Learning Rate: 0.001

Subject Number: 1
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9090909090909091, 1.0, 0.8484848484848485, 0.8484848484848485, 0.90625, 0.96875, 0.9375, 0.9375, 0.96875]
  mean: 0.9549873737, std: 0.0531292667
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9090909090909091, 1.0, 0.847926267281106, 0.847926267281106, 0.9015384615384616, 0.967967967967968, 0.9352226720647774, 0.9352226720647774, 0.967967967967968]
  mean: 0.9541908790, std: 0.0536526799
Accuracy Intime: [1.0, 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]
  mean: 0.9952380952, std: 0.0178174161
F1 In Time: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9251336898395721, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9950089127, std: 0.0186749388
--------------------------------------------------
Subject Number: 2
Accuracy Cross: [0.8787878787878788, 0.696969696969697, 0.7878787878787878, 0.7272727272727273, 0.9090909090909091, 0.96875, 0.96875, 0.96875, 0.875, 0.96875, 0.8787878787878788, 0.9393939393939394, 0.8181818181818182, 0.8181818181818182, 0.7878787878787878]
  mean: 0.8661616162, std: 0.0873601430
F1 Score: [0.8777777777777778, 0.6944444444444444, 0.7847157502329916, 0.7272727272727273, 0.905982905982906, 0.9684729064039409, 0.9684729064039409, 0.9684729064039409, 0.875, 0.9684729064039409, 0.8730769230769231, 0.9379699248120301, 0.8035714285714286, 0.8139097744360901, 0.7847157502329916]
  mean: 0.8634886022, std: 0.0884902340
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 0.9285714285714286, 1.0, 1.0, 1.0, 0.9166666666666666]
  mean: 0.9730158730, std: 0.0488852813
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 0.916083916083916, 0.9251336898395721, 1.0, 1.0, 1.0, 0.916083916083916]
  mean: 0.9727089904, std: 0.0491898176
--------------------------------------------------
Subject Number: 3
Accuracy Cross: [0.96875, 0.9375, 0.96875, 0.96875, 0.90625, 0.8181818181818182, 0.8181818181818182, 0.8181818181818182, 0.9090909090909091, 0.9393939393939394, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9368686869, std: 0.0668095156
F1 Score: [0.967967967967968, 0.9352226720647774, 0.967967967967968, 0.967967967967968, 0.9015384615384616, 0.8166666666666667, 0.8166666666666667, 0.8166666666666667, 0.9090909090909091, 0.9393382352941176, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9359396121, std: 0.0674243163
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666]
  mean: 0.9888888889, std: 0.0283278862
F1 In Time: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 0.916083916083916]
  mean: 0.9888111888, std: 0.0285259833
--------------------------------------------------
Subject Number: 4
Accuracy Cross: [0.9393939393939394, 0.9696969696969697, 0.8787878787878788, 1.0, 0.9696969696969697, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9393939393939394, 1.0]
  mean: 0.9797979798, std: 0.0344028007
F1 Score: [0.9379699248120301, 0.9692451071761417, 0.8759398496240601, 1.0, 0.9692451071761417, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9379699248120301, 1.0]
  mean: 0.9793579942, std: 0.0352010627
Accuracy Intime: [1.0, 1.0, 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]
  mean: 0.9952380952, std: 0.0178174161
F1 In Time: [1.0, 1.0, 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]
  mean: 0.9952136752, std: 0.0179087875
--------------------------------------------------
Subject Number: 5
Accuracy Cross: [1.0, 0.9375, 0.9375, 0.96875, 0.96875, 1.0, 0.90625, 1.0, 1.0, 1.0, 0.875, 0.96875, 0.90625, 0.96875, 0.875]
  mean: 0.9541666667, std: 0.0439973168
F1 Score: [1.0, 0.9352226720647774, 0.9352226720647774, 0.967967967967968, 0.967967967967968, 1.0, 0.906158357771261, 1.0, 1.0, 1.0, 0.8666666666666667, 0.967967967967968, 0.9015384615384616, 0.967967967967968, 0.8666666666666667]
  mean: 0.9522231579, std: 0.0464137143
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: [0.8125, 0.875, 0.71875, 0.8125, 0.8125, 1.0, 1.0, 0.9393939393939394, 0.9393939393939394, 0.9393939393939394, 1.0, 1.0, 1.0, 0.9696969696969697, 1.0]
  mean: 0.9212752525, std: 0.0891325163
F1 Score: [0.8125, 0.875, 0.718475073313783, 0.8117647058823529, 0.8117647058823529, 1.0, 1.0, 0.9379699248120301, 0.9379699248120301, 0.9379699248120301, 1.0, 1.0, 1.0, 0.9692451071761417, 1.0]
  mean: 0.9208439578, std: 0.0892212438
Accuracy Intime: [1.0, 0.9285714285714286, 0.9285714285714286, 0.9166666666666666, 0.9166666666666666, 1.0, 1.0, 1.0, 0.9166666666666666, 0.8333333333333334, 1.0, 1.0, 1.0, 0.9166666666666666, 0.75]
  mean: 0.9404761905, std: 0.0707641052
F1 In Time: [1.0, 0.9282051282051282, 0.9282051282051282, 0.916083916083916, 0.916083916083916, 1.0, 1.0, 1.0, 0.916083916083916, 0.8285714285714285, 1.0, 1.0, 1.0, 0.916083916083916, 0.7333333333333334]
  mean: 0.9388433788, std: 0.0743296824
--------------------------------------------------
Subject Number: 7
Accuracy Cross: [0.96875, 1.0, 1.0, 0.96875, 0.96875, 0.9375, 0.96875, 0.96875, 0.96875, 0.96875, 0.875, 0.875, 0.875, 0.90625, 0.84375]
  mean: 0.9395833333, std: 0.0490358429
F1 Score: [0.967967967967968, 1.0, 1.0, 0.967967967967968, 0.967967967967968, 0.9352226720647774, 0.967967967967968, 0.967967967967968, 0.967967967967968, 0.967967967967968, 0.8745098039215686, 0.873015873015873, 0.8745098039215686, 0.9015384615384616, 0.8423645320197044]
  mean: 0.9384624615, std: 0.0494904654
Accuracy Intime: [1.0, 1.0, 0.6666666666666666, 0.8333333333333334, 1.0, 1.0, 1.0, 0.8333333333333334, 0.9166666666666666, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 0.9166666666666666]
  mean: 0.9388888889, std: 0.0936238864
F1 In Time: [1.0, 1.0, 0.625, 0.8333333333333334, 1.0, 1.0, 1.0, 0.8125, 0.916083916083916, 1.0, 1.0, 1.0, 0.8991596638655461, 1.0, 0.916083916083916]
  mean: 0.9334773886, std: 0.1037409440
--------------------------------------------------
Subject Number: 8
Accuracy Cross: [0.9375, 0.9375, 0.9375, 1.0, 1.0, 0.96875, 0.9375, 1.0, 1.0, 1.0, 0.9375, 0.96875, 0.9375, 0.96875, 0.5625]
  mean: 0.9395833333, std: 0.1042499667
F1 Score: [0.9372549019607843, 0.9365079365079365, 0.9365079365079365, 1.0, 1.0, 0.9684729064039409, 0.9365079365079365, 1.0, 1.0, 1.0, 0.9352226720647774, 0.967967967967968, 0.9352226720647774, 0.967967967967968, 0.5151515151515151]
  mean: 0.9357856275, std: 0.1156704245
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 0.9166666666666666]
  mean: 0.9777777778, std: 0.0368513866
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 0.8991596638655461, 1.0, 0.916083916083916]
  mean: 0.9764940941, std: 0.0391634069
--------------------------------------------------
Subject Number: 9
Accuracy Cross: [0.96875, 0.96875, 0.96875, 0.96875, 0.9375, 0.875, 0.90625, 0.90625, 0.90625, 0.90625, 0.75, 0.875, 0.84375, 0.78125, 0.84375]
  mean: 0.8937500000, std: 0.0653516131
F1 Score: [0.967967967967968, 0.967967967967968, 0.967967967967968, 0.967967967967968, 0.9352226720647774, 0.873015873015873, 0.9039039039039038, 0.9054187192118226, 0.9054187192118226, 0.9015384615384616, 0.746031746031746, 0.875, 0.8435972629521017, 0.7810361681329423, 0.8303287380699894]
  mean: 0.8914922757, std: 0.0663108539
Accuracy Intime: [1.0, 0.9285714285714286, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 1.0, 0.9166666666666666, 0.8333333333333334, 0.9285714285714286, 1.0, 1.0, 1.0, 0.75]
  mean: 0.9460317460, std: 0.0781091096
F1 In Time: [1.0, 0.9282051282051282, 1.0, 1.0, 0.8285714285714285, 1.0, 1.0, 1.0, 0.916083916083916, 0.8285714285714285, 0.9282051282051282, 1.0, 1.0, 1.0, 0.7333333333333334]
  mean: 0.9441980242, std: 0.0818655932
--------------------------------------------------
Subject Number: 10
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 0.9375, 0.96875, 0.96875, 0.96875, 0.9375, 0.9393939393939394, 1.0, 1.0, 0.9696969696969697, 0.9090909090909091]
  mean: 0.9732954545, std: 0.0293269243
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 0.9365079365079365, 0.967967967967968, 0.967967967967968, 0.967967967967968, 0.9352226720647774, 0.9379699248120301, 1.0, 1.0, 0.9692451071761417, 0.905982905982906]
  mean: 0.9725888300, std: 0.0301857821
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666]
  mean: 0.9833333333, std: 0.0451335467
F1 In Time: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 0.916083916083916]
  mean: 0.9832944833, std: 0.0451911294
--------------------------------------------------
Subject Number: 11
Accuracy Cross: [0.7272727272727273, 0.7878787878787878, 0.8181818181818182, 0.8484848484848485, 0.9090909090909091, 0.9393939393939394, 0.9393939393939394, 0.9393939393939394, 0.9090909090909091, 0.9393939393939394, 0.9393939393939394, 0.9393939393939394, 0.9393939393939394, 0.9696969696969697, 0.9393939393939394]
  mean: 0.8989898990, std: 0.0679100457
F1 Score: [0.6857142857142857, 0.7664307381193125, 0.8035714285714286, 0.8390243902439025, 0.905982905982906, 0.9393382352941176, 0.9393382352941176, 0.9393382352941176, 0.9087557603686636, 0.9393382352941176, 0.9379699248120301, 0.9379699248120301, 0.9379699248120301, 0.9692451071761417, 0.9388888888888889]
  mean: 0.8925917480, std: 0.0786923114
Accuracy Intime: [0.9285714285714286, 1.0, 1.0, 0.9166666666666666, 0.9166666666666666, 1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 0.9285714285714286, 1.0, 1.0, 0.75, 0.9166666666666666]
  mean: 0.9460317460, std: 0.0719382171
F1 In Time: [0.9251336898395721, 1.0, 1.0, 0.916083916083916, 0.916083916083916, 1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 0.9251336898395721, 1.0, 1.0, 0.7482517482517483, 0.916083916083916]
  mean: 0.9453402806, std: 0.0724225298
--------------------------------------------------
Subject Number: 12
Accuracy Cross: [1.0, 1.0, 0.96875, 1.0, 0.96875, 0.8181818181818182, 0.8484848484848485, 0.9090909090909091, 0.7878787878787878, 0.8787878787878788, 0.75, 0.875, 0.84375, 0.9375, 0.9375]
  mean: 0.9015782828, std: 0.0778755903
F1 Score: [1.0, 1.0, 0.9684729064039409, 1.0, 0.9684729064039409, 0.8035714285714286, 0.8390243902439025, 0.905982905982906, 0.7664307381193125, 0.8730769230769231, 0.7490196078431373, 0.875, 0.8398398398398399, 0.9372549019607843, 0.9372549019607843]
  mean: 0.8975600967, std: 0.0819434152
Accuracy Intime: [1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 0.8333333333333334, 1.0]
  mean: 0.9722222222, std: 0.0582671582
F1 In Time: [1.0, 1.0, 1.0, 0.8285714285714285, 1.0, 1.0, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 0.8285714285714285, 1.0]
  mean: 0.9715484515, std: 0.0598192055
--------------------------------------------------
Subject Number: 13
Accuracy Cross: [0.9375, 0.9375, 0.90625, 0.9375, 0.96875, 0.9696969696969697, 1.0, 0.9696969696969697, 0.9090909090909091, 0.9696969696969697, 0.875, 0.8125, 0.75, 0.84375, 0.84375]
  mean: 0.9087121212, std: 0.0681228701
F1 Score: [0.9352226720647774, 0.9352226720647774, 0.9015384615384616, 0.9352226720647774, 0.967967967967968, 0.9692451071761417, 1.0, 0.9692451071761417, 0.905982905982906, 0.9692451071761417, 0.8704453441295547, 0.8, 0.722943722943723, 0.8358974358974359, 0.8358974358974359]
  mean: 0.9036051075, std: 0.0743909043
Accuracy Intime: [0.9285714285714286, 1.0, 0.8333333333333334, 1.0, 0.9166666666666666, 0.9285714285714286, 1.0, 0.8333333333333334, 0.8333333333333334, 0.8333333333333334, 1.0, 1.0, 0.8333333333333334, 1.0, 0.9166666666666666]
  mean: 0.9238095238, std: 0.0711369709
F1 In Time: [0.9282051282051282, 1.0, 0.7777777777777777, 1.0, 0.916083916083916, 0.9251336898395721, 1.0, 0.7777777777777777, 0.8285714285714285, 0.8333333333333334, 1.0, 1.0, 0.7777777777777777, 1.0, 0.916083916083916]
  mean: 0.9120496497, std: 0.0872269093
--------------------------------------------------
Subject Number: 14
Accuracy Cross: [0.75, 0.71875, 0.71875, 0.59375, 0.59375, 1.0, 1.0, 1.0, 1.0, 1.0, 0.84375, 0.875, 0.9375, 0.96875, 0.90625]
  mean: 0.8604166667, std: 0.1442774141
F1 Score: [0.7090909090909091, 0.6631578947368422, 0.6631578947368422, 0.4340136054421769, 0.4340136054421769, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8303287380699894, 0.8666666666666667, 0.9352226720647774, 0.967967967967968, 0.9015384615384616]
  mean: 0.8270105611, std: 0.1940510685
Accuracy Intime: [1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9285714285714286, 1.0, 1.0, 1.0]
  mean: 0.9896825397, std: 0.0263941098
F1 In Time: [1.0, 1.0, 0.9111111111111111, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9282051282051282, 1.0, 1.0, 1.0]
  mean: 0.9892877493, std: 0.0274887291
--------------------------------------------------
Subject Number: 15
Accuracy Cross: [0.96875, 0.96875, 0.96875, 0.9375, 0.9375, 1.0, 1.0, 1.0, 1.0, 1.0, 0.96875, 1.0, 1.0, 0.96875, 1.0]
  mean: 0.9812500000, std: 0.0222439130
F1 Score: [0.967967967967968, 0.967967967967968, 0.967967967967968, 0.9352226720647774, 0.9352226720647774, 1.0, 1.0, 1.0, 1.0, 1.0, 0.967967967967968, 1.0, 1.0, 0.967967967967968, 1.0]
  mean: 0.9806856789, std: 0.0229881344
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 0.8571428571428571, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9793650794, std: 0.0431354865
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 0.916083916083916, 0.8571428571428571, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9792873793, std: 0.0432487315
--------------------------------------------------
Subject Number: 16
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 0.96875, 1.0, 1.0, 1.0, 1.0, 0.8125, 0.78125, 0.875, 0.84375, 0.8125]
  mean: 0.9395833333, std: 0.0834374350
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 0.9684729064039409, 1.0, 1.0, 1.0, 1.0, 0.7922077922077921, 0.751937984496124, 0.8666666666666667, 0.8303287380699894, 0.7922077922077921]
  mean: 0.9334547920, std: 0.0927455547
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 1.0, 0.9285714285714286, 0.9285714285714286, 1.0, 1.0, 1.0, 0.9285714285714286, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9857142857, std: 0.0285714286
F1 In Time: [1.0, 1.0, 1.0, 1.0, 1.0, 0.9282051282051282, 0.9282051282051282, 1.0, 1.0, 1.0, 0.9251336898395721, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9854362631, std: 0.0291346702
--------------------------------------------------
Subject Number: 17
Accuracy Cross: [1.0, 1.0, 1.0, 0.9696969696969697, 1.0, 0.9696969696969697, 0.9696969696969697, 0.9696969696969697, 0.8787878787878788, 0.9393939393939394, 0.90625, 0.9375, 0.875, 0.90625, 0.90625]
  mean: 0.9485479798, std: 0.0433799871
F1 Score: [1.0, 1.0, 1.0, 0.9692451071761417, 1.0, 0.9695852534562213, 0.9695852534562213, 0.9695852534562213, 0.8730769230769231, 0.9388888888888889, 0.9039039039039038, 0.9352226720647774, 0.8704453441295547, 0.9039039039039038, 0.9039039039039038]
  mean: 0.9471564272, std: 0.0449906001
Accuracy Intime: [1.0, 1.0, 0.9166666666666666, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0]
  mean: 0.9666666667, std: 0.0593171014
F1 In Time: [1.0, 1.0, 0.9111111111111111, 0.8285714285714285, 1.0, 1.0, 1.0, 1.0, 0.8285714285714285, 1.0, 1.0, 1.0, 1.0, 0.916083916083916, 1.0]
  mean: 0.9656225256, std: 0.0610963680
--------------------------------------------------
Subject Number: 18
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.875, 1.0, 1.0, 1.0]
  mean: 0.9916666667, std: 0.0311804782
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8666666666666667, 1.0, 1.0, 1.0]
  mean: 0.9911111111, std: 0.0332591768
Accuracy Intime: [1.0, 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]
  mean: 0.9952380952, std: 0.0178174161
F1 In Time: [1.0, 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]
  mean: 0.9952136752, std: 0.0179087875
--------------------------------------------------
Subject Number: 19
Accuracy Cross: [0.96875, 0.9375, 0.75, 1.0, 0.78125, 1.0, 1.0, 0.9375, 1.0, 0.90625, 0.875, 0.875, 0.875, 0.875, 0.875]
  mean: 0.9104166667, std: 0.0755764881
F1 Score: [0.9684729064039409, 0.9365079365079365, 0.722943722943723, 1.0, 0.7624602332979851, 1.0, 1.0, 0.9372549019607843, 1.0, 0.906158357771261, 0.8666666666666667, 0.8666666666666667, 0.8666666666666667, 0.8666666666666667, 0.8666666666666667]
  mean: 0.9044754261, std: 0.0828526596
Accuracy Intime: [0.8571428571428571, 1.0, 1.0, 1.0, 1.0, 0.9285714285714286, 1.0, 1.0, 0.75, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9690476190, std: 0.0700663760
F1 In Time: [0.8571428571428571, 1.0, 1.0, 1.0, 1.0, 0.9282051282051282, 1.0, 1.0, 0.7333333333333334, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9679120879, std: 0.0735886162
--------------------------------------------------
Subject Number: 20
Accuracy Cross: [0.96875, 0.96875, 0.96875, 0.9375, 0.875, 0.96875, 1.0, 1.0, 0.9375, 0.96875, 0.8181818181818182, 0.9090909090909091, 0.8181818181818182, 0.9090909090909091, 0.6363636363636364]
  mean: 0.9123106061, std: 0.0923236692
F1 Score: [0.967967967967968, 0.967967967967968, 0.967967967967968, 0.9365079365079365, 0.8666666666666667, 0.967967967967968, 1.0, 1.0, 0.9352226720647774, 0.967967967967968, 0.8180147058823529, 0.905982905982906, 0.8166666666666667, 0.9087557603686636, 0.6360294117647058]
  mean: 0.9109124377, std: 0.0925402773
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.5833333333333334, 1.0, 1.0, 1.0, 0.8333333333333334, 0.6666666666666666, 1.0, 1.0, 1.0, 1.0, 0.6666666666666666]
  mean: 0.9166666667, std: 0.1459325060
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.4957983193277311, 1.0, 1.0, 1.0, 0.8333333333333334, 0.625, 1.0, 1.0, 1.0, 1.0, 0.625]
  mean: 0.9052754435, std: 0.1690475256
--------------------------------------------------
Subject Number: 21
Accuracy Cross: [0.78125, 0.8125, 0.9375, 0.90625, 0.78125, 0.9375, 0.96875, 0.875, 0.90625, 0.9375, 0.59375, 0.625, 0.5625, 0.625, 0.59375]
  mean: 0.7895833333, std: 0.1449976053
F1 Score: [0.751937984496124, 0.7922077922077921, 0.9352226720647774, 0.9015384615384616, 0.751937984496124, 0.9372549019607843, 0.967967967967968, 0.8745098039215686, 0.9054187192118226, 0.9365079365079365, 0.5733333333333333, 0.611336032388664, 0.5555555555555556, 0.611336032388664, 0.5835835835835836]
  mean: 0.7793099174, std: 0.1501912483
Accuracy Intime: [0.9285714285714286, 1.0, 1.0, 1.0, 0.9166666666666666, 0.9285714285714286, 0.9285714285714286, 0.9166666666666666, 1.0, 0.9166666666666666, 1.0, 1.0, 0.9166666666666666, 1.0, 0.8333333333333334]
  mean: 0.9523809524, std: 0.0495634762
F1 In Time: [0.9251336898395721, 1.0, 1.0, 1.0, 0.916083916083916, 0.9251336898395721, 0.9251336898395721, 0.8991596638655461, 1.0, 0.916083916083916, 1.0, 1.0, 0.8991596638655461, 1.0, 0.8333333333333334]
  mean: 0.9492814375, std: 0.0519156029
--------------------------------------------------
Subject Number: 22
Accuracy Cross: [0.96875, 0.96875, 0.96875, 1.0, 0.90625, 0.696969696969697, 0.6666666666666666, 0.6363636363636364, 0.6666666666666666, 0.8787878787878788, 0.9375, 0.96875, 1.0, 0.8125, 0.875]
  mean: 0.8634469697, std: 0.1287517589
F1 Score: [0.9684729064039409, 0.967967967967968, 0.967967967967968, 1.0, 0.9015384615384616, 0.6826923076923077, 0.6552706552706553, 0.6278195488721805, 0.6616961789375583, 0.8759398496240601, 0.9372549019607843, 0.967967967967968, 1.0, 0.7922077922077921, 0.8666666666666667]
  mean: 0.8582308782, std: 0.1329318198
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.75, 0.9285714285714286, 1.0, 1.0, 1.0, 0.75, 1.0, 1.0, 1.0, 0.9166666666666666, 0.5]
  mean: 0.9230158730, std: 0.1409841949
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.7333333333333334, 0.9282051282051282, 1.0, 1.0, 1.0, 0.7482517482517483, 1.0, 1.0, 1.0, 0.916083916083916, 0.4375]
  mean: 0.9175582751, std: 0.1551647267
--------------------------------------------------
Subject Number: 23
Accuracy Cross: [0.9696969696969697, 0.9696969696969697, 0.9696969696969697, 0.7575757575757576, 0.9696969696969697, 0.65625, 0.75, 0.59375, 0.78125, 0.625, 0.9090909090909091, 0.7575757575757576, 0.8181818181818182, 0.8181818181818182, 0.696969696969697]
  mean: 0.8028409091, std: 0.1261014754
F1 Score: [0.9692451071761417, 0.9692451071761417, 0.9692451071761417, 0.7380952380952381, 0.9692451071761417, 0.6476476476476476, 0.746031746031746, 0.5588547189819725, 0.7793103448275862, 0.611336032388664, 0.905982905982906, 0.7272727272727273, 0.8035714285714286, 0.8035714285714286, 0.6413043478260869]
  mean: 0.7893305997, std: 0.1363155038
Accuracy Intime: [1.0, 1.0, 1.0, 0.5, 0.8333333333333334, 1.0, 1.0, 1.0, 0.9166666666666666, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 0.6666666666666666]
  mean: 0.9222222222, std: 0.1442306110
F1 In Time: [1.0, 1.0, 1.0, 0.3333333333333333, 0.8285714285714285, 1.0, 1.0, 1.0, 0.916083916083916, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 0.625]
  mean: 0.9079381729, std: 0.1828314921
--------------------------------------------------
Subject Number: 24
Accuracy Cross: [1.0, 0.96875, 0.96875, 1.0, 0.9375, 0.9375, 0.9375, 0.90625, 0.9375, 0.9375, 1.0, 0.96875, 0.9375, 0.96875, 1.0]
  mean: 0.9604166667, std: 0.0290174756
F1 Score: [1.0, 0.967967967967968, 0.967967967967968, 1.0, 0.9352226720647774, 0.9365079365079365, 0.9365079365079365, 0.9039039039039038, 0.9365079365079365, 0.9365079365079365, 1.0, 0.967967967967968, 0.9352226720647774, 0.967967967967968, 1.0]
  mean: 0.9594835244, std: 0.0297008025
Accuracy Intime: [1.0, 0.9285714285714286, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 0.9285714285714286, 0.9166666666666666, 1.0, 0.8333333333333334]
  mean: 0.9571428571, std: 0.0589335816
F1 In Time: [1.0, 0.9251336898395721, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 0.8991596638655461, 1.0, 1.0, 1.0, 0.9251336898395721, 0.8991596638655461, 1.0, 0.8285714285714285]
  mean: 0.9540327646, std: 0.0616539847
--------------------------------------------------
Subject Number: 25
Accuracy Cross: [0.9090909090909091, 0.9090909090909091, 0.8787878787878788, 0.8787878787878788, 0.9393939393939394, 1.0, 1.0, 1.0, 1.0, 1.0, 0.96875, 1.0, 0.9375, 0.9375, 0.9375]
  mean: 0.9530934343, std: 0.0441804639
F1 Score: [0.905982905982906, 0.905982905982906, 0.8730769230769231, 0.8730769230769231, 0.9379699248120301, 1.0, 1.0, 1.0, 1.0, 1.0, 0.967967967967968, 1.0, 0.9372549019607843, 0.9372549019607843, 0.9365079365079365]
  mean: 0.9516716861, std: 0.0459288523
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666]
  mean: 0.9833333333, std: 0.0451335467
F1 In Time: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8285714285714285, 1.0, 1.0, 1.0, 1.0, 0.916083916083916]
  mean: 0.9829770230, std: 0.0462478382
--------------------------------------------------
Subject Number: 26
Accuracy Cross: [0.9090909090909091, 0.9393939393939394, 0.8787878787878788, 0.8787878787878788, 0.9696969696969697, 0.9375, 0.96875, 0.9375, 0.9375, 1.0, 0.9375, 0.9375, 0.9375, 0.9375, 0.9375]
  mean: 0.9363005051, std: 0.0301139672
F1 Score: [0.9090909090909091, 0.9393382352941176, 0.8786764705882353, 0.8786764705882353, 0.9695852534562213, 0.9372549019607843, 0.9684729064039409, 0.9372549019607843, 0.9372549019607843, 1.0, 0.9352226720647774, 0.9352226720647774, 0.9352226720647774, 0.9352226720647774, 0.9352226720647774]
  mean: 0.9354478874, std: 0.0300985593
Accuracy Intime: [1.0, 0.9285714285714286, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 1.0, 0.75, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9674603175, std: 0.0661354497
F1 In Time: [1.0, 0.9282051282051282, 0.9111111111111111, 1.0, 1.0, 1.0, 1.0, 1.0, 0.7333333333333334, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9659155659, std: 0.0701344085
--------------------------------------------------
Subject Number: 27
Accuracy Cross: [1.0, 1.0, 1.0, 0.9696969696969697, 1.0, 0.9696969696969697, 0.9696969696969697, 0.9696969696969697, 0.8787878787878788, 0.9393939393939394, 0.90625, 0.9375, 0.875, 0.90625, 0.90625]
  mean: 0.9485479798, std: 0.0433799871
F1 Score: [1.0, 1.0, 1.0, 0.9692451071761417, 1.0, 0.9695852534562213, 0.9695852534562213, 0.9695852534562213, 0.8730769230769231, 0.9388888888888889, 0.9039039039039038, 0.9352226720647774, 0.8704453441295547, 0.9039039039039038, 0.9039039039039038]
  mean: 0.9471564272, std: 0.0449906001
Accuracy Intime: [1.0, 1.0, 0.9166666666666666, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0]
  mean: 0.9666666667, std: 0.0593171014
F1 In Time: [1.0, 1.0, 0.9111111111111111, 0.8285714285714285, 1.0, 1.0, 1.0, 1.0, 0.8285714285714285, 1.0, 1.0, 1.0, 1.0, 0.916083916083916, 1.0]
  mean: 0.9656225256, std: 0.0610963680
--------------------------------------------------
Subject Number: 28
Accuracy Cross: [0.90625, 0.96875, 1.0, 1.0, 0.90625, 0.9375, 0.9375, 0.9375, 0.9375, 0.96875, 0.4375, 0.4375, 0.59375, 0.4375, 0.4375]
  mean: 0.7895833333, std: 0.2311843000
F1 Score: [0.9015384615384616, 0.967967967967968, 1.0, 1.0, 0.9015384615384616, 0.9352226720647774, 0.9352226720647774, 0.9365079365079365, 0.9352226720647774, 0.967967967967968, 0.30434782608695654, 0.30434782608695654, 0.5835835835835836, 0.30434782608695654, 0.30434782608695654]
  mean: 0.7521442466, std: 0.2858559431
Accuracy Intime: [0.7142857142857143, 1.0, 0.9166666666666666, 1.0, 0.9166666666666666, 0.7857142857142857, 1.0, 0.9166666666666666, 1.0, 0.9166666666666666, 1.0, 1.0, 0.9166666666666666, 0.9166666666666666, 1.0]
  mean: 0.9333333333, std: 0.0826845493
F1 In Time: [0.7083333333333333, 1.0, 0.8991596638655461, 1.0, 0.916083916083916, 0.7846153846153847, 1.0, 0.8991596638655461, 1.0, 0.916083916083916, 1.0, 1.0, 0.8991596638655461, 0.916083916083916, 1.0]
  mean: 0.9292452972, std: 0.0848522657
--------------------------------------------------
Subject Number: 29
Accuracy Cross: [0.9375, 0.75, 0.90625, 1.0, 0.875, 1.0, 1.0, 0.96875, 1.0, 0.96875, 0.9393939393939394, 0.9696969696969697, 0.9696969696969697, 0.9696969696969697, 1.0]
  mean: 0.9503156566, std: 0.0643808166
F1 Score: [0.9352226720647774, 0.7090909090909091, 0.9015384615384616, 1.0, 0.8666666666666667, 1.0, 1.0, 0.967967967967968, 1.0, 0.967967967967968, 0.9393382352941176, 0.9695852534562213, 0.9692451071761417, 0.9695852534562213, 1.0]
  mean: 0.9464138996, std: 0.0738252578
Accuracy Intime: [0.9285714285714286, 1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 0.8333333333333334, 1.0, 0.8333333333333334]
  mean: 0.9563492063, std: 0.0667327715
F1 In Time: [0.9282051282051282, 1.0, 1.0, 1.0, 0.8285714285714285, 1.0, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 0.8125, 1.0, 0.8285714285714285]
  mean: 0.9542621268, std: 0.0705921985
--------------------------------------------------
**************************************************
accuracy_cross_list: [0.9549873737373737, 0.8661616161616161, 0.9368686868686869, 0.9797979797979798, 0.9541666666666667, 0.9212752525252526, 0.9395833333333333, 0.9395833333333333, 0.89375, 0.9732954545454545, 0.8989898989898991, 0.9015782828282828, 0.9087121212121211, 0.8604166666666667, 0.98125, 0.9395833333333333, 0.9485479797979798, 0.9916666666666667, 0.9104166666666667, 0.912310606060606, 0.7895833333333333, 0.8634469696969697, 0.8028409090909091, 0.9604166666666667, 0.9530934343434344, 0.9363005050505051, 0.9485479797979798, 0.7895833333333333, 0.9503156565656565]
f1_score_list: [0.9541908790171383, 0.8634886021637382, 0.9359396121261446, 0.9793579942400269, 0.9522231579096323, 0.9208439577793813, 0.9384624614838487, 0.9357856275403693, 0.8914922757336876, 0.9725888300298464, 0.892591748045206, 0.8975600966937934, 0.9036051074720163, 0.827010561050454, 0.9806856789312931, 0.9334547920034869, 0.9471564271611108, 0.9911111111111112, 0.9044754261479311, 0.910912437716301, 0.7793099174415441, 0.8582308782052209, 0.7893305996601332, 0.9594835243958052, 0.9516716860886109, 0.9354478874418597, 0.9471564271611108, 0.7521442466431026, 0.946413899645297]
accuracy_intime_list: [0.9952380952380953, 0.973015873015873, 0.9888888888888888, 0.9952380952380953, 1.0, 0.9404761904761904, 0.9388888888888888, 0.9777777777777776, 0.9460317460317461, 0.9833333333333333, 0.946031746031746, 0.9722222222222222, 0.9238095238095239, 0.9896825396825396, 0.9793650793650793, 0.9857142857142858, 0.9666666666666667, 0.9952380952380953, 0.969047619047619, 0.9166666666666666, 0.9523809523809524, 0.923015873015873, 0.9222222222222222, 0.9571428571428572, 0.9833333333333333, 0.9674603174603174, 0.9666666666666667, 0.9333333333333332, 0.9563492063492064]
f1_in_time_list: [0.9950089126559715, 0.9727089903560493, 0.9888111888111889, 0.9952136752136752, 1.0, 0.9388433788433789, 0.9334773886244476, 0.976494094141153, 0.9441980241980242, 0.9832944832944833, 0.9453402806343985, 0.9715484515484517, 0.9120496496967085, 0.9892877492877493, 0.9792873792873794, 0.985436263083322, 0.9656225256225256, 0.9952136752136752, 0.967912087912088, 0.9052754435107376, 0.9492814375167317, 0.9175582750582751, 0.907938172938173, 0.954032764621, 0.982977022977023, 0.9659155659155659, 0.9656225256225256, 0.9292452971864739, 0.9542621267621268]
**************************************************
Mean Accuracy: 0.9174851968
Mean F1: 0.9121422707
Std Accuracy: 0.0537011335
Std F1: 0.0601159912
Mean Accuracy (Intime): 0.9636288998
Std Accuracy (Intime): 0.0246601112
Mean F1 (Intime): 0.9610985114
Std F1 (Intime): 0.0277467080
ACC: 91.75±5.37
F1: 91.21±6.01
Intime: 96.36±2.47
F1 (Intime): 96.11±2.77
