Learning Rate: 0.001

Subject Number: 1
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 0.9393939393939394, 0.9393939393939394, 0.9696969696969697, 0.9393939393939394, 0.9393939393939394, 0.96875, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9797348485, std: 0.0263654686
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 0.9379699248120301, 0.9379699248120301, 0.9692451071761417, 0.9379699248120301, 0.9379699248120301, 0.967967967967968, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9792728516, std: 0.0269797643
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: 2
Accuracy Cross: [0.9393939393939394, 0.9393939393939394, 0.9090909090909091, 0.9696969696969697, 0.9090909090909091, 0.9375, 0.9375, 0.9375, 0.9375, 0.96875, 0.8181818181818182, 0.9393939393939394, 0.9090909090909091, 0.9696969696969697, 0.9393939393939394]
  mean: 0.9307449495, std: 0.0356256438
F1 Score: [0.9379699248120301, 0.9379699248120301, 0.907735321528425, 0.9692451071761417, 0.905982905982906, 0.9372549019607843, 0.9372549019607843, 0.9372549019607843, 0.9365079365079365, 0.9684729064039409, 0.8035714285714286, 0.9379699248120301, 0.905982905982906, 0.9692451071761417, 0.9379699248120301]
  mean: 0.9286925350, std: 0.0388353391
Accuracy Intime: [1.0, 1.0, 0.9166666666666666, 0.9166666666666666, 0.8333333333333334, 0.9285714285714286, 1.0, 1.0, 0.75, 0.9166666666666666, 0.8571428571428571, 0.9285714285714286, 1.0, 1.0, 0.9166666666666666]
  mean: 0.9309523810, std: 0.0717189863
F1 In Time: [1.0, 1.0, 0.9111111111111111, 0.916083916083916, 0.8333333333333334, 0.9251336898395721, 1.0, 1.0, 0.7333333333333334, 0.916083916083916, 0.8444444444444444, 0.9251336898395721, 1.0, 1.0, 0.916083916083916]
  mean: 0.9280494233, std: 0.0755733764
--------------------------------------------------
Subject Number: 3
Accuracy Cross: [0.875, 0.875, 0.875, 0.875, 0.875, 0.9696969696969697, 0.9393939393939394, 0.9393939393939394, 0.9393939393939394, 0.9393939393939394, 0.9090909090909091, 0.9696969696969697, 0.9696969696969697, 0.9393939393939394, 0.9696969696969697]
  mean: 0.9239898990, std: 0.0380919926
F1 Score: [0.8666666666666667, 0.8666666666666667, 0.8666666666666667, 0.8666666666666667, 0.8666666666666667, 0.9692451071761417, 0.9379699248120301, 0.9379699248120301, 0.9379699248120301, 0.9379699248120301, 0.907735321528425, 0.9692451071761417, 0.9692451071761417, 0.9388888888888889, 0.9692451071761417]
  mean: 0.9205878448, std: 0.0414055120
Accuracy Intime: [1.0, 0.9285714285714286, 1.0, 0.9166666666666666, 1.0, 1.0, 0.9285714285714286, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 0.8333333333333334]
  mean: 0.9682539683, std: 0.0494998925
F1 In Time: [1.0, 0.9251336898395721, 1.0, 0.916083916083916, 1.0, 1.0, 0.9251336898395721, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 0.8285714285714285]
  mean: 0.9674004427, std: 0.0508202946
--------------------------------------------------
Subject Number: 4
Accuracy Cross: [0.9696969696969697, 0.9393939393939394, 0.9393939393939394, 0.9393939393939394, 0.9393939393939394, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9818181818, std: 0.0266482949
F1 Score: [0.9692451071761417, 0.9379699248120301, 0.9379699248120301, 0.9379699248120301, 0.9379699248120301, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9814083204, std: 0.0272666171
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8571428571428571, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9904761905, std: 0.0356348323
F1 In Time: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8541666666666667, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9902777778, std: 0.0363772246
--------------------------------------------------
Subject Number: 5
Accuracy Cross: [0.96875, 0.96875, 0.96875, 0.875, 0.96875, 1.0, 1.0, 1.0, 1.0, 1.0, 0.96875, 0.96875, 0.96875, 0.96875, 0.96875]
  mean: 0.9729166667, std: 0.0299014585
F1 Score: [0.967967967967968, 0.967967967967968, 0.967967967967968, 0.8666666666666667, 0.967967967967968, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9684729064039409, 0.9684729064039409, 0.9684729064039409, 0.9684729064039409, 0.9684729064039409]
  mean: 0.9720602047, std: 0.0317724071
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: 6
Accuracy Cross: [0.71875, 0.71875, 0.71875, 0.65625, 0.65625, 0.8484848484848485, 0.9090909090909091, 0.8484848484848485, 0.8484848484848485, 0.8181818181818182, 0.8181818181818182, 0.9393939393939394, 0.9090909090909091, 0.9393939393939394, 0.9393939393939394]
  mean: 0.8191287879, std: 0.0984721000
F1 Score: [0.718475073313783, 0.718475073313783, 0.718475073313783, 0.6559139784946236, 0.6532019704433498, 0.8390243902439025, 0.905982905982906, 0.8390243902439025, 0.8390243902439025, 0.8035714285714286, 0.8139097744360901, 0.9393382352941176, 0.9087557603686636, 0.9379699248120301, 0.9393382352941176]
  mean: 0.8153653736, std: 0.0981186659
Accuracy Intime: [1.0, 1.0, 0.9285714285714286, 0.9166666666666666, 0.8333333333333334, 0.9285714285714286, 0.9285714285714286, 0.9166666666666666, 0.8333333333333334, 0.8333333333333334, 0.7142857142857143, 0.9285714285714286, 1.0, 0.75, 0.5833333333333334]
  mean: 0.8730158730, std: 0.1135780560
F1 In Time: [1.0, 1.0, 0.9282051282051282, 0.916083916083916, 0.8285714285714285, 0.9282051282051282, 0.9282051282051282, 0.9111111111111111, 0.8285714285714285, 0.8333333333333334, 0.6888888888888889, 0.9282051282051282, 1.0, 0.7482517482517483, 0.5555555555555556]
  mean: 0.8682125282, std: 0.1209114139
--------------------------------------------------
Subject Number: 7
Accuracy Cross: [0.9375, 0.9375, 0.96875, 0.96875, 0.875, 0.9375, 0.90625, 0.90625, 0.875, 0.875, 0.96875, 0.9375, 0.96875, 0.96875, 0.96875]
  mean: 0.9333333333, std: 0.0358430219
F1 Score: [0.9352226720647774, 0.9352226720647774, 0.967967967967968, 0.967967967967968, 0.8666666666666667, 0.9352226720647774, 0.9015384615384616, 0.9015384615384616, 0.8704453441295547, 0.8666666666666667, 0.967967967967968, 0.9352226720647774, 0.967967967967968, 0.967967967967968, 0.967967967967968]
  mean: 0.9303702731, std: 0.0382496587
Accuracy Intime: [1.0, 1.0, 0.9166666666666666, 0.8333333333333334, 0.8333333333333334, 1.0, 1.0, 0.9166666666666666, 0.9166666666666666, 0.75, 1.0, 1.0, 1.0, 0.9166666666666666, 0.8333333333333334]
  mean: 0.9277777778, std: 0.0797372227
F1 In Time: [1.0, 1.0, 0.8991596638655461, 0.8285714285714285, 0.8285714285714285, 1.0, 1.0, 0.8991596638655461, 0.916083916083916, 0.7333333333333334, 1.0, 1.0, 1.0, 0.916083916083916, 0.8285714285714285]
  mean: 0.9233023186, std: 0.0838481669
--------------------------------------------------
Subject Number: 8
Accuracy Cross: [0.90625, 0.96875, 0.96875, 0.96875, 0.90625, 0.875, 0.96875, 0.90625, 0.9375, 0.9375, 0.96875, 0.9375, 0.96875, 0.96875, 0.96875]
  mean: 0.9437500000, std: 0.0306186218
F1 Score: [0.9015384615384616, 0.967967967967968, 0.967967967967968, 0.967967967967968, 0.9015384615384616, 0.8745098039215686, 0.967967967967968, 0.9054187192118226, 0.9365079365079365, 0.9352226720647774, 0.967967967967968, 0.9352226720647774, 0.967967967967968, 0.967967967967968, 0.967967967967968]
  mean: 0.9422468314, std: 0.0312870420
Accuracy Intime: [1.0, 1.0, 0.9166666666666666, 0.9166666666666666, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 0.9166666666666666, 1.0, 0.9166666666666666]
  mean: 0.9611111111, std: 0.0515201028
F1 In Time: [1.0, 1.0, 0.9111111111111111, 0.916083916083916, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 0.8285714285714285, 1.0, 1.0, 0.8991596638655461, 1.0, 0.916083916083916]
  mean: 0.9591395968, std: 0.0538763413
--------------------------------------------------
Subject Number: 9
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 0.96875, 0.90625, 0.9375, 0.96875, 0.9375, 0.875, 1.0, 1.0, 1.0, 1.0, 0.96875]
  mean: 0.9708333333, std: 0.0386400771
F1 Score: [1.0, 1.0, 1.0, 1.0, 0.967967967967968, 0.9015384615384616, 0.9352226720647774, 0.967967967967968, 0.9352226720647774, 0.8666666666666667, 1.0, 1.0, 1.0, 1.0, 0.967967967967968]
  mean: 0.9695036251, std: 0.0408186042
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 0.75]
  mean: 0.9666666667, std: 0.0732828109
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.8285714285714285, 1.0, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 0.7333333333333334]
  mean: 0.9651992452, std: 0.0771899766
--------------------------------------------------
Subject Number: 10
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 0.84375, 0.875, 0.84375, 0.84375, 0.875, 0.9090909090909091, 0.9696969696969697, 0.9696969696969697, 0.9090909090909091, 0.9090909090909091]
  mean: 0.9298611111, std: 0.0618224162
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 0.8303287380699894, 0.8666666666666667, 0.8303287380699894, 0.8303287380699894, 0.8666666666666667, 0.905982905982906, 0.9692451071761417, 0.9692451071761417, 0.905982905982906, 0.905982905982906]
  mean: 0.9253838987, std: 0.0667415398
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, 0.9166666666666666, 1.0]
  mean: 0.9785714286, std: 0.0356348323
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, 0.916083916083916, 1.0]
  mean: 0.9782256959, std: 0.0361652568
--------------------------------------------------
Subject Number: 11
Accuracy Cross: [0.8787878787878788, 0.8484848484848485, 0.8787878787878788, 0.8787878787878788, 0.8787878787878788, 0.9696969696969697, 0.9393939393939394, 0.9393939393939394, 0.9393939393939394, 0.8787878787878788, 0.9090909090909091, 0.9090909090909091, 0.9090909090909091, 0.9090909090909091, 0.9393939393939394]
  mean: 0.9070707071, std: 0.0321967221
F1 Score: [0.8777777777777778, 0.8462255358807083, 0.8777777777777778, 0.8759398496240601, 0.8777777777777778, 0.9692451071761417, 0.9379699248120301, 0.9379699248120301, 0.9379699248120301, 0.8730769230769231, 0.905982905982906, 0.905982905982906, 0.905982905982906, 0.905982905982906, 0.9379699248120301]
  mean: 0.9049088048, std: 0.0326806754
Accuracy Intime: [1.0, 1.0, 1.0, 0.9166666666666666, 0.8333333333333334, 1.0, 0.9285714285714286, 1.0, 0.8333333333333334, 0.9166666666666666, 1.0, 1.0, 0.9285714285714286, 0.8333333333333334, 1.0]
  mean: 0.9460317460, std: 0.0651857435
F1 In Time: [1.0, 1.0, 1.0, 0.916083916083916, 0.8285714285714285, 1.0, 0.9251336898395721, 1.0, 0.8285714285714285, 0.916083916083916, 1.0, 1.0, 0.9282051282051282, 0.8285714285714285, 1.0]
  mean: 0.9447480624, std: 0.0669402233
--------------------------------------------------
Subject Number: 12
Accuracy Cross: [0.96875, 0.90625, 0.96875, 0.9375, 0.96875, 0.8787878787878788, 0.8787878787878788, 0.8787878787878788, 0.8787878787878788, 0.8484848484848485, 0.96875, 0.9375, 0.96875, 0.96875, 0.9375]
  mean: 0.9263257576, std: 0.0421703940
F1 Score: [0.9684729064039409, 0.9015384615384616, 0.9684729064039409, 0.9365079365079365, 0.967967967967968, 0.8759398496240601, 0.8730769230769231, 0.8730769230769231, 0.8730769230769231, 0.8390243902439025, 0.967967967967968, 0.9352226720647774, 0.967967967967968, 0.967967967967968, 0.9352226720647774]
  mean: 0.9234336291, std: 0.0446516693
Accuracy Intime: [1.0, 1.0, 1.0, 0.8333333333333334, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 0.8333333333333334, 1.0]
  mean: 0.9666666667, std: 0.0593171014
F1 In Time: [1.0, 1.0, 1.0, 0.8285714285714285, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 0.8285714285714285, 1.0]
  mean: 0.9659540460, std: 0.0608125117
--------------------------------------------------
Subject Number: 13
Accuracy Cross: [1.0, 1.0, 1.0, 0.9375, 0.96875, 0.9090909090909091, 0.8484848484848485, 0.9696969696969697, 1.0, 0.9696969696969697, 0.8125, 0.8125, 0.71875, 0.78125, 0.8125]
  mean: 0.9027146465, std: 0.0925188048
F1 Score: [1.0, 1.0, 1.0, 0.9365079365079365, 0.9684729064039409, 0.907735321528425, 0.847926267281106, 0.9692451071761417, 1.0, 0.9692451071761417, 0.8056680161943319, 0.8056680161943319, 0.718475073313783, 0.7793103448275862, 0.8056680161943319]
  mean: 0.9009281409, std: 0.0940151004
Accuracy Intime: [1.0, 1.0, 0.8333333333333334, 0.9166666666666666, 0.75, 0.9285714285714286, 1.0, 0.9166666666666666, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666]
  mean: 0.9452380952, std: 0.0721916907
F1 In Time: [1.0, 1.0, 0.7777777777777777, 0.916083916083916, 0.7482517482517483, 0.9251336898395721, 1.0, 0.8991596638655461, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 0.916083916083916]
  mean: 0.9399049752, std: 0.0797864581
--------------------------------------------------
Subject Number: 14
Accuracy Cross: [0.4375, 0.46875, 0.4375, 0.4375, 0.4375, 0.96875, 1.0, 0.96875, 1.0, 1.0, 0.78125, 0.78125, 0.78125, 0.78125, 0.78125]
  mean: 0.7375000000, std: 0.2244205502
F1 Score: [0.30434782608695654, 0.36374269005847953, 0.30434782608695654, 0.30434782608695654, 0.30434782608695654, 0.967967967967968, 1.0, 0.967967967967968, 1.0, 1.0, 0.751937984496124, 0.751937984496124, 0.751937984496124, 0.751937984496124, 0.751937984496124]
  mean: 0.6851173235, std: 0.2784493459
Accuracy Intime: [1.0, 0.9285714285714286, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0]
  mean: 0.9841269841, std: 0.0318450836
F1 In Time: [1.0, 0.9282051282051282, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 0.9111111111111111, 1.0, 1.0]
  mean: 0.9836933437, std: 0.0327709645
--------------------------------------------------
Subject Number: 15
Accuracy Cross: [0.96875, 1.0, 0.9375, 0.90625, 0.9375, 1.0, 0.96875, 1.0, 1.0, 1.0, 0.9375, 0.90625, 0.90625, 1.0, 0.90625]
  mean: 0.9583333333, std: 0.0389755978
F1 Score: [0.967967967967968, 1.0, 0.9352226720647774, 0.9015384615384616, 0.9352226720647774, 1.0, 0.967967967967968, 1.0, 1.0, 1.0, 0.9365079365079365, 0.9054187192118226, 0.9054187192118226, 1.0, 0.9054187192118226]
  mean: 0.9573789224, std: 0.0397984384
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9833333333, std: 0.0451335467
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.8285714285714285, 1.0, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9829770230, std: 0.0462478382
--------------------------------------------------
Subject Number: 16
Accuracy Cross: [1.0, 0.96875, 1.0, 0.9375, 0.96875, 0.96875, 0.875, 0.96875, 0.96875, 1.0, 0.875, 0.84375, 0.90625, 0.9375, 0.84375]
  mean: 0.9375000000, std: 0.0535218024
F1 Score: [1.0, 0.967967967967968, 1.0, 0.9352226720647774, 0.967967967967968, 0.9684729064039409, 0.8745098039215686, 0.9684729064039409, 0.967967967967968, 1.0, 0.8666666666666667, 0.8303287380699894, 0.9015384615384616, 0.9352226720647774, 0.8303287380699894]
  mean: 0.9343111646, std: 0.0574629402
Accuracy Intime: [1.0, 0.9285714285714286, 1.0, 0.9166666666666666, 0.9166666666666666, 1.0, 0.8571428571428571, 1.0, 0.8333333333333334, 1.0, 0.9285714285714286, 0.8571428571428571, 1.0, 1.0, 0.9166666666666666]
  mean: 0.9436507937, std: 0.0588801174
F1 In Time: [1.0, 0.9251336898395721, 1.0, 0.916083916083916, 0.916083916083916, 1.0, 0.8444444444444444, 1.0, 0.8285714285714285, 1.0, 0.9251336898395721, 0.8444444444444444, 1.0, 1.0, 0.916083916083916]
  mean: 0.9410652964, std: 0.0621927025
--------------------------------------------------
Subject Number: 17
Accuracy Cross: [0.9090909090909091, 1.0, 0.9090909090909091, 0.9090909090909091, 0.9090909090909091, 0.7575757575757576, 0.7272727272727273, 0.5757575757575758, 0.696969696969697, 0.8787878787878788, 0.875, 0.8125, 0.90625, 0.875, 0.90625]
  mean: 0.8431818182, std: 0.1057714990
F1 Score: [0.905982905982906, 1.0, 0.905982905982906, 0.905982905982906, 0.905982905982906, 0.7555555555555555, 0.723205964585275, 0.5657894736842105, 0.6944444444444444, 0.8786764705882353, 0.8704453441295547, 0.8056680161943319, 0.9015384615384616, 0.8666666666666667, 0.9015384615384616]
  mean: 0.8391640322, std: 0.1070951556
Accuracy Intime: [1.0, 0.9285714285714286, 1.0, 0.75, 0.75, 1.0, 1.0, 0.9166666666666666, 0.5833333333333334, 0.9166666666666666, 1.0, 0.9285714285714286, 1.0, 0.9166666666666666, 0.9166666666666666]
  mean: 0.9071428571, std: 0.1175460862
F1 In Time: [1.0, 0.9282051282051282, 1.0, 0.7333333333333334, 0.7333333333333334, 1.0, 1.0, 0.8991596638655461, 0.4957983193277311, 0.916083916083916, 1.0, 0.9282051282051282, 1.0, 0.916083916083916, 0.916083916083916]
  mean: 0.8977524436, std: 0.1369249486
--------------------------------------------------
Subject Number: 18
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 0.9696969696969697, 0.96875, 0.96875, 1.0, 1.0, 1.0, 1.0, 0.96875, 1.0, 1.0, 1.0]
  mean: 0.9917297980, std: 0.0137162131
F1 Score: [1.0, 1.0, 1.0, 1.0, 0.9692451071761417, 0.967967967967968, 0.967967967967968, 1.0, 1.0, 1.0, 1.0, 0.9684729064039409, 1.0, 1.0, 1.0]
  mean: 0.9915769300, std: 0.0139706874
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, 0.9166666666666666]
  mean: 0.9944444444, std: 0.0207869855
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, 0.916083916083916]
  mean: 0.9944055944, std: 0.0209323490
--------------------------------------------------
Subject Number: 19
Accuracy Cross: [0.96875, 0.96875, 0.9375, 0.96875, 0.96875, 1.0, 1.0, 1.0, 1.0, 1.0, 0.84375, 0.875, 0.875, 0.875, 0.84375]
  mean: 0.9416666667, std: 0.0591461232
F1 Score: [0.9684729064039409, 0.9684729064039409, 0.9372549019607843, 0.9684729064039409, 0.9684729064039409, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8303287380699894, 0.8666666666666667, 0.8666666666666667, 0.8666666666666667, 0.8303287380699894]
  mean: 0.9381202669, std: 0.0639720069
Accuracy Intime: [1.0, 1.0, 1.0, 0.75, 1.0, 1.0, 1.0, 1.0, 0.75, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9666666667, std: 0.0849836586
F1 In Time: [1.0, 1.0, 1.0, 0.7333333333333334, 1.0, 1.0, 1.0, 1.0, 0.7333333333333334, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9644444444, std: 0.0906492358
--------------------------------------------------
Subject Number: 20
Accuracy Cross: [0.96875, 0.96875, 1.0, 0.96875, 1.0, 1.0, 1.0, 1.0, 0.90625, 1.0, 0.9393939393939394, 0.9090909090909091, 0.9090909090909091, 0.8787878787878788, 0.8787878787878788]
  mean: 0.9551767677, std: 0.0455841307
F1 Score: [0.967967967967968, 0.967967967967968, 1.0, 0.967967967967968, 1.0, 1.0, 1.0, 1.0, 0.9015384615384616, 1.0, 0.9379699248120301, 0.905982905982906, 0.905982905982906, 0.8730769230769231, 0.8730769230769231]
  mean: 0.9534354632, std: 0.0476053776
Accuracy Intime: [1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 0.75, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666]
  mean: 0.9666666667, std: 0.0732828109
F1 In Time: [1.0, 1.0, 1.0, 0.8285714285714285, 1.0, 1.0, 1.0, 1.0, 0.7333333333333334, 1.0, 1.0, 1.0, 1.0, 1.0, 0.916083916083916]
  mean: 0.9651992452, std: 0.0771899766
--------------------------------------------------
Subject Number: 21
Accuracy Cross: [0.8125, 0.71875, 0.78125, 0.84375, 0.8125, 0.9375, 0.96875, 1.0, 1.0, 0.96875, 0.84375, 0.75, 0.875, 1.0, 0.96875]
  mean: 0.8854166667, std: 0.0945567143
F1 Score: [0.7922077922077921, 0.694591728525981, 0.7702564102564102, 0.8303287380699894, 0.7922077922077921, 0.9352226720647774, 0.967967967967968, 1.0, 1.0, 0.967967967967968, 0.8423645320197044, 0.7490196078431373, 0.875, 1.0, 0.9684729064039409]
  mean: 0.8790405410, std: 0.1008098107
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9285714285714286, 0.9166666666666666, 0.9166666666666666, 0.9166666666666666, 0.9285714285714286, 0.8571428571428571, 1.0, 0.75, 0.9166666666666666]
  mean: 0.9420634921, std: 0.0685762050
F1 In Time: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9251336898395721, 0.8991596638655461, 0.916083916083916, 0.916083916083916, 0.9251336898395721, 0.8541666666666667, 1.0, 0.7482517482517483, 0.916083916083916]
  mean: 0.9400064804, std: 0.0698382117
--------------------------------------------------
Subject Number: 22
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 0.875, 0.9090909090909091, 0.9090909090909091, 0.9393939393939394, 0.9090909090909091, 0.8484848484848485, 0.96875, 0.96875, 0.96875, 1.0, 0.96875]
  mean: 0.9510101010, std: 0.0482731265
F1 Score: [1.0, 1.0, 1.0, 1.0, 0.8666666666666667, 0.907735321528425, 0.905982905982906, 0.9379699248120301, 0.905982905982906, 0.8390243902439025, 0.9684729064039409, 0.9684729064039409, 0.9684729064039409, 1.0, 0.9684729064039409]
  mean: 0.9491502494, std: 0.0509380194
Accuracy Intime: [0.9285714285714286, 1.0, 1.0, 1.0, 0.8333333333333334, 0.9285714285714286, 1.0, 1.0, 1.0, 0.75, 1.0, 1.0, 1.0, 1.0, 0.5833333333333334]
  mean: 0.9349206349, std: 0.1184801289
F1 In Time: [0.9282051282051282, 1.0, 1.0, 1.0, 0.8285714285714285, 0.9282051282051282, 1.0, 1.0, 1.0, 0.7333333333333334, 1.0, 1.0, 1.0, 1.0, 0.5555555555555556]
  mean: 0.9315913716, std: 0.1260006960
--------------------------------------------------
Subject Number: 23
Accuracy Cross: [1.0, 0.9696969696969697, 1.0, 1.0, 0.9090909090909091, 0.8125, 0.84375, 0.75, 0.8125, 0.75, 0.8787878787878788, 0.8787878787878788, 0.9090909090909091, 0.9393939393939394, 0.8787878787878788]
  mean: 0.8888257576, std: 0.0814568633
F1 Score: [1.0, 0.9692451071761417, 1.0, 1.0, 0.905982905982906, 0.8117647058823529, 0.8435972629521017, 0.746031746031746, 0.8117647058823529, 0.75, 0.8730769230769231, 0.8759398496240601, 0.905982905982906, 0.9379699248120301, 0.8730769230769231]
  mean: 0.8869621974, std: 0.0819534206
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.6666666666666666, 1.0, 1.0, 1.0, 0.9166666666666666, 0.75, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666]
  mean: 0.9500000000, std: 0.1000000000
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.6571428571428571, 1.0, 1.0, 1.0, 0.916083916083916, 0.7333333333333334, 1.0, 1.0, 1.0, 1.0, 0.916083916083916]
  mean: 0.9481762682, std: 0.1040706369
--------------------------------------------------
Subject Number: 24
Accuracy Cross: [1.0, 0.96875, 1.0, 1.0, 1.0, 0.96875, 0.96875, 0.96875, 1.0, 1.0, 0.96875, 0.9375, 0.9375, 0.96875, 0.96875]
  mean: 0.9770833333, std: 0.0212459146
F1 Score: [1.0, 0.967967967967968, 1.0, 1.0, 1.0, 0.967967967967968, 0.967967967967968, 0.967967967967968, 1.0, 1.0, 0.967967967967968, 0.9365079365079365, 0.9365079365079365, 0.967967967967968, 0.967967967967968]
  mean: 0.9765861099, std: 0.0216359085
Accuracy Intime: [1.0, 0.9285714285714286, 1.0, 1.0, 1.0, 1.0, 0.9285714285714286, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0]
  mean: 0.9849206349, std: 0.0302629777
F1 In Time: [1.0, 0.9251336898395721, 1.0, 1.0, 1.0, 1.0, 0.9251336898395721, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9111111111111111, 1.0, 1.0]
  mean: 0.9840918994, std: 0.0319532454
--------------------------------------------------
Subject Number: 25
Accuracy Cross: [0.9090909090909091, 0.8787878787878788, 0.8787878787878788, 0.8484848484848485, 0.8787878787878788, 0.84375, 0.8125, 0.90625, 0.9375, 0.9375, 0.84375, 0.90625, 0.9375, 0.9375, 0.90625]
  mean: 0.8908459596, std: 0.0387779434
F1 Score: [0.907735321528425, 0.8777777777777778, 0.8777777777777778, 0.8462255358807083, 0.8777777777777778, 0.8435972629521017, 0.8117647058823529, 0.906158357771261, 0.9372549019607843, 0.9372549019607843, 0.8303287380699894, 0.9015384615384616, 0.9352226720647774, 0.9352226720647774, 0.9015384615384616]
  mean: 0.8884783551, std: 0.0396336503
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, 0.75]
  mean: 0.9833333333, std: 0.0623609564
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, 0.7333333333333334]
  mean: 0.9822222222, std: 0.0665183535
--------------------------------------------------
Subject Number: 26
Accuracy Cross: [0.9696969696969697, 0.9393939393939394, 0.9696969696969697, 0.9696969696969697, 0.9393939393939394, 1.0, 0.96875, 1.0, 1.0, 1.0, 0.9375, 0.9375, 0.90625, 0.90625, 0.90625]
  mean: 0.9566919192, std: 0.0337869917
F1 Score: [0.9692451071761417, 0.9379699248120301, 0.9692451071761417, 0.9692451071761417, 0.9379699248120301, 1.0, 0.967967967967968, 1.0, 1.0, 1.0, 0.9352226720647774, 0.9352226720647774, 0.9015384615384616, 0.9015384615384616, 0.9015384615384616]
  mean: 0.9551135912, std: 0.0354151422
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 0.75, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9777777778, std: 0.0643102050
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 0.7333333333333334, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9766278166, std: 0.0682930626
--------------------------------------------------
Subject Number: 27
Accuracy Cross: [0.9090909090909091, 1.0, 0.9090909090909091, 0.9090909090909091, 0.9090909090909091, 0.7575757575757576, 0.7272727272727273, 0.5757575757575758, 0.696969696969697, 0.8787878787878788, 0.875, 0.8125, 0.90625, 0.875, 0.90625]
  mean: 0.8431818182, std: 0.1057714990
F1 Score: [0.905982905982906, 1.0, 0.905982905982906, 0.905982905982906, 0.905982905982906, 0.7555555555555555, 0.723205964585275, 0.5657894736842105, 0.6944444444444444, 0.8786764705882353, 0.8704453441295547, 0.8056680161943319, 0.9015384615384616, 0.8666666666666667, 0.9015384615384616]
  mean: 0.8391640322, std: 0.1070951556
Accuracy Intime: [1.0, 0.9285714285714286, 1.0, 0.75, 0.75, 1.0, 1.0, 0.9166666666666666, 0.5833333333333334, 0.9166666666666666, 1.0, 0.9285714285714286, 1.0, 0.9166666666666666, 0.9166666666666666]
  mean: 0.9071428571, std: 0.1175460862
F1 In Time: [1.0, 0.9282051282051282, 1.0, 0.7333333333333334, 0.7333333333333334, 1.0, 1.0, 0.8991596638655461, 0.4957983193277311, 0.916083916083916, 1.0, 0.9282051282051282, 1.0, 0.916083916083916, 0.916083916083916]
  mean: 0.8977524436, std: 0.1369249486
--------------------------------------------------
Subject Number: 28
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 0.96875, 0.84375, 0.90625, 0.90625, 0.875, 0.8125, 0.8125, 0.71875, 0.8125, 0.78125]
  mean: 0.8958333333, std: 0.0924680876
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 0.967967967967968, 0.8303287380699894, 0.9015384615384616, 0.9015384615384616, 0.8666666666666667, 0.8117647058823529, 0.8117647058823529, 0.718475073313783, 0.8125, 0.7810361681329423]
  mean: 0.8935720633, std: 0.0932025305
Accuracy Intime: [1.0, 0.9285714285714286, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 0.8333333333333334]
  mean: 0.9730158730, std: 0.0488852813
F1 In Time: [1.0, 0.9251336898395721, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.916083916083916, 0.8285714285714285]
  mean: 0.9723915300, std: 0.0500953248
--------------------------------------------------
Subject Number: 29
Accuracy Cross: [0.90625, 0.9375, 0.90625, 0.90625, 0.875, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9687500000, std: 0.0456435465
F1 Score: [0.9015384615384616, 0.9352226720647774, 0.9015384615384616, 0.9015384615384616, 0.8666666666666667, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9671003149, std: 0.0481816455
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
--------------------------------------------------
**************************************************
accuracy_cross_list: [0.9797348484848486, 0.9307449494949496, 0.9239898989898989, 0.9818181818181818, 0.9729166666666667, 0.8191287878787878, 0.9333333333333333, 0.94375, 0.9708333333333333, 0.9298611111111109, 0.9070707070707069, 0.9263257575757575, 0.9027146464646464, 0.7375, 0.9583333333333334, 0.9375, 0.8431818181818183, 0.9917297979797979, 0.9416666666666667, 0.9551767676767676, 0.8854166666666666, 0.951010101010101, 0.8888257575757575, 0.9770833333333333, 0.8908459595959596, 0.9566919191919193, 0.8431818181818183, 0.8958333333333334, 0.96875]
f1_score_list: [0.9792728516261487, 0.9286925349640199, 0.9205878447802223, 0.9814083204282842, 0.9720602047038828, 0.8153653736246923, 0.9303702731071154, 0.9422468313727701, 0.9695036250825725, 0.9253838986562869, 0.9049088048180608, 0.9234336290636292, 0.9009281408532037, 0.685117323521524, 0.9573789223831572, 0.9343111646072011, 0.8391640321904548, 0.9915769299677346, 0.9381202669144352, 0.9534354632249369, 0.8790405410356974, 0.94915024938884, 0.886962197365363, 0.9765861099194434, 0.888478355103081, 0.955113591191026, 0.8391640321904548, 0.8935720632661986, 0.9671003148897886]
accuracy_intime_list: [1.0, 0.9309523809523809, 0.9682539682539683, 0.9904761904761905, 1.0, 0.8730158730158731, 0.9277777777777777, 0.961111111111111, 0.9666666666666667, 0.9785714285714284, 0.9460317460317461, 0.9666666666666667, 0.9452380952380951, 0.9841269841269841, 0.9833333333333333, 0.9436507936507936, 0.907142857142857, 0.9944444444444444, 0.9666666666666667, 0.9666666666666667, 0.9420634920634919, 0.9349206349206349, 0.9499999999999998, 0.9849206349206349, 0.9833333333333333, 0.9777777777777777, 0.907142857142857, 0.973015873015873, 0.9888888888888888]
f1_in_time_list: [1.0, 0.9280494233435412, 0.9674004426945604, 0.9902777777777777, 1.0, 0.8682125282125283, 0.9233023185964363, 0.9591395967866557, 0.9651992451992454, 0.9782256958727549, 0.9447480623951213, 0.965954045954046, 0.939904975199093, 0.9836933436933438, 0.982977022977023, 0.9410652963594142, 0.8977524436347968, 0.9944055944055944, 0.9644444444444444, 0.9651992451992453, 0.940006480447657, 0.9315913715913717, 0.9481762681762682, 0.984091899386017, 0.9822222222222223, 0.9766278166278167, 0.8977524436347968, 0.9723915300385889, 0.9888111888111889]
**************************************************
Mean Accuracy: 0.9222396378
Mean F1: 0.9182218583
Std Accuracy: 0.0555724883
Std F1: 0.0624188084
Mean Accuracy (Intime): 0.9600985222
Std Accuracy (Intime): 0.0301067571
Mean F1 (Intime): 0.9579869905
Std F1 (Intime): 0.0321564984
ACC: 92.22±5.56
F1: 91.82±6.24
Intime: 96.01±3.01
F1 (Intime): 95.80±3.22
