Learning Rate: 0.0001

Subject Number: 1
Accuracy Cross: [0.8571428571428571, 0.75, 0.8333333333333334, 0.9285714285714286, 0.7857142857142857, 0.9404761904761905, 0.9642857142857143, 0.9523809523809523, 0.9404761904761905, 0.9642857142857143, 1.0, 0.9880952380952381, 1.0, 0.8809523809523809, 0.9880952380952381]
  mean: 0.9182539683, std: 0.0765204495
F1 Score: [0.8541666666666667, 0.7333333333333334, 0.8285714285714285, 0.928409090909091, 0.7754010695187166, 0.9402645427392974, 0.9642401021711366, 0.9522727272727273, 0.9402645427392974, 0.9642401021711366, 1.0, 0.9880935506732813, 1.0, 0.8792409430707303, 0.9880935506732813]
  mean: 0.9157727767, std: 0.0807304766
Accuracy Intime: [1.0, 1.0, 1.0, 0.9705882352941176, 1.0, 1.0, 1.0, 1.0, 0.9705882352941176, 0.96875, 1.0, 1.0, 1.0, 0.9705882352941176, 0.96875]
  mean: 0.9899509804, std: 0.0142209676
F1 In Time: [1.0, 1.0, 1.0, 0.970357454228422, 1.0, 1.0, 1.0, 1.0, 0.970357454228422, 0.9687194525904204, 1.0, 1.0, 1.0, 0.970357454228422, 0.9687194525904204]
  mean: 0.9899007512, std: 0.0142900069
--------------------------------------------------
Subject Number: 2
Accuracy Cross: [0.9285714285714286, 0.9166666666666666, 0.9285714285714286, 0.9642857142857143, 0.8571428571428571, 0.9523809523809523, 0.9166666666666666, 0.9047619047619048, 0.8928571428571429, 0.9285714285714286, 1.0, 0.9761904761904762, 0.9880952380952381, 0.9880952380952381, 0.9523809523809523]
  mean: 0.9396825397, std: 0.0385063793
F1 Score: [0.9282051282051282, 0.916083916083916, 0.9282051282051282, 0.9642401021711366, 0.8541666666666667, 0.9522727272727273, 0.916083916083916, 0.9038901601830663, 0.8916129032258064, 0.9282051282051282, 1.0, 0.9761769710720363, 0.9880935506732813, 0.9880935506732813, 0.9522727272727273]
  mean: 0.9391735051, std: 0.0391469336
Accuracy Intime: [1.0, 1.0, 0.9705882352941176, 0.9705882352941176, 1.0, 1.0, 1.0, 1.0, 0.9705882352941176, 0.90625, 1.0, 1.0, 1.0, 0.9705882352941176, 0.9375]
  mean: 0.9817401961, std: 0.0272692911
F1 In Time: [1.0, 1.0, 0.970357454228422, 0.970357454228422, 1.0, 1.0, 1.0, 1.0, 0.9705627705627706, 0.9054187192118226, 1.0, 1.0, 1.0, 0.970357454228422, 0.9372549019607843]
  mean: 0.9816205836, std: 0.0274689083
--------------------------------------------------
Subject Number: 3
Accuracy Cross: [0.5833333333333334, 0.5238095238095238, 0.6071428571428571, 0.6309523809523809, 0.5357142857142857, 0.9642857142857143, 0.9523809523809523, 0.9047619047619048, 0.9642857142857143, 0.9523809523809523, 0.7976190476190477, 0.8690476190476191, 0.7857142857142857, 0.7857142857142857, 0.7976190476190477]
  mean: 0.7769841270, std: 0.1565203318
F1 Score: [0.4957983193277311, 0.3841642228739003, 0.5354449472096531, 0.5727645611156686, 0.408130081300813, 0.9642401021711366, 0.9523539421440725, 0.9038901601830663, 0.9642401021711366, 0.9522727272727273, 0.7889759125166248, 0.86676279740447, 0.7754010695187166, 0.7754010695187166, 0.7889759125166248]
  mean: 0.7419210618, std: 0.2011798541
Accuracy Intime: [0.9411764705882353, 1.0, 0.9705882352941176, 0.9411764705882353, 0.9375, 0.9705882352941176, 1.0, 0.8235294117647058, 1.0, 1.0, 0.9705882352941176, 0.9705882352941176, 0.9705882352941176, 0.8823529411764706, 1.0]
  mean: 0.9585784314, std: 0.0478876661
F1 In Time: [0.9409722222222222, 1.0, 0.970357454228422, 0.9403508771929825, 0.9372549019607843, 0.9705627705627706, 1.0, 0.8131868131868132, 1.0, 1.0, 0.970357454228422, 0.9705627705627706, 0.970357454228422, 0.8785714285714286, 1.0]
  mean: 0.9575022765, std: 0.0502670226
--------------------------------------------------
Subject Number: 4
Accuracy Cross: [0.9523809523809523, 0.9166666666666666, 0.9285714285714286, 0.9166666666666666, 0.9047619047619048, 0.8690476190476191, 0.9642857142857143, 0.9404761904761905, 0.9047619047619048, 0.8571428571428571, 0.8571428571428571, 0.8690476190476191, 0.7261904761904762, 0.7976190476190477, 0.8214285714285714]
  mean: 0.8817460317, std: 0.0618538659
F1 Score: [0.9522727272727273, 0.916083916083916, 0.9282051282051282, 0.916083916083916, 0.9038901601830663, 0.869029057406095, 0.9642401021711366, 0.9402645427392974, 0.9047078842881452, 0.8571428571428571, 0.8541666666666667, 0.86676279740447, 0.7039987743220468, 0.7889759125166248, 0.8155467720685112]
  mean: 0.8787580810, std: 0.0668026462
Accuracy Intime: [1.0, 1.0, 1.0, 0.9705882352941176, 0.9375, 0.9411764705882353, 1.0, 1.0, 0.9411764705882353, 0.9375, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9818627451, std: 0.0266627917
F1 In Time: [1.0, 1.0, 1.0, 0.970357454228422, 0.9372549019607843, 0.9411764705882353, 1.0, 1.0, 0.9403508771929825, 0.9372549019607843, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9817596404, std: 0.0268081329
--------------------------------------------------
Subject Number: 5
Accuracy Cross: [0.8095238095238095, 0.7857142857142857, 0.8333333333333334, 0.8333333333333334, 0.8214285714285714, 0.9404761904761905, 0.9880952380952381, 0.9761904761904762, 0.9880952380952381, 0.9761904761904762, 0.8452380952380952, 0.8571428571428571, 0.8690476190476191, 0.8452380952380952, 0.8095238095238095]
  mean: 0.8785714286, std: 0.0707908036
F1 Score: [0.8085470085470086, 0.7776470588235294, 0.8298611111111112, 0.8298611111111112, 0.8155467720685112, 0.9402645427392974, 0.9880935506732813, 0.9761769710720363, 0.9880935506732813, 0.9761769710720363, 0.8450404427415921, 0.8570618264322178, 0.8685819940264543, 0.8434408602150538, 0.8023529411764705]
  mean: 0.8764497808, std: 0.0727182840
Accuracy Intime: [1.0, 0.9705882352941176, 0.9705882352941176, 1.0, 1.0, 1.0, 0.9705882352941176, 1.0, 1.0, 1.0, 0.9705882352941176, 0.9705882352941176, 0.9705882352941176, 1.0, 1.0]
  mean: 0.9882352941, std: 0.0144087632
F1 In Time: [1.0, 0.9705627705627706, 0.970357454228422, 1.0, 1.0, 1.0, 0.970357454228422, 1.0, 1.0, 1.0, 0.9705627705627706, 0.970357454228422, 0.970357454228422, 1.0, 1.0]
  mean: 0.9881703572, std: 0.0144884237
--------------------------------------------------
Subject Number: 6
Accuracy Cross: [0.9523809523809523, 0.8690476190476191, 0.8809523809523809, 0.9404761904761905, 0.8571428571428571, 0.9523809523809523, 0.9642857142857143, 0.9047619047619048, 0.8571428571428571, 0.9761904761904762, 0.8214285714285714, 0.8452380952380952, 0.7976190476190477, 0.8214285714285714, 0.8809523809523809]
  mean: 0.8880952381, std: 0.0554647784
F1 Score: [0.9522727272727273, 0.86676279740447, 0.8792409430707303, 0.9402645427392974, 0.8541666666666667, 0.9523809523809523, 0.9642806520198441, 0.9038901601830663, 0.8541666666666667, 0.9761769710720363, 0.8155467720685112, 0.8414403949470016, 0.7889759125166248, 0.8155467720685112, 0.879862700228833]
  mean: 0.8856650421, std: 0.0578088559
Accuracy Intime: [0.9411764705882353, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9705882352941176, 0.96875, 1.0, 0.9705882352941176, 1.0, 1.0, 1.0]
  mean: 0.9900735294, std: 0.0176802180
F1 In Time: [0.9411764705882353, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9705627705627706, 0.9687194525904204, 1.0, 0.970357454228422, 1.0, 1.0, 1.0]
  mean: 0.9900544099, std: 0.0177015815
--------------------------------------------------
Subject Number: 7
Accuracy Cross: [0.6309523809523809, 0.9285714285714286, 0.8571428571428571, 0.9166666666666666, 0.8333333333333334, 0.9523809523809523, 0.9642857142857143, 0.9642857142857143, 0.9523809523809523, 0.9166666666666666, 0.8928571428571429, 0.8214285714285714, 0.9285714285714286, 0.9047619047619048, 0.9166666666666666]
  mean: 0.8920634921, std: 0.0817267661
F1 Score: [0.5727645611156686, 0.9285309132161089, 0.8550891316848763, 0.916083916083916, 0.8285714285714285, 0.9522727272727273, 0.9642401021711366, 0.9642401021711366, 0.9522727272727273, 0.916083916083916, 0.8924761769307352, 0.8155467720685112, 0.9285309132161089, 0.9038901601830663, 0.9163703598350164]
  mean: 0.8871309272, std: 0.0948872347
Accuracy Intime: [1.0, 1.0, 0.9411764705882353, 1.0, 1.0, 0.8235294117647058, 0.9411764705882353, 1.0, 0.9705882352941176, 0.9375, 1.0, 0.9705882352941176, 1.0, 0.9705882352941176, 0.90625]
  mean: 0.9640931373, std: 0.0476187709
F1 In Time: [1.0, 1.0, 0.9411764705882353, 1.0, 1.0, 0.8229166666666667, 0.9409722222222222, 1.0, 0.970357454228422, 0.9372549019607843, 1.0, 0.970357454228422, 1.0, 0.9705627705627706, 0.9054187192118226]
  mean: 0.9639344440, std: 0.0478181316
--------------------------------------------------
Subject Number: 8
Accuracy Cross: [0.9761904761904762, 0.9761904761904762, 0.9880952380952381, 0.9880952380952381, 0.9642857142857143, 0.9880952380952381, 1.0, 0.9523809523809523, 0.9880952380952381, 1.0, 0.9642857142857143, 0.9523809523809523, 0.9642857142857143, 0.9404761904761905, 0.9642857142857143]
  mean: 0.9738095238, std: 0.0174963553
F1 Score: [0.9761769710720363, 0.9761904761904762, 0.9880935506732813, 0.9880935506732813, 0.9642401021711366, 0.9880935506732813, 1.0, 0.9522727272727273, 0.9880935506732813, 1.0, 0.9642401021711366, 0.9522727272727273, 0.9642401021711366, 0.9402645427392974, 0.9642401021711366]
  mean: 0.9737674704, std: 0.0175470630
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9705882352941176, 1.0, 1.0, 1.0, 1.0, 0.9705882352941176, 1.0, 1.0, 1.0]
  mean: 0.9960784314, std: 0.0099980775
F1 In Time: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9705627705627706, 1.0, 1.0, 1.0, 1.0, 0.9705627705627706, 1.0, 1.0, 1.0]
  mean: 0.9960750361, std: 0.0100067338
--------------------------------------------------
Subject Number: 9
Accuracy Cross: [0.9761904761904762, 1.0, 1.0, 0.9047619047619048, 0.9880952380952381, 0.8809523809523809, 0.8928571428571429, 0.9404761904761905, 0.8690476190476191, 0.8928571428571429, 0.9047619047619048, 0.9285714285714286, 0.9047619047619048, 0.9523809523809523, 0.9523809523809523]
  mean: 0.9325396825, std: 0.0425177627
F1 Score: [0.9761769710720363, 1.0, 1.0, 0.9038901601830663, 0.9880935506732813, 0.8792409430707303, 0.8921078921078921, 0.9404677533664068, 0.8675268817204301, 0.89272030651341, 0.9038901601830663, 0.9282051282051282, 0.9038901601830663, 0.9522727272727273, 0.9522727272727273]
  mean: 0.9320503575, std: 0.0429722305
Accuracy Intime: [0.9705882352941176, 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: 0.9960784314, std: 0.0099980775
F1 In Time: [0.9705627705627706, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9705627705627706, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9960750361, std: 0.0100067338
--------------------------------------------------
Subject Number: 10
Accuracy Cross: [0.9404761904761905, 0.9642857142857143, 0.9523809523809523, 0.9761904761904762, 0.8690476190476191, 0.9761904761904762, 0.9880952380952381, 1.0, 0.9404761904761905, 0.9761904761904762, 0.8571428571428571, 0.7738095238095238, 0.8571428571428571, 0.8333333333333334, 0.8452380952380952]
  mean: 0.9166666667, std: 0.0679023798
F1 Score: [0.9404677533664068, 0.9642806520198441, 0.9523809523809523, 0.9761769710720363, 0.8681318681318682, 0.9761904761904762, 0.9880935506732813, 1.0, 0.9402645427392974, 0.9761769710720363, 0.8571428571428571, 0.7663592446201142, 0.8541666666666667, 0.8309373202990225, 0.8450404427415921]
  mean: 0.9157206846, std: 0.0693791176
Accuracy Intime: [0.9705882352941176, 1.0, 0.9705882352941176, 1.0, 1.0, 1.0, 1.0, 0.9411764705882353, 1.0, 1.0, 1.0, 1.0, 0.9411764705882353, 0.9705882352941176, 1.0]
  mean: 0.9862745098, std: 0.0211182934
F1 In Time: [0.9705627705627706, 1.0, 0.970357454228422, 1.0, 1.0, 1.0, 1.0, 0.9403508771929825, 1.0, 1.0, 1.0, 1.0, 0.9403508771929825, 0.970357454228422, 1.0]
  mean: 0.9861319622, std: 0.0213777301
--------------------------------------------------
Subject Number: 11
Accuracy Cross: [0.9404761904761905, 0.8928571428571429, 0.9404761904761905, 0.9285714285714286, 0.8928571428571429, 0.9523809523809523, 0.9642857142857143, 0.9523809523809523, 0.9523809523809523, 0.9523809523809523, 0.9880952380952381, 0.9880952380952381, 0.9880952380952381, 0.9880952380952381, 0.9761904761904762]
  mean: 0.9531746032, std: 0.0302629777
F1 Score: [0.9402645427392974, 0.8916129032258064, 0.9402645427392974, 0.9282051282051282, 0.8916129032258064, 0.9522727272727273, 0.9642401021711366, 0.9522727272727273, 0.9522727272727273, 0.9522727272727273, 0.9880935506732813, 0.9880935506732813, 0.9880935506732813, 0.9880935506732813, 0.9761904761904762]
  mean: 0.9529237140, std: 0.0306249532
Accuracy Intime: [0.9705882352941176, 0.9705882352941176, 1.0, 1.0, 1.0, 1.0, 0.9705882352941176, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9941176471, std: 0.0117647059
F1 In Time: [0.9705627705627706, 0.9705627705627706, 1.0, 1.0, 1.0, 1.0, 0.9705627705627706, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9941125541, std: 0.0117748918
--------------------------------------------------
Subject Number: 12
Accuracy Cross: [0.9404761904761905, 0.9880952380952381, 0.9880952380952381, 0.9761904761904762, 0.9166666666666666, 0.9166666666666666, 0.9880952380952381, 0.8928571428571429, 0.8928571428571429, 0.8571428571428571, 0.8809523809523809, 0.9166666666666666, 0.9404761904761905, 0.8571428571428571, 0.8809523809523809]
  mean: 0.9222222222, std: 0.0449377386
F1 Score: [0.9402645427392974, 0.9880935506732813, 0.9880935506732813, 0.9761769710720363, 0.916083916083916, 0.916083916083916, 0.9880935506732813, 0.8916129032258064, 0.8916129032258064, 0.8541666666666667, 0.8806818181818181, 0.9165602383993188, 0.9404677533664068, 0.8564102564102565, 0.879862700228833]
  mean: 0.9216176825, std: 0.0454936901
Accuracy Intime: [0.9411764705882353, 1.0, 1.0, 1.0, 0.90625, 0.9705882352941176, 1.0, 0.9705882352941176, 1.0, 0.875, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9775735294, std: 0.0383494243
F1 In Time: [0.9411764705882353, 1.0, 1.0, 1.0, 0.9054187192118226, 0.9705627705627706, 1.0, 0.9705627705627706, 1.0, 0.873015873015873, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9773824403, std: 0.0388077188
--------------------------------------------------
Subject Number: 13
Accuracy Cross: [0.9523809523809523, 0.9523809523809523, 0.8809523809523809, 0.9404761904761905, 0.9285714285714286, 0.9642857142857143, 0.9761904761904762, 0.9642857142857143, 0.9523809523809523, 0.9880952380952381, 0.9761904761904762, 0.9761904761904762, 0.9761904761904762, 0.9880952380952381, 1.0]
  mean: 0.9611111111, std: 0.0283278862
F1 Score: [0.9523539421440725, 0.9522727272727273, 0.879862700228833, 0.9402645427392974, 0.928409090909091, 0.9642401021711366, 0.9761904761904762, 0.9642401021711366, 0.9522727272727273, 0.9880935506732813, 0.9761769710720363, 0.9761769710720363, 0.9761769710720363, 0.9880935506732813, 1.0]
  mean: 0.9609882950, std: 0.0285591319
Accuracy Intime: [0.9705882352941176, 1.0, 0.9411764705882353, 1.0, 1.0, 0.9705882352941176, 0.9705882352941176, 1.0, 0.9705882352941176, 1.0, 0.9411764705882353, 1.0, 1.0, 0.9705882352941176, 1.0]
  mean: 0.9823529412, std: 0.0209354476
F1 In Time: [0.9705627705627706, 1.0, 0.9409722222222222, 1.0, 1.0, 0.9705627705627706, 0.9705627705627706, 1.0, 0.9705627705627706, 1.0, 0.9411764705882353, 1.0, 1.0, 0.9705627705627706, 1.0]
  mean: 0.9823308364, std: 0.0209670351
--------------------------------------------------
Subject Number: 14
Accuracy Cross: [0.8928571428571429, 0.9166666666666666, 0.9166666666666666, 0.8928571428571429, 0.9047619047619048, 0.9761904761904762, 0.9880952380952381, 0.9761904761904762, 0.9642857142857143, 0.9761904761904762, 0.5952380952380952, 0.7380952380952381, 0.5833333333333334, 0.5833333333333334, 0.5238095238095238]
  mean: 0.8285714286, std: 0.1662580024
F1 Score: [0.8916129032258064, 0.916083916083916, 0.9165602383993188, 0.8924761769307352, 0.9042735042735043, 0.9761769710720363, 0.9880935506732813, 0.9761769710720363, 0.9642401021711366, 0.9761769710720363, 0.5159322033898305, 0.71880706025563, 0.4957983193277311, 0.4957983193277311, 0.3841642228739003]
  mean: 0.8008247620, std: 0.2090648684
Accuracy Intime: [0.9705882352941176, 1.0, 0.9705882352941176, 1.0, 0.90625, 1.0, 1.0, 1.0, 1.0, 0.90625, 1.0, 0.9411764705882353, 1.0, 1.0, 1.0]
  mean: 0.9796568627, std: 0.0332272859
F1 In Time: [0.9705627705627706, 1.0, 0.9705627705627706, 1.0, 0.9054187192118226, 1.0, 1.0, 1.0, 1.0, 0.9054187192118226, 1.0, 0.9403508771929825, 1.0, 1.0, 1.0]
  mean: 0.9794875904, std: 0.0335370163
--------------------------------------------------
**************************************************
accuracy_cross_list: [0.9182539682539683, 0.9396825396825397, 0.7769841269841271, 0.8817460317460317, 0.8785714285714286, 0.888095238095238, 0.892063492063492, 0.9738095238095237, 0.9325396825396826, 0.9166666666666666, 0.953174603174603, 0.9222222222222223, 0.9611111111111111, 0.8285714285714286]
f1_score_list: [0.915772776700675, 0.939173505066263, 0.7419210618163372, 0.878758080970307, 0.8764497808321996, 0.8856650420870625, 0.8871309271918053, 0.9737674703949959, 0.9320503574549314, 0.9157206846077635, 0.9529237140187321, 0.9216176825135948, 0.9609882950441445, 0.8008247620099086]
accuracy_intime_list: [0.9899509803921569, 0.9817401960784314, 0.9585784313725491, 0.9818627450980393, 0.9882352941176471, 0.9900735294117647, 0.964093137254902, 0.996078431372549, 0.996078431372549, 0.9862745098039216, 0.9941176470588236, 0.9775735294117648, 0.9823529411764707, 0.9796568627450981]
f1_in_time_list: [0.9899007511910738, 0.9816205836280428, 0.9575022764630025, 0.9817596403954139, 0.9881703572026151, 0.9900544098646565, 0.9639344439779564, 0.996075036075036, 0.996075036075036, 0.9861319622270386, 0.9941125541125542, 0.9773824402627649, 0.982330836374954, 0.979487590449478]
**************************************************
Mean Accuracy: 0.9045351474
Mean F1: 0.8987688672
Std Accuracy: 0.0511945880
Std F1: 0.0607498147
Mean Accuracy (Intime): 0.9833333333
Std Accuracy (Intime): 0.0106851823
Mean F1 (Intime): 0.9831812799
Std F1 (Intime): 0.0108899730
ACC: 90.45±5.12
F1: 89.88±6.07
Intime: 98.33±1.07
F1 (Intime): 98.32±1.09
