Learning Rate: 0.0001

Subject Number: 1
Accuracy Cross: [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 Score: [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
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: [0.9090909090909091, 0.9393939393939394, 0.9090909090909091, 0.9090909090909091, 0.9090909090909091, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8787878787878788, 0.9090909090909091, 0.8484848484848485, 0.8484848484848485, 0.9090909090909091]
  mean: 0.9313131313, std: 0.0536020168
F1 Score: [0.907735321528425, 0.9379699248120301, 0.905982905982906, 0.905982905982906, 0.905982905982906, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8730769230769231, 0.905982905982906, 0.8390243902439025, 0.8390243902439025, 0.905982905982906]
  mean: 0.9284496987, std: 0.0563918717
Accuracy Intime: [1.0, 0.9285714285714286, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 0.8571428571428571, 0.9166666666666666, 0.9166666666666666, 0.9285714285714286, 1.0, 0.9166666666666666, 1.0, 1.0]
  mean: 0.9587301587, std: 0.0467917555
F1 In Time: [1.0, 0.9251336898395721, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 0.8541666666666667, 0.916083916083916, 0.916083916083916, 0.9251336898395721, 1.0, 0.8991596638655461, 1.0, 1.0]
  mean: 0.9567896972, std: 0.0488295244
--------------------------------------------------
Subject Number: 3
Accuracy Cross: [0.9375, 0.9375, 0.96875, 1.0, 1.0, 0.9696969696969697, 1.0, 0.9090909090909091, 0.9090909090909091, 0.9696969696969697, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9734217172, std: 0.0332249491
F1 Score: [0.9352226720647774, 0.9352226720647774, 0.967967967967968, 1.0, 1.0, 0.9695852534562213, 1.0, 0.9090909090909091, 0.9090909090909091, 0.9695852534562213, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9730510425, std: 0.0335694306
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: 4
Accuracy Cross: [1.0, 0.9696969696969697, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9696969696969697, 1.0, 1.0]
  mean: 0.9959595960, std: 0.0103010495
F1 Score: [1.0, 0.9692451071761417, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9692451071761417, 1.0, 1.0]
  mean: 0.9958993476, std: 0.0104546532
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, 0.9166666666666666, 1.0]
  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, 0.916083916083916, 1.0]
  mean: 0.9944055944, std: 0.0209323490
--------------------------------------------------
Subject Number: 5
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 0.96875, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9979166667, std: 0.0077951196
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 0.9684729064039409, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9978981938, std: 0.0078642388
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: [0.78125, 0.625, 0.65625, 0.53125, 0.875, 0.9393939393939394, 0.9090909090909091, 0.9393939393939394, 0.9393939393939394, 0.9090909090909091, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.8736742424, std: 0.1483615946
F1 Score: [0.7793103448275862, 0.6, 0.6476476476476476, 0.4909862142099682, 0.8745098039215686, 0.9379699248120301, 0.905982905982906, 0.9379699248120301, 0.9379699248120301, 0.905982905982906, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.8678886398, std: 0.1581390472
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 0.8333333333333334, 0.9166666666666666, 1.0, 1.0, 0.9166666666666666, 0.8333333333333334, 0.8333333333333334]
  mean: 0.9500000000, std: 0.0666666667
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 0.8285714285714285, 0.916083916083916, 1.0, 1.0, 0.9111111111111111, 0.8285714285714285, 0.8285714285714285]
  mean: 0.9485995486, std: 0.0685654053
--------------------------------------------------
Subject Number: 7
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.96875, 1.0, 1.0, 0.9375, 1.0, 0.9375, 0.96875, 1.0]
  mean: 0.9875000000, std: 0.0222439130
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.967967967967968, 1.0, 1.0, 0.9372549019607843, 1.0, 0.9372549019607843, 0.9684729064039409, 1.0]
  mean: 0.9873967119, std: 0.0223774593
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, 1.0, 1.0, 1.0]
  mean: 0.9944444444, std: 0.0207869855
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, 1.0, 1.0, 1.0]
  mean: 0.9932773109, std: 0.0251539992
--------------------------------------------------
Subject Number: 8
Accuracy Cross: [0.96875, 1.0, 1.0, 1.0, 1.0, 1.0, 0.96875, 1.0, 0.96875, 1.0, 0.96875, 0.96875, 0.96875, 0.96875, 0.9375]
  mean: 0.9812500000, std: 0.0190940654
F1 Score: [0.9684729064039409, 1.0, 1.0, 1.0, 1.0, 1.0, 0.967967967967968, 1.0, 0.967967967967968, 1.0, 0.967967967967968, 0.967967967967968, 0.967967967967968, 0.967967967967968, 0.9352226720647774]
  mean: 0.9807668924, std: 0.0196599083
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, 0.9166666666666666, 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, 1.0, 1.0, 1.0, 1.0, 0.916083916083916, 1.0]
  mean: 0.9888111888, std: 0.0285259833
--------------------------------------------------
Subject Number: 9
Accuracy Cross: [0.96875, 1.0, 1.0, 1.0, 0.96875, 0.9375, 0.9375, 0.9375, 0.9375, 0.90625, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9729166667, std: 0.0320047739
F1 Score: [0.967967967967968, 1.0, 1.0, 1.0, 0.967967967967968, 0.9352226720647774, 0.9352226720647774, 0.9352226720647774, 0.9352226720647774, 0.9015384615384616, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9718910057, std: 0.0333461164
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, 0.96875, 0.96875, 0.96875, 0.96875, 0.96875, 0.9393939393939394, 0.9393939393939394, 0.9393939393939394, 0.9696969696969697, 0.9090909090909091]
  mean: 0.9693813131, std: 0.0271075302
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 0.967967967967968, 0.967967967967968, 0.967967967967968, 0.967967967967968, 0.967967967967968, 0.9379699248120301, 0.9379699248120301, 0.9379699248120301, 0.9692451071761417, 0.905982905982906]
  mean: 0.9685985085, std: 0.0278899246
Accuracy Intime: [1.0, 1.0, 0.9166666666666666, 1.0, 0.8333333333333334, 1.0, 1.0, 0.9166666666666666, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666]
  mean: 0.9666666667, std: 0.0509175077
F1 In Time: [1.0, 1.0, 0.8991596638655461, 1.0, 0.8285714285714285, 1.0, 1.0, 0.8991596638655461, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 0.916083916083916]
  mean: 0.9639372392, std: 0.0543453644
--------------------------------------------------
Subject Number: 11
Accuracy Cross: [0.8787878787878788, 0.9393939393939394, 0.9090909090909091, 0.8787878787878788, 0.9696969696969697, 0.8787878787878788, 0.9393939393939394, 0.8787878787878788, 0.8787878787878788, 0.9090909090909091, 1.0, 1.0, 1.0, 1.0, 0.9696969696969697]
  mean: 0.9353535354, std: 0.0493194166
F1 Score: [0.8730769230769231, 0.9379699248120301, 0.907735321528425, 0.8730769230769231, 0.9692451071761417, 0.8786764705882353, 0.9393382352941176, 0.8786764705882353, 0.8786764705882353, 0.9090909090909091, 1.0, 1.0, 1.0, 1.0, 0.9692451071761417]
  mean: 0.9343205242, std: 0.0502439175
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: 12
Accuracy Cross: [0.96875, 1.0, 1.0, 0.96875, 0.96875, 0.8787878787878788, 0.8484848484848485, 0.8484848484848485, 0.7878787878787878, 0.8484848484848485, 0.875, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9328914141, std: 0.0728283660
F1 Score: [0.967967967967968, 1.0, 1.0, 0.967967967967968, 0.967967967967968, 0.8730769230769231, 0.8390243902439025, 0.8390243902439025, 0.7664307381193125, 0.8390243902439025, 0.875, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9290323157, std: 0.0781283041
Accuracy Intime: [1.0, 1.0, 0.8333333333333334, 0.75, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 0.8333333333333334, 1.0]
  mean: 0.9555555556, std: 0.0797372227
F1 In Time: [1.0, 1.0, 0.7777777777777777, 0.7482517482517483, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8991596638655461, 0.8285714285714285, 1.0]
  mean: 0.9502507079, std: 0.0876323935
--------------------------------------------------
Subject Number: 13
Accuracy Cross: [0.96875, 1.0, 0.96875, 1.0, 1.0, 0.9696969696969697, 1.0, 1.0, 1.0, 1.0, 0.75, 0.96875, 0.9375, 0.90625, 0.9375]
  mean: 0.9604797980, std: 0.0629930304
F1 Score: [0.9684729064039409, 1.0, 0.967967967967968, 1.0, 1.0, 0.9692451071761417, 1.0, 1.0, 1.0, 1.0, 0.75, 0.967967967967968, 0.9352226720647774, 0.9015384615384616, 0.9352226720647774]
  mean: 0.9597091837, std: 0.0633658972
Accuracy Intime: [0.9285714285714286, 1.0, 0.9166666666666666, 1.0, 1.0, 0.9285714285714286, 1.0, 0.9166666666666666, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9738095238, std: 0.0371916651
F1 In Time: [0.9251336898395721, 1.0, 0.8991596638655461, 1.0, 1.0, 0.9251336898395721, 1.0, 0.8991596638655461, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9709780416, std: 0.0415974948
--------------------------------------------------
Subject Number: 14
Accuracy Cross: [0.96875, 0.96875, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.96875, 1.0, 1.0, 0.9375]
  mean: 0.9895833333, std: 0.0186338998
F1 Score: [0.9684729064039409, 0.9684729064039409, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.967967967967968, 1.0, 1.0, 0.9352226720647774]
  mean: 0.9893424302, std: 0.0191595262
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: 15
Accuracy Cross: [0.96875, 0.9375, 0.9375, 0.96875, 0.96875, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9854166667, std: 0.0224381867
F1 Score: [0.967967967967968, 0.9352226720647774, 0.9352226720647774, 0.967967967967968, 0.967967967967968, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9849566165, std: 0.0232031706
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, 0.8444444444444444, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9896296296, std: 0.0388023729
--------------------------------------------------
Subject Number: 16
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 0.96875, 1.0, 1.0, 0.96875, 1.0, 1.0, 0.8125, 0.84375, 0.875, 0.875, 0.84375]
  mean: 0.9458333333, std: 0.0698460609
F1 Score: [1.0, 1.0, 1.0, 1.0, 0.9684729064039409, 1.0, 1.0, 0.9684729064039409, 1.0, 1.0, 0.7922077922077921, 0.8303287380699894, 0.8666666666666667, 0.8666666666666667, 0.8303287380699894]
  mean: 0.9415429610, std: 0.0761749589
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 0.8571428571428571, 1.0, 1.0, 0.9166666666666666, 0.9285714285714286, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9746031746, std: 0.0445152497
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 0.8444444444444444, 1.0, 1.0, 0.916083916083916, 0.9251336898395721, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9734497311, std: 0.0471257621
--------------------------------------------------
Subject Number: 17
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 0.9696969696969697, 0.9696969696969697, 0.9696969696969697, 1.0, 1.0, 0.875, 0.9375, 0.9375, 0.9375, 0.9375]
  mean: 0.9689393939, std: 0.0360863799
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 0.9695852534562213, 0.9695852534562213, 0.9695852534562213, 1.0, 1.0, 0.8666666666666667, 0.9352226720647774, 0.9352226720647774, 0.9352226720647774, 0.9352226720647774]
  mean: 0.9677542077, std: 0.0380705400
Accuracy Intime: [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, 0.9166666666666666, 1.0]
  mean: 0.9833333333, std: 0.0333333333
F1 In Time: [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, 0.916083916083916, 1.0]
  mean: 0.9832167832, std: 0.0335664336
--------------------------------------------------
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, 1.0, 1.0, 1.0, 1.0]
  mean: 1.0000000000, std: 0.0000000000
F1 Score: [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
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: 19
Accuracy Cross: [0.875, 0.96875, 0.9375, 1.0, 0.75, 1.0, 1.0, 1.0, 1.0, 1.0, 0.90625, 0.875, 0.90625, 0.875, 0.875]
  mean: 0.9312500000, std: 0.0714434508
F1 Score: [0.875, 0.9684729064039409, 0.9365079365079365, 1.0, 0.722943722943723, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9015384615384616, 0.8666666666666667, 0.9015384615384616, 0.8666666666666667, 0.8666666666666667]
  mean: 0.9270667659, std: 0.0776076514
Accuracy Intime: [1.0, 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: 0.9785714286, std: 0.0636209010
F1 In Time: [1.0, 1.0, 1.0, 1.0, 1.0, 0.9282051282051282, 1.0, 1.0, 0.7482517482517483, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9784304584, std: 0.0640588318
--------------------------------------------------
Subject Number: 20
Accuracy Cross: [0.84375, 0.96875, 0.90625, 0.9375, 0.90625, 1.0, 1.0, 0.90625, 0.84375, 0.90625, 0.9090909090909091, 0.9090909090909091, 0.8787878787878788, 0.8787878787878788, 0.8787878787878788]
  mean: 0.9115530303, std: 0.0462819269
F1 Score: [0.8435972629521017, 0.967967967967968, 0.9015384615384616, 0.9352226720647774, 0.9015384615384616, 1.0, 1.0, 0.9015384615384616, 0.8303287380699894, 0.9015384615384616, 0.905982905982906, 0.905982905982906, 0.8730769230769231, 0.8730769230769231, 0.8730769230769231]
  mean: 0.9076311379, std: 0.0484958657
Accuracy Intime: [1.0, 1.0, 1.0, 0.5833333333333334, 0.8333333333333334, 1.0, 1.0, 1.0, 0.6666666666666666, 0.8333333333333334, 1.0, 1.0, 1.0, 0.75, 0.8333333333333334]
  mean: 0.9000000000, std: 0.1367614847
F1 In Time: [1.0, 1.0, 1.0, 0.4957983193277311, 0.8285714285714285, 1.0, 1.0, 1.0, 0.625, 0.8285714285714285, 1.0, 1.0, 1.0, 0.7333333333333334, 0.8285714285714285]
  mean: 0.8893230626, std: 0.1571364469
--------------------------------------------------
Subject Number: 21
Accuracy Cross: [0.90625, 0.90625, 0.84375, 0.90625, 0.875, 1.0, 1.0, 0.96875, 1.0, 1.0, 0.625, 0.75, 0.71875, 0.875, 0.78125]
  mean: 0.8770833333, std: 0.1114924013
F1 Score: [0.9015384615384616, 0.9015384615384616, 0.8303287380699894, 0.9015384615384616, 0.8666666666666667, 1.0, 1.0, 0.967967967967968, 1.0, 1.0, 0.6, 0.746031746031746, 0.7117117117117118, 0.8745098039215686, 0.7793103448275862]
  mean: 0.8720761576, std: 0.1164102722
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.75, 1.0, 1.0, 0.9166666666666666, 0.75, 0.8333333333333334, 1.0, 1.0, 0.9166666666666666, 0.9166666666666666, 0.9166666666666666]
  mean: 0.9333333333, std: 0.0871354841
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.7333333333333334, 1.0, 1.0, 0.8991596638655461, 0.7333333333333334, 0.8285714285714285, 1.0, 1.0, 0.8991596638655461, 0.916083916083916, 0.916083916083916]
  mean: 0.9283816837, std: 0.0927698205
--------------------------------------------------
Subject Number: 22
Accuracy Cross: [0.90625, 0.96875, 0.90625, 0.90625, 0.90625, 0.8181818181818182, 0.8181818181818182, 0.7272727272727273, 0.7575757575757576, 0.8787878787878788, 0.96875, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9041666667, std: 0.0869124915
F1 Score: [0.9015384615384616, 0.967967967967968, 0.9015384615384616, 0.9015384615384616, 0.9015384615384616, 0.8180147058823529, 0.8180147058823529, 0.723205964585275, 0.7555555555555555, 0.8730769230769231, 0.967967967967968, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9019971758, std: 0.0877410142
Accuracy Intime: [1.0, 1.0, 1.0, 0.9166666666666666, 0.75, 1.0, 1.0, 1.0, 1.0, 0.75, 1.0, 1.0, 1.0, 1.0, 0.75]
  mean: 0.9444444444, std: 0.0993807990
F1 In Time: [1.0, 1.0, 1.0, 0.916083916083916, 0.7333333333333334, 1.0, 1.0, 1.0, 1.0, 0.7333333333333334, 1.0, 1.0, 1.0, 1.0, 0.7333333333333334]
  mean: 0.9410722611, std: 0.1059207459
--------------------------------------------------
Subject Number: 23
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 0.875, 0.96875, 0.96875, 1.0, 0.96875, 0.9090909090909091, 0.8787878787878788, 0.9090909090909091, 0.8787878787878788, 0.8787878787878788]
  mean: 0.9490530303, std: 0.0517859970
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 0.875, 0.9684729064039409, 0.9684729064039409, 1.0, 0.967967967967968, 0.905982905982906, 0.8730769230769231, 0.905982905982906, 0.8730769230769231, 0.8730769230769231]
  mean: 0.9474073575, std: 0.0536382984
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.5833333333333334, 1.0, 1.0, 1.0, 0.9166666666666666, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 0.8333333333333334]
  mean: 0.9444444444, std: 0.1124914263
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.4957983193277311, 1.0, 1.0, 1.0, 0.916083916083916, 0.8285714285714285, 1.0, 1.0, 1.0, 1.0, 0.8285714285714285]
  mean: 0.9379350062, std: 0.1322260192
--------------------------------------------------
Subject Number: 24
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 0.96875, 0.96875, 0.96875, 0.96875, 0.96875, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9895833333, std: 0.0147313913
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 0.9684729064039409, 0.9684729064039409, 0.9684729064039409, 0.9684729064039409, 0.9684729064039409, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9894909688, std: 0.0148620144
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, 1.0]
  mean: 0.9944444444, std: 0.0207869855
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, 1.0]
  mean: 0.9944055944, std: 0.0209323490
--------------------------------------------------
Subject Number: 25
Accuracy Cross: [0.9696969696969697, 1.0, 0.9393939393939394, 0.9393939393939394, 0.9090909090909091, 1.0, 1.0, 1.0, 1.0, 1.0, 0.96875, 0.96875, 0.9375, 0.9375, 1.0]
  mean: 0.9713383838, std: 0.0305201868
F1 Score: [0.9692451071761417, 1.0, 0.9379699248120301, 0.9379699248120301, 0.905982905982906, 1.0, 1.0, 1.0, 1.0, 1.0, 0.967967967967968, 0.967967967967968, 0.9352226720647774, 0.9352226720647774, 1.0]
  mean: 0.9705032762, std: 0.0314896742
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 0.9285714285714286, 1.0, 1.0, 0.9166666666666666]
  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, 0.9251336898395721, 1.0, 1.0, 0.916083916083916]
  mean: 0.9826918180, std: 0.0349495345
--------------------------------------------------
Subject Number: 26
Accuracy Cross: [0.9393939393939394, 1.0, 1.0, 1.0, 1.0, 0.96875, 1.0, 0.96875, 1.0, 1.0, 0.9375, 0.9375, 0.90625, 0.96875, 0.90625]
  mean: 0.9688762626, std: 0.0341204745
F1 Score: [0.9393382352941176, 1.0, 1.0, 1.0, 1.0, 0.9684729064039409, 1.0, 0.9684729064039409, 1.0, 1.0, 0.9352226720647774, 0.9352226720647774, 0.9015384615384616, 0.967967967967968, 0.9015384615384616]
  mean: 0.9678516189, std: 0.0355645830
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 0.8333333333333334, 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, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 0.8285714285714285, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9829770230, std: 0.0462478382
--------------------------------------------------
Subject Number: 27
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 0.9696969696969697, 0.9696969696969697, 0.9696969696969697, 1.0, 1.0, 0.875, 0.9375, 0.9375, 0.9375, 0.9375]
  mean: 0.9689393939, std: 0.0360863799
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 0.9695852534562213, 0.9695852534562213, 0.9695852534562213, 1.0, 1.0, 0.8666666666666667, 0.9352226720647774, 0.9352226720647774, 0.9352226720647774, 0.9352226720647774]
  mean: 0.9677542077, std: 0.0380705400
Accuracy Intime: [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, 0.9166666666666666, 1.0]
  mean: 0.9833333333, std: 0.0333333333
F1 In Time: [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, 0.916083916083916, 1.0]
  mean: 0.9832167832, std: 0.0335664336
--------------------------------------------------
Subject Number: 28
Accuracy Cross: [0.96875, 1.0, 1.0, 0.96875, 0.9375, 1.0, 0.96875, 1.0, 1.0, 0.9375, 0.96875, 0.96875, 0.9375, 0.9375, 0.9375]
  mean: 0.9687500000, std: 0.0255155182
F1 Score: [0.967967967967968, 1.0, 1.0, 0.967967967967968, 0.9352226720647774, 1.0, 0.967967967967968, 1.0, 1.0, 0.9352226720647774, 0.9684729064039409, 0.967967967967968, 0.9352226720647774, 0.9365079365079365, 0.9365079365079365]
  mean: 0.9679352445, std: 0.0262382985
Accuracy Intime: [0.9285714285714286, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 0.75, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0]
  mean: 0.9619047619, std: 0.0666666667
F1 In Time: [0.9282051282051282, 1.0, 0.8991596638655461, 1.0, 1.0, 1.0, 1.0, 1.0, 0.916083916083916, 0.7333333333333334, 1.0, 1.0, 1.0, 0.916083916083916, 1.0]
  mean: 0.9595243972, std: 0.0711543346
--------------------------------------------------
Subject Number: 29
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 0.9375, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9696969696969697, 0.9696969696969697, 1.0, 1.0]
  mean: 0.9917929293, std: 0.0177622392
F1 Score: [1.0, 1.0, 1.0, 1.0, 0.9352226720647774, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9692451071761417, 0.9692451071761417, 1.0, 1.0]
  mean: 0.9915808591, std: 0.0183022769
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, 0.9166666666666666]
  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, 1.0, 1.0, 1.0, 1.0, 1.0, 0.916083916083916]
  mean: 0.9888111888, std: 0.0285259833
--------------------------------------------------
**************************************************
accuracy_cross_list: [1.0, 0.9313131313131311, 0.9734217171717172, 0.9959595959595958, 0.9979166666666667, 0.8736742424242424, 0.9875, 0.98125, 0.9729166666666667, 0.9693813131313131, 0.9353535353535354, 0.9328914141414141, 0.9604797979797979, 0.9895833333333334, 0.9854166666666667, 0.9458333333333333, 0.968939393939394, 1.0, 0.93125, 0.9115530303030303, 0.8770833333333333, 0.9041666666666667, 0.9490530303030302, 0.9895833333333334, 0.9713383838383839, 0.9688762626262626, 0.968939393939394, 0.96875, 0.9917929292929292]
f1_score_list: [1.0, 0.9284496986546477, 0.9730510424794523, 0.9958993476234856, 0.9978981937602627, 0.8678886398005782, 0.9873967118862319, 0.9807668924184353, 0.9718910057155671, 0.9685985084956653, 0.9343205241997545, 0.9290323157221232, 0.9597091836789355, 0.9893424301893751, 0.984956616535564, 0.9415429609659324, 0.9677542076862958, 1.0, 0.927066765928835, 0.9076311378936842, 0.872076157587508, 0.9019971758048162, 0.9474073574648287, 0.9894909688013136, 0.9705032761899066, 0.9678516188850963, 0.9677542076862958, 0.9679352444990678, 0.9915808590944709]
accuracy_intime_list: [1.0, 0.9587301587301587, 1.0, 0.9944444444444444, 1.0, 0.95, 0.9944444444444444, 0.9888888888888888, 0.9666666666666667, 0.9666666666666666, 1.0, 0.9555555555555556, 0.9738095238095237, 1.0, 0.9904761904761905, 0.9746031746031746, 0.9833333333333332, 1.0, 0.9785714285714285, 0.9000000000000001, 0.9333333333333332, 0.9444444444444444, 0.9444444444444445, 0.9944444444444444, 0.9841269841269841, 0.9833333333333333, 0.9833333333333332, 0.9619047619047618, 0.9888888888888888]
f1_in_time_list: [1.0, 0.9567896972308739, 1.0, 0.9944055944055944, 1.0, 0.9485995485995488, 0.9932773109243698, 0.9888111888111889, 0.9651992451992454, 0.9639372392313569, 1.0, 0.9502507078977668, 0.9709780415662769, 1.0, 0.9896296296296296, 0.9734497310967901, 0.9832167832167832, 1.0, 0.9784304584304585, 0.8893230625583567, 0.9283816836758014, 0.941072261072261, 0.9379350061703005, 0.9944055944055944, 0.9826918179859357, 0.982977022977023, 0.9832167832167832, 0.959524397171456, 0.9888111888111889]
**************************************************
Mean Accuracy: 0.9598005921
Mean F1: 0.9582687258
Std Accuracy: 0.0345052021
Std F1: 0.0360226897
Mean Accuracy (Intime): 0.9756704981
Std Accuracy (Intime): 0.0239317024
Mean F1 (Intime): 0.9739763446
Std F1 (Intime): 0.0261483144
ACC: 95.98±3.45
F1: 95.83±3.60
Intime: 97.57±2.39
F1 (Intime): 97.40±2.61
