Learning Rate: 0.0001

Subject Number: 1
Accuracy Cross: [0.9375, 0.71875, 0.9375, 0.75, 0.90625, 0.9393939393939394, 0.7272727272727273, 0.7878787878787878, 0.8181818181818182, 1.0, 0.875, 0.90625, 0.96875, 0.9375, 0.96875]
  mean: 0.8785984848, std: 0.0907407163
F1 Score: [0.9365079365079365, 0.718475073313783, 0.9372549019607843, 0.7490196078431373, 0.9054187192118226, 0.9388888888888889, 0.723205964585275, 0.7870967741935484, 0.8180147058823529, 1.0, 0.875, 0.9015384615384616, 0.9684729064039409, 0.9372549019607843, 0.9684729064039409]
  mean: 0.8776414499, std: 0.0911509744
Accuracy Intime: [0.9285714285714286, 0.7142857142857143, 1.0, 1.0, 1.0, 0.9285714285714286, 0.8571428571428571, 1.0, 1.0, 0.9166666666666666, 0.9285714285714286, 0.7142857142857143, 1.0, 1.0, 1.0]
  mean: 0.9325396825, std: 0.0957986151
F1 In Time: [0.9282051282051282, 0.65, 1.0, 1.0, 1.0, 0.9282051282051282, 0.8541666666666667, 1.0, 1.0, 0.916083916083916, 0.9282051282051282, 0.7142857142857143, 1.0, 1.0, 1.0]
  mean: 0.9279434454, std: 0.1064654023
--------------------------------------------------
Subject Number: 2
Accuracy Cross: [0.5151515151515151, 0.6363636363636364, 0.6363636363636364, 0.6363636363636364, 0.5151515151515151, 1.0, 0.90625, 0.9375, 0.96875, 0.9375, 1.0, 0.9393939393939394, 0.8787878787878788, 0.9696969696969697, 0.9393939393939394]
  mean: 0.8277777778, std: 0.1755900301
F1 Score: [0.49230769230769234, 0.6360294117647058, 0.6333333333333333, 0.6333333333333333, 0.49230769230769234, 1.0, 0.9039039039039038, 0.9372549019607843, 0.9684729064039409, 0.9372549019607843, 1.0, 0.9379699248120301, 0.8730769230769231, 0.9692451071761417, 0.9379699248120301]
  mean: 0.8234973305, std: 0.1811852928
Accuracy Intime: [1.0, 0.8571428571428571, 1.0, 1.0, 0.9166666666666666, 0.9285714285714286, 0.6428571428571429, 0.7142857142857143, 1.0, 0.9166666666666666, 0.9285714285714286, 1.0, 0.8333333333333334, 1.0, 1.0]
  mean: 0.9158730159, std: 0.1081056098
F1 In Time: [1.0, 0.8444444444444444, 1.0, 1.0, 0.916083916083916, 0.9282051282051282, 0.641025641025641, 0.7083333333333333, 1.0, 0.916083916083916, 0.9282051282051282, 1.0, 0.8125, 1.0, 1.0]
  mean: 0.9129921005, std: 0.1107920041
--------------------------------------------------
Subject Number: 3
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 0.5757575757575758, 0.6363636363636364, 0.6060606060606061, 0.6060606060606061, 0.6666666666666666, 0.8787878787878788, 0.9393939393939394, 0.8787878787878788, 0.8787878787878788, 0.9393939393939394]
  mean: 0.8404040404, std: 0.1639229315
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 0.5557692307692308, 0.6071428571428572, 0.5662285136501517, 0.5662285136501517, 0.6458536585365854, 0.8759398496240601, 0.9379699248120301, 0.8777777777777778, 0.8730769230769231, 0.9379699248120301]
  mean: 0.8295971449, std: 0.1773865594
Accuracy Intime: [0.9285714285714286, 1.0, 0.9285714285714286, 1.0, 1.0, 0.9285714285714286, 1.0, 0.8333333333333334, 0.9166666666666666, 1.0, 0.8571428571428571, 1.0, 0.9166666666666666, 0.9166666666666666, 0.8333333333333334]
  mean: 0.9373015873, std: 0.0595185183
F1 In Time: [0.9251336898395721, 1.0, 0.9282051282051282, 1.0, 1.0, 0.9251336898395721, 1.0, 0.8285714285714285, 0.916083916083916, 1.0, 0.8571428571428571, 1.0, 0.8991596638655461, 0.916083916083916, 0.8285714285714285]
  mean: 0.9349390479, std: 0.0612681457
--------------------------------------------------
Subject Number: 4
Accuracy Cross: [0.9696969696969697, 0.9090909090909091, 0.9090909090909091, 0.7575757575757576, 0.7575757575757576, 0.45454545454545453, 0.6666666666666666, 0.5757575757575758, 0.42424242424242425, 0.5151515151515151, 0.7272727272727273, 0.8181818181818182, 0.6666666666666666, 0.6363636363636364, 0.6666666666666666]
  mean: 0.6969696970, std: 0.1580412704
F1 Score: [0.9695852534562213, 0.9087557603686636, 0.905982905982906, 0.7272727272727273, 0.7272727272727273, 0.4107142857142857, 0.6654377880184332, 0.5657894736842105, 0.3660262891809909, 0.49230769230769234, 0.7272727272727273, 0.8180147058823529, 0.6616961789375583, 0.6333333333333333, 0.6458536585365854]
  mean: 0.6816877005, std: 0.1705333064
Accuracy Intime: [0.8571428571428571, 1.0, 0.9285714285714286, 0.5833333333333334, 0.5, 0.7857142857142857, 1.0, 0.8571428571428571, 0.9166666666666666, 0.8333333333333334, 0.9285714285714286, 1.0, 0.8571428571428571, 0.9166666666666666, 0.5]
  mean: 0.8309523810, std: 0.1641073336
F1 In Time: [0.8571428571428571, 1.0, 0.9251336898395721, 0.5555555555555556, 0.3333333333333333, 0.7846153846153847, 1.0, 0.8444444444444444, 0.916083916083916, 0.8333333333333334, 0.9282051282051282, 1.0, 0.8571428571428571, 0.916083916083916, 0.3333333333333333]
  mean: 0.8056271833, std: 0.2134999342
--------------------------------------------------
Subject Number: 5
Accuracy Cross: [0.875, 0.9375, 0.96875, 1.0, 0.875, 0.5, 0.5, 0.5, 0.46875, 0.46875, 0.90625, 0.78125, 0.9375, 0.96875, 0.84375]
  mean: 0.7687500000, std: 0.2056493780
F1 Score: [0.875, 0.9372549019607843, 0.9684729064039409, 1.0, 0.875, 0.4181818181818182, 0.4181818181818182, 0.4181818181818182, 0.36374269005847953, 0.36374269005847953, 0.9015384615384616, 0.751937984496124, 0.9352226720647774, 0.967967967967968, 0.8303287380699894]
  mean: 0.7349836311, std: 0.2467251664
Accuracy Intime: [0.8571428571428571, 0.7142857142857143, 0.9166666666666666, 1.0, 0.8333333333333334, 0.9285714285714286, 0.7857142857142857, 1.0, 1.0, 1.0, 1.0, 0.7857142857142857, 0.9166666666666666, 1.0, 1.0]
  mean: 0.9158730159, std: 0.0946875622
F1 In Time: [0.8571428571428571, 0.65, 0.9111111111111111, 1.0, 0.8285714285714285, 0.9282051282051282, 0.7846153846153847, 1.0, 1.0, 1.0, 1.0, 0.7543859649122806, 0.9111111111111111, 1.0, 1.0]
  mean: 0.9083428657, std: 0.1076891279
--------------------------------------------------
Subject Number: 6
Accuracy Cross: [0.375, 0.34375, 0.4375, 0.53125, 0.4375, 0.8787878787878788, 0.45454545454545453, 0.48484848484848486, 0.48484848484848486, 0.5454545454545454, 0.9696969696969697, 0.6060606060606061, 0.9696969696969697, 0.6060606060606061, 0.9090909090909091]
  mean: 0.6022727273, std: 0.2115163748
F1 Score: [0.2727272727272727, 0.2558139534883721, 0.34545454545454546, 0.4684385382059801, 0.30434782608695654, 0.8777777777777778, 0.3125, 0.3717805151175812, 0.4327603640040445, 0.5386766076421249, 0.9695852534562213, 0.5662285136501517, 0.9695852534562213, 0.6046082949308755, 0.9087557603686636]
  mean: 0.5466026984, std: 0.2537220697
Accuracy Intime: [0.8571428571428571, 1.0, 0.9285714285714286, 0.9166666666666666, 0.5, 1.0, 0.42857142857142855, 0.3333333333333333, 0.75, 0.8333333333333334, 0.9285714285714286, 0.8571428571428571, 0.8333333333333334, 0.5833333333333334, 0.9166666666666666]
  mean: 0.7777777778, std: 0.2060437299
F1 In Time: [0.8444444444444444, 1.0, 0.9282051282051282, 0.916083916083916, 0.3333333333333333, 1.0, 0.3, 0.25, 0.7333333333333334, 0.8333333333333334, 0.9282051282051282, 0.8571428571428571, 0.8285714285714285, 0.5555555555555556, 0.916083916083916]
  mean: 0.7482861583, std: 0.2505131534
--------------------------------------------------
Subject Number: 7
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 0.75, 0.875, 0.8125, 0.875, 0.84375, 0.8125, 0.84375, 0.875, 0.78125, 0.84375]
  mean: 0.8875000000, std: 0.0859990310
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 0.7333333333333334, 0.8666666666666667, 0.8056680161943319, 0.8666666666666667, 0.8303287380699894, 0.8125, 0.8435972629521017, 0.875, 0.7793103448275862, 0.8435972629521017]
  mean: 0.8837778861, std: 0.0890748874
Accuracy Intime: [1.0, 1.0, 0.8333333333333334, 1.0, 0.8333333333333334, 1.0, 1.0, 0.9166666666666666, 1.0, 0.8333333333333334, 0.8571428571428571, 1.0, 1.0, 0.9166666666666666, 1.0]
  mean: 0.9460317460, std: 0.0702100653
F1 In Time: [1.0, 1.0, 0.8285714285714285, 1.0, 0.8285714285714285, 1.0, 1.0, 0.9111111111111111, 1.0, 0.8285714285714285, 0.8444444444444444, 1.0, 1.0, 0.916083916083916, 1.0]
  mean: 0.9438235838, std: 0.0730146533
--------------------------------------------------
Subject Number: 8
Accuracy Cross: [0.6875, 0.625, 0.625, 0.65625, 0.5, 0.875, 0.78125, 0.75, 0.8125, 0.59375, 0.96875, 0.9375, 1.0, 0.96875, 0.84375]
  mean: 0.7750000000, std: 0.1514685061
F1 Score: [0.6761133603238867, 0.6, 0.6, 0.6389743589743591, 0.4181818181818182, 0.8704453441295547, 0.7793103448275862, 0.7490196078431373, 0.8095238095238095, 0.5933528836754643, 0.967967967967968, 0.9352226720647774, 1.0, 0.967967967967968, 0.8303287380699894]
  mean: 0.7624272582, std: 0.1657913224
Accuracy Intime: [0.9285714285714286, 1.0, 1.0, 0.8333333333333334, 0.3333333333333333, 0.9285714285714286, 1.0, 0.8333333333333334, 0.9166666666666666, 0.8333333333333334, 1.0, 1.0, 0.9166666666666666, 0.9166666666666666, 0.75]
  mean: 0.8793650794, std: 0.1639153098
F1 In Time: [0.9282051282051282, 1.0, 1.0, 0.8285714285714285, 0.25, 0.9251336898395721, 1.0, 0.8285714285714285, 0.916083916083916, 0.8285714285714285, 1.0, 1.0, 0.9111111111111111, 0.916083916083916, 0.7333333333333334]
  mean: 0.8710443587, std: 0.1834985079
--------------------------------------------------
Subject Number: 9
Accuracy Cross: [0.4375, 0.84375, 0.4375, 0.78125, 0.96875, 0.65625, 0.4375, 0.4375, 0.71875, 0.9375, 0.4375, 0.84375, 0.4375, 0.40625, 0.71875]
  mean: 0.6333333333, std: 0.2020296320
F1 Score: [0.30434782608695654, 0.8435972629521017, 0.30434782608695654, 0.7624602332979851, 0.9684729064039409, 0.6389743589743591, 0.30434782608695654, 0.30434782608695654, 0.7117117117117118, 0.9352226720647774, 0.30434782608695654, 0.8435972629521017, 0.30434782608695654, 0.3552492046659597, 0.7117117117117118]
  mean: 0.5731389521, std: 0.2573245134
Accuracy Intime: [0.42857142857142855, 1.0, 0.3333333333333333, 0.25, 0.9166666666666666, 0.7857142857142857, 0.42857142857142855, 0.3333333333333333, 0.75, 0.9166666666666666, 0.42857142857142855, 0.9285714285714286, 0.3333333333333333, 0.6666666666666666, 0.75]
  mean: 0.6166666667, std: 0.2545949609
F1 In Time: [0.3, 1.0, 0.25, 0.24475524475524477, 0.916083916083916, 0.7846153846153847, 0.3, 0.25, 0.7333333333333334, 0.916083916083916, 0.3, 0.9282051282051282, 0.25, 0.625, 0.7333333333333334]
  mean: 0.5687606838, std: 0.2929004949
--------------------------------------------------
Subject Number: 10
Accuracy Cross: [0.9375, 0.5625, 0.875, 0.9375, 0.90625, 0.96875, 0.96875, 0.96875, 0.96875, 0.96875, 0.5151515151515151, 0.9393939393939394, 0.9090909090909091, 0.9696969696969697, 0.9393939393939394]
  mean: 0.8890151515, std: 0.1403229739
F1 Score: [0.9372549019607843, 0.5151515151515151, 0.8745098039215686, 0.9365079365079365, 0.9054187192118226, 0.9684729064039409, 0.9684729064039409, 0.9684729064039409, 0.9684729064039409, 0.9684729064039409, 0.4260869565217391, 0.9379699248120301, 0.905982905982906, 0.9692451071761417, 0.9379699248120301]
  mean: 0.8792308152, std: 0.1634601314
Accuracy Intime: [1.0, 0.9285714285714286, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 0.6428571428571429, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9658730159, std: 0.0902321968
F1 In Time: [1.0, 0.9282051282051282, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8991596638655461, 1.0, 1.0, 0.625668449197861, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9635355494, std: 0.0950447420
--------------------------------------------------
Subject Number: 11
Accuracy Cross: [0.8787878787878788, 0.8181818181818182, 0.8181818181818182, 0.696969696969697, 0.7878787878787878, 0.7272727272727273, 0.8787878787878788, 0.48484848484848486, 0.8787878787878788, 0.7272727272727273, 0.6666666666666666, 0.45454545454545453, 0.45454545454545453, 0.8484848484848485, 0.6060606060606061]
  mean: 0.7151515152, std: 0.1479582499
F1 Score: [0.8730769230769231, 0.8096153846153846, 0.8096153846153846, 0.6590909090909091, 0.7806267806267806, 0.717948717948718, 0.8786764705882353, 0.3717805151175812, 0.8786764705882353, 0.717948717948718, 0.6458536585365854, 0.3125, 0.3125, 0.847926267281106, 0.5662285136501517]
  mean: 0.6788043142, std: 0.1950497858
Accuracy Intime: [1.0, 1.0, 0.9285714285714286, 0.4166666666666667, 0.5, 0.8571428571428571, 1.0, 0.42857142857142855, 1.0, 0.75, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 1.0, 0.6666666666666666]
  mean: 0.7507936508, std: 0.2391431964
F1 In Time: [1.0, 1.0, 0.9282051282051282, 0.37777777777777777, 0.3333333333333333, 0.8444444444444444, 1.0, 0.3, 1.0, 0.7333333333333334, 0.8444444444444444, 0.3, 0.3, 1.0, 0.6571428571428571]
  mean: 0.7079120879, std: 0.2902971362
--------------------------------------------------
Subject Number: 12
Accuracy Cross: [0.5625, 0.4375, 0.4375, 0.75, 0.8125, 0.6060606060606061, 0.8787878787878788, 0.7272727272727273, 0.696969696969697, 0.7272727272727273, 0.4375, 0.84375, 0.53125, 0.875, 0.875]
  mean: 0.6799242424, std: 0.1607094346
F1 Score: [0.5151515151515151, 0.30434782608695654, 0.30434782608695654, 0.75, 0.8117647058823529, 0.5662285136501517, 0.8730769230769231, 0.717948717948718, 0.6726190476190477, 0.6996966632962589, 0.30434782608695654, 0.8435972629521017, 0.4684385382059801, 0.875, 0.8745098039215686]
  mean: 0.6387383447, std: 0.2076422142
Accuracy Intime: [0.42857142857142855, 0.42857142857142855, 0.3333333333333333, 0.8333333333333334, 1.0, 0.42857142857142855, 1.0, 0.8333333333333334, 0.9166666666666666, 0.9166666666666666, 0.42857142857142855, 1.0, 0.5, 0.9166666666666666, 1.0]
  mean: 0.7309523810, std: 0.2570546586
F1 In Time: [0.3, 0.3, 0.25, 0.8333333333333334, 1.0, 0.3, 1.0, 0.8285714285714285, 0.916083916083916, 0.916083916083916, 0.3, 1.0, 0.4857142857142857, 0.916083916083916, 1.0]
  mean: 0.6897247197, std: 0.3078116105
--------------------------------------------------
Subject Number: 13
Accuracy Cross: [0.90625, 0.90625, 0.9375, 0.90625, 0.90625, 0.5757575757575758, 0.6363636363636364, 0.6060606060606061, 0.6060606060606061, 0.6666666666666666, 0.75, 0.8125, 0.8125, 0.78125, 0.8125]
  mean: 0.7748106061, std: 0.1232692198
F1 Score: [0.9054187192118226, 0.9054187192118226, 0.9372549019607843, 0.9054187192118226, 0.9054187192118226, 0.5227272727272727, 0.6192307692307693, 0.6001863932898416, 0.5662285136501517, 0.6458536585365854, 0.7333333333333334, 0.8, 0.8056680161943319, 0.7702564102564102, 0.8056680161943319]
  mean: 0.7618721441, std: 0.1353445162
Accuracy Intime: [0.9285714285714286, 0.9285714285714286, 0.9166666666666666, 1.0, 1.0, 0.7857142857142857, 0.9285714285714286, 0.9166666666666666, 0.9166666666666666, 0.9166666666666666, 0.9285714285714286, 0.9285714285714286, 0.8333333333333334, 1.0, 1.0]
  mean: 0.9285714286, std: 0.0579962727
F1 In Time: [0.9282051282051282, 0.9251336898395721, 0.9111111111111111, 1.0, 1.0, 0.7846153846153847, 0.9251336898395721, 0.8991596638655461, 0.916083916083916, 0.916083916083916, 0.9282051282051282, 0.9282051282051282, 0.8125, 1.0, 1.0]
  mean: 0.9249624504, std: 0.0610543696
--------------------------------------------------
Subject Number: 14
Accuracy Cross: [0.59375, 0.5625, 0.5625, 0.5625, 0.5625, 0.46875, 0.5, 0.46875, 0.46875, 0.46875, 0.8125, 0.78125, 0.71875, 0.78125, 0.71875]
  mean: 0.6020833333, std: 0.1220840444
F1 Score: [0.4340136054421769, 0.36, 0.36, 0.36, 0.36, 0.36374269005847953, 0.4181818181818182, 0.39756367663344405, 0.39756367663344405, 0.36374269005847953, 0.8117647058823529, 0.7793103448275862, 0.7117117117117118, 0.7793103448275862, 0.7117117117117118]
  mean: 0.5072411317, std: 0.1806746405
Accuracy Intime: [0.8571428571428571, 1.0, 0.9166666666666666, 1.0, 0.6666666666666666, 0.8571428571428571, 0.7857142857142857, 0.9166666666666666, 0.75, 0.8333333333333334, 0.6428571428571429, 1.0, 0.8333333333333334, 0.75, 0.8333333333333334]
  mean: 0.8428571429, std: 0.1086924972
F1 In Time: [0.8571428571428571, 1.0, 0.9111111111111111, 1.0, 0.6666666666666666, 0.8541666666666667, 0.7846153846153847, 0.8991596638655461, 0.7482517482517483, 0.8285714285714285, 0.5906432748538011, 1.0, 0.8125, 0.7333333333333334, 0.8285714285714285]
  mean: 0.8343155709, std: 0.1158936890
--------------------------------------------------
Subject Number: 15
Accuracy Cross: [0.9375, 0.90625, 1.0, 0.96875, 1.0, 1.0, 0.9375, 1.0, 1.0, 1.0, 0.96875, 0.96875, 0.96875, 0.96875, 0.96875]
  mean: 0.9729166667, std: 0.0276385399
F1 Score: [0.9352226720647774, 0.9054187192118226, 1.0, 0.967967967967968, 1.0, 1.0, 0.9352226720647774, 1.0, 1.0, 1.0, 0.9684729064039409, 0.9684729064039409, 0.9684729064039409, 0.9684729064039409, 0.9684729064039409]
  mean: 0.9724131042, std: 0.0281875978
Accuracy Intime: [1.0, 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: 0.9952380952, std: 0.0178174161
F1 In Time: [1.0, 1.0, 1.0, 1.0, 1.0, 0.9282051282051282, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9952136752, std: 0.0179087875
--------------------------------------------------
Subject Number: 16
Accuracy Cross: [0.90625, 0.90625, 0.46875, 0.84375, 0.96875, 0.6875, 0.78125, 0.6875, 0.6875, 0.6875, 0.5, 0.5, 0.46875, 0.46875, 0.5]
  mean: 0.6708333333, std: 0.1737554955
F1 Score: [0.9039039039039038, 0.9054187192118226, 0.36374269005847953, 0.8423645320197044, 0.967967967967968, 0.6363636363636364, 0.7702564102564102, 0.6825396825396826, 0.6363636363636364, 0.6363636363636364, 0.4181818181818182, 0.4181818181818182, 0.36374269005847953, 0.39756367663344405, 0.4181818181818182]
  mean: 0.6240757758, std: 0.2101809637
Accuracy Intime: [0.6428571428571429, 0.7857142857142857, 0.3333333333333333, 0.6666666666666666, 1.0, 0.7142857142857143, 0.7857142857142857, 0.8333333333333334, 0.75, 0.8333333333333334, 0.6428571428571429, 0.8571428571428571, 0.75, 0.9166666666666666, 1.0]
  mean: 0.7674603175, std: 0.1593559094
F1 In Time: [0.625668449197861, 0.7846153846153847, 0.25, 0.625, 1.0, 0.7142857142857143, 0.7846153846153847, 0.8285714285714285, 0.7333333333333334, 0.8285714285714285, 0.625668449197861, 0.8571428571428571, 0.7482517482517483, 0.916083916083916, 1.0]
  mean: 0.7547872063, std: 0.1782434853
--------------------------------------------------
Subject Number: 17
Accuracy Cross: [0.8787878787878788, 0.9090909090909091, 0.9090909090909091, 0.8484848484848485, 0.9090909090909091, 0.9090909090909091, 0.9393939393939394, 0.9393939393939394, 0.8484848484848485, 0.8484848484848485, 0.4375, 0.5, 0.46875, 0.78125, 0.75]
  mean: 0.7917929293, std: 0.1698427808
F1 Score: [0.8786764705882353, 0.9090909090909091, 0.9087557603686636, 0.8462255358807083, 0.9087557603686636, 0.9087557603686636, 0.9388888888888889, 0.9388888888888889, 0.8462255358807083, 0.8462255358807083, 0.4, 0.4458874458874459, 0.4231177094379639, 0.7793103448275862, 0.746031746031746]
  mean: 0.7816557528, std: 0.1869570062
Accuracy Intime: [0.9285714285714286, 0.9285714285714286, 0.9166666666666666, 0.8333333333333334, 1.0, 0.8571428571428571, 1.0, 0.9166666666666666, 0.9166666666666666, 0.9166666666666666, 0.7142857142857143, 0.8571428571428571, 0.9285714285714286, 1.0, 0.9166666666666666]
  mean: 0.9087301587, std: 0.0708530607
F1 In Time: [0.9282051282051282, 0.9282051282051282, 0.9111111111111111, 0.8285714285714285, 1.0, 0.8571428571428571, 1.0, 0.9111111111111111, 0.916083916083916, 0.916083916083916, 0.7142857142857143, 0.8571428571428571, 0.9282051282051282, 1.0, 0.916083916083916]
  mean: 0.9074821475, std: 0.0711032801
--------------------------------------------------
Subject Number: 18
Accuracy Cross: [0.9696969696969697, 0.9393939393939394, 0.5454545454545454, 0.8787878787878788, 0.7272727272727273, 0.6875, 0.75, 0.5625, 0.59375, 0.84375, 0.875, 1.0, 0.9375, 0.875, 0.875]
  mean: 0.8040404040, std: 0.1451596611
F1 Score: [0.9695852534562213, 0.9388888888888889, 0.47619047619047616, 0.8759398496240601, 0.7262672811059908, 0.6761133603238867, 0.746031746031746, 0.5151515151515151, 0.5588547189819725, 0.8423645320197044, 0.8704453441295547, 1.0, 0.9365079365079365, 0.873015873015873, 0.873015873015873]
  mean: 0.7918915099, std: 0.1626291445
Accuracy Intime: [0.7857142857142857, 0.7142857142857143, 0.6666666666666666, 1.0, 0.6666666666666666, 1.0, 1.0, 1.0, 1.0, 0.8333333333333334, 0.5, 0.6428571428571429, 1.0, 1.0, 0.5833333333333334]
  mean: 0.8261904762, std: 0.1780574614
F1 In Time: [0.7846153846153847, 0.7083333333333333, 0.6666666666666666, 1.0, 0.625, 1.0, 1.0, 1.0, 1.0, 0.8285714285714285, 0.47593582887700536, 0.625668449197861, 1.0, 1.0, 0.4957983193277311]
  mean: 0.8140392940, std: 0.1937093667
--------------------------------------------------
Subject Number: 19
Accuracy Cross: [0.5625, 0.59375, 0.5625, 0.53125, 0.5625, 0.6875, 0.875, 0.90625, 0.96875, 0.96875, 0.75, 0.8125, 0.84375, 0.84375, 0.9375]
  mean: 0.7604166667, std: 0.1575639200
F1 Score: [0.49090909090909085, 0.5134502923976608, 0.49090909090909085, 0.3992490613266583, 0.49090909090909085, 0.6761133603238867, 0.875, 0.906158357771261, 0.9684729064039409, 0.9684729064039409, 0.746031746031746, 0.8117647058823529, 0.8435972629521017, 0.8435972629521017, 0.9372549019607843]
  mean: 0.7307926691, std: 0.1953081102
Accuracy Intime: [0.9285714285714286, 1.0, 1.0, 1.0, 1.0, 0.35714285714285715, 0.9285714285714286, 0.9166666666666666, 0.8333333333333334, 0.8333333333333334, 0.42857142857142855, 1.0, 1.0, 0.9166666666666666, 0.8333333333333334]
  mean: 0.8650793651, std: 0.1956473965
F1 In Time: [0.9282051282051282, 1.0, 1.0, 1.0, 1.0, 0.2631578947368421, 0.9282051282051282, 0.8991596638655461, 0.8285714285714285, 0.8285714285714285, 0.3, 1.0, 1.0, 0.916083916083916, 0.8285714285714285]
  mean: 0.8480350678, std: 0.2312601902
--------------------------------------------------
Subject Number: 20
Accuracy Cross: [0.625, 0.625, 0.625, 0.59375, 0.6875, 0.96875, 0.875, 0.46875, 0.8125, 0.78125, 0.45454545454545453, 0.7272727272727273, 0.7272727272727273, 0.5454545454545454, 0.5454545454545454]
  mean: 0.6708333333, std: 0.1415744717
F1 Score: [0.6, 0.6, 0.6, 0.5733333333333333, 0.6875, 0.967967967967968, 0.875, 0.36374269005847953, 0.8117647058823529, 0.751937984496124, 0.3125, 0.7262672811059908, 0.7272727272727273, 0.5299145299145299, 0.5454545454545454]
  mean: 0.6448437177, std: 0.1704231132
Accuracy Intime: [1.0, 1.0, 0.9166666666666666, 0.8333333333333334, 1.0, 1.0, 0.8571428571428571, 0.3333333333333333, 0.6666666666666666, 0.5833333333333334, 0.42857142857142855, 0.9285714285714286, 0.9166666666666666, 0.8333333333333334, 0.5]
  mean: 0.7865079365, std: 0.2186273862
F1 In Time: [1.0, 1.0, 0.9111111111111111, 0.8333333333333334, 1.0, 1.0, 0.8571428571428571, 0.25, 0.625, 0.5804195804195804, 0.3, 0.9282051282051282, 0.8991596638655461, 0.8285714285714285, 0.3333333333333333]
  mean: 0.7564184291, std: 0.2613344798
--------------------------------------------------
Subject Number: 21
Accuracy Cross: [0.90625, 0.875, 0.90625, 0.90625, 0.96875, 0.875, 0.84375, 0.84375, 0.8125, 0.84375, 0.53125, 0.5625, 0.53125, 0.53125, 0.5625]
  mean: 0.7666666667, std: 0.1617235725
F1 Score: [0.9015384615384616, 0.8666666666666667, 0.9015384615384616, 0.9015384615384616, 0.967967967967968, 0.8704453441295547, 0.8358974358974359, 0.8358974358974359, 0.8095238095238095, 0.8398398398398399, 0.4909862142099682, 0.5333333333333333, 0.4909862142099682, 0.4909862142099682, 0.5333333333333333]
  mean: 0.7513652796, std: 0.1762604731
Accuracy Intime: [0.9285714285714286, 0.9285714285714286, 1.0, 0.9166666666666666, 0.6666666666666666, 0.9285714285714286, 0.9285714285714286, 0.9166666666666666, 0.8333333333333334, 0.75, 1.0, 0.9285714285714286, 1.0, 0.9166666666666666, 0.9166666666666666]
  mean: 0.9039682540, std: 0.0880702095
F1 In Time: [0.9282051282051282, 0.9251336898395721, 1.0, 0.916083916083916, 0.625, 0.9282051282051282, 0.9282051282051282, 0.8991596638655461, 0.8285714285714285, 0.7333333333333334, 1.0, 0.9282051282051282, 1.0, 0.916083916083916, 0.916083916083916]
  mean: 0.8981513584, std: 0.0976538646
--------------------------------------------------
Subject Number: 22
Accuracy Cross: [0.875, 0.9375, 0.4375, 0.78125, 0.8125, 0.42424242424242425, 0.5151515151515151, 0.5454545454545454, 0.5151515151515151, 0.7878787878787878, 0.4375, 0.71875, 0.625, 0.53125, 0.6875]
  mean: 0.6421085859, std: 0.1642004556
F1 Score: [0.8666666666666667, 0.9352226720647774, 0.30434782608695654, 0.7624602332979851, 0.7922077922077921, 0.3660262891809909, 0.45454545454545453, 0.4994944388270981, 0.45454545454545453, 0.7847157502329916, 0.30434782608695654, 0.718475073313783, 0.611336032388664, 0.530791788856305, 0.6761133603238867]
  mean: 0.6040864439, std: 0.1978921147
Accuracy Intime: [1.0, 1.0, 0.3333333333333333, 0.75, 0.8333333333333334, 0.8571428571428571, 1.0, 0.9166666666666666, 0.75, 0.6666666666666666, 0.6428571428571429, 1.0, 0.5833333333333334, 0.75, 0.5833333333333334]
  mean: 0.7777777778, std: 0.1883646186
F1 In Time: [1.0, 1.0, 0.25, 0.7333333333333334, 0.8285714285714285, 0.8571428571428571, 1.0, 0.9111111111111111, 0.7333333333333334, 0.625, 0.625668449197861, 1.0, 0.5804195804195804, 0.7482517482517483, 0.4957983193277311]
  mean: 0.7592420107, std: 0.2109259885
--------------------------------------------------
Subject Number: 23
Accuracy Cross: [0.9393939393939394, 0.9393939393939394, 0.7272727272727273, 0.7575757575757576, 0.7575757575757576, 0.9375, 0.96875, 0.90625, 0.84375, 0.8125, 0.8181818181818182, 0.7878787878787878, 0.7575757575757576, 0.8484848484848485, 0.7878787878787878]
  mean: 0.8393308081, std: 0.0774870970
F1 Score: [0.9379699248120301, 0.9388888888888889, 0.7102439024390244, 0.7272727272727273, 0.7272727272727273, 0.9372549019607843, 0.9684729064039409, 0.9039039039039038, 0.8358974358974359, 0.8056680161943319, 0.8035714285714286, 0.7664307381193125, 0.7272727272727273, 0.8433048433048433, 0.7664307381193125]
  mean: 0.8266570540, std: 0.0875866917
Accuracy Intime: [0.8571428571428571, 1.0, 1.0, 0.5833333333333334, 0.5833333333333334, 1.0, 1.0, 1.0, 0.9166666666666666, 0.6666666666666666, 1.0, 1.0, 1.0, 0.5833333333333334, 0.5]
  mean: 0.8460317460, std: 0.1921290718
F1 In Time: [0.8571428571428571, 1.0, 1.0, 0.4957983193277311, 0.4957983193277311, 1.0, 1.0, 1.0, 0.916083916083916, 0.6571428571428571, 1.0, 1.0, 1.0, 0.4957983193277311, 0.3333333333333333]
  mean: 0.8167398614, std: 0.2378149653
--------------------------------------------------
Subject Number: 24
Accuracy Cross: [0.9375, 0.9375, 0.84375, 0.9375, 0.84375, 0.9375, 0.90625, 0.9375, 0.90625, 0.9375, 0.84375, 0.875, 0.9375, 0.90625, 0.875]
  mean: 0.9041666667, std: 0.0369167607
F1 Score: [0.9365079365079365, 0.9352226720647774, 0.8435972629521017, 0.9352226720647774, 0.8435972629521017, 0.9372549019607843, 0.906158357771261, 0.9372549019607843, 0.906158357771261, 0.9372549019607843, 0.8303287380699894, 0.8666666666666667, 0.9352226720647774, 0.9015384615384616, 0.8666666666666667]
  mean: 0.9012434955, std: 0.0389122006
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.75, 0.8571428571428571, 0.9285714285714286, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666]
  mean: 0.9579365079, std: 0.0708797256
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.7333333333333334, 0.8541666666666667, 0.9282051282051282, 0.9111111111111111, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.916083916083916]
  mean: 0.9561933437, std: 0.0746952799
--------------------------------------------------
Subject Number: 25
Accuracy Cross: [0.5151515151515151, 0.8181818181818182, 0.7878787878787878, 0.8787878787878788, 0.9393939393939394, 0.96875, 0.90625, 0.96875, 0.96875, 1.0, 0.875, 1.0, 1.0, 0.96875, 1.0]
  mean: 0.9063762626, std: 0.1233791002
F1 Score: [0.4260869565217391, 0.8180147058823529, 0.7870967741935484, 0.8786764705882353, 0.9388888888888889, 0.967967967967968, 0.9015384615384616, 0.967967967967968, 0.967967967967968, 1.0, 0.873015873015873, 1.0, 1.0, 0.9684729064039409, 1.0]
  mean: 0.8997129961, std: 0.1426665309
Accuracy Intime: [0.42857142857142855, 1.0, 1.0, 1.0, 1.0, 0.9285714285714286, 0.7857142857142857, 1.0, 1.0, 1.0, 0.5, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9095238095, std: 0.1834415265
F1 In Time: [0.3, 1.0, 1.0, 1.0, 1.0, 0.9282051282051282, 0.7846153846153847, 1.0, 1.0, 1.0, 0.49743589743589745, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9006837607, std: 0.2075507942
--------------------------------------------------
Subject Number: 26
Accuracy Cross: [0.9090909090909091, 0.696969696969697, 0.9090909090909091, 0.9696969696969697, 0.9090909090909091, 0.8125, 0.96875, 1.0, 0.96875, 0.75, 0.96875, 0.9375, 0.96875, 0.90625, 0.8125]
  mean: 0.8991792929, std: 0.0873616485
F1 Score: [0.9090909090909091, 0.6826923076923077, 0.9087557603686636, 0.9695852534562213, 0.9087557603686636, 0.8117647058823529, 0.9684729064039409, 1.0, 0.9684729064039409, 0.7408906882591093, 0.967967967967968, 0.9352226720647774, 0.967967967967968, 0.9015384615384616, 0.7922077922077921]
  mean: 0.8955590706, std: 0.0918639048
Accuracy Intime: [0.9285714285714286, 0.9285714285714286, 0.9166666666666666, 0.8333333333333334, 0.5833333333333334, 0.9285714285714286, 1.0, 0.9166666666666666, 0.9166666666666666, 0.6666666666666666, 1.0, 1.0, 1.0, 0.8333333333333334, 0.5]
  mean: 0.8634920635, std: 0.1520747585
F1 In Time: [0.9282051282051282, 0.9282051282051282, 0.8991596638655461, 0.8285714285714285, 0.5804195804195804, 0.9282051282051282, 1.0, 0.9111111111111111, 0.916083916083916, 0.625, 1.0, 1.0, 1.0, 0.8285714285714285, 0.3333333333333333]
  mean: 0.8471243898, std: 0.1843735028
--------------------------------------------------
Subject Number: 27
Accuracy Cross: [0.8787878787878788, 0.9090909090909091, 0.9090909090909091, 0.8484848484848485, 0.9090909090909091, 0.9090909090909091, 0.9393939393939394, 0.9393939393939394, 0.8484848484848485, 0.8484848484848485, 0.4375, 0.5, 0.46875, 0.78125, 0.75]
  mean: 0.7917929293, std: 0.1698427808
F1 Score: [0.8786764705882353, 0.9090909090909091, 0.9087557603686636, 0.8462255358807083, 0.9087557603686636, 0.9087557603686636, 0.9388888888888889, 0.9388888888888889, 0.8462255358807083, 0.8462255358807083, 0.4, 0.4458874458874459, 0.4231177094379639, 0.7793103448275862, 0.746031746031746]
  mean: 0.7816557528, std: 0.1869570062
Accuracy Intime: [0.9285714285714286, 0.9285714285714286, 0.9166666666666666, 0.8333333333333334, 1.0, 0.8571428571428571, 1.0, 0.9166666666666666, 0.9166666666666666, 0.9166666666666666, 0.7142857142857143, 0.8571428571428571, 0.9285714285714286, 1.0, 0.9166666666666666]
  mean: 0.9087301587, std: 0.0708530607
F1 In Time: [0.9282051282051282, 0.9282051282051282, 0.9111111111111111, 0.8285714285714285, 1.0, 0.8571428571428571, 1.0, 0.9111111111111111, 0.916083916083916, 0.916083916083916, 0.7142857142857143, 0.8571428571428571, 0.9282051282051282, 1.0, 0.916083916083916]
  mean: 0.9074821475, std: 0.0711032801
--------------------------------------------------
Subject Number: 28
Accuracy Cross: [0.90625, 0.78125, 0.8125, 0.65625, 0.78125, 0.96875, 0.65625, 0.78125, 0.75, 0.90625, 0.875, 0.8125, 0.78125, 0.84375, 0.84375]
  mean: 0.8104166667, std: 0.0834374350
F1 Score: [0.9015384615384616, 0.7793103448275862, 0.8095238095238095, 0.6532019704433498, 0.7810361681329423, 0.9684729064039409, 0.6389743589743591, 0.7793103448275862, 0.746031746031746, 0.906158357771261, 0.8666666666666667, 0.7922077922077921, 0.751937984496124, 0.8358974358974359, 0.8303287380699894]
  mean: 0.8027064724, std: 0.0858581871
Accuracy Intime: [1.0, 0.7142857142857143, 1.0, 0.8333333333333334, 1.0, 1.0, 0.7142857142857143, 0.9166666666666666, 0.9166666666666666, 0.9166666666666666, 1.0, 0.8571428571428571, 1.0, 1.0, 1.0]
  mean: 0.9246031746, std: 0.0989997849
F1 In Time: [1.0, 0.6888888888888889, 1.0, 0.8285714285714285, 1.0, 1.0, 0.7142857142857143, 0.9111111111111111, 0.916083916083916, 0.916083916083916, 1.0, 0.8444444444444444, 1.0, 1.0, 1.0]
  mean: 0.9212979613, std: 0.1036284877
--------------------------------------------------
Subject Number: 29
Accuracy Cross: [0.9375, 0.96875, 0.4375, 0.59375, 0.65625, 0.84375, 0.75, 0.8125, 0.875, 0.875, 0.9090909090909091, 0.9393939393939394, 0.9090909090909091, 0.45454545454545453, 0.9393939393939394]
  mean: 0.7934343434, std: 0.1711077085
F1 Score: [0.9372549019607843, 0.9684729064039409, 0.30434782608695654, 0.5588547189819725, 0.6532019704433498, 0.8398398398398399, 0.746031746031746, 0.8095238095238095, 0.8704453441295547, 0.8666666666666667, 0.905982905982906, 0.9379699248120301, 0.905982905982906, 0.3125, 0.9379699248120301]
  mean: 0.7703363594, std: 0.2115946947
Accuracy Intime: [1.0, 1.0, 0.6666666666666666, 0.75, 0.9166666666666666, 1.0, 0.9285714285714286, 0.9166666666666666, 1.0, 1.0, 1.0, 0.9285714285714286, 0.8333333333333334, 0.75, 1.0]
  mean: 0.9126984127, std: 0.1075975069
F1 In Time: [1.0, 1.0, 0.6666666666666666, 0.7333333333333334, 0.916083916083916, 1.0, 0.9282051282051282, 0.9111111111111111, 1.0, 1.0, 1.0, 0.9282051282051282, 0.8285714285714285, 0.7482517482517483, 1.0]
  mean: 0.9106952307, std: 0.1097297235
--------------------------------------------------
**************************************************
accuracy_cross_list: [0.8785984848484849, 0.8277777777777777, 0.8404040404040405, 0.6969696969696969, 0.76875, 0.6022727272727272, 0.8875, 0.775, 0.6333333333333333, 0.8890151515151514, 0.7151515151515151, 0.6799242424242424, 0.7748106060606061, 0.6020833333333333, 0.9729166666666667, 0.6708333333333333, 0.7917929292929292, 0.804040404040404, 0.7604166666666666, 0.6708333333333332, 0.7666666666666667, 0.6421085858585859, 0.839330808080808, 0.9041666666666667, 0.9063762626262626, 0.899179292929293, 0.7917929292929292, 0.8104166666666667, 0.7934343434343434]
f1_score_list: [0.8776414499129771, 0.8234973304768864, 0.8295971449234532, 0.6816877004814278, 0.7349836311442973, 0.5466026984244525, 0.8837778861108518, 0.7624272582366879, 0.5731389520837593, 0.879230815205212, 0.6788043142456477, 0.6387383446643659, 0.7618721441480736, 0.5072411317312528, 0.9724131042219366, 0.6240757757524172, 0.7816557528259854, 0.7918915098962468, 0.7307926691422472, 0.64484371769907, 0.7513652795889778, 0.6040864439083843, 0.8266570540288946, 0.901243495531542, 0.899712996062463, 0.8955590706448717, 0.7816557528259854, 0.8027064723875367, 0.7703363594438996]
accuracy_intime_list: [0.9325396825396824, 0.915873015873016, 0.9373015873015872, 0.830952380952381, 0.9158730158730158, 0.7777777777777779, 0.9460317460317461, 0.8793650793650793, 0.6166666666666667, 0.9658730158730158, 0.7507936507936509, 0.7309523809523809, 0.9285714285714286, 0.842857142857143, 0.9952380952380953, 0.7674603174603175, 0.9087301587301586, 0.8261904761904761, 0.8650793650793651, 0.7865079365079366, 0.9039682539682539, 0.7777777777777778, 0.8460317460317461, 0.9579365079365079, 0.9095238095238095, 0.8634920634920635, 0.9087301587301586, 0.9246031746031745, 0.9126984126984128]
f1_in_time_list: [0.9279434454434454, 0.9129921004921006, 0.9349390478802245, 0.8056271832742422, 0.9083428657112868, 0.7482861582861583, 0.9438235838235839, 0.8710443586914176, 0.5687606837606839, 0.9635355494179023, 0.707912087912088, 0.6897247197247196, 0.9249624504036269, 0.8343155709099982, 0.9952136752136752, 0.7547872062577946, 0.9074821474821476, 0.814039294039294, 0.8480350677873899, 0.756418429065488, 0.8981513584454762, 0.7592420107125989, 0.8167398614457438, 0.9561933436933436, 0.9006837606837607, 0.8471243897714485, 0.9074821474821476, 0.9212979612979614, 0.9106952306952307]
**************************************************
Mean Accuracy: 0.7791688436
Mean F1: 0.7571805605
Std Accuracy: 0.0977011255
Std F1: 0.1163668684
Mean Accuracy (Intime): 0.8663929940
Std Accuracy (Intime): 0.0834059620
Mean F1 (Intime): 0.8529584721
Std F1 (Intime): 0.0959157924
ACC: 77.92±9.77
F1: 75.72±11.64
Intime: 86.64±8.34
F1 (Intime): 85.30±9.59
