Learning Rate: 0.001

Subject Number: 1
Accuracy Cross: [0.9166666666666666, 0.8928571428571429, 0.9166666666666666, 0.8095238095238095, 0.9285714285714286, 0.8690476190476191, 0.9047619047619048, 0.9166666666666666, 0.8690476190476191, 0.8571428571428571, 0.9761904761904762, 0.8452380952380952, 0.9047619047619048, 0.6785714285714286, 0.8928571428571429]
  mean: 0.8785714286, std: 0.0656671098
F1 Score: [0.9165602383993188, 0.8916129032258064, 0.9165602383993188, 0.8055555555555556, 0.9282051282051282, 0.8675268817204301, 0.9038901601830663, 0.916083916083916, 0.86676279740447, 0.8541666666666667, 0.9761904761904762, 0.8414403949470016, 0.9038901601830663, 0.6763236763236764, 0.8916129032258064]
  mean: 0.8770921398, std: 0.0665066831
Accuracy Intime: [1.0, 0.9705882352941176, 1.0, 1.0, 0.96875, 1.0, 1.0, 0.9705882352941176, 0.9705882352941176, 0.9375, 0.9705882352941176, 1.0, 1.0, 0.9117647058823529, 0.96875]
  mean: 0.9779411765, std: 0.0255684367
F1 In Time: [1.0, 0.970357454228422, 1.0, 1.0, 0.9687194525904204, 1.0, 1.0, 0.9705627705627706, 0.970357454228422, 0.9372549019607843, 0.9705627705627706, 1.0, 1.0, 0.9098143236074271, 0.9687194525904204]
  mean: 0.9777565720, std: 0.0259438619
--------------------------------------------------
Subject Number: 2
Accuracy Cross: [0.9642857142857143, 0.9761904761904762, 0.9761904761904762, 0.9404761904761905, 0.7976190476190477, 0.9761904761904762, 0.9761904761904762, 0.9404761904761905, 0.9642857142857143, 0.9404761904761905, 0.9166666666666666, 0.9404761904761905, 0.9166666666666666, 0.9523809523809523, 0.6428571428571429]
  mean: 0.9214285714, std: 0.0860443381
F1 Score: [0.9642401021711366, 0.9761769710720363, 0.9761769710720363, 0.9404001702852277, 0.7926528241614637, 0.9761769710720363, 0.9761769710720363, 0.9402645427392974, 0.9642401021711366, 0.9402645427392974, 0.9166548547129695, 0.9404677533664068, 0.9166548547129695, 0.9523539421440725, 0.6326530612244898]
  mean: 0.9203703090, std: 0.0887118361
Accuracy Intime: [1.0, 1.0, 1.0, 0.9117647058823529, 1.0, 1.0, 1.0, 1.0, 0.9705882352941176, 1.0, 0.9705882352941176, 0.9705882352941176, 1.0, 0.9705882352941176, 1.0]
  mean: 0.9862745098, std: 0.0236922470
F1 In Time: [1.0, 1.0, 1.0, 0.9110723626852659, 1.0, 1.0, 1.0, 1.0, 0.9705627705627706, 1.0, 0.970357454228422, 0.970357454228422, 1.0, 0.970357454228422, 1.0]
  mean: 0.9861804997, std: 0.0238691403
--------------------------------------------------
Subject Number: 3
Accuracy Cross: [0.5833333333333334, 0.6666666666666666, 0.8452380952380952, 0.7976190476190477, 0.8571428571428571, 0.8452380952380952, 0.9523809523809523, 0.8571428571428571, 0.9642857142857143, 0.9523809523809523, 0.7261904761904762, 0.7976190476190477, 0.7619047619047619, 0.8214285714285714, 0.7619047619047619]
  mean: 0.8126984127, std: 0.1017112339
F1 Score: [0.4957983193277311, 0.625, 0.8425378514780101, 0.7926528241614637, 0.8541666666666667, 0.8434408602150538, 0.9523809523809523, 0.8550891316848763, 0.9642806520198441, 0.9522727272727273, 0.7039987743220468, 0.7926528241614637, 0.7569444444444444, 0.8183129055515501, 0.7475961538461539]
  mean: 0.7998083392, std: 0.1212389111
Accuracy Intime: [1.0, 1.0, 1.0, 0.9411764705882353, 1.0, 0.9705882352941176, 1.0, 0.9705882352941176, 0.9705882352941176, 0.96875, 0.8823529411764706, 1.0, 0.9411764705882353, 1.0, 0.9375]
  mean: 0.9721813725, std: 0.0332977210
F1 In Time: [1.0, 1.0, 1.0, 0.9409722222222222, 1.0, 0.9705627705627706, 1.0, 0.970357454228422, 0.9705627705627706, 0.9687194525904204, 0.880701754385965, 1.0, 0.9403508771929825, 1.0, 0.9372549019607843]
  mean: 0.9719654802, std: 0.0336774453
--------------------------------------------------
Subject Number: 4
Accuracy Cross: [0.7976190476190477, 0.9166666666666666, 0.9523809523809523, 0.9047619047619048, 0.9047619047619048, 0.8452380952380952, 0.8452380952380952, 0.8452380952380952, 0.8571428571428571, 0.8214285714285714, 0.7380952380952381, 0.8452380952380952, 0.8928571428571429, 0.8214285714285714, 0.8333333333333334]
  mean: 0.8547619048, std: 0.0514711758
F1 Score: [0.7909530083443127, 0.916083916083916, 0.9522727272727273, 0.9038901601830663, 0.9042735042735043, 0.8425378514780101, 0.8450404427415921, 0.8441558441558441, 0.8541666666666667, 0.8212005108556832, 0.71880706025563, 0.8450404427415921, 0.8921078921078921, 0.8155467720685112, 0.8285714285714285]
  mean: 0.8516432152, std: 0.0552203325
Accuracy Intime: [0.9705882352941176, 1.0, 1.0, 1.0, 1.0, 0.9705882352941176, 1.0, 0.9411764705882353, 1.0, 1.0, 0.9117647058823529, 0.9411764705882353, 0.9705882352941176, 0.9705882352941176, 1.0]
  mean: 0.9784313725, std: 0.0273105652
F1 In Time: [0.9705627705627706, 1.0, 1.0, 1.0, 1.0, 0.9705627705627706, 1.0, 0.9411764705882353, 1.0, 1.0, 0.9110723626852659, 0.9403508771929825, 0.970357454228422, 0.9705627705627706, 1.0]
  mean: 0.9783096984, std: 0.0275047200
--------------------------------------------------
Subject Number: 5
Accuracy Cross: [0.8452380952380952, 0.7976190476190477, 0.8095238095238095, 0.8095238095238095, 0.8928571428571429, 0.8214285714285714, 0.6428571428571429, 0.9761904761904762, 0.9285714285714286, 0.9047619047619048, 0.6904761904761905, 0.8571428571428571, 0.8690476190476191, 0.7142857142857143, 0.7738095238095238]
  mean: 0.8222222222, std: 0.0876400366
F1 Score: [0.8434408602150538, 0.7973605789697744, 0.8090909090909091, 0.8085470085470086, 0.8928419560595322, 0.8170466095542326, 0.5982142857142857, 0.9761769710720363, 0.928409090909091, 0.9045454545454545, 0.6576802507836991, 0.8571428571428571, 0.8685819940264543, 0.6932440657334145, 0.7663592446201142]
  mean: 0.8145788091, std: 0.0992298828
Accuracy Intime: [0.9705882352941176, 0.9705882352941176, 1.0, 1.0, 1.0, 0.9411764705882353, 0.9117647058823529, 1.0, 0.9705882352941176, 1.0, 1.0, 0.9705882352941176, 0.9705882352941176, 1.0, 0.96875]
  mean: 0.9783088235, std: 0.0251527198
F1 In Time: [0.970357454228422, 0.9705627705627706, 1.0, 1.0, 1.0, 0.9411764705882353, 0.9110723626852659, 1.0, 0.9705627705627706, 1.0, 1.0, 0.970357454228422, 0.970357454228422, 1.0, 0.9687194525904204]
  mean: 0.9782110793, std: 0.0252910939
--------------------------------------------------
Subject Number: 6
Accuracy Cross: [0.8809523809523809, 0.8928571428571429, 0.7976190476190477, 0.9404761904761905, 0.9285714285714286, 0.8452380952380952, 0.8571428571428571, 0.8928571428571429, 0.9404761904761905, 0.8571428571428571, 0.9285714285714286, 0.7380952380952381, 0.8928571428571429, 0.9404761904761905, 0.8690476190476191]
  mean: 0.8801587302, std: 0.0550658691
F1 Score: [0.8792409430707303, 0.8916129032258064, 0.7889759125166248, 0.9402645427392974, 0.928409090909091, 0.8414403949470016, 0.8541666666666667, 0.8916129032258064, 0.9402645427392974, 0.8541666666666667, 0.9285714285714286, 0.7379466817923993, 0.8924761769307352, 0.9402645427392974, 0.8681318681318682]
  mean: 0.8785030177, std: 0.0562241660
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9705882352941176, 1.0, 1.0, 0.9705882352941176, 0.9705882352941176, 1.0, 1.0, 0.96875]
  mean: 0.9920343137, std: 0.0132159899
F1 In Time: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9705627705627706, 1.0, 1.0, 0.970357454228422, 0.970357454228422, 1.0, 1.0, 0.9687194525904204]
  mean: 0.9919998088, std: 0.0132723730
--------------------------------------------------
Subject Number: 7
Accuracy Cross: [0.8095238095238095, 0.7976190476190477, 0.8571428571428571, 0.8333333333333334, 0.8095238095238095, 0.8452380952380952, 0.9880952380952381, 0.8809523809523809, 0.6428571428571429, 0.9761904761904762, 0.8928571428571429, 0.8809523809523809, 0.8452380952380952, 0.8690476190476191, 0.9285714285714286]
  mean: 0.8571428571, std: 0.0790868138
F1 Score: [0.8023529411764705, 0.7909530083443127, 0.8550891316848763, 0.8298611111111112, 0.8023529411764705, 0.8446878111221732, 0.9880935506732813, 0.879862700228833, 0.625668449197861, 0.9761904761904762, 0.89272030651341, 0.879862700228833, 0.8434408602150538, 0.86676279740447, 0.9285309132161089]
  mean: 0.8537619799, std: 0.0831435112
Accuracy Intime: [0.9117647058823529, 0.9411764705882353, 0.9705882352941176, 1.0, 1.0, 0.9117647058823529, 1.0, 0.9705882352941176, 0.9705882352941176, 1.0, 0.9411764705882353, 0.8823529411764706, 0.9705882352941176, 0.9411764705882353, 0.90625]
  mean: 0.9545343137, std: 0.0374474995
F1 In Time: [0.9116883116883117, 0.9409722222222222, 0.9705627705627706, 1.0, 1.0, 0.9098143236074271, 1.0, 0.970357454228422, 0.9705627705627706, 1.0, 0.9411764705882353, 0.880701754385965, 0.9705627705627706, 0.9409722222222222, 0.9054187192118226]
  mean: 0.9541859860, std: 0.0378887310
--------------------------------------------------
Subject Number: 8
Accuracy Cross: [0.9404761904761905, 0.9285714285714286, 0.9880952380952381, 0.9285714285714286, 0.9761904761904762, 0.9523809523809523, 0.9642857142857143, 0.9642857142857143, 1.0, 0.9642857142857143, 0.9642857142857143, 0.9880952380952381, 0.9166666666666666, 1.0, 0.9642857142857143]
  mean: 0.9626984127, std: 0.0249211404
F1 Score: [0.9404677533664068, 0.9285309132161089, 0.9880935506732813, 0.9285309132161089, 0.9761769710720363, 0.9522727272727273, 0.9642401021711366, 0.9642401021711366, 1.0, 0.9642401021711366, 0.9642401021711366, 0.9880935506732813, 0.916083916083916, 1.0, 0.9642401021711366]
  mean: 0.9626300538, std: 0.0250023637
Accuracy Intime: [1.0, 0.9411764705882353, 1.0, 1.0, 1.0, 1.0, 0.9705882352941176, 0.9705882352941176, 0.9705882352941176, 1.0, 1.0, 0.9705882352941176, 0.9705882352941176, 1.0, 1.0]
  mean: 0.9862745098, std: 0.0181835657
F1 In Time: [1.0, 0.9403508771929825, 1.0, 1.0, 1.0, 1.0, 0.9705627705627706, 0.9705627705627706, 0.9705627705627706, 1.0, 1.0, 0.9705627705627706, 0.9705627705627706, 1.0, 1.0]
  mean: 0.9862109820, std: 0.0183279658
--------------------------------------------------
Subject Number: 9
Accuracy Cross: [0.9642857142857143, 0.8452380952380952, 0.9642857142857143, 0.9285714285714286, 0.8452380952380952, 0.7380952380952381, 0.7619047619047619, 0.8571428571428571, 0.8095238095238095, 0.8333333333333334, 0.8571428571428571, 0.8809523809523809, 0.7976190476190477, 0.6309523809523809, 0.7738095238095238]
  mean: 0.8325396825, std: 0.0846792296
F1 Score: [0.9642806520198441, 0.8425378514780101, 0.9642806520198441, 0.928409090909091, 0.8414403949470016, 0.7380952380952381, 0.761769710720363, 0.8541666666666667, 0.8094157685762904, 0.8298611111111112, 0.8541666666666667, 0.8792409430707303, 0.7909530083443127, 0.5810136765888978, 0.761613144137416]
  mean: 0.8267496384, std: 0.0935202211
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 1.0, 0.9705882352941176, 1.0, 1.0, 1.0, 0.96875, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9959558824, std: 0.0103159782
F1 In Time: [1.0, 1.0, 1.0, 1.0, 1.0, 0.9705627705627706, 1.0, 1.0, 1.0, 0.9687194525904204, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9959521482, std: 0.0103255236
--------------------------------------------------
Subject Number: 10
Accuracy Cross: [0.8928571428571429, 0.8928571428571429, 0.9166666666666666, 0.8095238095238095, 0.7976190476190477, 0.9642857142857143, 0.9523809523809523, 0.9642857142857143, 0.9642857142857143, 0.9047619047619048, 0.8333333333333334, 0.8928571428571429, 0.75, 0.7142857142857143, 0.9047619047619048]
  mean: 0.8769841270, std: 0.0764957509
F1 Score: [0.8924761769307352, 0.8924761769307352, 0.9165602383993188, 0.8055555555555556, 0.7926528241614637, 0.9642401021711366, 0.9523809523809523, 0.9642806520198441, 0.9642401021711366, 0.9045454545454545, 0.8298611111111112, 0.8924761769307352, 0.7393231860499483, 0.6888888888888889, 0.9042735042735043]
  mean: 0.8736154068, std: 0.0820234554
Accuracy Intime: [1.0, 0.9411764705882353, 1.0, 1.0, 1.0, 1.0, 0.9705882352941176, 0.9411764705882353, 1.0, 1.0, 1.0, 1.0, 0.9411764705882353, 0.9705882352941176, 1.0]
  mean: 0.9843137255, std: 0.0236922470
F1 In Time: [1.0, 0.9409722222222222, 1.0, 1.0, 1.0, 1.0, 0.9705627705627706, 0.9403508771929825, 1.0, 1.0, 1.0, 1.0, 0.9403508771929825, 0.970357454228422, 1.0]
  mean: 0.9841729468, std: 0.0239278235
--------------------------------------------------
Subject Number: 11
Accuracy Cross: [0.9523809523809523, 0.8095238095238095, 0.8928571428571429, 0.9166666666666666, 0.9166666666666666, 0.9642857142857143, 0.9523809523809523, 0.8928571428571429, 0.9404761904761905, 0.9642857142857143, 0.9761904761904762, 0.9761904761904762, 0.9880952380952381, 0.9285714285714286, 0.9523809523809523]
  mean: 0.9349206349, std: 0.0438738888
F1 Score: [0.9523539421440725, 0.8023529411764705, 0.8916129032258064, 0.916083916083916, 0.9166548547129695, 0.9642401021711366, 0.9522727272727273, 0.8916129032258064, 0.9402645427392974, 0.9642401021711366, 0.9761904761904762, 0.9761769710720363, 0.9880935506732813, 0.9285714285714286, 0.9523539421440725]
  mean: 0.9342050202, std: 0.0454135101
Accuracy Intime: [0.9411764705882353, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9705882352941176, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9941176471, std: 0.0159294871
F1 In Time: [0.9411764705882353, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.970357454228422, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9941022617, std: 0.0159523005
--------------------------------------------------
Subject Number: 12
Accuracy Cross: [0.9880952380952381, 0.8095238095238095, 0.8928571428571429, 0.9047619047619048, 0.8333333333333334, 0.8809523809523809, 0.9285714285714286, 0.9404761904761905, 0.7857142857142857, 0.7619047619047619, 0.9047619047619048, 0.9285714285714286, 0.8809523809523809, 0.8928571428571429, 0.9047619047619048]
  mean: 0.8825396825, std: 0.0589442687
F1 Score: [0.9880935506732813, 0.8040816326530613, 0.89272030651341, 0.9047078842881452, 0.8285714285714285, 0.8808848553601816, 0.9285714285714286, 0.9402645427392974, 0.7857142857142857, 0.7529411764705882, 0.9045454545454545, 0.9285714285714286, 0.8803418803418803, 0.8921078921078921, 0.9042735042735043]
  mean: 0.8810927501, std: 0.0608660785
Accuracy Intime: [1.0, 0.9411764705882353, 1.0, 0.9705882352941176, 0.84375, 1.0, 1.0, 0.9411764705882353, 0.9705882352941176, 0.96875, 0.9705882352941176, 1.0, 0.9705882352941176, 0.9705882352941176, 1.0]
  mean: 0.9698529412, std: 0.0391608839
F1 In Time: [1.0, 0.9409722222222222, 1.0, 0.9705627705627706, 0.8398398398398399, 1.0, 1.0, 0.9411764705882353, 0.9705627705627706, 0.9687194525904204, 0.9705627705627706, 1.0, 0.9705627705627706, 0.970357454228422, 1.0]
  mean: 0.9695544348, std: 0.0400126076
--------------------------------------------------
Subject Number: 13
Accuracy Cross: [0.9166666666666666, 0.9523809523809523, 0.9523809523809523, 0.9285714285714286, 0.8809523809523809, 0.9642857142857143, 0.9761904761904762, 0.9166666666666666, 0.9523809523809523, 0.8690476190476191, 0.9047619047619048, 0.9761904761904762, 0.6785714285714286, 0.9404761904761905, 0.9761904761904762]
  mean: 0.9190476190, std: 0.0719819831
F1 Score: [0.9163703598350164, 0.9522727272727273, 0.9523539421440725, 0.9285714285714286, 0.8792409430707303, 0.9642806520198441, 0.9761769710720363, 0.9163703598350164, 0.9523809523809523, 0.86676279740447, 0.9038901601830663, 0.9761769710720363, 0.6571428571428571, 0.9404001702852277, 0.9761769710720363]
  mean: 0.9172378842, std: 0.0769483011
Accuracy Intime: [0.9705882352941176, 1.0, 0.9705882352941176, 0.9705882352941176, 1.0, 0.9705882352941176, 0.9705882352941176, 0.9705882352941176, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9882352941, std: 0.0144087632
F1 In Time: [0.9705627705627706, 1.0, 0.970357454228422, 0.9705627705627706, 1.0, 0.9705627705627706, 0.9705627705627706, 0.9705627705627706, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9882114205, std: 0.0144380834
--------------------------------------------------
Subject Number: 14
Accuracy Cross: [0.5952380952380952, 0.7976190476190477, 0.8690476190476191, 0.8333333333333334, 0.8690476190476191, 0.9404761904761905, 0.9761904761904762, 0.9404761904761905, 0.9761904761904762, 0.8571428571428571, 0.7738095238095238, 0.6428571428571429, 0.8928571428571429, 0.7023809523809523, 0.7738095238095238]
  mean: 0.8293650794, std: 0.1121549606
F1 Score: [0.5654290931223371, 0.7968994453136111, 0.869029057406095, 0.8333333333333334, 0.869029057406095, 0.9402645427392974, 0.9761904761904762, 0.9402645427392974, 0.9761769710720363, 0.8541666666666667, 0.761613144137416, 0.5906432748538011, 0.8924761769307352, 0.6734566941377702, 0.7663592446201142]
  mean: 0.8203554480, std: 0.1251195040
Accuracy Intime: [1.0, 1.0, 0.9705882352941176, 1.0, 1.0, 1.0, 1.0, 0.9705882352941176, 1.0, 0.96875, 1.0, 0.9705882352941176, 1.0, 1.0, 0.96875]
  mean: 0.9899509804, std: 0.0142209676
F1 In Time: [1.0, 1.0, 0.9705627705627706, 1.0, 1.0, 1.0, 1.0, 0.9705627705627706, 1.0, 0.9687194525904204, 1.0, 0.9705627705627706, 1.0, 1.0, 0.9687194525904204]
  mean: 0.9899418145, std: 0.0142339741
--------------------------------------------------
**************************************************
accuracy_cross_list: [0.8785714285714286, 0.9214285714285712, 0.8126984126984127, 0.8547619047619048, 0.8222222222222222, 0.88015873015873, 0.8571428571428571, 0.9626984126984124, 0.8325396825396826, 0.8769841269841269, 0.9349206349206349, 0.8825396825396826, 0.919047619047619, 0.8293650793650793]
f1_score_list: [0.8770921397809135, 0.9203703089811075, 0.7998083391688656, 0.851643215186692, 0.8145788091322612, 0.8785030176581812, 0.8537619798989161, 0.9626300537619699, 0.8267496383567654, 0.8736154068347013, 0.9342050202383092, 0.8810927500930179, 0.917237884224101, 0.8203554480446053]
accuracy_intime_list: [0.9779411764705883, 0.9862745098039216, 0.9721813725490197, 0.9784313725490197, 0.9783088235294117, 0.9920343137254902, 0.9545343137254902, 0.9862745098039216, 0.9959558823529412, 0.9843137254901961, 0.9941176470588236, 0.9698529411764707, 0.9882352941176471, 0.9899509803921569]
f1_in_time_list: [0.9777565720220959, 0.9861804997288868, 0.9719654802470892, 0.9783096984255477, 0.9782110793116485, 0.9919998087740023, 0.9541859859895292, 0.9862109820004556, 0.9959521482102127, 0.9841729467599586, 0.9941022616544438, 0.9695544347813481, 0.988211420469485, 0.9899418144579434]
**************************************************
Mean Accuracy: 0.8760770975
Mean F1: 0.8722602865
Std Accuracy: 0.0437052404
Std F1: 0.0467459628
Mean Accuracy (Intime): 0.9820290616
Std Accuracy (Intime): 0.0107816881
Mean F1 (Intime): 0.9819110809
Std F1 (Intime): 0.0108817719
ACC: 87.61±4.37
F1: 87.23±4.67
Intime: 98.20±1.08
F1 (Intime): 98.19±1.09
