Learning Rate: 1e-05

Subject Number: 1
Accuracy Cross: [0.9523809523809523, 0.8571428571428571, 0.9642857142857143, 0.9880952380952381, 0.9523809523809523, 0.9404761904761905, 0.9166666666666666, 0.9404761904761905, 0.9166666666666666, 0.9404761904761905, 0.9523809523809523, 0.8928571428571429, 0.9761904761904762, 0.9047619047619048, 0.9047619047619048]
  mean: 0.9333333333, std: 0.0333333333
F1 Score: [0.9522727272727273, 0.8541666666666667, 0.9642401021711366, 0.9880935506732813, 0.9523539421440725, 0.9402645427392974, 0.916083916083916, 0.9402645427392974, 0.916083916083916, 0.9402645427392974, 0.9522727272727273, 0.8921078921078921, 0.9761769710720363, 0.9047078842881452, 0.9038901601830663]
  mean: 0.9328829389, std: 0.0339195654
Accuracy Intime: [1.0, 1.0, 1.0, 0.9117647058823529, 0.96875, 0.9705882352941176, 1.0, 0.9705882352941176, 0.9705882352941176, 0.9375, 0.9705882352941176, 0.9411764705882353, 0.9705882352941176, 0.9117647058823529, 0.9375]
  mean: 0.9640931373, std: 0.0292186265
F1 In Time: [1.0, 1.0, 1.0, 0.9098143236074271, 0.9687194525904204, 0.9705627705627706, 1.0, 0.9705627705627706, 0.970357454228422, 0.9372549019607843, 0.9705627705627706, 0.9403508771929825, 0.9705627705627706, 0.9116883116883117, 0.9372549019607843]
  mean: 0.9638460870, std: 0.0295308841
--------------------------------------------------
Subject Number: 2
Accuracy Cross: [0.9761904761904762, 0.9880952380952381, 0.9404761904761905, 0.9642857142857143, 0.9880952380952381, 0.8690476190476191, 0.8928571428571429, 0.8809523809523809, 0.8571428571428571, 0.9166666666666666, 0.9523809523809523, 0.9523809523809523, 0.9880952380952381, 0.9761904761904762, 0.9642857142857143]
  mean: 0.9404761905, std: 0.0441172765
F1 Score: [0.9761769710720363, 0.9880935506732813, 0.9402645427392974, 0.9642806520198441, 0.9880935506732813, 0.86676279740447, 0.8916129032258064, 0.8792409430707303, 0.8541666666666667, 0.916083916083916, 0.9522727272727273, 0.9523809523809523, 0.9880935506732813, 0.9761904761904762, 0.9642806520198441]
  mean: 0.9398663235, std: 0.0450009664
Accuracy Intime: [0.9705882352941176, 1.0, 0.9705882352941176, 0.9411764705882353, 1.0, 0.9705882352941176, 1.0, 0.9705882352941176, 0.9411764705882353, 0.9375, 0.9411764705882353, 1.0, 0.9705882352941176, 1.0, 0.9375]
  mean: 0.9700980392, std: 0.0246393635
F1 In Time: [0.970357454228422, 1.0, 0.970357454228422, 0.9403508771929825, 1.0, 0.9705627705627706, 1.0, 0.970357454228422, 0.9403508771929825, 0.9372549019607843, 0.9411764705882353, 1.0, 0.970357454228422, 1.0, 0.9372549019607843]
  mean: 0.9698920411, std: 0.0248113854
--------------------------------------------------
Subject Number: 3
Accuracy Cross: [0.8333333333333334, 0.8452380952380952, 0.9166666666666666, 0.8214285714285714, 0.8333333333333334, 0.9166666666666666, 0.9523809523809523, 0.8690476190476191, 0.9523809523809523, 0.8928571428571429, 0.7023809523809523, 0.7619047619047619, 0.7857142857142857, 0.7380952380952381, 0.7619047619047619]
  mean: 0.8388888889, std: 0.0755262048
F1 Score: [0.8298611111111112, 0.8414403949470016, 0.9165602383993188, 0.8155467720685112, 0.8285714285714285, 0.9163703598350164, 0.9523539421440725, 0.86676279740447, 0.9523809523809523, 0.8916129032258064, 0.6734566941377702, 0.750445632798574, 0.7754010695187166, 0.7223557692307692, 0.750445632798574]
  mean: 0.8322377132, std: 0.0824808684
Accuracy Intime: [0.9411764705882353, 0.9705882352941176, 0.7941176470588235, 0.9117647058823529, 0.96875, 0.9705882352941176, 0.9411764705882353, 0.7647058823529411, 0.9705882352941176, 0.96875, 0.9705882352941176, 0.9705882352941176, 0.9705882352941176, 0.8823529411764706, 1.0]
  mean: 0.9330882353, std: 0.0664746821
F1 In Time: [0.9411764705882353, 0.9705627705627706, 0.7850045167118338, 0.9098143236074271, 0.9687194525904204, 0.9705627705627706, 0.9411764705882353, 0.7509157509157509, 0.970357454228422, 0.9687194525904204, 0.970357454228422, 0.9705627705627706, 0.970357454228422, 0.8785714285714286, 1.0]
  mean: 0.9311239027, std: 0.0702845061
--------------------------------------------------
Subject Number: 4
Accuracy Cross: [0.9523809523809523, 0.9404761904761905, 0.9285714285714286, 0.9523809523809523, 0.9166666666666666, 0.8809523809523809, 0.9642857142857143, 0.9404761904761905, 0.9404761904761905, 0.9285714285714286, 0.8214285714285714, 0.8809523809523809, 0.9166666666666666, 0.8690476190476191, 0.8571428571428571]
  mean: 0.9126984127, std: 0.0399987402
F1 Score: [0.9523539421440725, 0.9402645427392974, 0.9285309132161089, 0.9522727272727273, 0.916083916083916, 0.879862700228833, 0.9642401021711366, 0.9404677533664068, 0.9402645427392974, 0.928409090909091, 0.8155467720685112, 0.8792409430707303, 0.916083916083916, 0.86676279740447, 0.8541666666666667]
  mean: 0.9116367551, std: 0.0414421171
Accuracy Intime: [1.0, 0.9705882352941176, 1.0, 0.9411764705882353, 0.96875, 0.9705882352941176, 0.9117647058823529, 1.0, 0.8823529411764706, 1.0, 0.9705882352941176, 0.9411764705882353, 1.0, 1.0, 1.0]
  mean: 0.9704656863, std: 0.0356223672
F1 In Time: [1.0, 0.970357454228422, 1.0, 0.9403508771929825, 0.9687194525904204, 0.9705627705627706, 0.9110723626852659, 1.0, 0.8785714285714286, 1.0, 0.970357454228422, 0.9403508771929825, 1.0, 1.0, 1.0]
  mean: 0.9700228452, std: 0.0364161094
--------------------------------------------------
Subject Number: 5
Accuracy Cross: [0.8809523809523809, 0.7857142857142857, 0.8809523809523809, 0.8452380952380952, 0.8214285714285714, 0.9523809523809523, 0.9761904761904762, 0.9285714285714286, 0.9642857142857143, 0.8452380952380952, 0.8809523809523809, 0.9166666666666666, 0.9642857142857143, 0.9285714285714286, 0.8690476190476191]
  mean: 0.8960317460, std: 0.0552371830
F1 Score: [0.8808848553601816, 0.7776470588235294, 0.879862700228833, 0.8425378514780101, 0.8183129055515501, 0.9523539421440725, 0.9761769710720363, 0.9285309132161089, 0.9642401021711366, 0.8414403949470016, 0.8803418803418803, 0.9163703598350164, 0.9642806520198441, 0.9285714285714286, 0.869029057406095]
  mean: 0.8947054049, std: 0.0570211577
Accuracy Intime: [0.7941176470588235, 0.9705882352941176, 0.9705882352941176, 0.9411764705882353, 1.0, 1.0, 0.9117647058823529, 0.8235294117647058, 0.9705882352941176, 1.0, 0.9705882352941176, 0.9705882352941176, 0.9411764705882353, 0.9117647058823529, 1.0]
  mean: 0.9450980392, std: 0.0606259797
F1 In Time: [0.7786046511627907, 0.9705627705627706, 0.970357454228422, 0.9403508771929825, 1.0, 1.0, 0.9116883116883117, 0.8131868131868132, 0.9705627705627706, 1.0, 0.970357454228422, 0.970357454228422, 0.9409722222222222, 0.9116883116883117, 1.0]
  mean: 0.9432459394, std: 0.0646060182
--------------------------------------------------
Subject Number: 6
Accuracy Cross: [0.9761904761904762, 0.9285714285714286, 0.8690476190476191, 0.9523809523809523, 0.9404761904761905, 0.9285714285714286, 0.7976190476190477, 0.8571428571428571, 0.9285714285714286, 0.8809523809523809, 0.8690476190476191, 0.9523809523809523, 0.8214285714285714, 0.8095238095238095, 0.9166666666666666]
  mean: 0.8952380952, std: 0.0543288606
F1 Score: [0.9761769710720363, 0.9285309132161089, 0.8685819940264543, 0.9523539421440725, 0.9404001702852277, 0.9282051282051282, 0.7973605789697744, 0.8541666666666667, 0.9282051282051282, 0.8792409430707303, 0.8675268817204301, 0.9523809523809523, 0.8201798201798203, 0.8023529411764705, 0.9163703598350164]
  mean: 0.8941355594, std: 0.0554324073
Accuracy Intime: [0.9411764705882353, 0.9411764705882353, 0.9705882352941176, 1.0, 0.96875, 1.0, 0.9705882352941176, 1.0, 1.0, 1.0, 0.9705882352941176, 0.8235294117647058, 0.8823529411764706, 1.0, 1.0]
  mean: 0.9645833333, std: 0.0494366451
F1 In Time: [0.9411764705882353, 0.9411764705882353, 0.9705627705627706, 1.0, 0.9687194525904204, 1.0, 0.970357454228422, 1.0, 1.0, 1.0, 0.9705627705627706, 0.8210526315789474, 0.8819444444444444, 1.0, 1.0]
  mean: 0.9643701643, std: 0.0499517543
--------------------------------------------------
Subject Number: 7
Accuracy Cross: [0.7857142857142857, 0.9166666666666666, 0.8452380952380952, 0.9166666666666666, 0.6904761904761905, 0.9404761904761905, 0.9047619047619048, 0.9285714285714286, 0.9523809523809523, 0.9642857142857143, 0.9166666666666666, 0.9047619047619048, 0.6071428571428571, 0.8809523809523809, 0.9166666666666666]
  mean: 0.8714285714, std: 0.0980921559
F1 Score: [0.7776470588235294, 0.9165602383993188, 0.8446878111221732, 0.916083916083916, 0.6576802507836991, 0.9404677533664068, 0.9038901601830663, 0.9282051282051282, 0.9522727272727273, 0.9642401021711366, 0.9166548547129695, 0.9042735042735043, 0.5354449472096531, 0.8806818181818181, 0.916083916083916]
  mean: 0.8636582791, std: 0.1156448914
Accuracy Intime: [0.8823529411764706, 1.0, 0.9411764705882353, 1.0, 0.90625, 0.5882352941176471, 0.9705882352941176, 1.0, 0.9705882352941176, 1.0, 0.9705882352941176, 0.9411764705882353, 0.7647058823529411, 1.0, 0.90625]
  mean: 0.9227941176, std: 0.1084548438
F1 In Time: [0.8819444444444444, 1.0, 0.9411764705882353, 1.0, 0.9054187192118226, 0.5492424242424242, 0.970357454228422, 1.0, 0.9705627705627706, 1.0, 0.9705627705627706, 0.9409722222222222, 0.7614035087719297, 1.0, 0.9054187192118226]
  mean: 0.9198039669, std: 0.1169114312
--------------------------------------------------
Subject Number: 8
Accuracy Cross: [1.0, 0.9404761904761905, 0.9761904761904762, 1.0, 0.9880952380952381, 1.0, 1.0, 1.0, 0.9642857142857143, 1.0, 0.9285714285714286, 0.9761904761904762, 0.8928571428571429, 0.9166666666666666, 0.9523809523809523]
  mean: 0.9690476190, std: 0.0341730955
F1 Score: [1.0, 0.9404001702852277, 0.9761904761904762, 1.0, 0.9880935506732813, 1.0, 1.0, 1.0, 0.9642401021711366, 1.0, 0.9282051282051282, 0.9761769710720363, 0.8916129032258064, 0.916083916083916, 0.9522727272727273]
  mean: 0.9688850630, std: 0.0344548808
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, 0.9705882352941176, 1.0, 1.0]
  mean: 0.9921568627, std: 0.0130063717
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, 0.9705627705627706, 1.0, 1.0]
  mean: 0.9921500722, std: 0.0130176327
--------------------------------------------------
Subject Number: 9
Accuracy Cross: [1.0, 0.9761904761904762, 0.9880952380952381, 0.9880952380952381, 1.0, 0.8809523809523809, 0.9047619047619048, 0.9404761904761905, 0.9523809523809523, 0.9166666666666666, 0.8690476190476191, 0.8333333333333334, 0.8809523809523809, 0.8452380952380952, 0.8928571428571429]
  mean: 0.9246031746, std: 0.0554420609
F1 Score: [1.0, 0.9761769710720363, 0.9880935506732813, 0.9880935506732813, 1.0, 0.8808848553601816, 0.9038901601830663, 0.9402645427392974, 0.9522727272727273, 0.9163703598350164, 0.86676279740447, 0.8285714285714285, 0.8792409430707303, 0.8414403949470016, 0.8916129032258064]
  mean: 0.9235783457, std: 0.0566417080
Accuracy Intime: [0.9117647058823529, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9705882352941176, 1.0, 1.0, 1.0, 0.9705882352941176, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9901960784, std: 0.0232003129
F1 In Time: [0.9116883116883117, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9705627705627706, 1.0, 1.0, 1.0, 0.9705627705627706, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9901875902, std: 0.0232203997
--------------------------------------------------
Subject Number: 10
Accuracy Cross: [0.9285714285714286, 0.9166666666666666, 0.8452380952380952, 0.9523809523809523, 0.8928571428571429, 0.9642857142857143, 0.9642857142857143, 0.9523809523809523, 0.9642857142857143, 0.9761904761904762, 0.5833333333333334, 0.6547619047619048, 0.9285714285714286, 0.7142857142857143, 0.8452380952380952]
  mean: 0.8722222222, std: 0.1197176909
F1 Score: [0.928409090909091, 0.9163703598350164, 0.8434408602150538, 0.9523809523809523, 0.8916129032258064, 0.9642806520198441, 0.9642806520198441, 0.9523539421440725, 0.9642806520198441, 0.9761769710720363, 0.4957983193277311, 0.6080450522928399, 0.928409090909091, 0.6888888888888889, 0.8414403949470016]
  mean: 0.8610779188, std: 0.1420621814
Accuracy Intime: [0.8823529411764706, 1.0, 0.9705882352941176, 0.9705882352941176, 1.0, 0.9411764705882353, 0.9705882352941176, 0.9705882352941176, 1.0, 1.0, 1.0, 1.0, 0.9411764705882353, 0.9705882352941176, 1.0]
  mean: 0.9745098039, std: 0.0319794244
F1 In Time: [0.8819444444444444, 1.0, 0.970357454228422, 0.970357454228422, 1.0, 0.9411764705882353, 0.9705627705627706, 0.9705627705627706, 1.0, 1.0, 1.0, 1.0, 0.9403508771929825, 0.970357454228422, 1.0]
  mean: 0.9743779797, std: 0.0321218133
--------------------------------------------------
Subject Number: 11
Accuracy Cross: [0.9285714285714286, 0.8928571428571429, 0.9166666666666666, 0.8690476190476191, 0.9285714285714286, 0.8928571428571429, 0.9523809523809523, 0.9404761904761905, 0.9523809523809523, 0.9166666666666666, 0.9761904761904762, 0.9880952380952381, 0.9761904761904762, 0.9880952380952381, 0.9880952380952381]
  mean: 0.9404761905, std: 0.0371408221
F1 Score: [0.928409090909091, 0.8921078921078921, 0.916083916083916, 0.86676279740447, 0.9282051282051282, 0.8916129032258064, 0.9522727272727273, 0.9402645427392974, 0.9522727272727273, 0.916083916083916, 0.9761769710720363, 0.9880935506732813, 0.9761904761904762, 0.9880935506732813, 0.9880935506732813]
  mean: 0.9400482494, std: 0.0376606308
Accuracy Intime: [0.9411764705882353, 0.9705882352941176, 1.0, 1.0, 1.0, 1.0, 0.9705882352941176, 0.9705882352941176, 1.0, 1.0, 0.9411764705882353, 1.0, 0.8823529411764706, 0.9705882352941176, 1.0]
  mean: 0.9764705882, std: 0.0325749955
F1 In Time: [0.9411764705882353, 0.9705627705627706, 1.0, 1.0, 1.0, 1.0, 0.9705627705627706, 0.970357454228422, 1.0, 1.0, 0.9411764705882353, 1.0, 0.8819444444444444, 0.9705627705627706, 1.0]
  mean: 0.9764228768, std: 0.0326574650
--------------------------------------------------
Subject Number: 12
Accuracy Cross: [0.8333333333333334, 0.9166666666666666, 0.9642857142857143, 0.8809523809523809, 0.9047619047619048, 0.9047619047619048, 0.9642857142857143, 0.9523809523809523, 0.8690476190476191, 0.9285714285714286, 0.9166666666666666, 0.9285714285714286, 0.9166666666666666, 0.8928571428571429, 0.8690476190476191]
  mean: 0.9095238095, std: 0.0355286179
F1 Score: [0.8285714285714285, 0.916083916083916, 0.9642401021711366, 0.8792409430707303, 0.9038901601830663, 0.9042735042735043, 0.9642401021711366, 0.9522727272727273, 0.86676279740447, 0.9282051282051282, 0.9165602383993188, 0.9285714285714286, 0.9165602383993188, 0.89272030651341, 0.8685819940264543]
  mean: 0.9087183344, std: 0.0364929970
Accuracy Intime: [0.8823529411764706, 1.0, 1.0, 1.0, 0.96875, 0.9705882352941176, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9705882352941176, 1.0, 1.0]
  mean: 0.9861519608, std: 0.0301893733
F1 In Time: [0.8819444444444444, 1.0, 1.0, 1.0, 0.9687194525904204, 0.9705627705627706, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9705627705627706, 1.0, 1.0]
  mean: 0.9861192959, std: 0.0302859468
--------------------------------------------------
Subject Number: 13
Accuracy Cross: [0.8095238095238095, 0.8452380952380952, 0.9166666666666666, 0.8452380952380952, 0.7738095238095238, 0.9642857142857143, 0.8928571428571429, 0.9642857142857143, 0.9404761904761905, 0.9523809523809523, 0.9285714285714286, 0.9166666666666666, 1.0, 0.9761904761904762, 0.9761904761904762]
  mean: 0.9134920635, std: 0.0648369469
F1 Score: [0.8040816326530613, 0.8434408602150538, 0.9163703598350164, 0.8414403949470016, 0.7641495492832866, 0.9642401021711366, 0.8916129032258064, 0.9642806520198441, 0.9402645427392974, 0.9522727272727273, 0.9282051282051282, 0.916083916083916, 1.0, 0.9761769710720363, 0.9761769710720363]
  mean: 0.9119197807, std: 0.0672128480
Accuracy Intime: [0.9705882352941176, 1.0, 0.9705882352941176, 1.0, 1.0, 0.9705882352941176, 0.9117647058823529, 1.0, 0.9117647058823529, 1.0, 0.9411764705882353, 1.0, 1.0, 0.9411764705882353, 1.0]
  mean: 0.9745098039, std: 0.0319794244
F1 In Time: [0.9705627705627706, 1.0, 0.970357454228422, 1.0, 1.0, 0.9705627705627706, 0.9116883116883117, 1.0, 0.9116883116883117, 1.0, 0.9411764705882353, 1.0, 1.0, 0.9411764705882353, 1.0]
  mean: 0.9744808373, std: 0.0320017607
--------------------------------------------------
Subject Number: 14
Accuracy Cross: [0.8095238095238095, 0.9404761904761905, 0.9166666666666666, 0.9166666666666666, 0.8928571428571429, 0.9761904761904762, 0.9761904761904762, 0.8809523809523809, 0.9642857142857143, 0.9761904761904762, 0.6547619047619048, 0.7261904761904762, 0.8571428571428571, 0.6785714285714286, 0.75]
  mean: 0.8611111111, std: 0.1075096602
F1 Score: [0.8067855089131685, 0.9404001702852277, 0.9166548547129695, 0.9166548547129695, 0.8916129032258064, 0.9761769710720363, 0.9761769710720363, 0.8792409430707303, 0.9642401021711366, 0.9761769710720363, 0.6080450522928399, 0.7039987743220468, 0.8541666666666667, 0.6415362731152205, 0.7333333333333334]
  mean: 0.8523466900, std: 0.1208818491
Accuracy Intime: [0.8823529411764706, 0.9705882352941176, 0.9705882352941176, 1.0, 0.96875, 0.9117647058823529, 0.7647058823529411, 0.9705882352941176, 1.0, 0.96875, 0.9705882352941176, 0.8529411764705882, 1.0, 1.0, 1.0]
  mean: 0.9487745098, std: 0.0656599761
F1 In Time: [0.8819444444444444, 0.970357454228422, 0.9705627705627706, 1.0, 0.9687194525904204, 0.9116883116883117, 0.7509157509157509, 0.9705627705627706, 1.0, 0.9687194525904204, 0.9705627705627706, 0.8464317976513098, 1.0, 1.0, 1.0]
  mean: 0.9473643317, std: 0.0689153094
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accuracy_cross_list: [0.9333333333333333, 0.9404761904761905, 0.838888888888889, 0.9126984126984127, 0.8960317460317458, 0.8952380952380953, 0.8714285714285714, 0.9690476190476189, 0.9246031746031745, 0.8722222222222221, 0.9404761904761905, 0.9095238095238094, 0.9134920634920635, 0.8611111111111112]
f1_score_list: [0.9328829389491651, 0.9398663234777742, 0.8322377132381393, 0.9116367550776787, 0.8947054048777816, 0.8941355594102678, 0.8636582791248643, 0.9688850630119823, 0.923578345668555, 0.8610779188138075, 0.9400482493724884, 0.9087183343544784, 0.9119197807196898, 0.8523466900025483]
accuracy_intime_list: [0.9640931372549021, 0.9700980392156864, 0.9330882352941177, 0.9704656862745099, 0.9450980392156864, 0.9645833333333335, 0.922794117647059, 0.9921568627450981, 0.9901960784313726, 0.9745098039215686, 0.9764705882352942, 0.9861519607843138, 0.9745098039215687, 0.9487745098039216]
f1_in_time_list: [0.9638460870320142, 0.9698920410914819, 0.9311239027024886, 0.9700228451501796, 0.9432459393968159, 0.9643701643429498, 0.9198039669364576, 0.992150072150072, 0.9901875901875902, 0.9743779797357647, 0.9764228767691765, 0.9861192958773604, 0.9744808373271372, 0.947364331719826]
**************************************************
Mean Accuracy: 0.9056122449
Mean F1: 0.9025498111
Std Accuracy: 0.0344621315
Std F1: 0.0374153196
Mean Accuracy (Intime): 0.9652135854
Std Accuracy (Intime): 0.0200845766
Mean F1 (Intime): 0.9645291379
Std F1 (Intime): 0.0209560651
ACC: 90.56±3.45
F1: 90.25±3.74
Intime: 96.52±2.01
F1 (Intime): 96.45±2.10
