Learning Rate: 0.0001

Subject Number: 1
Accuracy Cross: [1.0, 0.96875, 1.0, 1.0, 0.96875, 1.0, 1.0, 1.0, 0.8787878787878788, 1.0, 0.96875, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9856691919, std: 0.0311357083
F1 Score: [1.0, 0.9684729064039409, 1.0, 1.0, 0.9684729064039409, 1.0, 1.0, 1.0, 0.8786764705882353, 1.0, 0.967967967967968, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9855726834, std: 0.0312102047
Accuracy Intime: [0.9285714285714286, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9952380952, std: 0.0178174161
F1 In Time: [0.9251336898395721, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9950089127, std: 0.0186749388
--------------------------------------------------
Subject Number: 2
Accuracy Cross: [0.8484848484848485, 0.8484848484848485, 0.8787878787878788, 0.8484848484848485, 0.9696969696969697, 0.96875, 0.96875, 1.0, 0.96875, 1.0, 0.9090909090909091, 0.9090909090909091, 0.9090909090909091, 0.8181818181818182, 0.8484848484848485]
  mean: 0.9129419192, std: 0.0602949982
F1 Score: [0.8433048433048433, 0.8462255358807083, 0.8759398496240601, 0.8433048433048433, 0.9692451071761417, 0.9684729064039409, 0.9684729064039409, 1.0, 0.9684729064039409, 1.0, 0.905982905982906, 0.905982905982906, 0.905982905982906, 0.8035714285714286, 0.8390243902439025]
  mean: 0.9095988957, std: 0.0635093510
Accuracy Intime: [1.0, 0.9285714285714286, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9285714285714286, 0.9166666666666666, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 0.9166666666666666]
  mean: 0.9738095238, std: 0.0371916651
F1 In Time: [1.0, 0.9251336898395721, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9251336898395721, 0.916083916083916, 1.0, 1.0, 1.0, 0.8991596638655461, 1.0, 0.916083916083916]
  mean: 0.9721063250, std: 0.0398260082
--------------------------------------------------
Subject Number: 3
Accuracy Cross: [1.0, 0.9375, 0.96875, 0.96875, 1.0, 1.0, 1.0, 0.9696969696969697, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9696969696969697, 1.0]
  mean: 0.9876262626, std: 0.0189724039
F1 Score: [1.0, 0.9365079365079365, 0.967967967967968, 0.967967967967968, 1.0, 1.0, 1.0, 0.9695852534562213, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9692451071761417, 1.0]
  mean: 0.9874182822, std: 0.0192869043
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: 4
Accuracy Cross: [1.0, 0.9696969696969697, 0.9696969696969697, 0.9696969696969697, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8484848484848485, 0.9696969696969697, 1.0, 0.9090909090909091, 0.9696969696969697]
  mean: 0.9737373737, std: 0.0412041981
F1 Score: [1.0, 0.9692451071761417, 0.9692451071761417, 0.9692451071761417, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.847926267281106, 0.9695852534562213, 1.0, 0.9087557603686636, 0.9695852534562213]
  mean: 0.9735725237, std: 0.0413629970
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, 0.9285714285714286, 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, 0.916083916083916, 1.0, 1.0, 1.0, 0.9251336898395721, 0.916083916083916, 1.0]
  mean: 0.9782256959, std: 0.0361652568
--------------------------------------------------
Subject Number: 5
Accuracy Cross: [1.0, 0.9375, 1.0, 1.0, 1.0, 0.90625, 0.96875, 0.96875, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9854166667, std: 0.0276385399
F1 Score: [1.0, 0.9372549019607843, 1.0, 1.0, 1.0, 0.906158357771261, 0.9684729064039409, 0.9684729064039409, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9853572715, std: 0.0277067668
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9285714285714286, 1.0, 1.0, 1.0]
  mean: 0.9952380952, std: 0.0178174161
F1 In Time: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9282051282051282, 1.0, 1.0, 1.0]
  mean: 0.9952136752, std: 0.0179087875
--------------------------------------------------
Subject Number: 6
Accuracy Cross: [0.875, 0.78125, 0.84375, 0.75, 0.90625, 0.9393939393939394, 0.9090909090909091, 0.9393939393939394, 0.9090909090909091, 0.9393939393939394, 1.0, 1.0, 1.0, 0.9696969696969697, 1.0]
  mean: 0.9174873737, std: 0.0755076897
F1 Score: [0.8745098039215686, 0.7810361681329423, 0.8435972629521017, 0.7490196078431373, 0.9054187192118226, 0.9379699248120301, 0.905982905982906, 0.9379699248120301, 0.905982905982906, 0.9379699248120301, 1.0, 1.0, 1.0, 0.9692451071761417, 1.0]
  mean: 0.9165801504, std: 0.0756641498
Accuracy Intime: [1.0, 1.0, 1.0, 0.9166666666666666, 0.9166666666666666, 1.0, 0.9285714285714286, 1.0, 0.8333333333333334, 0.9166666666666666, 1.0, 1.0, 0.9166666666666666, 0.8333333333333334, 0.9166666666666666]
  mean: 0.9452380952, std: 0.0579636814
F1 In Time: [1.0, 1.0, 1.0, 0.916083916083916, 0.916083916083916, 1.0, 0.9282051282051282, 1.0, 0.8285714285714285, 0.916083916083916, 1.0, 1.0, 0.8991596638655461, 0.8285714285714285, 0.916083916083916]
  mean: 0.9432562209, std: 0.0599825401
--------------------------------------------------
Subject Number: 7
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 0.9375, 1.0, 0.96875, 0.96875, 1.0, 0.875, 0.9375, 0.84375, 0.875, 0.9375]
  mean: 0.9562500000, std: 0.0520416500
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 0.9352226720647774, 1.0, 0.967967967967968, 0.967967967967968, 1.0, 0.8745098039215686, 0.9365079365079365, 0.8423645320197044, 0.8745098039215686, 0.9372549019607843]
  mean: 0.9557537058, std: 0.0524054036
Accuracy Intime: [1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 0.9285714285714286, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666]
  mean: 0.9785714286, std: 0.0356348323
F1 In Time: [1.0, 1.0, 1.0, 0.916083916083916, 1.0, 0.9251336898395721, 1.0, 0.8991596638655461, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.916083916083916]
  mean: 0.9770974124, std: 0.0382880558
--------------------------------------------------
Subject Number: 8
Accuracy Cross: [1.0, 1.0, 0.96875, 1.0, 0.96875, 1.0, 0.96875, 0.96875, 0.96875, 0.96875, 0.90625, 0.9375, 0.9375, 0.90625, 0.90625]
  mean: 0.9604166667, std: 0.0332028697
F1 Score: [1.0, 1.0, 0.967967967967968, 1.0, 0.967967967967968, 1.0, 0.967967967967968, 0.967967967967968, 0.967967967967968, 0.967967967967968, 0.9015384615384616, 0.9352226720647774, 0.9352226720647774, 0.9015384615384616, 0.9015384615384616]
  mean: 0.9588579024, std: 0.0348735350
Accuracy Intime: [1.0, 1.0, 1.0, 0.9166666666666666, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0]
  mean: 0.9833333333, std: 0.0333333333
F1 In Time: [1.0, 1.0, 1.0, 0.916083916083916, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.916083916083916, 1.0]
  mean: 0.9832167832, std: 0.0335664336
--------------------------------------------------
Subject Number: 9
Accuracy Cross: [0.9375, 0.9375, 0.96875, 1.0, 0.96875, 0.96875, 0.9375, 0.875, 0.9375, 0.9375, 1.0, 1.0, 1.0, 0.96875, 0.90625]
  mean: 0.9562500000, std: 0.0357217254
F1 Score: [0.9372549019607843, 0.9372549019607843, 0.9684729064039409, 1.0, 0.967967967967968, 0.967967967967968, 0.9365079365079365, 0.873015873015873, 0.9352226720647774, 0.9352226720647774, 1.0, 1.0, 1.0, 0.967967967967968, 0.9015384615384616]
  mean: 0.9552262820, std: 0.0366231327
Accuracy Intime: [0.8571428571428571, 0.9285714285714286, 1.0, 1.0, 0.75, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 0.9285714285714286, 0.9166666666666666, 1.0, 0.8333333333333334]
  mean: 0.9420634921, std: 0.0750241416
F1 In Time: [0.8541666666666667, 0.9282051282051282, 1.0, 1.0, 0.7333333333333334, 1.0, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 0.9282051282051282, 0.9111111111111111, 1.0, 0.8285714285714285]
  mean: 0.9399784475, std: 0.0787314324
--------------------------------------------------
Subject Number: 10
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 0.96875, 0.71875, 0.9375, 0.96875, 0.96875, 0.9393939393939394, 0.9696969696969697, 0.9393939393939394, 0.9393939393939394, 0.8787878787878788]
  mean: 0.9486111111, std: 0.0697400732
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 0.967967967967968, 0.7117117117117118, 0.9352226720647774, 0.967967967967968, 0.967967967967968, 0.9379699248120301, 0.9692451071761417, 0.9379699248120301, 0.9379699248120301, 0.8730769230769231]
  mean: 0.9471380062, std: 0.0716784757
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666]
  mean: 0.9722222222, std: 0.0582671582
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.8285714285714285, 1.0, 1.0, 1.0, 1.0, 0.8285714285714285, 1.0, 1.0, 1.0, 1.0, 0.916083916083916]
  mean: 0.9715484515, std: 0.0598192055
--------------------------------------------------
Subject Number: 11
Accuracy Cross: [0.9090909090909091, 1.0, 0.8484848484848485, 0.7878787878787878, 0.9696969696969697, 0.9393939393939394, 0.9393939393939394, 0.9090909090909091, 0.8787878787878788, 0.9696969696969697, 1.0, 1.0, 0.9696969696969697, 1.0, 0.8787878787878788]
  mean: 0.9333333333, std: 0.0618062971
F1 Score: [0.907735321528425, 1.0, 0.8462255358807083, 0.7664307381193125, 0.9692451071761417, 0.9393382352941176, 0.9388888888888889, 0.9090909090909091, 0.8786764705882353, 0.9695852534562213, 1.0, 1.0, 0.9695852534562213, 1.0, 0.8786764705882353]
  mean: 0.9315652123, std: 0.0655122428
Accuracy Intime: [1.0, 1.0, 1.0, 0.8333333333333334, 0.8333333333333334, 1.0, 0.9285714285714286, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9730158730, std: 0.0575820862
F1 In Time: [1.0, 1.0, 1.0, 0.8285714285714285, 0.8285714285714285, 1.0, 0.9282051282051282, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9723565324, std: 0.0591425365
--------------------------------------------------
Subject Number: 12
Accuracy Cross: [0.96875, 0.9375, 1.0, 0.96875, 0.875, 0.9090909090909091, 0.9090909090909091, 0.9090909090909091, 0.8787878787878788, 0.8787878787878788, 0.71875, 1.0, 0.9375, 1.0, 1.0]
  mean: 0.9260732323, std: 0.0715042320
F1 Score: [0.967967967967968, 0.9352226720647774, 1.0, 0.967967967967968, 0.8666666666666667, 0.905982905982906, 0.905982905982906, 0.905982905982906, 0.8730769230769231, 0.8730769230769231, 0.7117117117117118, 1.0, 0.9352226720647774, 1.0, 1.0]
  mean: 0.9232574815, std: 0.0738139942
Accuracy Intime: [1.0, 1.0, 0.8333333333333334, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 0.9285714285714286, 0.9166666666666666, 0.8333333333333334, 0.9166666666666666]
  mean: 0.9452380952, std: 0.0654653671
F1 In Time: [1.0, 1.0, 0.7777777777777777, 0.8285714285714285, 1.0, 1.0, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 0.9251336898395721, 0.8991596638655461, 0.8333333333333334, 0.916083916083916]
  mean: 0.9397429150, std: 0.0739107844
--------------------------------------------------
Subject Number: 13
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 0.9696969696969697, 0.9696969696969697, 0.8787878787878788, 1.0, 0.9696969696969697, 0.8125, 0.875, 0.875, 0.875, 0.875]
  mean: 0.9400252525, std: 0.0638482024
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 0.9692451071761417, 0.9692451071761417, 0.8730769230769231, 1.0, 0.9692451071761417, 0.8, 0.8666666666666667, 0.8666666666666667, 0.8666666666666667, 0.8704453441295547]
  mean: 0.9367505059, std: 0.0678514664
Accuracy Intime: [0.9285714285714286, 1.0, 0.9166666666666666, 1.0, 0.9166666666666666, 0.9285714285714286, 1.0, 0.9166666666666666, 0.75, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666]
  mean: 0.9404761905, std: 0.0707641052
F1 In Time: [0.9251336898395721, 1.0, 0.9111111111111111, 1.0, 0.916083916083916, 0.9251336898395721, 1.0, 0.8991596638655461, 0.7333333333333334, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 0.916083916083916]
  mean: 0.9372915102, std: 0.0745060729
--------------------------------------------------
Subject Number: 14
Accuracy Cross: [0.96875, 0.96875, 0.75, 0.96875, 0.875, 1.0, 0.9375, 0.9375, 1.0, 0.9375, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9562500000, std: 0.0653516131
F1 Score: [0.967967967967968, 0.9684729064039409, 0.7090909090909091, 0.967967967967968, 0.8666666666666667, 1.0, 0.9372549019607843, 0.9372549019607843, 1.0, 0.9372549019607843, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9527954083, std: 0.0747612540
Accuracy Intime: [1.0, 0.8571428571428571, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0]
  mean: 0.9793650794, std: 0.0431354865
F1 In Time: [1.0, 0.8571428571428571, 0.9111111111111111, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9111111111111111, 1.0, 1.0]
  mean: 0.9786243386, std: 0.0442393859
--------------------------------------------------
Subject Number: 15
Accuracy Cross: [1.0, 0.96875, 1.0, 1.0, 0.96875, 1.0, 1.0, 1.0, 1.0, 1.0, 0.96875, 1.0, 0.96875, 0.96875, 0.96875]
  mean: 0.9875000000, std: 0.0153093109
F1 Score: [1.0, 0.967967967967968, 1.0, 1.0, 0.967967967967968, 1.0, 1.0, 1.0, 1.0, 1.0, 0.967967967967968, 1.0, 0.967967967967968, 0.967967967967968, 0.967967967967968]
  mean: 0.9871871872, std: 0.0156924268
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 1.0000000000, std: 0.0000000000
F1 In Time: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 1.0000000000, std: 0.0000000000
--------------------------------------------------
Subject Number: 16
Accuracy Cross: [0.9375, 0.9375, 1.0, 1.0, 0.96875, 0.96875, 1.0, 0.90625, 0.96875, 1.0, 0.8125, 0.8125, 0.8125, 0.84375, 0.84375]
  mean: 0.9208333333, std: 0.0729464225
F1 Score: [0.9352226720647774, 0.9352226720647774, 1.0, 1.0, 0.967967967967968, 0.9684729064039409, 1.0, 0.906158357771261, 0.967967967967968, 1.0, 0.7922077922077921, 0.7922077922077921, 0.7922077922077921, 0.8303287380699894, 0.8303287380699894]
  mean: 0.9145528931, std: 0.0807613258
Accuracy Intime: [0.9285714285714286, 1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 0.9285714285714286, 0.9166666666666666, 1.0, 0.8333333333333334, 1.0, 0.9285714285714286, 1.0, 1.0, 1.0]
  mean: 0.9579365079, std: 0.0584614186
F1 In Time: [0.9251336898395721, 1.0, 1.0, 1.0, 0.8285714285714285, 1.0, 0.9251336898395721, 0.8991596638655461, 1.0, 0.8333333333333334, 1.0, 0.9251336898395721, 1.0, 1.0, 1.0]
  mean: 0.9557643664, std: 0.0604413381
--------------------------------------------------
Subject Number: 17
Accuracy Cross: [1.0, 0.9696969696969697, 1.0, 0.9696969696969697, 1.0, 1.0, 0.9696969696969697, 0.9696969696969697, 1.0, 1.0, 0.90625, 0.96875, 0.9375, 0.90625, 0.96875]
  mean: 0.9710858586, std: 0.0311664146
F1 Score: [1.0, 0.9692451071761417, 1.0, 0.9692451071761417, 1.0, 1.0, 0.9695852534562213, 0.9695852534562213, 1.0, 1.0, 0.9015384615384616, 0.967967967967968, 0.9352226720647774, 0.9015384615384616, 0.967967967967968]
  mean: 0.9701264168, std: 0.0326526460
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 0.9285714285714286, 0.9166666666666666, 1.0]
  mean: 0.9841269841, std: 0.0318450836
F1 In Time: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8991596638655461, 1.0, 1.0, 1.0, 1.0, 0.9251336898395721, 0.916083916083916, 1.0]
  mean: 0.9826918180, std: 0.0349495345
--------------------------------------------------
Subject Number: 18
Accuracy Cross: [1.0, 1.0, 0.9696969696969697, 1.0, 1.0, 1.0, 0.90625, 1.0, 0.96875, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9896464646, std: 0.0245980531
F1 Score: [1.0, 1.0, 0.9695852534562213, 1.0, 1.0, 1.0, 0.906158357771261, 1.0, 0.9684729064039409, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9896144345, std: 0.0246405745
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: [0.875, 0.96875, 0.8125, 0.9375, 0.71875, 0.96875, 1.0, 0.96875, 0.96875, 1.0, 0.875, 0.875, 0.90625, 0.875, 0.875]
  mean: 0.9083333333, std: 0.0743607012
F1 Score: [0.875, 0.9684729064039409, 0.8, 0.9372549019607843, 0.681063122923588, 0.9684729064039409, 1.0, 0.9684729064039409, 0.967967967967968, 1.0, 0.873015873015873, 0.8666666666666667, 0.9015384615384616, 0.8666666666666667, 0.8666666666666667]
  mean: 0.9027506031, std: 0.0826969977
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9777777778, std: 0.0566557724
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 1.0, 0.8285714285714285, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9774603175, std: 0.0574717168
--------------------------------------------------
Subject Number: 20
Accuracy Cross: [0.75, 0.9375, 0.90625, 0.875, 0.90625, 1.0, 0.96875, 0.875, 0.8125, 0.875, 0.8787878787878788, 0.9393939393939394, 0.8787878787878788, 0.9090909090909091, 0.8787878787878788]
  mean: 0.8927398990, std: 0.0579861713
F1 Score: [0.7490196078431373, 0.9352226720647774, 0.9015384615384616, 0.8704453441295547, 0.9015384615384616, 1.0, 0.967967967967968, 0.8666666666666667, 0.8, 0.8666666666666667, 0.8730769230769231, 0.9379699248120301, 0.8730769230769231, 0.905982905982906, 0.8730769230769231]
  mean: 0.8881499632, std: 0.0596106868
Accuracy Intime: [0.9285714285714286, 1.0, 1.0, 0.6666666666666666, 0.8333333333333334, 1.0, 1.0, 1.0, 0.5, 0.8333333333333334, 1.0, 1.0, 0.9166666666666666, 0.75, 0.75]
  mean: 0.8785714286, std: 0.1488936270
F1 In Time: [0.9282051282051282, 1.0, 1.0, 0.625, 0.8285714285714285, 1.0, 1.0, 1.0, 0.3333333333333333, 0.8285714285714285, 1.0, 1.0, 0.8991596638655461, 0.7333333333333334, 0.7333333333333334]
  mean: 0.8606338433, std: 0.1843993075
--------------------------------------------------
Subject Number: 21
Accuracy Cross: [0.9375, 0.875, 0.90625, 0.875, 0.84375, 1.0, 0.9375, 0.96875, 0.875, 0.96875, 0.6875, 0.6875, 0.625, 0.6875, 0.8125]
  mean: 0.8458333333, std: 0.1160699023
F1 Score: [0.9352226720647774, 0.8666666666666667, 0.9015384615384616, 0.8666666666666667, 0.8303287380699894, 1.0, 0.9372549019607843, 0.967967967967968, 0.873015873015873, 0.967967967967968, 0.6761133603238867, 0.6761133603238867, 0.6, 0.6862745098039216, 0.8117647058823529]
  mean: 0.8397930568, std: 0.1208348839
Accuracy Intime: [0.9285714285714286, 1.0, 0.9166666666666666, 1.0, 0.75, 1.0, 1.0, 1.0, 0.9166666666666666, 0.8333333333333334, 1.0, 1.0, 0.8333333333333334, 0.9166666666666666, 0.9166666666666666]
  mean: 0.9341269841, std: 0.0756512000
F1 In Time: [0.9251336898395721, 1.0, 0.8991596638655461, 1.0, 0.7333333333333334, 1.0, 1.0, 1.0, 0.916083916083916, 0.8285714285714285, 1.0, 1.0, 0.7777777777777777, 0.916083916083916, 0.916083916083916]
  mean: 0.9274818428, std: 0.0848126565
--------------------------------------------------
Subject Number: 22
Accuracy Cross: [0.90625, 0.9375, 0.9375, 0.90625, 0.90625, 0.8181818181818182, 0.7575757575757576, 0.6363636363636364, 0.7272727272727273, 0.9090909090909091, 0.96875, 1.0, 1.0, 1.0, 1.0]
  mean: 0.8940656566, std: 0.1075572315
F1 Score: [0.9015384615384616, 0.9352226720647774, 0.9352226720647774, 0.9015384615384616, 0.9015384615384616, 0.8166666666666667, 0.7573529411764706, 0.6071428571428572, 0.723205964585275, 0.907735321528425, 0.9684729064039409, 1.0, 1.0, 1.0, 1.0]
  mean: 0.8903758257, std: 0.1125940916
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.75, 1.0, 1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 0.6666666666666666]
  mean: 0.9500000000, std: 0.1045271540
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.7482517482517483, 1.0, 1.0, 1.0, 1.0, 0.8285714285714285, 1.0, 1.0, 1.0, 1.0, 0.625]
  mean: 0.9467882118, std: 0.1128177058
--------------------------------------------------
Subject Number: 23
Accuracy Cross: [1.0, 1.0, 0.9696969696969697, 0.9090909090909091, 1.0, 0.8125, 0.875, 0.875, 0.875, 1.0, 0.8787878787878788, 0.9090909090909091, 0.8787878787878788, 0.8787878787878788, 0.8181818181818182]
  mean: 0.9119949495, std: 0.0634770834
F1 Score: [1.0, 1.0, 0.9692451071761417, 0.905982905982906, 1.0, 0.8117647058823529, 0.875, 0.875, 0.875, 1.0, 0.8730769230769231, 0.905982905982906, 0.8730769230769231, 0.8759398496240601, 0.8096153846153846]
  mean: 0.9099789804, std: 0.0649262224
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.5833333333333334, 1.0, 1.0, 1.0, 0.9166666666666666, 0.9166666666666666, 0.9285714285714286, 1.0, 1.0, 1.0, 0.6666666666666666]
  mean: 0.9341269841, std: 0.1261280668
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.4957983193277311, 1.0, 1.0, 1.0, 0.916083916083916, 0.916083916083916, 0.9282051282051282, 1.0, 1.0, 1.0, 0.625]
  mean: 0.9254114186, std: 0.1484656660
--------------------------------------------------
Subject Number: 24
Accuracy Cross: [1.0, 0.96875, 0.9375, 1.0, 1.0, 0.96875, 0.9375, 0.96875, 0.90625, 0.96875, 1.0, 0.96875, 1.0, 0.9375, 1.0]
  mean: 0.9708333333, std: 0.0290174756
F1 Score: [1.0, 0.967967967967968, 0.9365079365079365, 1.0, 1.0, 0.9684729064039409, 0.9365079365079365, 0.9684729064039409, 0.906158357771261, 0.9684729064039409, 1.0, 0.967967967967968, 1.0, 0.9365079365079365, 1.0]
  mean: 0.9704691215, std: 0.0292721295
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8333333333333334]
  mean: 0.9833333333, std: 0.0451335467
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8285714285714285]
  mean: 0.9829770230, std: 0.0462478382
--------------------------------------------------
Subject Number: 25
Accuracy Cross: [0.9393939393939394, 0.9696969696969697, 0.9393939393939394, 0.9393939393939394, 0.9090909090909091, 1.0, 1.0, 1.0, 0.96875, 1.0, 0.9375, 0.9375, 0.96875, 0.9375, 0.96875]
  mean: 0.9610479798, std: 0.0283919701
F1 Score: [0.9379699248120301, 0.9692451071761417, 0.9379699248120301, 0.9379699248120301, 0.905982905982906, 1.0, 1.0, 1.0, 0.9684729064039409, 1.0, 0.9352226720647774, 0.9352226720647774, 0.967967967967968, 0.9352226720647774, 0.967967967967968]
  mean: 0.9599476431, std: 0.0293254896
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 0.9166666666666666, 1.0, 0.9285714285714286, 1.0, 1.0, 1.0]
  mean: 0.9841269841, std: 0.0318450836
F1 In Time: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8991596638655461, 1.0, 0.916083916083916, 1.0, 0.9251336898395721, 1.0, 1.0, 1.0]
  mean: 0.9826918180, std: 0.0349495345
--------------------------------------------------
Subject Number: 26
Accuracy Cross: [1.0, 1.0, 0.9696969696969697, 1.0, 1.0, 0.90625, 1.0, 0.90625, 1.0, 1.0, 0.9375, 0.96875, 0.96875, 0.96875, 0.9375]
  mean: 0.9708964646, std: 0.0331997486
F1 Score: [1.0, 1.0, 0.9695852534562213, 1.0, 1.0, 0.906158357771261, 1.0, 0.906158357771261, 1.0, 1.0, 0.9352226720647774, 0.967967967967968, 0.967967967967968, 0.967967967967968, 0.9352226720647774]
  mean: 0.9704167478, std: 0.0335463758
Accuracy Intime: [1.0, 1.0, 0.9166666666666666, 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: 0.9833333333, std: 0.0333333333
F1 In Time: [1.0, 1.0, 0.9111111111111111, 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: 0.9828852629, std: 0.0342455247
--------------------------------------------------
Subject Number: 27
Accuracy Cross: [1.0, 0.9696969696969697, 1.0, 0.9696969696969697, 1.0, 1.0, 0.9696969696969697, 0.9696969696969697, 1.0, 1.0, 0.90625, 0.96875, 0.9375, 0.90625, 0.96875]
  mean: 0.9710858586, std: 0.0311664146
F1 Score: [1.0, 0.9692451071761417, 1.0, 0.9692451071761417, 1.0, 1.0, 0.9695852534562213, 0.9695852534562213, 1.0, 1.0, 0.9015384615384616, 0.967967967967968, 0.9352226720647774, 0.9015384615384616, 0.967967967967968]
  mean: 0.9701264168, std: 0.0326526460
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 0.9285714285714286, 0.9166666666666666, 1.0]
  mean: 0.9841269841, std: 0.0318450836
F1 In Time: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8991596638655461, 1.0, 1.0, 1.0, 1.0, 0.9251336898395721, 0.916083916083916, 1.0]
  mean: 0.9826918180, std: 0.0349495345
--------------------------------------------------
Subject Number: 28
Accuracy Cross: [0.9375, 1.0, 1.0, 0.96875, 0.9375, 0.96875, 0.9375, 0.96875, 0.96875, 0.875, 0.875, 0.90625, 0.9375, 0.9375, 0.8125]
  mean: 0.9354166667, std: 0.0490358429
F1 Score: [0.9365079365079365, 1.0, 1.0, 0.967967967967968, 0.9352226720647774, 0.967967967967968, 0.9352226720647774, 0.967967967967968, 0.967967967967968, 0.8666666666666667, 0.8666666666666667, 0.9039039039039038, 0.9352226720647774, 0.9352226720647774, 0.8095238095238095]
  mean: 0.9330687696, std: 0.0508554851
Accuracy Intime: [0.7142857142857143, 1.0, 0.9166666666666666, 1.0, 0.9166666666666666, 0.7142857142857143, 1.0, 0.9166666666666666, 1.0, 0.75, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9285714286, std: 0.1064794275
F1 In Time: [0.7083333333333333, 1.0, 0.8991596638655461, 1.0, 0.916083916083916, 0.7083333333333333, 1.0, 0.8991596638655461, 1.0, 0.7333333333333334, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9242935496, std: 0.1103501870
--------------------------------------------------
Subject Number: 29
Accuracy Cross: [0.9375, 0.96875, 1.0, 1.0, 0.90625, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9696969696969697, 0.9696969696969697, 0.9393939393939394, 1.0, 0.9696969696969697]
  mean: 0.9773989899, std: 0.0287954923
F1 Score: [0.9352226720647774, 0.967967967967968, 1.0, 1.0, 0.9015384615384616, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9692451071761417, 0.9692451071761417, 0.9379699248120301, 1.0, 0.9692451071761417]
  mean: 0.9766956232, std: 0.0299507804
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.8333333333333334, 0.9285714285714286, 1.0, 0.9166666666666666, 1.0, 0.9166666666666666, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0]
  mean: 0.9674603175, std: 0.0502199747
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.8285714285714285, 0.9282051282051282, 1.0, 0.8991596638655461, 1.0, 0.916083916083916, 1.0, 1.0, 0.8991596638655461, 1.0, 1.0]
  mean: 0.9647453200, std: 0.0537142611
--------------------------------------------------
**************************************************
accuracy_cross_list: [0.9856691919191919, 0.912941919191919, 0.9876262626262625, 0.9737373737373737, 0.9854166666666667, 0.9174873737373737, 0.95625, 0.9604166666666667, 0.95625, 0.9486111111111112, 0.9333333333333333, 0.9260732323232322, 0.9400252525252526, 0.95625, 0.9875, 0.9208333333333333, 0.9710858585858586, 0.9896464646464646, 0.9083333333333333, 0.8927398989898989, 0.8458333333333333, 0.8940656565656566, 0.9119949494949495, 0.9708333333333333, 0.9610479797979798, 0.9708964646464646, 0.9710858585858586, 0.9354166666666667, 0.9773989898989899]
f1_score_list: [0.9855726834242724, 0.9095988956844313, 0.9874182822050824, 0.9735725237393759, 0.9853572715026618, 0.9165801503759745, 0.9557537057554852, 0.9588579024368497, 0.9552262819614159, 0.9471380061579698, 0.9315652122711612, 0.9232574815030954, 0.9367505059156602, 0.9527954082653204, 0.9871871871871873, 0.9145528931336031, 0.9701264168228241, 0.9896144345087615, 0.9027506031079, 0.8881499632294266, 0.8397930568168803, 0.8903758257499049, 0.9099789803611731, 0.9704691214961887, 0.9599476430752898, 0.9704167478021469, 0.9701264168228241, 0.9330687695599977, 0.9766956231941109]
accuracy_intime_list: [0.9952380952380953, 0.9738095238095237, 0.9944444444444444, 0.9785714285714284, 0.9952380952380953, 0.9452380952380951, 0.9785714285714284, 0.9833333333333332, 0.9420634920634919, 0.9722222222222222, 0.973015873015873, 0.9452380952380952, 0.9404761904761905, 0.9793650793650793, 1.0, 0.957936507936508, 0.9841269841269841, 0.9952380952380953, 0.9777777777777779, 0.8785714285714286, 0.934126984126984, 0.95, 0.934126984126984, 0.9833333333333333, 0.9841269841269841, 0.9833333333333332, 0.9841269841269841, 0.9285714285714286, 0.9674603174603174]
f1_in_time_list: [0.9950089126559715, 0.9721063250475016, 0.9944055944055944, 0.9782256958727548, 0.9952136752136752, 0.9432562209032799, 0.97709741239153, 0.9832167832167832, 0.9399784474784476, 0.9715484515484517, 0.9723565323565323, 0.9397429150370329, 0.9372915102326868, 0.9786243386243387, 1.0, 0.9557643663526016, 0.9826918179859357, 0.9952136752136752, 0.9774603174603176, 0.8606338432809023, 0.9274818427759606, 0.9467882117882118, 0.9254114186467128, 0.982977022977023, 0.9826918179859357, 0.9828852628852629, 0.9826918179859357, 0.9242935495876672, 0.9647453200394377]
**************************************************
Mean Accuracy: 0.9465103622
Mean F1: 0.9445757929
Std Accuracy: 0.0346773993
Std F1: 0.0362300351
Mean Accuracy (Intime): 0.9668856048
Std Accuracy (Intime): 0.0266926989
Mean F1 (Intime): 0.9644759690
Std F1 (Intime): 0.0299294052
ACC: 94.65±3.47
F1: 94.46±3.62
Intime: 96.69±2.67
F1 (Intime): 96.45±2.99
