Learning Rate: 0.001

Subject Number: 1
Accuracy Cross: [0.9375, 0.9375, 0.9375, 0.8125, 0.875, 0.9393939393939394, 0.9090909090909091, 0.7575757575757576, 0.7575757575757576, 0.7575757575757576, 0.9375, 0.875, 0.96875, 0.96875, 0.96875]
  mean: 0.8893308081, std: 0.0772407424
F1 Score: [0.9372549019607843, 0.9372549019607843, 0.9372549019607843, 0.8117647058823529, 0.8745098039215686, 0.9379699248120301, 0.905982905982906, 0.7272727272727273, 0.7272727272727273, 0.7272727272727273, 0.9372549019607843, 0.875, 0.9684729064039409, 0.9684729064039409, 0.9684729064039409]
  mean: 0.8827655900, std: 0.0876370599
Accuracy Intime: [0.9285714285714286, 1.0, 1.0, 1.0, 1.0, 0.8571428571428571, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9857142857, std: 0.0386858972
F1 In Time: [0.9282051282051282, 1.0, 1.0, 1.0, 1.0, 0.8571428571428571, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9856898657, std: 0.0387220589
--------------------------------------------------
Subject Number: 2
Accuracy Cross: [0.7272727272727273, 0.5151515151515151, 0.7878787878787878, 0.7272727272727273, 0.696969696969697, 1.0, 1.0, 0.96875, 0.96875, 1.0, 0.5757575757575758, 0.8484848484848485, 0.8484848484848485, 0.5151515151515151, 0.48484848484848486]
  mean: 0.7776515152, std: 0.1839177361
F1 Score: [0.7262672811059908, 0.47619047619047616, 0.7870967741935484, 0.7272727272727273, 0.6944444444444444, 1.0, 1.0, 0.9684729064039409, 0.9684729064039409, 1.0, 0.5416666666666666, 0.8484848484848485, 0.8484848484848485, 0.45454545454545453, 0.40634920634920635]
  mean: 0.7631832360, std: 0.2047858129
Accuracy Intime: [1.0, 0.9285714285714286, 1.0, 1.0, 0.9166666666666666, 1.0, 0.9285714285714286, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9849206349, std: 0.0302629777
F1 In Time: [1.0, 0.9282051282051282, 1.0, 1.0, 0.916083916083916, 1.0, 0.9251336898395721, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9846281823, std: 0.0308296237
--------------------------------------------------
Subject Number: 3
Accuracy Cross: [1.0, 0.96875, 1.0, 0.9375, 1.0, 0.8787878787878788, 1.0, 1.0, 1.0, 1.0, 0.9696969696969697, 0.9090909090909091, 1.0, 0.9090909090909091, 1.0]
  mean: 0.9715277778, std: 0.0407123065
F1 Score: [1.0, 0.967967967967968, 1.0, 0.9352226720647774, 1.0, 0.8786764705882353, 1.0, 1.0, 1.0, 1.0, 0.9692451071761417, 0.905982905982906, 1.0, 0.905982905982906, 1.0]
  mean: 0.9708718687, std: 0.0415043154
Accuracy Intime: [0.9285714285714286, 1.0, 1.0, 1.0, 1.0, 0.9285714285714286, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9904761905, std: 0.0242810453
F1 In Time: [0.9251336898395721, 1.0, 1.0, 1.0, 1.0, 0.9251336898395721, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9900178253, std: 0.0254496518
--------------------------------------------------
Subject Number: 4
Accuracy Cross: [0.8787878787878788, 0.9090909090909091, 0.8787878787878788, 0.9090909090909091, 0.8484848484848485, 0.6363636363636364, 0.9090909090909091, 0.9090909090909091, 0.9090909090909091, 0.8787878787878788, 0.5757575757575758, 0.6666666666666666, 0.6363636363636364, 0.6666666666666666, 0.696969696969697]
  mean: 0.7939393939, std: 0.1238105329
F1 Score: [0.8777777777777778, 0.9087557603686636, 0.8777777777777778, 0.907735321528425, 0.847926267281106, 0.6071428571428572, 0.9087557603686636, 0.9087557603686636, 0.905982905982906, 0.8786764705882353, 0.5722222222222222, 0.6666666666666666, 0.6360294117647058, 0.6616961789375583, 0.6944444444444444]
  mean: 0.7906897055, std: 0.1269169874
Accuracy Intime: [0.9285714285714286, 1.0, 0.8571428571428571, 0.9166666666666666, 1.0, 1.0, 1.0, 0.9285714285714286, 1.0, 1.0, 0.9285714285714286, 1.0, 1.0, 0.9166666666666666, 0.9166666666666666]
  mean: 0.9595238095, std: 0.0461683796
F1 In Time: [0.9282051282051282, 1.0, 0.8444444444444444, 0.916083916083916, 1.0, 1.0, 1.0, 0.9251336898395721, 1.0, 1.0, 0.9282051282051282, 1.0, 1.0, 0.916083916083916, 0.916083916083916]
  mean: 0.9582826759, std: 0.0483957319
--------------------------------------------------
Subject Number: 5
Accuracy Cross: [0.9375, 0.96875, 1.0, 0.96875, 1.0, 0.5, 0.46875, 0.59375, 0.4375, 0.4375, 0.96875, 0.875, 0.96875, 0.96875, 0.96875]
  mean: 0.8041666667, std: 0.2280655364
F1 Score: [0.9372549019607843, 0.9684729064039409, 1.0, 0.967967967967968, 1.0, 0.4181818181818182, 0.36374269005847953, 0.5588547189819725, 0.30434782608695654, 0.30434782608695654, 0.967967967967968, 0.8666666666666667, 0.967967967967968, 0.967967967967968, 0.967967967967968]
  mean: 0.7707806130, std: 0.2763481912
Accuracy Intime: [1.0, 0.8571428571428571, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0]
  mean: 0.9793650794, std: 0.0431354865
F1 In Time: [1.0, 0.8571428571428571, 0.9111111111111111, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9111111111111111, 1.0, 1.0]
  mean: 0.9786243386, std: 0.0442393859
--------------------------------------------------
Subject Number: 6
Accuracy Cross: [0.53125, 0.4375, 0.4375, 0.625, 0.53125, 0.9090909090909091, 0.8787878787878788, 0.8484848484848485, 0.8787878787878788, 0.7878787878787878, 0.9090909090909091, 0.9696969696969697, 0.9696969696969697, 0.9696969696969697, 0.9696969696969697]
  mean: 0.7768939394, std: 0.1972789797
F1 Score: [0.4684385382059801, 0.34545454545454546, 0.34545454545454546, 0.6, 0.4909862142099682, 0.9087557603686636, 0.8730769230769231, 0.8390243902439025, 0.8777777777777778, 0.7664307381193125, 0.9087557603686636, 0.9692451071761417, 0.9695852534562213, 0.9692451071761417, 0.9692451071761417]
  mean: 0.7534317179, std: 0.2278160831
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 0.9166666666666666, 1.0, 0.9166666666666666, 0.9285714285714286, 1.0, 0.9166666666666666, 1.0, 0.8333333333333334]
  mean: 0.9619047619, std: 0.0509175077
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 0.9111111111111111, 1.0, 0.916083916083916, 0.9251336898395721, 1.0, 0.9111111111111111, 1.0, 0.8285714285714285]
  mean: 0.9605396782, std: 0.0526132125
--------------------------------------------------
Subject Number: 7
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 0.9375, 0.9375, 1.0, 0.9375, 1.0, 1.0, 0.9375, 0.9375, 0.90625, 0.96875, 0.96875]
  mean: 0.9687500000, std: 0.0322748612
F1 Score: [1.0, 1.0, 1.0, 1.0, 0.9372549019607843, 0.9352226720647774, 1.0, 0.9352226720647774, 1.0, 1.0, 0.9372549019607843, 0.9372549019607843, 0.906158357771261, 0.967967967967968, 0.967967967967968]
  mean: 0.9682869562, std: 0.0326349968
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9888888889, std: 0.0283278862
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9888111888, std: 0.0285259833
--------------------------------------------------
Subject Number: 8
Accuracy Cross: [0.875, 0.71875, 0.71875, 0.75, 0.65625, 0.75, 0.78125, 0.65625, 0.78125, 0.71875, 0.875, 0.90625, 1.0, 1.0, 0.8125]
  mean: 0.8000000000, std: 0.1063112569
F1 Score: [0.875, 0.7117117117117118, 0.7117117117117118, 0.75, 0.6389743589743591, 0.722943722943723, 0.7793103448275862, 0.6476476476476476, 0.7757757757757757, 0.716256157635468, 0.8745098039215686, 0.9015384615384616, 1.0, 1.0, 0.8056680161943319]
  mean: 0.7940698475, std: 0.1102080190
Accuracy Intime: [1.0, 1.0, 1.0, 0.8333333333333334, 0.6666666666666666, 0.9285714285714286, 1.0, 0.9166666666666666, 1.0, 0.8333333333333334, 1.0, 1.0, 1.0, 0.75, 0.75]
  mean: 0.9119047619, std: 0.1117442280
F1 In Time: [1.0, 1.0, 1.0, 0.8285714285714285, 0.6571428571428571, 0.9251336898395721, 1.0, 0.9111111111111111, 1.0, 0.8285714285714285, 1.0, 1.0, 1.0, 0.7333333333333334, 0.7333333333333334]
  mean: 0.9078131455, std: 0.1167843339
--------------------------------------------------
Subject Number: 9
Accuracy Cross: [0.875, 0.90625, 0.78125, 0.90625, 0.9375, 0.96875, 0.96875, 0.9375, 0.96875, 0.96875, 1.0, 0.875, 0.90625, 0.8125, 0.9375]
  mean: 0.9166666667, std: 0.0589255651
F1 Score: [0.875, 0.906158357771261, 0.7793103448275862, 0.906158357771261, 0.9372549019607843, 0.967967967967968, 0.967967967967968, 0.9352226720647774, 0.967967967967968, 0.967967967967968, 1.0, 0.8666666666666667, 0.906158357771261, 0.8117647058823529, 0.9365079365079365]
  mean: 0.9154716115, std: 0.0594703053
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 0.9166666666666666, 0.75]
  mean: 0.9666666667, std: 0.0666666667
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 0.916083916083916, 0.7333333333333334]
  mean: 0.9654390054, std: 0.0703893474
--------------------------------------------------
Subject Number: 10
Accuracy Cross: [0.84375, 0.90625, 0.78125, 0.90625, 0.78125, 0.96875, 0.96875, 0.96875, 0.96875, 0.9375, 0.9696969696969697, 0.9393939393939394, 0.9696969696969697, 0.9090909090909091, 0.9696969696969697]
  mean: 0.9192550505, std: 0.0645001229
F1 Score: [0.8435972629521017, 0.906158357771261, 0.7793103448275862, 0.906158357771261, 0.7793103448275862, 0.9684729064039409, 0.9684729064039409, 0.9684729064039409, 0.9684729064039409, 0.9352226720647774, 0.9692451071761417, 0.9379699248120301, 0.9692451071761417, 0.905982905982906, 0.9692451071761417]
  mean: 0.9183558079, std: 0.0649061000
Accuracy Intime: [0.9285714285714286, 1.0, 1.0, 1.0, 0.9166666666666666, 0.9285714285714286, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9793650794, std: 0.0343569219
F1 In Time: [0.9282051282051282, 1.0, 1.0, 1.0, 0.916083916083916, 0.9282051282051282, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9792385392, std: 0.0345709432
--------------------------------------------------
Subject Number: 11
Accuracy Cross: [0.9090909090909091, 0.9393939393939394, 0.6666666666666666, 0.7272727272727273, 0.9393939393939394, 0.9090909090909091, 0.9090909090909091, 0.8181818181818182, 0.9090909090909091, 0.8787878787878788, 0.8484848484848485, 0.8787878787878788, 0.7878787878787878, 0.9696969696969697, 0.7878787878787878]
  mean: 0.8585858586, std: 0.0825568353
F1 Score: [0.905982905982906, 0.9379699248120301, 0.6552706552706553, 0.723205964585275, 0.9379699248120301, 0.9090909090909091, 0.9090909090909091, 0.8166666666666667, 0.9087557603686636, 0.8786764705882353, 0.847926267281106, 0.8786764705882353, 0.7870967741935484, 0.9695852534562213, 0.7847157502329916]
  mean: 0.8567120405, std: 0.0847141301
Accuracy Intime: [1.0, 0.9285714285714286, 1.0, 0.9166666666666666, 1.0, 0.9285714285714286, 1.0, 1.0, 0.9166666666666666, 0.9166666666666666, 1.0, 0.9285714285714286, 1.0, 0.9166666666666666, 0.9166666666666666]
  mean: 0.9579365079, std: 0.0395712726
F1 In Time: [1.0, 0.9251336898395721, 1.0, 0.916083916083916, 1.0, 0.9251336898395721, 1.0, 1.0, 0.916083916083916, 0.916083916083916, 1.0, 0.9282051282051282, 1.0, 0.916083916083916, 0.916083916083916]
  mean: 0.9572594726, std: 0.0401436486
--------------------------------------------------
Subject Number: 12
Accuracy Cross: [0.84375, 0.90625, 0.90625, 0.90625, 0.84375, 0.8484848484848485, 0.8484848484848485, 0.9696969696969697, 0.9696969696969697, 0.7272727272727273, 0.78125, 0.875, 0.875, 0.875, 0.84375]
  mean: 0.8679924242, std: 0.0605950116
F1 Score: [0.8398398398398399, 0.9015384615384616, 0.9015384615384616, 0.9039039039039038, 0.8303287380699894, 0.8433048433048433, 0.8390243902439025, 0.9692451071761417, 0.9692451071761417, 0.6857142857142857, 0.7793103448275862, 0.875, 0.8745098039215686, 0.8745098039215686, 0.8435972629521017]
  mean: 0.8620406903, std: 0.0678193338
Accuracy Intime: [0.7857142857142857, 1.0, 1.0, 0.9166666666666666, 0.9166666666666666, 0.7857142857142857, 1.0, 1.0, 1.0, 0.5833333333333334, 0.8571428571428571, 1.0, 1.0, 0.9166666666666666, 1.0]
  mean: 0.9174603175, std: 0.1167611107
F1 In Time: [0.7846153846153847, 1.0, 1.0, 0.916083916083916, 0.916083916083916, 0.7846153846153847, 1.0, 1.0, 1.0, 0.4957983193277311, 0.8571428571428571, 1.0, 1.0, 0.916083916083916, 1.0]
  mean: 0.9113615796, std: 0.1343336014
--------------------------------------------------
Subject Number: 13
Accuracy Cross: [0.90625, 0.96875, 0.96875, 0.96875, 0.96875, 0.8787878787878788, 0.8484848484848485, 0.9090909090909091, 0.7575757575757576, 0.8484848484848485, 0.875, 0.90625, 0.875, 0.9375, 0.875]
  mean: 0.8994949495, std: 0.0567959412
F1 Score: [0.9039039039039038, 0.9684729064039409, 0.9684729064039409, 0.9684729064039409, 0.9684729064039409, 0.8786764705882353, 0.847926267281106, 0.905982905982906, 0.7555555555555555, 0.847926267281106, 0.8745098039215686, 0.9039039039039038, 0.8704453441295547, 0.9365079365079365, 0.8745098039215686]
  mean: 0.8982493192, std: 0.0571678835
Accuracy Intime: [0.9285714285714286, 1.0, 1.0, 0.9166666666666666, 1.0, 0.9285714285714286, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0]
  mean: 0.9793650794, std: 0.0343569219
F1 In Time: [0.9282051282051282, 1.0, 1.0, 0.916083916083916, 1.0, 0.9282051282051282, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8991596638655461, 1.0, 1.0]
  mean: 0.9781102558, std: 0.0368169130
--------------------------------------------------
Subject Number: 14
Accuracy Cross: [0.5625, 0.65625, 0.5625, 0.6875, 0.5625, 0.78125, 0.71875, 0.84375, 0.6875, 0.65625, 0.90625, 0.8125, 0.875, 0.90625, 0.90625]
  mean: 0.7416666667, std: 0.1247219129
F1 Score: [0.36, 0.5594493116395495, 0.36, 0.6135265700483092, 0.36, 0.7810361681329423, 0.716256157635468, 0.8435972629521017, 0.6825396825396826, 0.6476476476476476, 0.9015384615384616, 0.8, 0.8666666666666667, 0.9015384615384616, 0.9039039039039038]
  mean: 0.6865133529, std: 0.1936303724
Accuracy Intime: [1.0, 1.0, 0.9166666666666666, 1.0, 0.75, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 0.9166666666666666]
  mean: 0.9611111111, std: 0.0671280332
F1 In Time: [1.0, 1.0, 0.9111111111111111, 1.0, 0.7333333333333334, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 0.916083916083916, 0.916083916083916]
  mean: 0.9595130795, std: 0.0709695766
--------------------------------------------------
Subject Number: 15
Accuracy Cross: [0.875, 0.9375, 0.90625, 0.875, 0.84375, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9375, 0.96875, 0.90625, 0.9375, 0.90625]
  mean: 0.9395833333, std: 0.0516229654
F1 Score: [0.8666666666666667, 0.9352226720647774, 0.9015384615384616, 0.8666666666666667, 0.8303287380699894, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9372549019607843, 0.9684729064039409, 0.906158357771261, 0.9372549019607843, 0.906158357771261]
  mean: 0.9370481754, std: 0.0549369615
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 1.0000000000, std: 0.0000000000
F1 In Time: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 1.0000000000, std: 0.0000000000
--------------------------------------------------
Subject Number: 16
Accuracy Cross: [0.8125, 0.8125, 0.84375, 0.90625, 0.8125, 0.78125, 0.53125, 0.65625, 0.71875, 0.53125, 0.875, 1.0, 0.875, 0.96875, 0.96875]
  mean: 0.8062500000, std: 0.1398473871
F1 Score: [0.8056680161943319, 0.8, 0.8358974358974359, 0.9015384615384616, 0.8, 0.7793103448275862, 0.4684385382059801, 0.6389743589743591, 0.718475073313783, 0.4684385382059801, 0.875, 1.0, 0.8745098039215686, 0.967967967967968, 0.9684729064039409]
  mean: 0.7935127630, std: 0.1574044166
Accuracy Intime: [0.9285714285714286, 1.0, 1.0, 1.0, 1.0, 0.9285714285714286, 1.0, 0.8333333333333334, 0.9166666666666666, 1.0, 0.7857142857142857, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9595238095, std: 0.0664679578
F1 In Time: [0.9251336898395721, 1.0, 1.0, 1.0, 1.0, 0.9251336898395721, 1.0, 0.8285714285714285, 0.916083916083916, 1.0, 0.7754010695187166, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9580215863, std: 0.0691141396
--------------------------------------------------
Subject Number: 17
Accuracy Cross: [0.9090909090909091, 0.8484848484848485, 0.9090909090909091, 0.8484848484848485, 0.9090909090909091, 0.9090909090909091, 0.9393939393939394, 0.9393939393939394, 0.9393939393939394, 0.9696969696969697, 0.90625, 0.90625, 0.8125, 0.84375, 0.875]
  mean: 0.8976641414, std: 0.0421055096
F1 Score: [0.9087557603686636, 0.8484848484848485, 0.9087557603686636, 0.8462255358807083, 0.9087557603686636, 0.9087557603686636, 0.9379699248120301, 0.9388888888888889, 0.9379699248120301, 0.9692451071761417, 0.9039039039039038, 0.9039039039039038, 0.7922077922077921, 0.8303287380699894, 0.8666666666666667]
  mean: 0.8940545518, std: 0.0462798946
Accuracy Intime: [1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 0.9166666666666666, 1.0, 0.9285714285714286, 0.9285714285714286, 1.0, 1.0]
  mean: 0.9682539683, std: 0.0494998925
F1 In Time: [1.0, 1.0, 1.0, 0.8285714285714285, 1.0, 1.0, 1.0, 1.0, 0.916083916083916, 0.916083916083916, 1.0, 0.9282051282051282, 0.9282051282051282, 1.0, 1.0]
  mean: 0.9678099678, std: 0.0504893441
--------------------------------------------------
Subject Number: 18
Accuracy Cross: [0.9696969696969697, 0.9696969696969697, 0.9090909090909091, 0.8787878787878788, 0.7272727272727273, 0.65625, 0.875, 0.65625, 0.8125, 0.78125, 0.90625, 0.9375, 0.8125, 0.875, 0.9375]
  mean: 0.8469696970, std: 0.1000810335
F1 Score: [0.9692451071761417, 0.9692451071761417, 0.905982905982906, 0.8759398496240601, 0.723205964585275, 0.6389743589743591, 0.875, 0.6389743589743591, 0.8117647058823529, 0.7793103448275862, 0.906158357771261, 0.9365079365079365, 0.8125, 0.873015873015873, 0.9365079365079365]
  mean: 0.8434888538, std: 0.1045278750
Accuracy Intime: [0.9285714285714286, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9952380952, std: 0.0178174161
F1 In Time: [0.9251336898395721, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9950089127, std: 0.0186749388
--------------------------------------------------
Subject Number: 19
Accuracy Cross: [0.59375, 0.59375, 0.625, 0.625, 0.5625, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8125, 0.78125, 0.8125, 0.8125, 0.875]
  mean: 0.8062500000, std: 0.1650441860
F1 Score: [0.5588547189819725, 0.539313399778516, 0.5844155844155844, 0.5636363636363637, 0.49090909090909085, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8117647058823529, 0.7757757757757757, 0.8095238095238095, 0.8095238095238095, 0.873015873015873]
  mean: 0.7877822088, std: 0.1876146721
Accuracy Intime: [0.8571428571428571, 1.0, 1.0, 1.0, 0.8333333333333334, 0.6428571428571429, 1.0, 1.0, 1.0, 1.0, 0.6428571428571429, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9317460317, std: 0.1247421124
F1 In Time: [0.8571428571428571, 1.0, 1.0, 1.0, 0.8285714285714285, 0.641025641025641, 1.0, 1.0, 1.0, 1.0, 0.625668449197861, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9301605584, std: 0.1279633814
--------------------------------------------------
Subject Number: 20
Accuracy Cross: [0.59375, 0.71875, 0.625, 0.625, 0.75, 0.90625, 0.78125, 0.90625, 0.8125, 0.78125, 0.48484848484848486, 0.7272727272727273, 0.7575757575757576, 0.8484848484848485, 0.7272727272727273]
  mean: 0.7363636364, std: 0.1124378080
F1 Score: [0.5733333333333333, 0.716256157635468, 0.611336032388664, 0.6190476190476191, 0.75, 0.9039039039039038, 0.7793103448275862, 0.9039039039039038, 0.8, 0.751937984496124, 0.4327603640040445, 0.723205964585275, 0.7573529411764706, 0.8462255358807083, 0.723205964585275]
  mean: 0.7261186700, std: 0.1217366374
Accuracy Intime: [1.0, 1.0, 0.9166666666666666, 0.75, 1.0, 1.0, 0.9285714285714286, 1.0, 0.6666666666666666, 0.75, 1.0, 1.0, 0.9166666666666666, 0.8333333333333334, 0.6666666666666666]
  mean: 0.8952380952, std: 0.1236568045
F1 In Time: [1.0, 1.0, 0.9111111111111111, 0.7333333333333334, 1.0, 1.0, 0.9282051282051282, 1.0, 0.6571428571428571, 0.7482517482517483, 1.0, 1.0, 0.8991596638655461, 0.8333333333333334, 0.6571428571428571]
  mean: 0.8911786688, std: 0.1272691090
--------------------------------------------------
Subject Number: 21
Accuracy Cross: [0.9375, 0.9375, 0.90625, 0.9375, 0.90625, 0.90625, 0.875, 0.9375, 0.875, 0.875, 0.65625, 0.625, 0.65625, 0.625, 0.65625]
  mean: 0.8208333333, std: 0.1273051343
F1 Score: [0.9352226720647774, 0.9352226720647774, 0.9015384615384616, 0.9352226720647774, 0.9015384615384616, 0.9039039039039038, 0.8745098039215686, 0.9365079365079365, 0.8704453441295547, 0.8704453441295547, 0.6389743589743591, 0.6, 0.6389743589743591, 0.611336032388664, 0.6389743589743591]
  mean: 0.8128544254, std: 0.1344832563
Accuracy Intime: [0.9285714285714286, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 1.0, 0.9166666666666666, 0.9166666666666666, 1.0]
  mean: 0.9674603175, std: 0.0502199747
F1 In Time: [0.9251336898395721, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 0.8285714285714285, 1.0, 1.0, 1.0, 0.8991596638655461, 0.916083916083916, 1.0]
  mean: 0.9656688410, std: 0.0526408485
--------------------------------------------------
Subject Number: 22
Accuracy Cross: [0.90625, 0.84375, 0.96875, 0.90625, 0.90625, 0.6363636363636364, 0.6363636363636364, 0.9090909090909091, 0.9696969696969697, 0.8787878787878788, 0.71875, 0.625, 0.5625, 0.75, 0.71875]
  mean: 0.7957702020, std: 0.1334623434
F1 Score: [0.9039039039039038, 0.8358974358974359, 0.967967967967968, 0.9015384615384616, 0.9015384615384616, 0.6192307692307693, 0.6192307692307693, 0.905982905982906, 0.9692451071761417, 0.8730769230769231, 0.716256157635468, 0.6190476190476191, 0.5465587044534412, 0.7490196078431373, 0.718475073313783]
  mean: 0.7897979912, std: 0.1373955209
Accuracy Intime: [1.0, 1.0, 0.9166666666666666, 0.9166666666666666, 0.8333333333333334, 0.9285714285714286, 1.0, 1.0, 0.6666666666666666, 0.75, 1.0, 1.0, 1.0, 0.8333333333333334, 0.9166666666666666]
  mean: 0.9174603175, std: 0.1009653581
F1 In Time: [1.0, 1.0, 0.9111111111111111, 0.916083916083916, 0.8285714285714285, 0.9282051282051282, 1.0, 1.0, 0.6571428571428571, 0.7333333333333334, 1.0, 1.0, 1.0, 0.8285714285714285, 0.916083916083916]
  mean: 0.9146068746, std: 0.1049436071
--------------------------------------------------
Subject Number: 23
Accuracy Cross: [0.9696969696969697, 0.9393939393939394, 1.0, 1.0, 0.9696969696969697, 0.9375, 0.9375, 0.9375, 0.9375, 0.9375, 0.8787878787878788, 0.7575757575757576, 0.7878787878787878, 0.7575757575757576, 0.8181818181818182]
  mean: 0.9044191919, std: 0.0809486230
F1 Score: [0.9695852534562213, 0.9379699248120301, 1.0, 1.0, 0.9692451071761417, 0.9372549019607843, 0.9372549019607843, 0.9352226720647774, 0.9365079365079365, 0.9372549019607843, 0.8730769230769231, 0.7272727272727273, 0.7664307381193125, 0.7272727272727273, 0.8035714285714286]
  mean: 0.8971946763, std: 0.0913715491
Accuracy Intime: [0.8571428571428571, 1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9793650794, std: 0.0527882195
F1 In Time: [0.8571428571428571, 1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9793650794, std: 0.0527882195
--------------------------------------------------
Subject Number: 24
Accuracy Cross: [0.84375, 1.0, 0.9375, 0.90625, 0.875, 0.90625, 0.9375, 0.96875, 0.96875, 0.96875, 0.90625, 0.9375, 0.90625, 0.875, 0.96875]
  mean: 0.9270833333, std: 0.0421842849
F1 Score: [0.8303287380699894, 1.0, 0.9352226720647774, 0.9015384615384616, 0.875, 0.906158357771261, 0.9372549019607843, 0.9684729064039409, 0.9684729064039409, 0.9684729064039409, 0.9015384615384616, 0.9352226720647774, 0.9015384615384616, 0.8666666666666667, 0.967967967967968]
  mean: 0.9242570720, std: 0.0449915555
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.75, 0.9285714285714286, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 0.9166666666666666]
  mean: 0.9619047619, std: 0.0666666667
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.7333333333333334, 0.9251336898395721, 1.0, 0.9111111111111111, 1.0, 1.0, 1.0, 1.0, 1.0, 0.916083916083916, 0.916083916083916]
  mean: 0.9601163978, std: 0.0706354974
--------------------------------------------------
Subject Number: 25
Accuracy Cross: [0.9090909090909091, 0.9393939393939394, 0.9393939393939394, 0.9090909090909091, 0.8181818181818182, 0.96875, 0.9375, 0.84375, 0.9375, 1.0, 1.0, 1.0, 1.0, 1.0, 0.96875]
  mean: 0.9447601010, std: 0.0549793640
F1 Score: [0.9090909090909091, 0.9393382352941176, 0.9393382352941176, 0.9090909090909091, 0.8166666666666667, 0.967967967967968, 0.9372549019607843, 0.8435972629521017, 0.9372549019607843, 1.0, 1.0, 1.0, 1.0, 1.0, 0.967967967967968]
  mean: 0.9445045305, std: 0.0551913895
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9285714285714286, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9952380952, std: 0.0178174161
F1 In Time: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9282051282051282, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9952136752, std: 0.0179087875
--------------------------------------------------
Subject Number: 26
Accuracy Cross: [0.9696969696969697, 0.9090909090909091, 0.9393939393939394, 0.9393939393939394, 0.9696969696969697, 1.0, 0.96875, 1.0, 1.0, 1.0, 0.90625, 0.9375, 0.9375, 0.96875, 0.90625]
  mean: 0.9568181818, std: 0.0334872194
F1 Score: [0.9695852534562213, 0.9090909090909091, 0.9393382352941176, 0.9393382352941176, 0.9695852534562213, 1.0, 0.9684729064039409, 1.0, 1.0, 1.0, 0.9015384615384616, 0.9352226720647774, 0.9352226720647774, 0.967967967967968, 0.9015384615384616]
  mean: 0.9557934019, std: 0.0346049017
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 1.0, 0.9166666666666666, 0.9166666666666666]
  mean: 0.9722222222, std: 0.0496903995
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 1.0, 0.916083916083916, 0.916083916083916]
  mean: 0.9721056721, std: 0.0498210814
--------------------------------------------------
Subject Number: 27
Accuracy Cross: [0.9090909090909091, 0.8484848484848485, 0.9090909090909091, 0.8484848484848485, 0.9090909090909091, 0.9090909090909091, 0.9393939393939394, 0.9393939393939394, 0.9393939393939394, 0.9696969696969697, 0.90625, 0.90625, 0.8125, 0.84375, 0.875]
  mean: 0.8976641414, std: 0.0421055096
F1 Score: [0.9087557603686636, 0.8484848484848485, 0.9087557603686636, 0.8462255358807083, 0.9087557603686636, 0.9087557603686636, 0.9379699248120301, 0.9388888888888889, 0.9379699248120301, 0.9692451071761417, 0.9039039039039038, 0.9039039039039038, 0.7922077922077921, 0.8303287380699894, 0.8666666666666667]
  mean: 0.8940545518, std: 0.0462798946
Accuracy Intime: [1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 0.9166666666666666, 1.0, 0.9285714285714286, 0.9285714285714286, 1.0, 1.0]
  mean: 0.9682539683, std: 0.0494998925
F1 In Time: [1.0, 1.0, 1.0, 0.8285714285714285, 1.0, 1.0, 1.0, 1.0, 0.916083916083916, 0.916083916083916, 1.0, 0.9282051282051282, 0.9282051282051282, 1.0, 1.0]
  mean: 0.9678099678, std: 0.0504893441
--------------------------------------------------
Subject Number: 28
Accuracy Cross: [0.875, 0.84375, 0.875, 0.875, 0.8125, 0.96875, 0.96875, 0.96875, 0.96875, 0.96875, 0.78125, 0.8125, 0.78125, 0.8125, 0.6875]
  mean: 0.8666666667, std: 0.0849836586
F1 Score: [0.873015873015873, 0.8423645320197044, 0.873015873015873, 0.873015873015873, 0.8125, 0.9684729064039409, 0.9684729064039409, 0.9684729064039409, 0.9684729064039409, 0.9684729064039409, 0.7810361681329423, 0.8, 0.7793103448275862, 0.8095238095238095, 0.6875]
  mean: 0.8649098004, std: 0.0857111298
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8571428571428571, 1.0, 1.0, 1.0, 1.0, 0.9285714285714286, 1.0, 1.0, 1.0]
  mean: 0.9857142857, std: 0.0386858972
F1 In Time: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8444444444444444, 1.0, 1.0, 1.0, 1.0, 0.9251336898395721, 1.0, 1.0, 1.0]
  mean: 0.9846385423, std: 0.0418432627
--------------------------------------------------
Subject Number: 29
Accuracy Cross: [0.9375, 1.0, 0.9375, 0.8125, 0.90625, 0.84375, 0.875, 0.84375, 0.84375, 0.75, 0.8484848484848485, 0.9393939393939394, 0.8787878787878788, 0.9696969696969697, 0.8787878787878788]
  mean: 0.8843434343, std: 0.0629345418
F1 Score: [0.9372549019607843, 1.0, 0.9372549019607843, 0.8117647058823529, 0.9039039039039038, 0.8398398398398399, 0.8704453441295547, 0.8398398398398399, 0.8398398398398399, 0.7333333333333334, 0.847926267281106, 0.9379699248120301, 0.8786764705882353, 0.9692451071761417, 0.8759398496240601]
  mean: 0.8815489487, std: 0.0658082017
Accuracy Intime: [1.0, 1.0, 0.9166666666666666, 1.0, 0.9166666666666666, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8333333333333334]
  mean: 0.9722222222, std: 0.0496903995
F1 In Time: [1.0, 1.0, 0.9111111111111111, 1.0, 0.916083916083916, 1.0, 1.0, 0.9111111111111111, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8285714285714285]
  mean: 0.9711251711, std: 0.0514624765
--------------------------------------------------
**************************************************
accuracy_cross_list: [0.8893308080808081, 0.7776515151515151, 0.9715277777777777, 0.7939393939393938, 0.8041666666666667, 0.7768939393939394, 0.96875, 0.8, 0.9166666666666666, 0.9192550505050505, 0.8585858585858585, 0.8679924242424242, 0.8994949494949495, 0.7416666666666667, 0.9395833333333333, 0.80625, 0.8976641414141414, 0.846969696969697, 0.80625, 0.7363636363636362, 0.8208333333333333, 0.795770202020202, 0.904419191919192, 0.9270833333333334, 0.944760101010101, 0.9568181818181818, 0.8976641414141414, 0.8666666666666667, 0.8843434343434343]
f1_score_list: [0.8827655899647999, 0.7631832360364061, 0.9708718686508623, 0.790689705548045, 0.7707806129511611, 0.7534317178843286, 0.9682869562479404, 0.7940698475254896, 0.9154716115397175, 0.9183558078769134, 0.8567120404680255, 0.8620406902752531, 0.8982493192395408, 0.6865133529495463, 0.9370481753916395, 0.7935127630300932, 0.8940545517521038, 0.8434888538004126, 0.7877822087628767, 0.7261186699845585, 0.8128544254117009, 0.7897979911891458, 0.8971946762808385, 0.9242570720262288, 0.9445045305497551, 0.9557934018779981, 0.8940545517521038, 0.8649098003714245, 0.8815489486781206]
accuracy_intime_list: [0.9857142857142858, 0.9849206349206349, 0.9904761904761905, 0.9595238095238094, 0.9793650793650793, 0.9619047619047618, 0.9888888888888888, 0.9119047619047619, 0.9666666666666666, 0.9793650793650793, 0.9579365079365078, 0.9174603174603175, 0.9793650793650793, 0.9611111111111109, 1.0, 0.9595238095238096, 0.9682539682539683, 0.9952380952380953, 0.9317460317460318, 0.8952380952380952, 0.9674603174603174, 0.9174603174603174, 0.9793650793650793, 0.9619047619047618, 0.9952380952380953, 0.9722222222222221, 0.9682539682539683, 0.9857142857142858, 0.9722222222222222]
f1_in_time_list: [0.9856898656898657, 0.9846281822752411, 0.9900178253119429, 0.9582826759297347, 0.9786243386243387, 0.9605396781867372, 0.9888111888111889, 0.9078131454602044, 0.9654390054390056, 0.9792385392385393, 0.9572594725535903, 0.9113615795968737, 0.9781102557573147, 0.9595130795130796, 1.0, 0.9580215862568804, 0.9678099678099679, 0.9950089126559715, 0.9301605583958525, 0.8911786688257276, 0.9656688409629587, 0.9146068746068747, 0.9793650793650793, 0.9601163977634567, 0.9952136752136752, 0.9721056721056722, 0.9678099678099679, 0.9846385422856012, 0.9711251711251712]
**************************************************
Mean Accuracy: 0.8626676245
Mean F1: 0.8544256199
Std Accuracy: 0.0674080037
Std F1: 0.0754510329
Mean Accuracy (Intime): 0.9653256705
Std Accuracy (Intime): 0.0262224709
Mean F1 (Intime): 0.9640744396
Std F1 (Intime): 0.0274517192
ACC: 86.27±6.74
F1: 85.44±7.55
Intime: 96.53±2.62
F1 (Intime): 96.41±2.75
