9411764705882353, 1.0, 1.0, 0.9409722222222222, 0.7638888888888888, 0.970357454228422, 0.9705627705627706, 1.0, 0.8823529411764706, 0.9411764705882353, 0.9409722222222222, 0.8785714285714286, 1.0]
  mean: 0.9264658700, std: 0.0757066322
--------------------------------------------------
Subject Number: 8
Accuracy Cross: [0.9642857142857143, 0.9761904761904762, 0.9642857142857143, 0.9523809523809523, 0.9642857142857143, 0.9880952380952381, 1.0, 0.9880952380952381, 1.0, 1.0, 0.8333333333333334, 0.9404761904761905, 0.9642857142857143, 0.8809523809523809, 0.8690476190476191]
  mean: 0.9523809524, std: 0.0495634762
F1 Score: [0.9642401021711366, 0.9761769710720363, 0.9642401021711366, 0.9523539421440725, 0.9642806520198441, 0.9880935506732813, 1.0, 0.9880935506732813, 1.0, 1.0, 0.8309373202990225, 0.9404001702852277, 0.9642806520198441, 0.879862700228833, 0.8675268817204301]
  mean: 0.9520324397, std: 0.0502219205
Accuracy Intime: [1.0, 0.9705882352941176, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9705882352941176, 0.9705882352941176, 1.0, 1.0, 0.9705882352941176, 1.0, 1.0, 1.0]
  mean: 0.9921568627, std: 0.0130063717
F1 In Time: [1.0, 0.970357454228422, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9705627705627706, 0.970357454228422, 1.0, 1.0, 0.9705627705627706, 1.0, 1.0, 1.0]
  mean: 0.9921226966, std: 0.0130631374
--------------------------------------------------
Subject Number: 9
Accuracy Cross: [0.9880952380952381, 1.0, 1.0, 0.9285714285714286, 1.0, 0.7857142857142857, 0.8690476190476191, 0.8333333333333334, 0.8095238095238095, 0.9404761904761905, 0.9880952380952381, 0.8452380952380952, 0.8095238095238095, 0.9880952380952381, 1.0]
  mean: 0.9190476190, std: 0.0808823226
F1 Score: [0.9880935506732813, 1.0, 1.0, 0.9282051282051282, 1.0, 0.7852272727272727, 0.86676279740447, 0.8285714285714285, 0.8023529411764705, 0.9402645427392974, 0.9880935506732813, 0.8414403949470016, 0.8023529411764705, 0.9880935506732813, 1.0]
  mean: 0.9172972066, std: 0.0829011211
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9705882352941176, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9980392157, std: 0.0073365831
F1 In Time: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.970357454228422, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9980238303, std: 0.0073941500
--------------------------------------------------
Subject Number: 10
Accuracy Cross: [0.9523809523809523, 0.9285714285714286, 0.9166666666666666, 0.9047619047619048, 0.8809523809523809, 0.9166666666666666, 0.9404761904761905, 0.9285714285714286, 0.9285714285714286, 0.7738095238095238, 0.6428571428571429, 0.8690476190476191, 0.9166666666666666, 0.7142857142857143, 0.6190476190476191]
  mean: 0.8555555556, std: 0.1079656823
F1 Score: [0.9523539421440725, 0.928409090909091, 0.9163703598350164, 0.9045454545454545, 0.879862700228833, 0.916083916083916, 0.9402645427392974, 0.9285309132161089, 0.9282051282051282, 0.761613144137416, 0.5906432748538011, 0.86676279740447, 0.9166548547129695, 0.6932440657334145, 0.5543766578249337]
  mean: 0.8451947228, std: 0.1267847195
Accuracy Intime: [0.9411764705882353, 0.9705882352941176, 0.9411764705882353, 1.0, 0.9375, 1.0, 1.0, 0.9411764705882353, 1.0, 0.96875, 0.9705882352941176, 1.0, 0.9411764705882353, 0.9705882352941176, 1.0]
  mean: 0.9721813725, std: 0.0254436084
F1 In Time: [0.9411764705882353, 0.9705627705627706, 0.9411764705882353, 1.0, 0.9372549019607843, 1.0, 1.0, 0.9403508771929825, 1.0, 0.9687194525904204, 0.9705627705627706, 1.0, 0.9403508771929825, 0.970357454228422, 1.0]
  mean: 0.9720341364, std: 0.0256024861
--------------------------------------------------
Subject Number: 11
Accuracy Cross: [0.8333333333333334, 0.9166666666666666, 0.9761904761904762, 0.8333333333333334, 0.8452380952380952, 0.9047619047619048, 0.9523809523809523, 0.9880952380952381, 0.9642857142857143, 0.8690476190476191, 0.9166666666666666, 0.5833333333333334, 0.7619047619047619, 0.8690476190476191, 0.8928571428571429]
  mean: 0.8738095238, std: 0.0979572153
F1 Score: [0.8285714285714285, 0.916083916083916, 0.9761769710720363, 0.8309373202990225, 0.8414403949470016, 0.9042735042735043, 0.9522727272727273, 0.9880935506732813, 0.9642401021711366, 0.86676279740447, 0.9163703598350164, 0.4957983193277311, 0.7475961538461539, 0.86676279740447, 0.89272030651341]
  mean: 0.8658733766, std: 0.1170946771
Accuracy Intime: [0.9117647058823529, 1.0, 0.9705882352941176, 1.0, 1.0, 0.9705882352941176, 1.0, 0.8823529411764706, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9823529412, std: 0.0352941176
F1 In Time: [0.9116883116883117, 1.0, 0.9705627705627706, 1.0, 1.0, 0.970357454228422, 1.0, 0.8819444444444444, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9823035321, std: 0.0353872150
--------------------------------------------------
Subject Number: 12
Accuracy Cross: [0.8571428571428571, 0.8333333333333334, 0.9880952380952381, 0.9880952380952381, 0.9047619047619048, 0.9761904761904762, 0.8690476190476191, 0.9047619047619048, 0.9523809523809523, 0.9285714285714286, 0.6666666666666666, 0.8928571428571429, 0.9166666666666666, 0.8928571428571429, 0.7142857142857143]
  mean: 0.8857142857, std: 0.0888534510
F1 Score: [0.8541666666666667, 0.8285714285714285, 0.9880935506732813, 0.9880935506732813, 0.9038901601830663, 0.9761904761904762, 0.86676279740447, 0.9042735042735043, 0.9522727272727273, 0.9282051282051282, 0.625, 0.89272030651341, 0.9166548547129695, 0.8916129032258064, 0.7128205128205127]
  mean: 0.8819552378, std: 0.0963924017
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.875, 0.9705882352941176, 1.0, 1.0, 1.0, 0.875, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9813725490, std: 0.0423558913
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.873015873015873, 0.970357454228422, 1.0, 1.0, 1.0, 0.8745098039215686, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9811922087, std: 0.0427749484
--------------------------------------------------
Subject Number: 13
Accuracy Cross: [0.8809523809523809, 0.8571428571428571, 0.5714285714285714, 0.8452380952380952, 0.6785714285714286, 0.8690476190476191, 0.8809523809523809, 0.6666666666666666, 0.9404761904761905, 0.9166666666666666, 0.8333333333333334, 0.9642857142857143, 0.8333333333333334, 0.8690476190476191, 0.9166666666666666]
  mean: 0.8349206349, std: 0.1066449335
F1 Score: [0.8792409430707303, 0.8541666666666667, 0.475, 0.8414403949470016, 0.6473332296687918, 0.8681318681318682, 0.8792409430707303, 0.625, 0.9402645427392974, 0.9166548547129695, 0.8285714285714285, 0.9642401021711366, 0.8318077803203661, 0.8681318681318682, 0.916083916083916]
  mean: 0.8223539026, std: 0.1301578592
Accuracy Intime: [0.9705882352941176, 0.9705882352941176, 0.9705882352941176, 1.0, 1.0, 1.0, 0.9705882352941176, 0.9705882352941176, 1.0, 1.0, 0.9411764705882353, 1.0, 1.0, 0.9705882352941176, 1.0]
  mean: 0.9843137255, std: 0.0181835657
F1 In Time: [0.9705627705627706, 0.9705627705627706, 0.970357454228422, 1.0, 1.0, 1.0, 0.9705627705627706, 0.970357454228422, 1.0, 1.0, 0.9411764705882353, 1.0, 1.0, 0.970357454228422, 1.0]
  mean: 0.9842624763, std: 0.0182224328
--------------------------------------------------
Subject Number: 14
Accuracy Cross: [0.8214285714285714, 0.8809523809523809, 0.8690476190476191, 0.9642857142857143, 0.8928571428571429, 0.9761904761904762, 0.9642857142857143, 0.8571428571428571, 0.8452380952380952, 0.8809523809523809, 0.6666666666666666, 0.5952380952380952, 0.6309523809523809, 0.5714285714285714, 0.5357142857142857]
  mean: 0.7968253968, std: 0.1477640524
F1 Score: [0.8207936282178923, 0.8808848553601816, 0.86676279740447, 0.9642401021711366, 0.8921078921078921, 0.9761769710720363, 0.9642401021711366, 0.8541666666666667, 0.8414403949470016, 0.8792409430707303, 0.6313479623824452, 0.5159322033898305, 0.5810136765888978, 0.475, 0.408130081300813]
  mean: 0.7700985518, std: 0.1859575032
Accuracy Intime: [0.9705882352941176, 0.9705882352941176, 1.0, 1.0, 0.90625, 1.0, 0.8235294117647058, 1.0, 1.0, 0.875, 0.9705882352941176, 0.9411764705882353, 1.0, 1.0, 1.0]
  mean: 0.9638480392, std: 0.0529193287
F1 In Time: [0.9705627705627706, 0.970357454228422, 1.0, 1.0, 0.9054187192118226, 1.0, 0.8229166666666667, 1.0, 1.0, 0.873015873015873, 0.9705627705627706, 0.9409722222222222, 1.0, 1.0, 1.0]
  mean: 0.9635870984, std: 0.0533145778
--------------------------------------------------
**************************************************
accuracy_cross_list: [0.8611111111111109, 0.880952380952381, 0.7952380952380953, 0.8682539682539683, 0.7436507936507936, 0.7436507936507936, 0.7230158730158731, 0.9523809523809523, 0.919047619047619, 0.8555555555555554, 0.8738095238095237, 0.8857142857142856, 0.834920634920635, 0.7968253968253969]
f1_score_list: [0.8377681247352363, 0.877299152495733, 0.7855725603193523, 0.8621536737825146, 0.7190223255999766, 0.7223174511782413, 0.6697010950445701, 0.952032439698543, 0.9172972065978254, 0.8451947228382615, 0.8658733766463537, 0.8819552378257819, 0.8223539025524516, 0.7700985517900754]
accuracy_intime_list: [0.971936274509804, 0.9917892156862745, 0.9102941176470588, 0.9783088235294118, 0.9490196078431373, 0.9294117647058824, 0.9274509803921569, 0.9921568627450981, 0.9980392156862745, 0.9721813725490196, 0.9823529411764705, 0.9813725490196078, 0.9843137254901961, 0.9638480392156864]
f1_in_time_list: [0.9717955463326481, 0.9917854815435461, 0.908033292821512, 0.9779962574670145, 0.9483012284822188, 0.9193435290950505, 0.9264658699866118, 0.9921226966388256, 0.9980238302818948, 0.9720341363645068, 0.9823035320615966, 0.981192208744391, 0.9842624763307876, 0.9635870984313698]
**************************************************
Mean Accuracy: 0.8381519274
Mean F1: 0.8234742729
Std Accuracy: 0.0662091962
Std F1: 0.0777784505
Mean Accuracy (Intime): 0.9666053922
Std Accuracy (Intime): 0.0262618187
Mean F1 (Intime): 0.9655176560
Std F1 (Intime): 0.0278164546
ACC: 83.82±6.62
F1: 82.35±7.78
Intime: 96.66±2.63
F1 (Intime): 96.55±2.78
