Learning Rate: 0.0001

Subject Number: 1
Accuracy Cross: [1.0, 1.0, 0.875, 0.96875, 0.96875, 0.9090909090909091, 0.9393939393939394, 0.9090909090909091, 0.9393939393939394, 0.9393939393939394, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9632575758, std: 0.0407236608
F1 Score: [1.0, 1.0, 0.8745098039215686, 0.9684729064039409, 0.9684729064039409, 0.9090909090909091, 0.9379699248120301, 0.907735321528425, 0.9388888888888889, 0.9393382352941176, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9629652598, std: 0.0409890281
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 0.9166666666666666, 1.0, 0.9285714285714286, 1.0, 1.0, 1.0, 0.9166666666666666]
  mean: 0.9785714286, std: 0.0356348323
F1 In Time: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9111111111111111, 0.916083916083916, 1.0, 0.9251336898395721, 1.0, 1.0, 1.0, 0.916083916083916]
  mean: 0.9778941755, std: 0.0367514218
--------------------------------------------------
Subject Number: 2
Accuracy Cross: [0.8484848484848485, 0.8787878787878788, 0.9090909090909091, 0.9090909090909091, 0.8787878787878788, 0.875, 0.90625, 0.9375, 0.8125, 0.96875, 0.7878787878787878, 0.8787878787878788, 0.9090909090909091, 0.9393939393939394, 0.9090909090909091]
  mean: 0.8898989899, std: 0.0457383641
F1 Score: [0.8390243902439025, 0.8730769230769231, 0.907735321528425, 0.9087557603686636, 0.8730769230769231, 0.8745098039215686, 0.906158357771261, 0.9365079365079365, 0.8, 0.9684729064039409, 0.7664307381193125, 0.8730769230769231, 0.907735321528425, 0.9379699248120301, 0.905982905982906]
  mean: 0.8852342758, std: 0.0508893032
Accuracy Intime: [1.0, 1.0, 1.0, 0.9166666666666666, 0.5833333333333334, 0.7857142857142857, 0.9285714285714286, 0.9285714285714286, 0.6666666666666666, 0.75, 0.7857142857142857, 0.7857142857142857, 1.0, 1.0, 0.9166666666666666]
  mean: 0.8698412698, std: 0.1303714870
F1 In Time: [1.0, 1.0, 1.0, 0.916083916083916, 0.4957983193277311, 0.7543859649122806, 0.9251336898395721, 0.9251336898395721, 0.625, 0.7333333333333334, 0.7543859649122806, 0.7543859649122806, 1.0, 1.0, 0.916083916083916]
  mean: 0.8533149839, std: 0.1526391271
--------------------------------------------------
Subject Number: 3
Accuracy Cross: [0.875, 0.875, 0.84375, 0.90625, 0.90625, 0.9696969696969697, 0.9696969696969697, 0.9090909090909091, 0.9696969696969697, 0.9393939393939394, 0.9090909090909091, 0.9696969696969697, 0.9393939393939394, 0.9696969696969697, 0.9393939393939394]
  mean: 0.9260732323, std: 0.0395004307
F1 Score: [0.8704453441295547, 0.8704453441295547, 0.8303287380699894, 0.9039039039039038, 0.9015384615384616, 0.9692451071761417, 0.9695852534562213, 0.907735321528425, 0.9692451071761417, 0.9379699248120301, 0.9087557603686636, 0.9695852534562213, 0.9393382352941176, 0.9695852534562213, 0.9388888888888889]
  mean: 0.9237730598, std: 0.0423441615
Accuracy Intime: [1.0, 0.7142857142857143, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 0.9285714285714286, 1.0, 1.0, 0.9166666666666666]
  mean: 0.9595238095, std: 0.0743833302
F1 In Time: [1.0, 0.7083333333333333, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 0.9282051282051282, 1.0, 1.0, 0.916083916083916]
  mean: 0.9589860140, std: 0.0757704735
--------------------------------------------------
Subject Number: 4
Accuracy Cross: [0.9393939393939394, 0.9393939393939394, 0.9090909090909091, 0.9696969696969697, 0.9696969696969697, 0.9696969696969697, 0.9090909090909091, 1.0, 0.9696969696969697, 0.9696969696969697, 1.0, 0.9393939393939394, 0.9696969696969697, 0.9696969696969697, 0.9696969696969697]
  mean: 0.9595959596, std: 0.0263402117
F1 Score: [0.9388888888888889, 0.9379699248120301, 0.907735321528425, 0.9692451071761417, 0.9692451071761417, 0.9695852534562213, 0.9090909090909091, 1.0, 0.9695852534562213, 0.9695852534562213, 1.0, 0.9388888888888889, 0.9695852534562213, 0.9692451071761417, 0.9692451071761417]
  mean: 0.9591930250, std: 0.0265827546
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9285714285714286, 1.0, 1.0, 0.8571428571428571, 0.9285714285714286, 1.0, 1.0, 1.0]
  mean: 0.9809523810, std: 0.0409634537
F1 In Time: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9282051282051282, 1.0, 1.0, 0.8541666666666667, 0.9251336898395721, 1.0, 1.0, 1.0]
  mean: 0.9805003656, std: 0.0418913619
--------------------------------------------------
Subject Number: 5
Accuracy Cross: [0.9375, 0.875, 0.9375, 0.84375, 0.9375, 0.8125, 1.0, 0.84375, 0.875, 0.78125, 0.75, 0.8125, 0.875, 0.9375, 0.84375]
  mean: 0.8708333333, std: 0.0664057394
F1 Score: [0.9352226720647774, 0.8666666666666667, 0.9352226720647774, 0.8358974358974359, 0.9352226720647774, 0.8117647058823529, 1.0, 0.8435972629521017, 0.875, 0.7793103448275862, 0.746031746031746, 0.8117647058823529, 0.875, 0.9372549019607843, 0.8435972629521017]
  mean: 0.8687702033, std: 0.0669110216
Accuracy Intime: [0.9285714285714286, 1.0, 1.0, 0.9166666666666666, 1.0, 0.7857142857142857, 0.9285714285714286, 1.0, 1.0, 1.0, 0.8571428571428571, 0.9285714285714286, 1.0, 0.9166666666666666, 1.0]
  mean: 0.9507936508, std: 0.0628238648
F1 In Time: [0.9282051282051282, 1.0, 1.0, 0.916083916083916, 1.0, 0.7846153846153847, 0.9282051282051282, 1.0, 1.0, 1.0, 0.8571428571428571, 0.9282051282051282, 1.0, 0.916083916083916, 1.0]
  mean: 0.9505694306, std: 0.0630847615
--------------------------------------------------
Subject Number: 6
Accuracy Cross: [0.65625, 0.65625, 0.625, 0.6875, 0.5625, 0.8787878787878788, 0.9090909090909091, 0.8181818181818182, 0.7575757575757576, 0.8787878787878788, 0.7878787878787878, 0.8787878787878788, 0.8181818181818182, 0.8787878787878788, 0.8787878787878788]
  mean: 0.7781565657, std: 0.1093632978
F1 Score: [0.6559139784946236, 0.6559139784946236, 0.625, 0.6862745098039216, 0.5333333333333333, 0.8730769230769231, 0.9087557603686636, 0.8035714285714286, 0.7518796992481203, 0.8730769230769231, 0.7870967741935484, 0.8786764705882353, 0.8166666666666667, 0.8759398496240601, 0.8777777777777778]
  mean: 0.7735302716, std: 0.1122403885
Accuracy Intime: [1.0, 1.0, 0.9285714285714286, 0.9166666666666666, 0.9166666666666666, 0.8571428571428571, 0.9285714285714286, 0.6666666666666666, 0.75, 0.75, 0.7857142857142857, 0.9285714285714286, 1.0, 0.75, 0.75]
  mean: 0.8619047619, std: 0.1066390270
F1 In Time: [1.0, 1.0, 0.9282051282051282, 0.916083916083916, 0.916083916083916, 0.8571428571428571, 0.9282051282051282, 0.625, 0.7482517482517483, 0.7482517482517483, 0.7754010695187166, 0.9282051282051282, 1.0, 0.7482517482517483, 0.7482517482517483]
  mean: 0.8578222758, std: 0.1129354748
--------------------------------------------------
Subject Number: 7
Accuracy Cross: [0.8125, 0.84375, 0.8125, 0.90625, 0.875, 0.90625, 0.84375, 0.84375, 0.78125, 0.78125, 0.875, 0.90625, 0.90625, 0.9375, 0.9375]
  mean: 0.8645833333, std: 0.0506039908
F1 Score: [0.8095238095238095, 0.8303287380699894, 0.8, 0.9015384615384616, 0.8666666666666667, 0.9015384615384616, 0.8358974358974359, 0.8303287380699894, 0.7624602332979851, 0.751937984496124, 0.873015873015873, 0.9039039039039038, 0.9039039039039038, 0.9352226720647774, 0.9352226720647774]
  mean: 0.8560993036, std: 0.0567388592
Accuracy Intime: [0.9285714285714286, 1.0, 0.9166666666666666, 0.75, 0.75, 1.0, 1.0, 0.9166666666666666, 0.9166666666666666, 0.6666666666666666, 1.0, 1.0, 1.0, 0.75, 0.8333333333333334]
  mean: 0.8952380952, std: 0.1118625385
F1 In Time: [0.9282051282051282, 1.0, 0.8991596638655461, 0.7333333333333334, 0.7333333333333334, 1.0, 1.0, 0.8991596638655461, 0.916083916083916, 0.6571428571428571, 1.0, 1.0, 1.0, 0.7333333333333334, 0.8285714285714285]
  mean: 0.8885548438, std: 0.1173330661
--------------------------------------------------
Subject Number: 8
Accuracy Cross: [0.875, 0.90625, 0.8125, 0.875, 0.8125, 0.84375, 0.875, 0.875, 0.84375, 0.96875, 0.96875, 0.96875, 0.96875, 1.0, 0.96875]
  mean: 0.9041666667, std: 0.0619419531
F1 Score: [0.8666666666666667, 0.9039039039039038, 0.8095238095238095, 0.8745098039215686, 0.8, 0.8435972629521017, 0.8745098039215686, 0.8745098039215686, 0.8435972629521017, 0.967967967967968, 0.967967967967968, 0.967967967967968, 0.967967967967968, 1.0, 0.967967967967968]
  mean: 0.9020438772, std: 0.0635922649
Accuracy Intime: [1.0, 1.0, 0.8333333333333334, 0.9166666666666666, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 0.9285714285714286, 0.9166666666666666, 0.9166666666666666, 0.9166666666666666]
  mean: 0.9452380952, std: 0.0579636814
F1 In Time: [1.0, 1.0, 0.8285714285714285, 0.916083916083916, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 0.8285714285714285, 1.0, 0.9282051282051282, 0.8991596638655461, 0.916083916083916, 0.916083916083916]
  mean: 0.9432562209, std: 0.0599825401
--------------------------------------------------
Subject Number: 9
Accuracy Cross: [1.0, 0.96875, 0.96875, 0.96875, 0.96875, 0.90625, 0.9375, 0.90625, 0.9375, 0.9375, 1.0, 0.9375, 0.96875, 0.96875, 0.9375]
  mean: 0.9541666667, std: 0.0276385399
F1 Score: [1.0, 0.967967967967968, 0.967967967967968, 0.967967967967968, 0.967967967967968, 0.9015384615384616, 0.9352226720647774, 0.9015384615384616, 0.9352226720647774, 0.9352226720647774, 1.0, 0.9372549019607843, 0.9684729064039409, 0.9684729064039409, 0.9365079365079365]
  mean: 0.9527550308, std: 0.0289328626
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, 0.75]
  mean: 0.9722222222, std: 0.0657342198
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, 0.7333333333333334]
  mean: 0.9710334110, std: 0.0695744111
--------------------------------------------------
Subject Number: 10
Accuracy Cross: [1.0, 0.96875, 1.0, 0.96875, 1.0, 0.9375, 0.875, 0.875, 0.875, 0.90625, 0.8787878787878788, 0.9393939393939394, 0.9393939393939394, 0.9090909090909091, 0.9090909090909091]
  mean: 0.9321338384, std: 0.0454633128
F1 Score: [1.0, 0.9684729064039409, 1.0, 0.9684729064039409, 1.0, 0.9352226720647774, 0.8666666666666667, 0.8666666666666667, 0.8666666666666667, 0.9015384615384616, 0.8730769230769231, 0.9388888888888889, 0.9379699248120301, 0.905982905982906, 0.905982905982906]
  mean: 0.9290405663, std: 0.0483415629
Accuracy Intime: [1.0, 1.0, 0.9166666666666666, 1.0, 0.9166666666666666, 1.0, 1.0, 0.9166666666666666, 1.0, 0.9166666666666666, 0.8571428571428571, 1.0, 1.0, 0.9166666666666666, 0.9166666666666666]
  mean: 0.9571428571, std: 0.0479748611
F1 In Time: [1.0, 1.0, 0.8991596638655461, 1.0, 0.916083916083916, 1.0, 1.0, 0.8991596638655461, 1.0, 0.916083916083916, 0.8541666666666667, 1.0, 1.0, 0.916083916083916, 0.916083916083916]
  mean: 0.9544547772, std: 0.0507654966
--------------------------------------------------
Subject Number: 11
Accuracy Cross: [0.7878787878787878, 0.7575757575757576, 0.8484848484848485, 0.7272727272727273, 0.7272727272727273, 0.9090909090909091, 0.8484848484848485, 0.8484848484848485, 0.8484848484848485, 0.9393939393939394, 0.9090909090909091, 0.8787878787878788, 0.9090909090909091, 0.9090909090909091, 0.9696969696969697]
  mean: 0.8545454545, std: 0.0727272727
F1 Score: [0.7847157502329916, 0.7573529411764706, 0.847926267281106, 0.7262672811059908, 0.7272727272727273, 0.905982905982906, 0.8390243902439025, 0.8390243902439025, 0.8390243902439025, 0.9379699248120301, 0.905982905982906, 0.8759398496240601, 0.905982905982906, 0.907735321528425, 0.9692451071761417]
  mean: 0.8512964706, std: 0.0725370542
Accuracy Intime: [1.0, 1.0, 0.9285714285714286, 0.8333333333333334, 0.8333333333333334, 1.0, 0.9285714285714286, 0.9285714285714286, 0.8333333333333334, 0.9166666666666666, 1.0, 1.0, 0.7857142857142857, 0.75, 1.0]
  mean: 0.9158730159, std: 0.0847907329
F1 In Time: [1.0, 1.0, 0.9282051282051282, 0.8285714285714285, 0.8285714285714285, 1.0, 0.9251336898395721, 0.9251336898395721, 0.8285714285714285, 0.916083916083916, 1.0, 1.0, 0.7846153846153847, 0.7333333333333334, 1.0]
  mean: 0.9132146285, std: 0.0879756557
--------------------------------------------------
Subject Number: 12
Accuracy Cross: [0.9375, 0.90625, 0.90625, 0.9375, 0.96875, 0.9090909090909091, 0.8181818181818182, 0.8181818181818182, 0.8181818181818182, 0.8181818181818182, 0.9375, 0.9375, 0.96875, 0.96875, 0.90625]
  mean: 0.9037878788, std: 0.0557172378
F1 Score: [0.9372549019607843, 0.9015384615384616, 0.9054187192118226, 0.9365079365079365, 0.967967967967968, 0.907735321528425, 0.8166666666666667, 0.8035714285714286, 0.8035714285714286, 0.8139097744360901, 0.9352226720647774, 0.9352226720647774, 0.967967967967968, 0.967967967967968, 0.9015384615384616]
  mean: 0.9001374899, std: 0.0589392469
Accuracy Intime: [1.0, 1.0, 1.0, 0.8333333333333334, 0.9166666666666666, 1.0, 1.0, 0.9166666666666666, 1.0, 0.75, 1.0, 1.0, 1.0, 0.8333333333333334, 0.9166666666666666]
  mean: 0.9444444444, std: 0.0785674201
F1 In Time: [1.0, 1.0, 1.0, 0.8285714285714285, 0.916083916083916, 1.0, 1.0, 0.9111111111111111, 1.0, 0.7333333333333334, 1.0, 1.0, 1.0, 0.8285714285714285, 0.916083916083916]
  mean: 0.9422503423, std: 0.0823999715
--------------------------------------------------
Subject Number: 13
Accuracy Cross: [0.9375, 0.90625, 0.96875, 0.8125, 0.90625, 0.8787878787878788, 0.8787878787878788, 0.8484848484848485, 0.9696969696969697, 0.8484848484848485, 0.625, 0.6875, 0.625, 0.65625, 0.78125]
  mean: 0.8220328283, std: 0.1165249793
F1 Score: [0.9365079365079365, 0.9054187192118226, 0.9684729064039409, 0.8125, 0.906158357771261, 0.8777777777777778, 0.8786764705882353, 0.8462255358807083, 0.9695852534562213, 0.847926267281106, 0.625, 0.6875, 0.6235294117647059, 0.6559139784946236, 0.7757757757757757]
  mean: 0.8211312261, std: 0.1166366231
Accuracy Intime: [1.0, 0.9285714285714286, 0.75, 0.8333333333333334, 0.8333333333333334, 0.9285714285714286, 1.0, 0.9166666666666666, 0.9166666666666666, 0.9166666666666666, 0.9285714285714286, 1.0, 1.0, 1.0, 0.9166666666666666]
  mean: 0.9246031746, std: 0.0711192597
F1 In Time: [1.0, 0.9282051282051282, 0.7333333333333334, 0.8333333333333334, 0.8285714285714285, 0.9251336898395721, 1.0, 0.8991596638655461, 0.916083916083916, 0.916083916083916, 0.9251336898395721, 1.0, 1.0, 1.0, 0.916083916083916]
  mean: 0.9214081343, std: 0.0745141405
--------------------------------------------------
Subject Number: 14
Accuracy Cross: [0.4375, 0.4375, 0.4375, 0.4375, 0.4375, 1.0, 1.0, 1.0, 1.0, 0.96875, 0.84375, 0.875, 0.90625, 0.875, 0.8125]
  mean: 0.7645833333, std: 0.2382298726
F1 Score: [0.30434782608695654, 0.30434782608695654, 0.30434782608695654, 0.30434782608695654, 0.30434782608695654, 1.0, 1.0, 1.0, 1.0, 0.9684729064039409, 0.8303287380699894, 0.8666666666666667, 0.9015384615384616, 0.8666666666666667, 0.8]
  mean: 0.7170275047, std: 0.2981711772
Accuracy Intime: [1.0, 1.0, 1.0, 0.9166666666666666, 0.9166666666666666, 1.0, 1.0, 1.0, 0.9166666666666666, 0.9166666666666666, 1.0, 0.9285714285714286, 0.8333333333333334, 0.9166666666666666, 1.0]
  mean: 0.9563492063, std: 0.0510040286
F1 In Time: [1.0, 1.0, 1.0, 0.916083916083916, 0.916083916083916, 1.0, 1.0, 1.0, 0.916083916083916, 0.916083916083916, 1.0, 0.9282051282051282, 0.8285714285714285, 0.916083916083916, 1.0]
  mean: 0.9558130758, std: 0.0519387719
--------------------------------------------------
Subject Number: 15
Accuracy Cross: [0.9375, 0.96875, 0.90625, 0.90625, 0.90625, 0.875, 0.90625, 0.90625, 0.84375, 0.875, 0.6875, 0.90625, 0.78125, 0.875, 0.78125]
  mean: 0.8708333333, std: 0.0692845381
F1 Score: [0.9352226720647774, 0.967967967967968, 0.9015384615384616, 0.9015384615384616, 0.9015384615384616, 0.875, 0.9054187192118226, 0.9054187192118226, 0.8435972629521017, 0.875, 0.6761133603238867, 0.9054187192118226, 0.7793103448275862, 0.875, 0.7793103448275862]
  mean: 0.8684928997, std: 0.0708888758
Accuracy Intime: [1.0, 0.8571428571428571, 1.0, 0.9166666666666666, 0.8333333333333334, 0.9285714285714286, 1.0, 1.0, 0.9166666666666666, 0.9166666666666666, 0.9285714285714286, 1.0, 1.0, 0.8333333333333334, 1.0]
  mean: 0.9420634921, std: 0.0614554307
F1 In Time: [1.0, 0.8571428571428571, 1.0, 0.916083916083916, 0.8285714285714285, 0.9251336898395721, 1.0, 1.0, 0.916083916083916, 0.916083916083916, 0.9282051282051282, 1.0, 1.0, 0.8285714285714285, 1.0]
  mean: 0.9410584187, std: 0.0626935503
--------------------------------------------------
Subject Number: 16
Accuracy Cross: [0.96875, 0.9375, 0.9375, 0.84375, 0.96875, 0.96875, 0.5625, 0.90625, 0.9375, 0.90625, 0.9375, 0.90625, 0.875, 0.90625, 0.9375]
  mean: 0.9000000000, std: 0.0962851667
F1 Score: [0.967967967967968, 0.9365079365079365, 0.9372549019607843, 0.8435972629521017, 0.9684729064039409, 0.9684729064039409, 0.5333333333333333, 0.906158357771261, 0.9365079365079365, 0.906158357771261, 0.9352226720647774, 0.9015384615384616, 0.8666666666666667, 0.9015384615384616, 0.9352226720647774]
  mean: 0.8963080534, std: 0.1030030854
Accuracy Intime: [1.0, 0.9285714285714286, 0.9166666666666666, 0.8333333333333334, 0.75, 1.0, 0.9285714285714286, 1.0, 0.75, 1.0, 0.9285714285714286, 1.0, 1.0, 1.0, 0.9166666666666666]
  mean: 0.9301587302, std: 0.0851687519
F1 In Time: [1.0, 0.9251336898395721, 0.9111111111111111, 0.8333333333333334, 0.7333333333333334, 1.0, 0.9251336898395721, 1.0, 0.7333333333333334, 1.0, 0.9251336898395721, 1.0, 1.0, 1.0, 0.916083916083916]
  mean: 0.9268397398, std: 0.0899895112
--------------------------------------------------
Subject Number: 17
Accuracy Cross: [0.9090909090909091, 0.9393939393939394, 0.8787878787878788, 0.9090909090909091, 0.7878787878787878, 0.6060606060606061, 0.6666666666666666, 0.6060606060606061, 0.6060606060606061, 0.7575757575757576, 0.90625, 0.78125, 0.90625, 0.84375, 0.84375]
  mean: 0.7965277778, std: 0.1179205394
F1 Score: [0.9087557603686636, 0.9388888888888889, 0.8759398496240601, 0.907735321528425, 0.7870967741935484, 0.5925925925925926, 0.6552706552706553, 0.6046082949308755, 0.6060606060606061, 0.7573529411764706, 0.9015384615384616, 0.7757757757757757, 0.9015384615384616, 0.8398398398398399, 0.8358974358974359]
  mean: 0.7925927773, std: 0.1193011743
Accuracy Intime: [0.9285714285714286, 0.9285714285714286, 1.0, 0.6666666666666666, 0.5, 0.8571428571428571, 0.9285714285714286, 0.8333333333333334, 0.5833333333333334, 1.0, 1.0, 0.8571428571428571, 0.9285714285714286, 0.9166666666666666, 0.8333333333333334]
  mean: 0.8507936508, std: 0.1470847131
F1 In Time: [0.9251336898395721, 0.9251336898395721, 1.0, 0.6571428571428571, 0.4857142857142857, 0.8571428571428571, 0.9282051282051282, 0.7777777777777777, 0.5804195804195804, 1.0, 1.0, 0.8571428571428571, 0.9251336898395721, 0.916083916083916, 0.8285714285714285]
  mean: 0.8442401172, std: 0.1511664716
--------------------------------------------------
Subject Number: 18
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.96875, 0.9375, 0.9375, 0.96875, 0.96875, 0.9375, 0.96875, 0.96875, 0.9375]
  mean: 0.9729166667, std: 0.0251730124
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9684729064039409, 0.9365079365079365, 0.9365079365079365, 0.9684729064039409, 0.9684729064039409, 0.9372549019607843, 0.9684729064039409, 0.9684729064039409, 0.9372549019607843]
  mean: 0.9726593473, std: 0.0254211168
Accuracy Intime: [1.0, 0.9285714285714286, 1.0, 1.0, 0.9166666666666666, 0.9285714285714286, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 0.9166666666666666]
  mean: 0.9682539683, std: 0.0390424567
F1 In Time: [1.0, 0.9251336898395721, 1.0, 1.0, 0.916083916083916, 0.9282051282051282, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 0.9111111111111111, 1.0, 0.916083916083916]
  mean: 0.9675134452, std: 0.0399631383
--------------------------------------------------
Subject Number: 19
Accuracy Cross: [0.8125, 0.84375, 0.875, 0.71875, 0.84375, 1.0, 1.0, 1.0, 1.0, 1.0, 0.90625, 0.875, 0.875, 0.90625, 0.875]
  mean: 0.9020833333, std: 0.0813834374
F1 Score: [0.8117647058823529, 0.8435972629521017, 0.875, 0.7117117117117118, 0.8435972629521017, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9015384615384616, 0.8666666666666667, 0.8666666666666667, 0.9015384615384616, 0.8666666666666667]
  mean: 0.8992498578, std: 0.0830883508
Accuracy Intime: [0.9285714285714286, 1.0, 1.0, 0.75, 1.0, 0.9285714285714286, 1.0, 0.9166666666666666, 0.75, 1.0, 0.9285714285714286, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9468253968, std: 0.0836012323
F1 In Time: [0.9282051282051282, 1.0, 1.0, 0.7333333333333334, 1.0, 0.9282051282051282, 1.0, 0.8991596638655461, 0.7333333333333334, 1.0, 0.9282051282051282, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9433627810, std: 0.0893449823
--------------------------------------------------
Subject Number: 20
Accuracy Cross: [1.0, 0.96875, 1.0, 0.96875, 0.96875, 0.96875, 0.96875, 1.0, 0.9375, 0.96875, 0.9090909090909091, 0.8484848484848485, 0.9090909090909091, 0.8787878787878788, 0.8787878787878788]
  mean: 0.9449494949, std: 0.0470303284
F1 Score: [1.0, 0.9684729064039409, 1.0, 0.967967967967968, 0.967967967967968, 0.9684729064039409, 0.967967967967968, 1.0, 0.9352226720647774, 0.967967967967968, 0.905982905982906, 0.8433048433048433, 0.905982905982906, 0.8730769230769231, 0.8730769230769231]
  mean: 0.9430309905, std: 0.0490285197
Accuracy Intime: [1.0, 1.0, 1.0, 0.75, 1.0, 1.0, 0.9285714285714286, 1.0, 0.75, 1.0, 1.0, 1.0, 0.9166666666666666, 0.9166666666666666, 0.9166666666666666]
  mean: 0.9452380952, std: 0.0840445838
F1 In Time: [1.0, 1.0, 1.0, 0.7333333333333334, 1.0, 1.0, 0.9282051282051282, 1.0, 0.7333333333333334, 1.0, 1.0, 1.0, 0.9111111111111111, 0.916083916083916, 0.916083916083916]
  mean: 0.9425433825, std: 0.0893841281
--------------------------------------------------
Subject Number: 21
Accuracy Cross: [0.84375, 0.6875, 0.78125, 0.8125, 0.75, 0.96875, 0.9375, 0.9375, 1.0, 0.9375, 0.78125, 0.75, 0.84375, 0.75, 0.96875]
  mean: 0.8500000000, std: 0.0969589690
F1 Score: [0.8358974358974359, 0.6761133603238867, 0.7793103448275862, 0.8056680161943319, 0.7408906882591093, 0.967967967967968, 0.9352226720647774, 0.9352226720647774, 1.0, 0.9352226720647774, 0.7810361681329423, 0.746031746031746, 0.8435972629521017, 0.7490196078431373, 0.9684729064039409]
  mean: 0.8466449014, std: 0.0990549392
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 0.9285714285714286, 0.8571428571428571, 0.9166666666666666, 0.9166666666666666, 0.9166666666666666, 0.9285714285714286, 0.8571428571428571, 0.9166666666666666, 0.6666666666666666, 0.9166666666666666]
  mean: 0.9158730159, std: 0.0806795902
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.916083916083916, 0.9251336898395721, 0.8541666666666667, 0.8991596638655461, 0.916083916083916, 0.916083916083916, 0.9251336898395721, 0.8541666666666667, 0.9111111111111111, 0.6666666666666666, 0.916083916083916]
  mean: 0.9133249213, std: 0.0809958302
--------------------------------------------------
Subject Number: 22
Accuracy Cross: [0.96875, 0.96875, 0.90625, 0.90625, 0.875, 0.7878787878787878, 0.7575757575757576, 0.9090909090909091, 0.8484848484848485, 0.696969696969697, 0.9375, 0.875, 0.96875, 0.96875, 0.875]
  mean: 0.8833333333, std: 0.0795456049
F1 Score: [0.967967967967968, 0.967967967967968, 0.9015384615384616, 0.9015384615384616, 0.8666666666666667, 0.7878787878787878, 0.7555555555555555, 0.9087557603686636, 0.8462255358807083, 0.6966911764705883, 0.9372549019607843, 0.875, 0.9684729064039409, 0.9684729064039409, 0.875]
  mean: 0.8816658038, std: 0.0796099643
Accuracy Intime: [0.9285714285714286, 1.0, 1.0, 1.0, 0.8333333333333334, 0.9285714285714286, 0.9285714285714286, 1.0, 0.9166666666666666, 0.8333333333333334, 1.0, 0.9285714285714286, 0.9166666666666666, 1.0, 0.6666666666666666]
  mean: 0.9253968254, std: 0.0884982915
F1 In Time: [0.9282051282051282, 1.0, 1.0, 1.0, 0.8285714285714285, 0.9282051282051282, 0.9282051282051282, 1.0, 0.916083916083916, 0.8333333333333334, 1.0, 0.9282051282051282, 0.9111111111111111, 1.0, 0.6666666666666666]
  mean: 0.9245724646, std: 0.0888812337
--------------------------------------------------
Subject Number: 23
Accuracy Cross: [0.9090909090909091, 0.8484848484848485, 0.8181818181818182, 1.0, 0.9696969696969697, 0.59375, 0.5625, 0.46875, 0.625, 0.53125, 0.8787878787878788, 0.9090909090909091, 0.8181818181818182, 0.8787878787878788, 0.8787878787878788]
  mean: 0.7793560606, std: 0.1672052821
F1 Score: [0.9087557603686636, 0.8484848484848485, 0.8166666666666667, 1.0, 0.9692451071761417, 0.5588547189819725, 0.5333333333333333, 0.39756367663344405, 0.6, 0.4684385382059801, 0.8730769230769231, 0.905982905982906, 0.8096153846153846, 0.8730769230769231, 0.8730769230769231]
  mean: 0.7624114473, std: 0.1880429893
Accuracy Intime: [0.9285714285714286, 0.8571428571428571, 0.9166666666666666, 1.0, 0.6666666666666666, 0.9285714285714286, 1.0, 0.8571428571428571, 0.9166666666666666, 0.6666666666666666, 1.0, 1.0, 0.9166666666666666, 1.0, 0.8333333333333334]
  mean: 0.8992063492, std: 0.1062899622
F1 In Time: [0.9282051282051282, 0.8571428571428571, 0.9111111111111111, 1.0, 0.6571428571428571, 0.9282051282051282, 1.0, 0.8571428571428571, 0.916083916083916, 0.6571428571428571, 1.0, 1.0, 0.9111111111111111, 1.0, 0.8285714285714285]
  mean: 0.8967906168, std: 0.1091411490
--------------------------------------------------
Subject Number: 24
Accuracy Cross: [1.0, 0.875, 0.96875, 1.0, 1.0, 0.96875, 1.0, 1.0, 0.9375, 1.0, 0.9375, 0.90625, 0.78125, 0.90625, 0.9375]
  mean: 0.9479166667, std: 0.0600202512
F1 Score: [1.0, 0.8704453441295547, 0.9684729064039409, 1.0, 1.0, 0.9684729064039409, 1.0, 1.0, 0.9365079365079365, 1.0, 0.9365079365079365, 0.906158357771261, 0.7810361681329423, 0.906158357771261, 0.9372549019607843]
  mean: 0.9474009877, std: 0.0604591220
Accuracy Intime: [0.9285714285714286, 0.7857142857142857, 0.9166666666666666, 1.0, 0.9166666666666666, 1.0, 0.9285714285714286, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 0.9166666666666666, 1.0]
  mean: 0.9428571429, std: 0.0646521011
F1 In Time: [0.9251336898395721, 0.7754010695187166, 0.9111111111111111, 1.0, 0.916083916083916, 1.0, 0.9251336898395721, 0.8285714285714285, 1.0, 1.0, 1.0, 1.0, 0.9111111111111111, 0.916083916083916, 1.0]
  mean: 0.9405753288, std: 0.0673098694
--------------------------------------------------
Subject Number: 25
Accuracy Cross: [0.8181818181818182, 0.8787878787878788, 0.9090909090909091, 0.8484848484848485, 0.8181818181818182, 0.65625, 0.6875, 0.71875, 0.90625, 0.8125, 0.875, 0.9375, 0.96875, 0.9375, 0.90625]
  mean: 0.8452651515, std: 0.0912712431
F1 Score: [0.8180147058823529, 0.8777777777777778, 0.9087557603686636, 0.847926267281106, 0.8166666666666667, 0.6476476476476476, 0.6761133603238867, 0.7117117117117118, 0.906158357771261, 0.8117647058823529, 0.8666666666666667, 0.9352226720647774, 0.967967967967968, 0.9352226720647774, 0.9015384615384616]
  mean: 0.8419436934, std: 0.0936971651
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 1.0, 0.9285714285714286, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 0.8333333333333334, 0.9166666666666666, 0.75]
  mean: 0.9563492063, std: 0.0733429527
F1 In Time: [1.0, 1.0, 1.0, 1.0, 1.0, 0.9282051282051282, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 0.8125, 0.916083916083916, 0.7333333333333334]
  mean: 0.9537470862, std: 0.0789158634
--------------------------------------------------
Subject Number: 26
Accuracy Cross: [0.9393939393939394, 0.9696969696969697, 0.9696969696969697, 0.9696969696969697, 0.9393939393939394, 0.96875, 0.9375, 1.0, 0.8125, 0.875, 0.9375, 0.9375, 0.9375, 0.90625, 0.9375]
  mean: 0.9358585859, std: 0.0435639912
F1 Score: [0.9393382352941176, 0.9692451071761417, 0.9695852534562213, 0.9695852534562213, 0.9393382352941176, 0.9684729064039409, 0.9365079365079365, 1.0, 0.8117647058823529, 0.875, 0.9352226720647774, 0.9352226720647774, 0.9352226720647774, 0.9015384615384616, 0.9352226720647774]
  mean: 0.9347511189, std: 0.0438605656
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.75, 1.0, 1.0, 1.0, 0.8333333333333334, 0.6666666666666666, 1.0, 1.0, 0.9166666666666666, 1.0, 0.9166666666666666]
  mean: 0.9388888889, std: 0.1030402055
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.7482517482517483, 1.0, 1.0, 1.0, 0.8285714285714285, 0.625, 1.0, 1.0, 0.9111111111111111, 1.0, 0.916083916083916]
  mean: 0.9352678803, std: 0.1111993319
--------------------------------------------------
Subject Number: 27
Accuracy Cross: [0.9090909090909091, 0.9393939393939394, 0.8787878787878788, 0.9090909090909091, 0.7878787878787878, 0.6060606060606061, 0.6666666666666666, 0.6060606060606061, 0.6060606060606061, 0.7575757575757576, 0.90625, 0.78125, 0.90625, 0.84375, 0.84375]
  mean: 0.7965277778, std: 0.1179205394
F1 Score: [0.9087557603686636, 0.9388888888888889, 0.8759398496240601, 0.907735321528425, 0.7870967741935484, 0.5925925925925926, 0.6552706552706553, 0.6046082949308755, 0.6060606060606061, 0.7573529411764706, 0.9015384615384616, 0.7757757757757757, 0.9015384615384616, 0.8398398398398399, 0.8358974358974359]
  mean: 0.7925927773, std: 0.1193011743
Accuracy Intime: [0.9285714285714286, 0.9285714285714286, 1.0, 0.6666666666666666, 0.5, 0.8571428571428571, 0.9285714285714286, 0.8333333333333334, 0.5833333333333334, 1.0, 1.0, 0.8571428571428571, 0.9285714285714286, 0.9166666666666666, 0.8333333333333334]
  mean: 0.8507936508, std: 0.1470847131
F1 In Time: [0.9251336898395721, 0.9251336898395721, 1.0, 0.6571428571428571, 0.4857142857142857, 0.8571428571428571, 0.9282051282051282, 0.7777777777777777, 0.5804195804195804, 1.0, 1.0, 0.8571428571428571, 0.9251336898395721, 0.916083916083916, 0.8285714285714285]
  mean: 0.8442401172, std: 0.1511664716
--------------------------------------------------
Subject Number: 28
Accuracy Cross: [0.9375, 0.875, 0.9375, 0.78125, 0.8125, 0.84375, 0.9375, 0.78125, 0.71875, 0.78125, 0.46875, 0.71875, 0.6875, 0.75, 0.46875]
  mean: 0.7666666667, std: 0.1406211419
F1 Score: [0.9372549019607843, 0.8666666666666667, 0.9352226720647774, 0.7702564102564102, 0.8095238095238095, 0.8303287380699894, 0.9352226720647774, 0.751937984496124, 0.6631578947368422, 0.751937984496124, 0.45545545545545546, 0.716256157635468, 0.6862745098039216, 0.7490196078431373, 0.39756367663344405]
  mean: 0.7504052761, std: 0.1530602265
Accuracy Intime: [1.0, 0.9285714285714286, 1.0, 0.75, 0.8333333333333334, 1.0, 1.0, 0.5833333333333334, 0.9166666666666666, 0.8333333333333334, 0.9285714285714286, 1.0, 1.0, 0.75, 0.5833333333333334]
  mean: 0.8738095238, std: 0.1428439147
F1 In Time: [1.0, 0.9251336898395721, 1.0, 0.7482517482517483, 0.8285714285714285, 1.0, 1.0, 0.5555555555555556, 0.916083916083916, 0.8333333333333334, 0.9282051282051282, 1.0, 1.0, 0.7333333333333334, 0.5804195804195804]
  mean: 0.8699258476, std: 0.1481540908
--------------------------------------------------
Subject Number: 29
Accuracy Cross: [0.96875, 0.9375, 0.9375, 0.96875, 0.90625, 0.96875, 1.0, 1.0, 1.0, 0.96875, 1.0, 1.0, 0.9696969696969697, 1.0, 1.0]
  mean: 0.9750631313, std: 0.0283999705
F1 Score: [0.967967967967968, 0.9352226720647774, 0.9352226720647774, 0.967967967967968, 0.9015384615384616, 0.967967967967968, 1.0, 1.0, 1.0, 0.967967967967968, 1.0, 1.0, 0.9695852534562213, 1.0, 1.0]
  mean: 0.9742293954, std: 0.0296133744
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 0.9285714285714286, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9841269841, std: 0.0318450836
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 0.916083916083916, 0.9251336898395721, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9838201015, std: 0.0324159898
--------------------------------------------------
**************************************************
accuracy_cross_list: [0.9632575757575758, 0.8898989898989897, 0.9260732323232325, 0.9595959595959597, 0.8708333333333333, 0.7781565656565658, 0.8645833333333334, 0.9041666666666667, 0.9541666666666667, 0.9321338383838383, 0.8545454545454544, 0.9037878787878788, 0.8220328282828283, 0.7645833333333333, 0.8708333333333333, 0.9, 0.7965277777777778, 0.9729166666666667, 0.9020833333333333, 0.9449494949494948, 0.85, 0.8833333333333333, 0.7793560606060606, 0.9479166666666666, 0.8452651515151516, 0.935858585858586, 0.7965277777777778, 0.7666666666666667, 0.9750631313131313]
f1_score_list: [0.9629652597562547, 0.885234275761276, 0.9237730598256358, 0.9591930250492396, 0.868770203283164, 0.77353027155459, 0.8560993036034773, 0.9020438771735422, 0.952755030827982, 0.9290405663436516, 0.8512964705926914, 0.900137489904331, 0.821131226060941, 0.7170275046520339, 0.868492899680984, 0.8963080534302406, 0.7925927772816508, 0.9726593472638096, 0.8992498577716794, 0.9430309905446023, 0.8466449014019014, 0.8816658037734997, 0.7624114473120073, 0.9474009877059706, 0.8419436934410719, 0.9347511188845746, 0.7925927772816508, 0.7504052761138488, 0.9742293953997407]
accuracy_intime_list: [0.9785714285714284, 0.86984126984127, 0.9595238095238094, 0.980952380952381, 0.9507936507936509, 0.8619047619047621, 0.8952380952380952, 0.9452380952380951, 0.9722222222222221, 0.9571428571428571, 0.915873015873016, 0.9444444444444444, 0.9246031746031744, 0.9563492063492063, 0.942063492063492, 0.9301587301587302, 0.8507936507936508, 0.9682539682539681, 0.9468253968253968, 0.9452380952380951, 0.9158730158730157, 0.9253968253968254, 0.8992063492063491, 0.9428571428571428, 0.9563492063492063, 0.9388888888888888, 0.8507936507936508, 0.8738095238095239, 0.9841269841269841]
f1_in_time_list: [0.9778941755412345, 0.8533149839496589, 0.958986013986014, 0.9805003656474245, 0.9505694305694307, 0.8578222757634522, 0.8885548438489614, 0.9432562209032799, 0.9710334110334112, 0.9544547772488949, 0.9132146285087462, 0.9422503422503422, 0.921408134349311, 0.955813075813076, 0.9410584187054777, 0.9268397397809163, 0.8442401171812938, 0.9675134451605041, 0.9433627810098398, 0.9425433825433827, 0.9133249212660978, 0.9245724645724647, 0.8967906167906168, 0.940575328810623, 0.9537470862470864, 0.9352678802678803, 0.8442401171812938, 0.8699258475729063, 0.9838201014671604]
**************************************************
Mean Accuracy: 0.8812108150
Mean F1: 0.8761164445
Std Accuracy: 0.0649819580
Std F1: 0.0705510508
Mean Accuracy (Intime): 0.9304597701
Std Accuracy (Intime): 0.0382672713
Mean F1 (Intime): 0.9274791354
Std F1 (Intime): 0.0404989849
ACC: 88.12±6.50
F1: 87.61±7.06
Intime: 93.05±3.83
F1 (Intime): 92.75±4.05
