Learning Rate: 1e-05

Subject Number: 1
Accuracy Cross: [0.9404761904761905, 0.8809523809523809, 0.8571428571428571, 0.9761904761904762, 0.9404761904761905, 0.9047619047619048, 0.9285714285714286, 0.9523809523809523, 0.9404761904761905, 0.9166666666666666, 0.9761904761904762, 0.9285714285714286, 1.0, 0.9880952380952381, 0.9404761904761905]
  mean: 0.9380952381, std: 0.0374448448
F1 Score: [0.9404001702852277, 0.8792409430707303, 0.8541666666666667, 0.9761769710720363, 0.9402645427392974, 0.9038901601830663, 0.9282051282051282, 0.9522727272727273, 0.9402645427392974, 0.916083916083916, 0.9761769710720363, 0.9282051282051282, 1.0, 0.9880935506732813, 0.9402645427392974]
  mean: 0.9375803974, std: 0.0381286162
Accuracy Intime: [0.9705882352941176, 1.0, 1.0, 0.9411764705882353, 1.0, 0.9705882352941176, 1.0, 1.0, 0.9411764705882353, 0.96875, 0.9411764705882353, 1.0, 1.0, 0.9411764705882353, 0.90625]
  mean: 0.9720588235, std: 0.0301395854
F1 In Time: [0.9705627705627706, 1.0, 1.0, 0.9403508771929825, 1.0, 0.9705627705627706, 1.0, 1.0, 0.9403508771929825, 0.9687194525904204, 0.9411764705882353, 1.0, 1.0, 0.9403508771929825, 0.9054187192118226]
  mean: 0.9718328543, std: 0.0304309404
--------------------------------------------------
Subject Number: 2
Accuracy Cross: [0.9642857142857143, 0.9761904761904762, 0.9166666666666666, 0.9880952380952381, 0.9880952380952381, 0.8690476190476191, 0.9166666666666666, 0.8809523809523809, 0.8809523809523809, 0.9166666666666666, 0.9523809523809523, 0.9285714285714286, 0.9642857142857143, 0.9880952380952381, 0.9761904761904762]
  mean: 0.9404761905, std: 0.0405461580
F1 Score: [0.9642806520198441, 0.9761904761904762, 0.916083916083916, 0.9880935506732813, 0.9880935506732813, 0.86676279740447, 0.916083916083916, 0.8792409430707303, 0.8792409430707303, 0.916083916083916, 0.9522727272727273, 0.9282051282051282, 0.9642401021711366, 0.9880935506732813, 0.9761769710720363]
  mean: 0.9399428760, std: 0.0412207603
Accuracy Intime: [0.9705882352941176, 1.0, 0.9705882352941176, 0.9705882352941176, 1.0, 1.0, 1.0, 0.9705882352941176, 0.9705882352941176, 0.90625, 0.9705882352941176, 1.0, 1.0, 0.9705882352941176, 0.9375]
  mean: 0.9758578431, std: 0.0258302404
F1 In Time: [0.9705627705627706, 1.0, 0.970357454228422, 0.970357454228422, 1.0, 1.0, 1.0, 0.970357454228422, 0.970357454228422, 0.9054187192118226, 0.9705627705627706, 1.0, 1.0, 0.970357454228422, 0.9372549019607843]
  mean: 0.9757057622, std: 0.0260204019
--------------------------------------------------
Subject Number: 3
Accuracy Cross: [0.8809523809523809, 0.8928571428571429, 0.8571428571428571, 0.75, 0.7857142857142857, 0.9404761904761905, 0.9404761904761905, 0.9404761904761905, 0.8809523809523809, 0.9285714285714286, 0.75, 0.7857142857142857, 0.7857142857142857, 0.7261904761904762, 0.7380952380952381]
  mean: 0.8388888889, std: 0.0787115954
F1 Score: [0.8792409430707303, 0.8916129032258064, 0.8541666666666667, 0.7333333333333334, 0.7754010695187166, 0.9404001702852277, 0.9402645427392974, 0.9404677533664068, 0.8792409430707303, 0.9285309132161089, 0.7333333333333334, 0.7754010695187166, 0.7754010695187166, 0.7039987743220468, 0.7223557692307692]
  mean: 0.8315432836, std: 0.0858476685
Accuracy Intime: [0.9705882352941176, 1.0, 0.7941176470588235, 0.9411764705882353, 0.9375, 0.9705882352941176, 0.9705882352941176, 0.7352941176470589, 0.9411764705882353, 0.96875, 0.9705882352941176, 0.9705882352941176, 0.9705882352941176, 0.8529411764705882, 0.9375]
  mean: 0.9287990196, std: 0.0725438442
F1 In Time: [0.9705627705627706, 1.0, 0.7786046511627907, 0.9403508771929825, 0.9372549019607843, 0.9705627705627706, 0.9705627705627706, 0.7043478260869566, 0.9403508771929825, 0.9687194525904204, 0.970357454228422, 0.9705627705627706, 0.970357454228422, 0.8464317976513098, 0.9372549019607843]
  mean: 0.9250854184, std: 0.0804231928
--------------------------------------------------
Subject Number: 4
Accuracy Cross: [0.9642857142857143, 0.9047619047619048, 0.9285714285714286, 0.9523809523809523, 0.9285714285714286, 0.9166666666666666, 0.9285714285714286, 0.9047619047619048, 0.9285714285714286, 0.8928571428571429, 0.8928571428571429, 0.8809523809523809, 0.8690476190476191, 0.8095238095238095, 0.7023809523809523]
  mean: 0.8936507937, std: 0.0624618805
F1 Score: [0.9642401021711366, 0.9042735042735043, 0.928409090909091, 0.9522727272727273, 0.9282051282051282, 0.9166548547129695, 0.9285309132161089, 0.9045454545454545, 0.928409090909091, 0.8921078921078921, 0.8921078921078921, 0.8792409430707303, 0.86676279740447, 0.8040816326530613, 0.6734566941377702]
  mean: 0.8908865812, std: 0.0689617476
Accuracy Intime: [1.0, 0.9411764705882353, 0.9411764705882353, 0.9411764705882353, 0.875, 1.0, 0.9117647058823529, 1.0, 0.9117647058823529, 0.96875, 0.9117647058823529, 0.9411764705882353, 0.9411764705882353, 0.9705882352941176, 1.0]
  mean: 0.9503676471, std: 0.0375708193
F1 In Time: [1.0, 0.9411764705882353, 0.9403508771929825, 0.9403508771929825, 0.873015873015873, 1.0, 0.9116883116883117, 1.0, 0.9110723626852659, 0.9687194525904204, 0.9098143236074271, 0.9403508771929825, 0.9409722222222222, 0.970357454228422, 1.0]
  mean: 0.9498579401, std: 0.0380594308
--------------------------------------------------
Subject Number: 5
Accuracy Cross: [0.7738095238095238, 0.7738095238095238, 0.8452380952380952, 0.8095238095238095, 0.7857142857142857, 0.9761904761904762, 0.9642857142857143, 0.9880952380952381, 0.9642857142857143, 0.8809523809523809, 0.8214285714285714, 0.8571428571428571, 0.8452380952380952, 0.8690476190476191, 0.8809523809523809]
  mean: 0.8690476190, std: 0.0712961736
F1 Score: [0.7682590387686947, 0.761613144137416, 0.8425378514780101, 0.8055555555555556, 0.7852272727272727, 0.9761904761904762, 0.9642401021711366, 0.9880935506732813, 0.9642806520198441, 0.8792409430707303, 0.8214032600992204, 0.8564102564102565, 0.8452161587526577, 0.869029057406095, 0.8809523809523809]
  mean: 0.8672166467, std: 0.0732283173
Accuracy Intime: [0.9411764705882353, 0.9705882352941176, 0.9411764705882353, 0.9705882352941176, 1.0, 0.9705882352941176, 0.8823529411764706, 0.9117647058823529, 0.8823529411764706, 1.0, 1.0, 0.9411764705882353, 0.9705882352941176, 0.9705882352941176, 1.0]
  mean: 0.9568627451, std: 0.0385232994
F1 In Time: [0.9403508771929825, 0.9705627705627706, 0.9409722222222222, 0.970357454228422, 1.0, 0.9705627705627706, 0.8819444444444444, 0.9110723626852659, 0.8823529411764706, 1.0, 1.0, 0.9403508771929825, 0.970357454228422, 0.9705627705627706, 1.0]
  mean: 0.9566297963, std: 0.0386684864
--------------------------------------------------
Subject Number: 6
Accuracy Cross: [0.9523809523809523, 0.9047619047619048, 0.8928571428571429, 0.9523809523809523, 0.8571428571428571, 0.8571428571428571, 0.9047619047619048, 0.8333333333333334, 0.8095238095238095, 0.9404761904761905, 0.7976190476190477, 0.8690476190476191, 0.7380952380952381, 0.7261904761904762, 0.7142857142857143]
  mean: 0.8500000000, std: 0.0767587931
F1 Score: [0.9522727272727273, 0.9042735042735043, 0.8916129032258064, 0.9523809523809523, 0.8550891316848763, 0.8541666666666667, 0.9047078842881452, 0.8285714285714285, 0.8023529411764705, 0.9402645427392974, 0.7975903614457831, 0.86676279740447, 0.71880706025563, 0.7039987743220468, 0.7141236528644356]
  mean: 0.8457983552, std: 0.0813574111
Accuracy Intime: [0.8235294117647058, 0.8529411764705882, 0.9117647058823529, 1.0, 0.9375, 0.9411764705882353, 0.9705882352941176, 1.0, 0.9411764705882353, 0.96875, 0.7941176470588235, 0.9705882352941176, 0.9411764705882353, 1.0, 1.0]
  mean: 0.9368872549, std: 0.0633437378
F1 In Time: [0.8210526315789474, 0.8528138528138528, 0.9116883116883117, 1.0, 0.9372549019607843, 0.9411764705882353, 0.9705627705627706, 1.0, 0.9411764705882353, 0.9687194525904204, 0.793939393939394, 0.9705627705627706, 0.9411764705882353, 1.0, 1.0]
  mean: 0.9366748998, std: 0.0636783424
--------------------------------------------------
Subject Number: 7
Accuracy Cross: [0.7023809523809523, 0.7976190476190477, 0.8571428571428571, 0.8690476190476191, 0.75, 0.9523809523809523, 0.9285714285714286, 0.8809523809523809, 0.9285714285714286, 0.9285714285714286, 0.8333333333333334, 0.75, 0.8928571428571429, 0.7619047619047619, 0.8095238095238095]
  mean: 0.8428571429, std: 0.0755678928
F1 Score: [0.6734566941377702, 0.7968994453136111, 0.8564102564102565, 0.8685819940264543, 0.7333333333333334, 0.9522727272727273, 0.9282051282051282, 0.8792409430707303, 0.9282051282051282, 0.9282051282051282, 0.8318077803203661, 0.7417654808959157, 0.8916129032258064, 0.7475961538461539, 0.8055555555555556]
  mean: 0.8375432435, std: 0.0822837233
Accuracy Intime: [0.8529411764705882, 0.9411764705882353, 0.9411764705882353, 1.0, 0.90625, 0.5588235294117647, 0.9117647058823529, 1.0, 0.9705882352941176, 0.84375, 0.9411764705882353, 0.8529411764705882, 0.9411764705882353, 0.9117647058823529, 0.9375]
  mean: 0.9007352941, std: 0.1024608014
F1 In Time: [0.8464317976513098, 0.9409722222222222, 0.9411764705882353, 1.0, 0.9054187192118226, 0.48328267477203646, 0.9110723626852659, 1.0, 0.9705627705627706, 0.8398398398398399, 0.9411764705882353, 0.8496905393457117, 0.9411764705882353, 0.9116883116883117, 0.9375]
  mean: 0.8946659100, std: 0.1199126181
--------------------------------------------------
Subject Number: 8
Accuracy Cross: [0.9880952380952381, 0.9761904761904762, 0.9761904761904762, 0.9880952380952381, 0.9880952380952381, 1.0, 0.9880952380952381, 1.0, 0.9761904761904762, 1.0, 0.8690476190476191, 0.8928571428571429, 0.8928571428571429, 0.8095238095238095, 0.8809523809523809]
  mean: 0.9484126984, std: 0.0593913871
F1 Score: [0.9880935506732813, 0.9761904761904762, 0.9761904761904762, 0.9880935506732813, 0.9880935506732813, 1.0, 0.9880935506732813, 1.0, 0.9761769710720363, 1.0, 0.86676279740447, 0.8916129032258064, 0.8928419560595322, 0.8023529411764705, 0.8792409430707303]
  mean: 0.9475829111, std: 0.0609289097
Accuracy Intime: [0.9705882352941176, 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: 0.9941176471, std: 0.0117647059
F1 In Time: [0.9705627705627706, 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: 0.9941125541, std: 0.0117748918
--------------------------------------------------
Subject Number: 9
Accuracy Cross: [0.9761904761904762, 0.9761904761904762, 1.0, 0.9523809523809523, 1.0, 0.9523809523809523, 0.8809523809523809, 0.9642857142857143, 0.9047619047619048, 0.9285714285714286, 0.8571428571428571, 0.7857142857142857, 0.8809523809523809, 0.8095238095238095, 0.8690476190476191]
  mean: 0.9158730159, std: 0.0648369469
F1 Score: [0.9761904761904762, 0.9761769710720363, 1.0, 0.9522727272727273, 1.0, 0.9523809523809523, 0.8792409430707303, 0.9642806520198441, 0.9045454545454545, 0.928409090909091, 0.8541666666666667, 0.7754010695187166, 0.8792409430707303, 0.8023529411764705, 0.86676279740447]
  mean: 0.9140947790, std: 0.0674245476
Accuracy Intime: [0.9117647058823529, 0.9705882352941176, 1.0, 0.9705882352941176, 0.96875, 1.0, 0.9705882352941176, 1.0, 1.0, 1.0, 0.9705882352941176, 1.0, 0.9705882352941176, 0.9705882352941176, 1.0]
  mean: 0.9802696078, std: 0.0232565624
F1 In Time: [0.9116883116883117, 0.9705627705627706, 1.0, 0.970357454228422, 0.9687194525904204, 1.0, 0.9705627705627706, 1.0, 1.0, 1.0, 0.9705627705627706, 1.0, 0.970357454228422, 0.970357454228422, 1.0]
  mean: 0.9802112292, std: 0.0232940453
--------------------------------------------------
Subject Number: 10
Accuracy Cross: [0.9523809523809523, 0.8809523809523809, 0.9285714285714286, 0.9642857142857143, 0.9047619047619048, 0.9761904761904762, 0.9761904761904762, 0.9642857142857143, 0.9880952380952381, 0.9880952380952381, 0.6071428571428571, 0.6785714285714286, 0.7261904761904762, 0.6785714285714286, 0.8452380952380952]
  mean: 0.8706349206, std: 0.1273951681
F1 Score: [0.9523809523809523, 0.8803418803418803, 0.9285309132161089, 0.9642806520198441, 0.9038901601830663, 0.9761904761904762, 0.9761904761904762, 0.9642401021711366, 0.9880935506732813, 0.9880935506732813, 0.5354449472096531, 0.6415362731152205, 0.7039987743220468, 0.6415362731152205, 0.8414403949470016]
  mean: 0.8590792918, std: 0.1466480128
Accuracy Intime: [0.8823529411764706, 1.0, 1.0, 1.0, 1.0, 0.9411764705882353, 0.9705882352941176, 0.9705882352941176, 1.0, 0.96875, 1.0, 1.0, 0.9705882352941176, 0.9705882352941176, 1.0]
  mean: 0.9783088235, std: 0.0312838629
F1 In Time: [0.8823529411764706, 1.0, 1.0, 1.0, 1.0, 0.9411764705882353, 0.9705627705627706, 0.970357454228422, 1.0, 0.9687194525904204, 1.0, 1.0, 0.970357454228422, 0.970357454228422, 1.0]
  mean: 0.9782589332, std: 0.0312964247
--------------------------------------------------
Subject Number: 11
Accuracy Cross: [0.9285714285714286, 0.8928571428571429, 0.9642857142857143, 0.9047619047619048, 0.9404761904761905, 0.9404761904761905, 0.9523809523809523, 0.9523809523809523, 0.9523809523809523, 0.9523809523809523, 0.9880952380952381, 0.9880952380952381, 0.9761904761904762, 0.9880952380952381, 0.9880952380952381]
  mean: 0.9539682540, std: 0.0287910431
F1 Score: [0.9282051282051282, 0.8916129032258064, 0.9642401021711366, 0.9038901601830663, 0.9402645427392974, 0.9402645427392974, 0.9522727272727273, 0.9522727272727273, 0.9522727272727273, 0.9522727272727273, 0.9880935506732813, 0.9880935506732813, 0.9761904761904762, 0.9880935506732813, 0.9880935506732813]
  mean: 0.9537421978, std: 0.0291015939
Accuracy Intime: [0.9117647058823529, 0.9705882352941176, 1.0, 1.0, 1.0, 1.0, 0.9705882352941176, 1.0, 1.0, 1.0, 0.9117647058823529, 1.0, 0.9117647058823529, 0.9705882352941176, 1.0]
  mean: 0.9764705882, std: 0.0342997170
F1 In Time: [0.9116883116883117, 0.9705627705627706, 1.0, 1.0, 1.0, 1.0, 0.9705627705627706, 1.0, 1.0, 1.0, 0.9116883116883117, 1.0, 0.9116883116883117, 0.9705627705627706, 1.0]
  mean: 0.9764502165, std: 0.0343294138
--------------------------------------------------
Subject Number: 12
Accuracy Cross: [0.7857142857142857, 0.9761904761904762, 0.9642857142857143, 0.9285714285714286, 0.8571428571428571, 0.9047619047619048, 0.9523809523809523, 0.9404761904761905, 0.8571428571428571, 0.8928571428571429, 0.8928571428571429, 0.9404761904761905, 0.9285714285714286, 0.8571428571428571, 0.8214285714285714]
  mean: 0.9000000000, std: 0.0532042088
F1 Score: [0.7754010695187166, 0.9761769710720363, 0.9642401021711366, 0.9282051282051282, 0.8541666666666667, 0.9038901601830663, 0.9522727272727273, 0.9402645427392974, 0.8541666666666667, 0.8916129032258064, 0.89272030651341, 0.9404677533664068, 0.9285714285714286, 0.8564102564102565, 0.8183129055515501]
  mean: 0.8984586392, std: 0.0553382636
Accuracy Intime: [0.9117647058823529, 1.0, 1.0, 1.0, 0.96875, 0.9705882352941176, 1.0, 1.0, 1.0, 0.90625, 1.0, 1.0, 0.9705882352941176, 1.0, 1.0]
  mean: 0.9818627451, std: 0.0309265751
F1 In Time: [0.9116883116883117, 1.0, 1.0, 1.0, 0.9687194525904204, 0.9705627705627706, 1.0, 1.0, 1.0, 0.906158357771261, 1.0, 1.0, 0.9705627705627706, 1.0, 1.0]
  mean: 0.9818461109, std: 0.0309551572
--------------------------------------------------
Subject Number: 13
Accuracy Cross: [0.9642857142857143, 0.9404761904761905, 0.9166666666666666, 0.9404761904761905, 0.7976190476190477, 0.9642857142857143, 0.9761904761904762, 0.9642857142857143, 0.9880952380952381, 0.9523809523809523, 0.9404761904761905, 0.9642857142857143, 1.0, 0.9880952380952381, 1.0]
  mean: 0.9531746032, std: 0.0475131097
F1 Score: [0.9642806520198441, 0.9404001702852277, 0.9163703598350164, 0.9402645427392974, 0.7889759125166248, 0.9642806520198441, 0.9761769710720363, 0.9642401021711366, 0.9880935506732813, 0.9523809523809523, 0.9402645427392974, 0.9642401021711366, 1.0, 0.9880935506732813, 1.0]
  mean: 0.9525374708, std: 0.0494310416
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, 0.9117647058823529, 1.0]
  mean: 0.9784313725, std: 0.0273105652
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, 0.9116883116883117, 1.0]
  mean: 0.9784058724, std: 0.0273435516
--------------------------------------------------
Subject Number: 14
Accuracy Cross: [0.8690476190476191, 0.8452380952380952, 0.8809523809523809, 0.8928571428571429, 0.8095238095238095, 0.9523809523809523, 0.9404761904761905, 0.8809523809523809, 0.8928571428571429, 0.9880952380952381, 0.5833333333333334, 0.6666666666666666, 0.5595238095238095, 0.6190476190476191, 0.6309523809523809]
  mean: 0.8007936508, std: 0.1412921331
F1 Score: [0.8688803746275011, 0.8446878111221732, 0.8808848553601816, 0.8924761769307352, 0.8040816326530613, 0.9522727272727273, 0.9402645427392974, 0.8792409430707303, 0.8916129032258064, 0.9880935506732813, 0.4957983193277311, 0.625, 0.4534904167399332, 0.5543766578249337, 0.5727645611156686]
  mean: 0.7762616982, std: 0.1754064708
Accuracy Intime: [0.8823529411764706, 1.0, 0.9705882352941176, 1.0, 0.90625, 0.9411764705882353, 0.7058823529411765, 0.9411764705882353, 1.0, 0.90625, 1.0, 0.8235294117647058, 1.0, 1.0, 1.0]
  mean: 0.9384803922, std: 0.0816829436
F1 In Time: [0.8819444444444444, 1.0, 0.9705627705627706, 1.0, 0.9054187192118226, 0.9411764705882353, 0.6964285714285714, 0.9409722222222222, 1.0, 0.9054187192118226, 1.0, 0.8131868131868132, 1.0, 1.0, 1.0]
  mean: 0.9370072487, std: 0.0845272605
--------------------------------------------------
**************************************************
accuracy_cross_list: [0.938095238095238, 0.9404761904761904, 0.838888888888889, 0.8936507936507937, 0.8690476190476191, 0.85, 0.8428571428571429, 0.9484126984126984, 0.9158730158730161, 0.8706349206349205, 0.953968253968254, 0.8999999999999999, 0.9531746031746031, 0.8007936507936508]
f1_score_list: [0.9375803974005226, 0.9399428760499248, 0.8315432836277736, 0.8908865811798018, 0.867216646694202, 0.8457983552381493, 0.8375432434682711, 0.9475829111388748, 0.914094779019891, 0.8590792917833096, 0.953742197815883, 0.8984586392089535, 0.9525374707531318, 0.7762616981789174]
accuracy_intime_list: [0.9720588235294119, 0.975857843137255, 0.9287990196078433, 0.9503676470588236, 0.9568627450980393, 0.9368872549019609, 0.9007352941176471, 0.9941176470588236, 0.9802696078431373, 0.9783088235294118, 0.9764705882352942, 0.9818627450980393, 0.9784313725490197, 0.9384803921568629]
f1_in_time_list: [0.9718328543396645, 0.9757057622293507, 0.9250854184337958, 0.9498579401470083, 0.9566297963373015, 0.9366748998307972, 0.8946659099829332, 0.9941125541125541, 0.9802112292434872, 0.9782589331735442, 0.9764502164502165, 0.9818461108783689, 0.9784058724499901, 0.9370072487237802]
**************************************************
Mean Accuracy: 0.8939909297
Mean F1: 0.8894477408
Std Accuracy: 0.0479004481
Std F1: 0.0529358506
Mean Accuracy (Intime): 0.9606792717
Std Accuracy (Intime): 0.0253196840
Mean F1 (Intime): 0.9597674819
Std F1 (Intime): 0.0267963690
ACC: 89.40±4.79
F1: 88.94±5.29
Intime: 96.07±2.53
F1 (Intime): 95.98±2.68
