Learning Rate: 1e-05

Subject Number: 1
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9696969696969697, 1.0, 0.9393939393939394, 0.9393939393939394, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9898989899, std: 0.0211880575
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9695852534562213, 1.0, 0.9393382352941176, 0.9379699248120301, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9897928942, std: 0.0214318480
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: [0.9696969696969697, 0.8787878787878788, 0.9696969696969697, 0.9090909090909091, 0.8787878787878788, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8787878787878788, 0.9696969696969697, 0.8181818181818182, 0.9393939393939394, 0.8181818181818182]
  mean: 0.9353535354, std: 0.0643934442
F1 Score: [0.9692451071761417, 0.8777777777777778, 0.9692451071761417, 0.905982905982906, 0.8730769230769231, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8730769230769231, 0.9692451071761417, 0.8096153846153846, 0.9379699248120301, 0.8035714285714286]
  mean: 0.9325871060, std: 0.0679925252
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.75, 1.0, 1.0, 0.9285714285714286, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 0.9166666666666666]
  mean: 0.9674603175, std: 0.0661354497
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.7333333333333334, 1.0, 1.0, 0.9251336898395721, 1.0, 1.0, 1.0, 1.0, 1.0, 0.916083916083916, 0.916083916083916]
  mean: 0.9660423237, std: 0.0700014462
--------------------------------------------------
Subject Number: 3
Accuracy Cross: [0.96875, 1.0, 1.0, 1.0, 0.96875, 0.8484848484848485, 1.0, 0.9393939393939394, 0.7575757575757576, 1.0, 1.0, 0.9696969696969697, 1.0, 1.0, 1.0]
  mean: 0.9635101010, std: 0.0674774811
F1 Score: [0.967967967967968, 1.0, 1.0, 1.0, 0.967967967967968, 0.847926267281106, 1.0, 0.9379699248120301, 0.7518796992481203, 1.0, 1.0, 0.9692451071761417, 1.0, 1.0, 1.0]
  mean: 0.9628637956, std: 0.0687261884
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: [0.9696969696969697, 1.0, 0.9696969696969697, 0.9696969696969697, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9393939393939394, 1.0, 1.0, 1.0]
  mean: 0.9898989899, std: 0.0180692362
F1 Score: [0.9692451071761417, 1.0, 0.9692451071761417, 0.9692451071761417, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9379699248120301, 1.0, 1.0, 1.0]
  mean: 0.9897136831, std: 0.0184358271
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: 5
Accuracy Cross: [1.0, 0.9375, 1.0, 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: 0.9916666667, std: 0.0179215110
F1 Score: [1.0, 0.9372549019607843, 1.0, 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: 0.9915460559, std: 0.0181052698
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: [0.875, 0.78125, 0.90625, 0.65625, 0.84375, 0.9393939393939394, 0.8787878787878788, 0.9696969696969697, 0.9696969696969697, 0.9090909090909091, 1.0, 1.0, 1.0, 1.0, 0.9393939393939394]
  mean: 0.9112373737, std: 0.0926647255
F1 Score: [0.873015873015873, 0.7810361681329423, 0.906158357771261, 0.6476476476476476, 0.8423645320197044, 0.9379699248120301, 0.8730769230769231, 0.9692451071761417, 0.9692451071761417, 0.905982905982906, 1.0, 1.0, 1.0, 1.0, 0.9393382352941176]
  mean: 0.9096720521, std: 0.0944663675
Accuracy Intime: [1.0, 1.0, 1.0, 0.9166666666666666, 0.75, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 0.75]
  mean: 0.9555555556, std: 0.0853460639
F1 In Time: [1.0, 1.0, 1.0, 0.916083916083916, 0.7333333333333334, 1.0, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 0.7333333333333334]
  mean: 0.9532556333, std: 0.0907489222
--------------------------------------------------
Subject Number: 7
Accuracy Cross: [1.0, 0.96875, 1.0, 1.0, 0.96875, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9375, 1.0, 0.96875, 0.96875]
  mean: 0.9875000000, std: 0.0190940654
F1 Score: [1.0, 0.967967967967968, 1.0, 1.0, 0.967967967967968, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9372549019607843, 1.0, 0.9684729064039409, 0.9684729064039409]
  mean: 0.9873424434, std: 0.0192765119
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, 1.0]
  mean: 0.9722222222, std: 0.0724355823
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.7333333333333334, 1.0, 1.0, 1.0, 1.0, 0.8285714285714285, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9707936508, std: 0.0764651135
--------------------------------------------------
Subject Number: 8
Accuracy Cross: [1.0, 0.96875, 0.90625, 0.96875, 0.6875, 0.90625, 1.0, 1.0, 1.0, 1.0, 1.0, 0.96875, 0.9375, 0.96875, 0.96875]
  mean: 0.9520833333, std: 0.0772801541
F1 Score: [1.0, 0.9684729064039409, 0.906158357771261, 0.9684729064039409, 0.6761133603238867, 0.906158357771261, 1.0, 1.0, 1.0, 1.0, 1.0, 0.967967967967968, 0.9352226720647774, 0.967967967967968, 0.967967967967968]
  mean: 0.9509668310, std: 0.0798805186
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: 9
Accuracy Cross: [1.0, 0.96875, 1.0, 0.96875, 0.96875, 0.9375, 0.9375, 0.90625, 0.9375, 0.90625, 1.0, 1.0, 1.0, 1.0, 0.9375]
  mean: 0.9645833333, std: 0.0339781384
F1 Score: [1.0, 0.967967967967968, 1.0, 0.967967967967968, 0.967967967967968, 0.9352226720647774, 0.9352226720647774, 0.9015384615384616, 0.9352226720647774, 0.9015384615384616, 1.0, 1.0, 1.0, 1.0, 0.9352226720647774]
  mean: 0.9631914343, std: 0.0355235637
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 0.6666666666666666]
  mean: 0.9666666667, std: 0.0849836586
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 0.625]
  mean: 0.9638111888, std: 0.0948909435
--------------------------------------------------
Subject Number: 10
Accuracy Cross: [1.0, 0.96875, 1.0, 1.0, 1.0, 1.0, 0.9375, 1.0, 1.0, 0.96875, 0.9696969696969697, 1.0, 0.9696969696969697, 0.9696969696969697, 0.9696969696969697]
  mean: 0.9835858586, std: 0.0191330587
F1 Score: [1.0, 0.967967967967968, 1.0, 1.0, 1.0, 1.0, 0.9352226720647774, 1.0, 1.0, 0.967967967967968, 0.9692451071761417, 1.0, 0.9692451071761417, 0.9692451071761417, 0.9692451071761417]
  mean: 0.9832092691, std: 0.0196684662
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: 11
Accuracy Cross: [0.9696969696969697, 1.0, 0.9696969696969697, 0.9696969696969697, 0.8181818181818182, 0.9696969696969697, 0.9696969696969697, 0.9696969696969697, 0.8484848484848485, 0.9696969696969697, 1.0, 0.9393939393939394, 0.9696969696969697, 0.9696969696969697, 0.7878787878787878]
  mean: 0.9414141414, std: 0.0640120385
F1 Score: [0.9692451071761417, 1.0, 0.9695852534562213, 0.9692451071761417, 0.8166666666666667, 0.9695852534562213, 0.9692451071761417, 0.9695852534562213, 0.847926267281106, 0.9695852534562213, 1.0, 0.9379699248120301, 0.9695852534562213, 0.9692451071761417, 0.7847157502329916]
  mean: 0.9408123537, std: 0.0647011825
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
--------------------------------------------------
Subject Number: 12
Accuracy Cross: [1.0, 1.0, 1.0, 0.96875, 0.96875, 0.9090909090909091, 0.9393939393939394, 0.8787878787878788, 0.9090909090909091, 0.8787878787878788, 1.0, 1.0, 1.0, 0.9375, 1.0]
  mean: 0.9593434343, std: 0.0452045771
F1 Score: [1.0, 1.0, 1.0, 0.967967967967968, 0.967967967967968, 0.905982905982906, 0.9379699248120301, 0.8730769230769231, 0.905982905982906, 0.8730769230769231, 1.0, 1.0, 1.0, 0.9352226720647774, 1.0]
  mean: 0.9578165461, std: 0.0471180366
Accuracy Intime: [1.0, 1.0, 1.0, 0.9166666666666666, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 1.0, 0.75, 1.0]
  mean: 0.9555555556, std: 0.0797372227
F1 In Time: [1.0, 1.0, 1.0, 0.916083916083916, 0.8285714285714285, 1.0, 1.0, 1.0, 1.0, 0.8285714285714285, 1.0, 1.0, 1.0, 0.7333333333333334, 1.0]
  mean: 0.9537706738, std: 0.0836147002
--------------------------------------------------
Subject Number: 13
Accuracy Cross: [1.0, 0.9375, 0.4375, 0.96875, 0.9375, 0.6363636363636364, 0.7878787878787878, 0.9090909090909091, 0.9696969696969697, 0.9696969696969697, 0.84375, 0.84375, 0.875, 0.96875, 0.875]
  mean: 0.8640151515, std: 0.1451894483
F1 Score: [1.0, 0.9365079365079365, 0.30434782608695654, 0.967967967967968, 0.9372549019607843, 0.6071428571428572, 0.7847157502329916, 0.9087557603686636, 0.9695852534562213, 0.9692451071761417, 0.8423645320197044, 0.8435972629521017, 0.8666666666666667, 0.967967967967968, 0.873015873015873]
  mean: 0.8519423776, std: 0.1749724403
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: 14
Accuracy Cross: [0.65625, 0.625, 0.4375, 0.8125, 0.625, 1.0, 1.0, 1.0, 1.0, 1.0, 0.96875, 0.84375, 0.78125, 0.96875, 0.875]
  mean: 0.8395833333, std: 0.1741297808
F1 Score: [0.6389743589743591, 0.6, 0.30434782608695654, 0.8117647058823529, 0.6, 1.0, 1.0, 1.0, 1.0, 1.0, 0.967967967967968, 0.8303287380699894, 0.751937984496124, 0.967967967967968, 0.8666666666666667]
  mean: 0.8226637477, std: 0.2013512307
Accuracy Intime: [1.0, 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]
  mean: 0.9785714286, std: 0.0636209010
F1 In Time: [1.0, 1.0, 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]
  mean: 0.9774358974, std: 0.0676404878
--------------------------------------------------
Subject Number: 15
Accuracy Cross: [0.96875, 0.96875, 0.9375, 0.96875, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9895833333, std: 0.0186338998
F1 Score: [0.967967967967968, 0.967967967967968, 0.9352226720647774, 0.967967967967968, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9892751051, std: 0.0192334862
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: [0.96875, 1.0, 0.84375, 1.0, 1.0, 1.0, 0.65625, 0.96875, 1.0, 0.9375, 0.9375, 1.0, 0.84375, 0.90625, 0.90625]
  mean: 0.9312500000, std: 0.0907147544
F1 Score: [0.9684729064039409, 1.0, 0.8435972629521017, 1.0, 1.0, 1.0, 0.6389743589743591, 0.9684729064039409, 1.0, 0.9372549019607843, 0.9352226720647774, 1.0, 0.8303287380699894, 0.9015384615384616, 0.9015384615384616]
  mean: 0.9283600447, std: 0.0952595516
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9285714285714286, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9896825397, std: 0.0263941098
F1 In Time: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9251336898395721, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9894145071, std: 0.0270383476
--------------------------------------------------
Subject Number: 17
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 0.7272727272727273, 0.9393939393939394, 0.9696969696969697, 0.9696969696969697, 1.0, 0.9375, 1.0, 0.9375, 0.96875, 0.9375]
  mean: 0.9591540404, std: 0.0671114662
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 0.717948717948718, 0.9393382352941176, 0.9692451071761417, 0.9695852534562213, 1.0, 0.9352226720647774, 1.0, 0.9352226720647774, 0.967967967967968, 0.9352226720647774]
  mean: 0.9579835532, std: 0.0693961221
Accuracy Intime: [1.0, 1.0, 1.0, 0.8333333333333334, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 1.0, 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, 0.8285714285714285, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9829770230, std: 0.0462478382
--------------------------------------------------
Subject Number: 18
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 0.9375, 1.0, 0.9375, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9916666667, std: 0.0212459146
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 0.9372549019607843, 1.0, 0.9352226720647774, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9914985049, std: 0.0216778201
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: [0.9375, 0.96875, 0.9375, 1.0, 0.875, 1.0, 1.0, 1.0, 1.0, 0.96875, 0.90625, 0.84375, 0.90625, 0.84375, 0.90625]
  mean: 0.9395833333, std: 0.0552770798
F1 Score: [0.9372549019607843, 0.9684729064039409, 0.9372549019607843, 1.0, 0.875, 1.0, 1.0, 1.0, 1.0, 0.967967967967968, 0.9015384615384616, 0.8423645320197044, 0.9015384615384616, 0.8398398398398399, 0.9015384615384616]
  mean: 0.9381846957, std: 0.0564423995
Accuracy Intime: [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, 1.0, 1.0]
  mean: 0.9611111111, std: 0.0853460639
F1 In Time: [1.0, 1.0, 0.8991596638655461, 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: 0.9577217554, std: 0.0914983592
--------------------------------------------------
Subject Number: 20
Accuracy Cross: [1.0, 0.96875, 0.9375, 0.9375, 0.96875, 0.96875, 0.9375, 1.0, 1.0, 0.96875, 0.9090909090909091, 0.9090909090909091, 0.8787878787878788, 0.9090909090909091, 0.8787878787878788]
  mean: 0.9448232323, std: 0.0401131813
F1 Score: [1.0, 0.967967967967968, 0.9365079365079365, 0.9352226720647774, 0.9684729064039409, 0.9684729064039409, 0.9365079365079365, 1.0, 1.0, 0.967967967967968, 0.905982905982906, 0.905982905982906, 0.8730769230769231, 0.905982905982906, 0.8730769230769231]
  mean: 0.9430148572, std: 0.0418931842
Accuracy Intime: [1.0, 1.0, 1.0, 0.5833333333333334, 0.9166666666666666, 1.0, 1.0, 1.0, 0.8333333333333334, 0.75, 1.0, 1.0, 1.0, 1.0, 0.8333333333333334]
  mean: 0.9277777778, std: 0.1212079124
F1 In Time: [1.0, 1.0, 1.0, 0.4957983193277311, 0.916083916083916, 1.0, 1.0, 1.0, 0.8285714285714285, 0.7333333333333334, 1.0, 1.0, 1.0, 1.0, 0.8285714285714285]
  mean: 0.9201572284, std: 0.1403625882
--------------------------------------------------
Subject Number: 21
Accuracy Cross: [0.90625, 0.9375, 0.9375, 0.90625, 0.9375, 1.0, 0.96875, 1.0, 1.0, 0.96875, 0.75, 0.96875, 0.71875, 0.96875, 0.96875]
  mean: 0.9291666667, std: 0.0818620113
F1 Score: [0.9039039039039038, 0.9352226720647774, 0.9352226720647774, 0.9015384615384616, 0.9352226720647774, 1.0, 0.9684729064039409, 1.0, 1.0, 0.9684729064039409, 0.746031746031746, 0.9684729064039409, 0.716256157635468, 0.9684729064039409, 0.9684729064039409]
  mean: 0.9277175212, std: 0.0829161504
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.75, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0]
  mean: 0.9777777778, std: 0.0643102050
F1 In Time: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.7333333333333334, 1.0, 1.0, 1.0, 1.0, 0.916083916083916, 1.0]
  mean: 0.9766278166, std: 0.0682930626
--------------------------------------------------
Subject Number: 22
Accuracy Cross: [0.96875, 0.875, 0.90625, 0.96875, 0.90625, 0.9696969696969697, 0.9090909090909091, 0.9393939393939394, 0.7272727272727273, 0.9090909090909091, 1.0, 1.0, 1.0, 1.0, 0.96875]
  mean: 0.9365530303, std: 0.0689204866
F1 Score: [0.967967967967968, 0.8666666666666667, 0.9015384615384616, 0.967967967967968, 0.9015384615384616, 0.9692451071761417, 0.907735321528425, 0.9379699248120301, 0.7262672811059908, 0.905982905982906, 1.0, 1.0, 1.0, 1.0, 0.967967967967968]
  mean: 0.9347232023, std: 0.0699545353
Accuracy Intime: [1.0, 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, 0.5833333333333334]
  mean: 0.9444444444, std: 0.1204415744
F1 In Time: [1.0, 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, 0.4957983193277311]
  mean: 0.9371802054, std: 0.1403622224
--------------------------------------------------
Subject Number: 23
Accuracy Cross: [1.0, 1.0, 0.9393939393939394, 1.0, 0.9393939393939394, 0.96875, 0.6875, 1.0, 0.625, 0.96875, 0.9090909090909091, 0.8484848484848485, 0.8787878787878788, 0.9393939393939394, 0.8787878787878788]
  mean: 0.9055555556, std: 0.1089536363
F1 Score: [1.0, 1.0, 0.9379699248120301, 1.0, 0.9379699248120301, 0.9684729064039409, 0.6761133603238867, 1.0, 0.6, 0.967967967967968, 0.905982905982906, 0.8484848484848485, 0.8730769230769231, 0.9379699248120301, 0.8730769230769231]
  mean: 0.9018057073, std: 0.1148474229
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.6666666666666666, 1.0, 1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666]
  mean: 0.9611111111, std: 0.0906083691
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.6571428571428571, 1.0, 1.0, 1.0, 1.0, 0.8285714285714285, 1.0, 1.0, 1.0, 1.0, 0.916083916083916]
  mean: 0.9601198801, std: 0.0931394386
--------------------------------------------------
Subject Number: 24
Accuracy Cross: [1.0, 0.96875, 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]
  mean: 0.9958333333, std: 0.0106229573
F1 Score: [1.0, 0.9684729064039409, 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]
  mean: 0.9957963875, std: 0.0107171510
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: 25
Accuracy Cross: [0.9393939393939394, 0.9696969696969697, 1.0, 0.9696969696969697, 0.8181818181818182, 1.0, 1.0, 1.0, 0.9375, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9756313131, std: 0.0473048621
F1 Score: [0.9379699248120301, 0.9692451071761417, 1.0, 0.9692451071761417, 0.8035714285714286, 1.0, 1.0, 1.0, 0.9372549019607843, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9744857646, std: 0.0506596125
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: 26
Accuracy Cross: [1.0, 0.9696969696969697, 0.9696969696969697, 1.0, 1.0, 1.0, 1.0, 0.96875, 1.0, 1.0, 0.9375, 0.9375, 0.90625, 0.96875, 0.9375]
  mean: 0.9730429293, std: 0.0298855928
F1 Score: [1.0, 0.9695852534562213, 0.9695852534562213, 1.0, 1.0, 1.0, 1.0, 0.967967967967968, 1.0, 1.0, 0.9352226720647774, 0.9352226720647774, 0.9015384615384616, 0.967967967967968, 0.9352226720647774]
  mean: 0.9721541947, std: 0.0311494932
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.5833333333333334, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666]
  mean: 0.9666666667, std: 0.1045271540
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.4957983193277311, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.916083916083916]
  mean: 0.9607921490, std: 0.1260165096
--------------------------------------------------
Subject Number: 27
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 0.7272727272727273, 0.9393939393939394, 0.9696969696969697, 0.9696969696969697, 1.0, 0.9375, 1.0, 0.9375, 0.96875, 0.9375]
  mean: 0.9591540404, std: 0.0671114662
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 0.717948717948718, 0.9393382352941176, 0.9692451071761417, 0.9695852534562213, 1.0, 0.9352226720647774, 1.0, 0.9352226720647774, 0.967967967967968, 0.9352226720647774]
  mean: 0.9579835532, std: 0.0693961221
Accuracy Intime: [1.0, 1.0, 1.0, 0.8333333333333334, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 1.0, 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, 0.8285714285714285, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9829770230, std: 0.0462478382
--------------------------------------------------
Subject Number: 28
Accuracy Cross: [0.9375, 0.9375, 0.96875, 0.9375, 0.875, 0.96875, 0.96875, 0.875, 0.90625, 0.78125, 0.78125, 0.96875, 0.78125, 0.46875, 1.0]
  mean: 0.8770833333, std: 0.1303374360
F1 Score: [0.9352226720647774, 0.9365079365079365, 0.967967967967968, 0.9352226720647774, 0.873015873015873, 0.9684729064039409, 0.967967967967968, 0.8666666666666667, 0.9015384615384616, 0.751937984496124, 0.7810361681329423, 0.967967967967968, 0.7793103448275862, 0.36374269005847953, 1.0]
  mean: 0.8664385520, std: 0.1539524350
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: 29
Accuracy Cross: [0.96875, 1.0, 0.96875, 0.96875, 0.96875, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9696969696969697, 1.0, 1.0]
  mean: 0.9896464646, std: 0.0146437432
F1 Score: [0.967967967967968, 1.0, 0.967967967967968, 0.967967967967968, 0.967967967967968, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9692451071761417, 1.0, 1.0]
  mean: 0.9894077986, std: 0.0149825382
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, 1.0]
  mean: 0.9888888889, std: 0.0415739710
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, 1.0]
  mean: 0.9885714286, std: 0.0427617987
--------------------------------------------------
**************************************************
accuracy_cross_list: [0.98989898989899, 0.9353535353535353, 0.963510101010101, 0.98989898989899, 0.9916666666666667, 0.9112373737373737, 0.9875, 0.9520833333333333, 0.9645833333333333, 0.9835858585858583, 0.9414141414141413, 0.9593434343434344, 0.8640151515151515, 0.8395833333333333, 0.9895833333333334, 0.93125, 0.9591540404040404, 0.9916666666666667, 0.9395833333333333, 0.9448232323232322, 0.9291666666666667, 0.9365530303030302, 0.9055555555555554, 0.9958333333333333, 0.9756313131313131, 0.9730429292929293, 0.9591540404040404, 0.8770833333333333, 0.9896464646464646]
f1_score_list: [0.9897928942374913, 0.9325871059627866, 0.9628637956302223, 0.9897136830893636, 0.9915460558597814, 0.9096720521403793, 0.9873424433803067, 0.9509668309761982, 0.963191434349329, 0.9832092691136854, 0.9408123536652312, 0.95781654606216, 0.8519423775681891, 0.8226637477408257, 0.9892751050645787, 0.9283600446604543, 0.9579835532024998, 0.9914985049350374, 0.9381846956512271, 0.9430148571951356, 0.9277175211549076, 0.9347232022835325, 0.9018057073168991, 0.9957963875205255, 0.9744857646464351, 0.9721541947054113, 0.9579835532024998, 0.8664385519787647, 0.9894077986032009]
accuracy_intime_list: [1.0, 0.9674603174603174, 0.9944444444444444, 0.9944444444444444, 1.0, 0.9555555555555555, 0.9722222222222222, 1.0, 0.9666666666666666, 0.9944444444444444, 0.9888888888888888, 0.9555555555555556, 1.0, 0.9785714285714285, 1.0, 0.9896825396825396, 0.9833333333333333, 1.0, 0.961111111111111, 0.9277777777777778, 0.9777777777777777, 0.9444444444444445, 0.961111111111111, 1.0, 0.9888888888888888, 0.9666666666666667, 0.9833333333333333, 0.9777777777777777, 0.9888888888888889]
f1_in_time_list: [1.0, 0.9660423236893826, 0.9944055944055944, 0.9944055944055944, 1.0, 0.9532556332556332, 0.9707936507936509, 1.0, 0.9638111888111889, 0.9944055944055944, 0.9888111888111889, 0.9537706737706737, 1.0, 0.9774358974358975, 1.0, 0.989414507061566, 0.9829770229770229, 1.0, 0.9577217553688141, 0.9201572283925226, 0.9766278166278167, 0.9371802054154996, 0.9601198801198801, 1.0, 0.9888111888111889, 0.9607921490274431, 0.9829770229770229, 0.9766278166278167, 0.9885714285714287]
**************************************************
Mean Accuracy: 0.9507379833
Mean F1: 0.9483775873
Std Accuracy: 0.0398385412
Std F1: 0.0433022926
Mean Accuracy (Intime): 0.9799671593
Std Accuracy (Intime): 0.0188131611
Mean F1 (Intime): 0.9785901849
Std F1 (Intime): 0.0206359297
ACC: 95.07±3.98
F1: 94.84±4.33
Intime: 98.00±1.88
F1 (Intime): 97.86±2.06
