Learning Rate: 0.001

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, 0.96875, 0.96875, 0.96875, 0.96875, 0.96875]
  mean: 0.9895833333, std: 0.0147313913
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.967967967967968, 0.967967967967968, 0.967967967967968, 0.967967967967968, 0.967967967967968]
  mean: 0.9893226560, std: 0.0151000447
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 1.0000000000, std: 0.0000000000
F1 In Time: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 1.0000000000, std: 0.0000000000
--------------------------------------------------
Subject Number: 2
Accuracy Cross: [0.9393939393939394, 0.7878787878787878, 0.9090909090909091, 0.9090909090909091, 0.9393939393939394, 0.96875, 0.96875, 0.96875, 0.96875, 0.96875, 0.8787878787878788, 0.9090909090909091, 0.8484848484848485, 0.8484848484848485, 0.8181818181818182]
  mean: 0.9087752525, std: 0.0582250761
F1 Score: [0.9379699248120301, 0.7870967741935484, 0.907735321528425, 0.905982905982906, 0.9379699248120301, 0.9684729064039409, 0.9684729064039409, 0.9684729064039409, 0.9684729064039409, 0.9684729064039409, 0.8730769230769231, 0.905982905982906, 0.8390243902439025, 0.8390243902439025, 0.8035714285714286]
  mean: 0.9053199614, std: 0.0612315444
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 0.9285714285714286, 0.9166666666666666, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 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, 0.9251336898395721, 0.916083916083916, 1.0, 1.0, 1.0, 0.8991596638655461, 1.0, 1.0]
  mean: 0.9770974124, std: 0.0382880558
--------------------------------------------------
Subject Number: 3
Accuracy Cross: [1.0, 0.96875, 0.96875, 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: 0.9937500000, std: 0.0125000000
F1 Score: [1.0, 0.967967967967968, 0.967967967967968, 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: 0.9935935936, std: 0.0128128128
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, 0.9696969696969697, 0.9696969696969697, 0.9696969696969697, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9919191919, std: 0.0134005042
F1 Score: [0.9692451071761417, 0.9692451071761417, 0.9692451071761417, 0.9692451071761417, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9917986952, std: 0.0136003253
Accuracy Intime: [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, 1.0]
  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, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 0.916083916083916, 1.0]
  mean: 0.9888111888, std: 0.0285259833
--------------------------------------------------
Subject Number: 5
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: 6
Accuracy Cross: [0.875, 0.90625, 0.90625, 0.875, 0.90625, 0.9696969696969697, 0.9696969696969697, 0.9696969696969697, 0.9696969696969697, 0.9090909090909091, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9504419192, std: 0.0467009595
F1 Score: [0.8745098039215686, 0.906158357771261, 0.9054187192118226, 0.873015873015873, 0.9054187192118226, 0.9692451071761417, 0.9692451071761417, 0.9692451071761417, 0.9692451071761417, 0.905982905982906, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9498323205, std: 0.0472165054
Accuracy Intime: [1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 0.9166666666666666, 0.9166666666666666, 0.9166666666666666, 1.0, 1.0, 1.0, 0.9166666666666666, 0.8333333333333334]
  mean: 0.9611111111, std: 0.0515201028
F1 In Time: [1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 0.8991596638655461, 0.916083916083916, 0.916083916083916, 1.0, 1.0, 1.0, 0.916083916083916, 0.8285714285714285]
  mean: 0.9594711171, std: 0.0535943466
--------------------------------------------------
Subject Number: 7
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 0.96875, 1.0, 0.96875, 0.96875, 0.96875, 0.9375, 0.96875, 0.9375, 0.96875, 0.96875]
  mean: 0.9770833333, std: 0.0212459146
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 0.967967967967968, 1.0, 0.967967967967968, 0.967967967967968, 0.967967967967968, 0.9352226720647774, 0.967967967967968, 0.9352226720647774, 0.967967967967968, 0.967967967967968]
  mean: 0.9764147413, std: 0.0219554026
Accuracy Intime: [1.0, 1.0, 0.9166666666666666, 0.9166666666666666, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 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, 0.916083916083916, 1.0, 1.0, 1.0, 0.8991596638655461, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9817569794, std: 0.0366240359
--------------------------------------------------
Subject Number: 8
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 0.96875, 0.96875, 0.96875, 0.96875, 0.96875, 0.9375, 0.90625, 0.90625, 0.90625, 0.90625, 0.90625]
  mean: 0.9541666667, std: 0.0376155627
F1 Score: [1.0, 1.0, 1.0, 1.0, 0.967967967967968, 0.967967967967968, 0.967967967967968, 0.967967967967968, 0.967967967967968, 0.9352226720647774, 0.9015384615384616, 0.9015384615384616, 0.9015384615384616, 0.9015384615384616, 0.9015384615384616]
  mean: 0.9521836546, std: 0.0395842453
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, 0.9166666666666666, 0.9166666666666666, 1.0]
  mean: 0.9777777778, std: 0.0368513866
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, 0.8991596638655461, 0.916083916083916, 1.0]
  mean: 0.9764940941, std: 0.0391634069
--------------------------------------------------
Subject Number: 9
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 0.96875, 0.9375, 0.96875, 0.9375, 0.96875, 0.90625, 1.0, 1.0, 1.0, 1.0, 0.90625]
  mean: 0.9729166667, std: 0.0339781384
F1 Score: [1.0, 1.0, 1.0, 1.0, 0.967967967967968, 0.9352226720647774, 0.967967967967968, 0.9352226720647774, 0.967967967967968, 0.9015384615384616, 1.0, 1.0, 1.0, 1.0, 0.9015384615384616]
  mean: 0.9718284114, std: 0.0355482121
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.75, 0.9285714285714286, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 0.75]
  mean: 0.9563492063, std: 0.0850355253
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.7333333333333334, 0.9251336898395721, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 0.7333333333333334]
  mean: 0.9538589515, std: 0.0905296086
--------------------------------------------------
Subject Number: 10
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 0.96875, 0.96875, 0.9375, 0.96875, 0.90625, 0.9393939393939394, 0.9393939393939394, 0.9393939393939394, 0.9393939393939394, 0.9090909090909091]
  mean: 0.9611111111, std: 0.0325542173
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 0.967967967967968, 0.967967967967968, 0.9352226720647774, 0.967967967967968, 0.9015384615384616, 0.9379699248120301, 0.9379699248120301, 0.9379699248120301, 0.9379699248120301, 0.905982905982906]
  mean: 0.9599018428, std: 0.0337452533
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: [0.9696969696969697, 1.0, 1.0, 0.7878787878787878, 1.0, 1.0, 1.0, 0.9696969696969697, 0.9696969696969697, 1.0, 0.9696969696969697, 1.0, 1.0, 0.9696969696969697, 0.9696969696969697]
  mean: 0.9737373737, std: 0.0517424181
F1 Score: [0.9692451071761417, 1.0, 1.0, 0.7664307381193125, 1.0, 1.0, 1.0, 0.9695852534562213, 0.9695852534562213, 1.0, 0.9692451071761417, 1.0, 1.0, 0.9692451071761417, 0.9692451071761417]
  mean: 0.9721721116, std: 0.0569047724
Accuracy Intime: [1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 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, 0.8285714285714285, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9885714286, std: 0.0427617987
--------------------------------------------------
Subject Number: 12
Accuracy Cross: [0.96875, 0.96875, 0.96875, 0.96875, 0.96875, 0.9090909090909091, 0.9393939393939394, 0.9090909090909091, 0.9090909090909091, 0.8787878787878788, 0.96875, 1.0, 0.96875, 1.0, 1.0]
  mean: 0.9551136364, std: 0.0363070372
F1 Score: [0.967967967967968, 0.967967967967968, 0.967967967967968, 0.967967967967968, 0.967967967967968, 0.905982905982906, 0.9379699248120301, 0.905982905982906, 0.905982905982906, 0.8730769230769231, 0.9684729064039409, 1.0, 0.967967967967968, 1.0, 1.0]
  mean: 0.9536850853, std: 0.0378144892
Accuracy Intime: [1.0, 1.0, 0.9166666666666666, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 0.9285714285714286, 0.9166666666666666, 0.8333333333333334, 0.9166666666666666]
  mean: 0.9452380952, std: 0.0654653671
F1 In Time: [1.0, 1.0, 0.8991596638655461, 0.8285714285714285, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8285714285714285, 1.0, 0.9251336898395721, 0.8991596638655461, 0.8285714285714285, 0.916083916083916]
  mean: 0.9416834146, std: 0.0683790044
--------------------------------------------------
Subject Number: 13
Accuracy Cross: [0.96875, 1.0, 1.0, 0.96875, 1.0, 0.9696969696969697, 1.0, 0.9696969696969697, 0.9696969696969697, 1.0, 0.875, 0.875, 0.84375, 0.875, 0.875]
  mean: 0.9460227273, std: 0.0565206858
F1 Score: [0.967967967967968, 1.0, 1.0, 0.967967967967968, 1.0, 0.9692451071761417, 1.0, 0.9692451071761417, 0.9692451071761417, 1.0, 0.8666666666666667, 0.8666666666666667, 0.8303287380699894, 0.8666666666666667, 0.8666666666666667]
  mean: 0.9427111108, std: 0.0608598873
Accuracy Intime: [1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 0.9285714285714286, 1.0, 0.9166666666666666, 0.9166666666666666, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666]
  mean: 0.9674603175, std: 0.0399514697
F1 In Time: [1.0, 1.0, 0.8991596638655461, 1.0, 1.0, 0.9251336898395721, 1.0, 0.8991596638655461, 0.916083916083916, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 0.916083916083916]
  mean: 0.9647803177, std: 0.0435598043
--------------------------------------------------
Subject Number: 14
Accuracy Cross: [0.875, 0.75, 0.75, 0.875, 0.75, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9375, 0.96875, 1.0, 1.0, 0.96875]
  mean: 0.9250000000, std: 0.0966900115
F1 Score: [0.8666666666666667, 0.7090909090909091, 0.7090909090909091, 0.8666666666666667, 0.7090909090909091, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9352226720647774, 0.967967967967968, 1.0, 1.0, 0.967967967967968]
  mean: 0.9154509779, std: 0.1120892503
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: [0.9375, 0.9375, 0.9375, 0.9375, 0.9375, 1.0, 1.0, 1.0, 1.0, 1.0, 0.96875, 1.0, 0.96875, 0.96875, 0.96875]
  mean: 0.9708333333, std: 0.0266796843
F1 Score: [0.9352226720647774, 0.9352226720647774, 0.9352226720647774, 0.9352226720647774, 0.9352226720647774, 1.0, 1.0, 1.0, 1.0, 1.0, 0.967967967967968, 1.0, 0.967967967967968, 0.967967967967968, 0.967967967967968]
  mean: 0.9698656821, std: 0.0276448412
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: 16
Accuracy Cross: [0.96875, 1.0, 0.96875, 1.0, 0.96875, 0.96875, 1.0, 0.96875, 0.96875, 1.0, 0.78125, 0.84375, 0.84375, 0.875, 0.84375]
  mean: 0.9333333333, std: 0.0711390462
F1 Score: [0.967967967967968, 1.0, 0.967967967967968, 1.0, 0.967967967967968, 0.9684729064039409, 1.0, 0.9684729064039409, 0.9684729064039409, 1.0, 0.751937984496124, 0.8303287380699894, 0.8303287380699894, 0.8666666666666667, 0.8303287380699894]
  mean: 0.9279275659, std: 0.0790868900
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9285714285714286, 1.0, 1.0, 0.9166666666666666, 0.9285714285714286, 0.9285714285714286, 1.0, 1.0, 1.0]
  mean: 0.9801587302, std: 0.0330105307
F1 In Time: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9251336898395721, 1.0, 1.0, 0.916083916083916, 0.9251336898395721, 0.9251336898395721, 1.0, 1.0, 1.0]
  mean: 0.9794323324, std: 0.0341675948
--------------------------------------------------
Subject Number: 17
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9696969696969697, 0.9090909090909091, 1.0, 0.9696969696969697, 0.9375, 0.96875, 0.9375, 0.90625, 0.96875]
  mean: 0.9711489899, std: 0.0328328959
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9695852534562213, 0.9090909090909091, 1.0, 0.9695852534562213, 0.9352226720647774, 0.967967967967968, 0.9352226720647774, 0.9015384615384616, 0.967967967967968]
  mean: 0.9704120772, std: 0.0337854800
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: 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: [0.75, 0.96875, 0.875, 0.96875, 0.71875, 1.0, 1.0, 1.0, 1.0, 1.0, 0.875, 0.875, 0.875, 0.875, 0.875]
  mean: 0.9104166667, std: 0.0882900838
F1 Score: [0.7333333333333334, 0.9684729064039409, 0.8704453441295547, 0.9684729064039409, 0.681063122923588, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8666666666666667, 0.8666666666666667, 0.8666666666666667, 0.8666666666666667, 0.8666666666666667]
  mean: 0.9036747298, std: 0.0970617296
Accuracy Intime: [1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 0.9285714285714286, 1.0, 0.9166666666666666, 0.75, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9674603175, std: 0.0661354497
F1 In Time: [1.0, 1.0, 1.0, 0.916083916083916, 1.0, 0.9282051282051282, 1.0, 0.8991596638655461, 0.7333333333333334, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9651188028, std: 0.0708170547
--------------------------------------------------
Subject Number: 20
Accuracy Cross: [0.96875, 0.9375, 0.96875, 0.90625, 0.90625, 1.0, 1.0, 1.0, 0.90625, 0.96875, 0.9090909090909091, 0.8787878787878788, 0.8787878787878788, 0.9090909090909091, 0.8484848484848485]
  mean: 0.9324494949, std: 0.0473480640
F1 Score: [0.967967967967968, 0.9352226720647774, 0.967967967967968, 0.9015384615384616, 0.9015384615384616, 1.0, 1.0, 1.0, 0.9015384615384616, 0.967967967967968, 0.905982905982906, 0.8730769230769231, 0.8730769230769231, 0.905982905982906, 0.8390243902439025]
  mean: 0.9293924006, std: 0.0499248051
Accuracy Intime: [1.0, 1.0, 1.0, 0.6666666666666666, 0.75, 1.0, 1.0, 1.0, 0.5833333333333334, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 0.6666666666666666]
  mean: 0.9000000000, std: 0.1496910398
F1 In Time: [1.0, 1.0, 1.0, 0.625, 0.7333333333333334, 1.0, 1.0, 1.0, 0.4957983193277311, 0.8285714285714285, 1.0, 1.0, 1.0, 1.0, 0.625]
  mean: 0.8871802054, std: 0.1722485820
--------------------------------------------------
Subject Number: 21
Accuracy Cross: [0.9375, 0.875, 0.875, 0.875, 0.84375, 0.96875, 0.96875, 0.96875, 0.96875, 1.0, 0.8125, 0.84375, 0.84375, 0.90625, 0.9375]
  mean: 0.9083333333, std: 0.0575844790
F1 Score: [0.9352226720647774, 0.8666666666666667, 0.8666666666666667, 0.8666666666666667, 0.8303287380699894, 0.967967967967968, 0.967967967967968, 0.967967967967968, 0.967967967967968, 1.0, 0.8125, 0.8435972629521017, 0.8435972629521017, 0.9039039039039038, 0.9365079365079365]
  mean: 0.9051686432, std: 0.0593704571
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, 0.9166666666666666, 0.9166666666666666, 0.9166666666666666]
  mean: 0.9666666667, std: 0.0509175077
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, 0.8991596638655461, 0.916083916083916, 0.916083916083916]
  mean: 0.9650655227, std: 0.0531513502
--------------------------------------------------
Subject Number: 22
Accuracy Cross: [0.9375, 1.0, 1.0, 1.0, 0.90625, 0.9393939393939394, 0.8484848484848485, 0.8181818181818182, 0.8484848484848485, 0.9090909090909091, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9471590909, std: 0.0641466956
F1 Score: [0.9352226720647774, 1.0, 1.0, 1.0, 0.9015384615384616, 0.9393382352941176, 0.847926267281106, 0.8166666666666667, 0.847926267281106, 0.907735321528425, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9464235928, std: 0.0647512562
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, 0.6666666666666666]
  mean: 0.9555555556, std: 0.0955813919
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, 0.625]
  mean: 0.9521428571, std: 0.1048954776
--------------------------------------------------
Subject Number: 23
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 0.9696969696969697, 0.90625, 0.84375, 0.75, 0.9375, 0.96875, 0.9090909090909091, 0.8787878787878788, 0.9090909090909091, 0.9090909090909091, 0.8181818181818182]
  mean: 0.9200126263, std: 0.0721471320
F1 Score: [1.0, 1.0, 1.0, 1.0, 0.9692451071761417, 0.906158357771261, 0.8435972629521017, 0.746031746031746, 0.9372549019607843, 0.9684729064039409, 0.905982905982906, 0.8730769230769231, 0.905982905982906, 0.905982905982906, 0.8035714285714286]
  mean: 0.9176904901, std: 0.0744907932
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 1.0, 0.9166666666666666, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 0.6666666666666666]
  mean: 0.9555555556, std: 0.0906083691
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.8285714285714285, 1.0, 1.0, 1.0, 0.916083916083916, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 0.625]
  mean: 0.9523826174, std: 0.1000284448
--------------------------------------------------
Subject Number: 24
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 0.9375, 0.9375, 0.96875, 0.96875, 0.96875, 1.0, 0.96875, 1.0, 0.96875, 0.96875]
  mean: 0.9791666667, std: 0.0218501843
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 0.9365079365079365, 0.9365079365079365, 0.9684729064039409, 0.9684729064039409, 0.9684729064039409, 1.0, 0.967967967967968, 1.0, 0.967967967967968, 0.967967967967968]
  mean: 0.9788225664, std: 0.0222039861
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
--------------------------------------------------
Subject Number: 25
Accuracy Cross: [0.8787878787878788, 0.9696969696969697, 0.9090909090909091, 0.9393939393939394, 0.9696969696969697, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9375, 0.9375, 0.9375, 0.9375, 0.9375]
  mean: 0.9569444444, std: 0.0366887994
F1 Score: [0.8730769230769231, 0.9692451071761417, 0.905982905982906, 0.9379699248120301, 0.9692451071761417, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9352226720647774, 0.9352226720647774, 0.9352226720647774, 0.9352226720647774, 0.9352226720647774]
  mean: 0.9554422219, std: 0.0381992284
Accuracy Intime: [1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 0.9285714285714286, 0.9166666666666666, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9785714286, std: 0.0356348323
F1 In Time: [1.0, 1.0, 0.8991596638655461, 1.0, 1.0, 1.0, 0.9251336898395721, 0.8991596638655461, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9759691289, std: 0.0402675873
--------------------------------------------------
Subject Number: 26
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9375, 0.9375, 0.9375, 0.9375, 0.90625]
  mean: 0.9770833333, std: 0.0332028697
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9352226720647774, 0.9352226720647774, 0.9352226720647774, 0.9352226720647774, 0.9015384615384616]
  mean: 0.9761619433, std: 0.0345979664
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, 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, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9944055944, std: 0.0209323490
--------------------------------------------------
Subject Number: 27
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9696969696969697, 0.9090909090909091, 1.0, 0.9696969696969697, 0.9375, 0.96875, 0.9375, 0.90625, 0.96875]
  mean: 0.9711489899, std: 0.0328328959
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9695852534562213, 0.9090909090909091, 1.0, 0.9695852534562213, 0.9352226720647774, 0.967967967967968, 0.9352226720647774, 0.9015384615384616, 0.967967967967968]
  mean: 0.9704120772, std: 0.0337854800
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: 28
Accuracy Cross: [0.96875, 1.0, 0.96875, 0.96875, 0.9375, 0.96875, 0.96875, 0.9375, 0.9375, 0.9375, 0.96875, 0.9375, 0.875, 0.9375, 0.90625]
  mean: 0.9479166667, std: 0.0294627825
F1 Score: [0.967967967967968, 1.0, 0.967967967967968, 0.967967967967968, 0.9352226720647774, 0.967967967967968, 0.967967967967968, 0.9352226720647774, 0.9352226720647774, 0.9352226720647774, 0.967967967967968, 0.9352226720647774, 0.8666666666666667, 0.9352226720647774, 0.9015384615384616]
  mean: 0.9458232646, std: 0.0313885246
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 0.9166666666666666, 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, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 0.8991596638655461, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9820884997, std: 0.0360002445
--------------------------------------------------
Subject Number: 29
Accuracy Cross: [0.96875, 0.96875, 1.0, 1.0, 0.90625, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9696969696969697, 0.9696969696969697, 0.9696969696969697, 0.9696969696969697, 0.9696969696969697]
  mean: 0.9794823232, std: 0.0245206441
F1 Score: [0.967967967967968, 0.967967967967968, 1.0, 1.0, 0.9015384615384616, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9692451071761417, 0.9692451071761417, 0.9692451071761417, 0.9692451071761417, 0.9692451071761417]
  mean: 0.9789133289, std: 0.0255687027
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, 0.9166666666666666, 1.0, 1.0]
  mean: 0.9833333333, std: 0.0333333333
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, 0.8991596638655461, 1.0, 1.0]
  mean: 0.9820884997, std: 0.0360002445
--------------------------------------------------
**************************************************
accuracy_cross_list: [0.9895833333333334, 0.9087752525252524, 0.99375, 0.991919191919192, 1.0, 0.9504419191919191, 0.9770833333333333, 0.9541666666666667, 0.9729166666666667, 0.961111111111111, 0.9737373737373737, 0.9551136363636363, 0.9460227272727273, 0.925, 0.9708333333333333, 0.9333333333333333, 0.9711489898989899, 1.0, 0.9104166666666667, 0.9324494949494948, 0.9083333333333333, 0.9471590909090909, 0.920012626262626, 0.9791666666666666, 0.9569444444444445, 0.9770833333333333, 0.9711489898989899, 0.9479166666666666, 0.979482323232323]
f1_score_list: [0.9893226559893229, 0.9053199614311805, 0.9935935935935937, 0.9917986952469711, 1.0, 0.9498323205213214, 0.9764147413270222, 0.9521836546397948, 0.9718284114073588, 0.9599018428492113, 0.9721721115824217, 0.9536850853366281, 0.9427111108134013, 0.9154509779071183, 0.9698656821463841, 0.9279275658992322, 0.9704120771738203, 1.0, 0.9036747297685129, 0.9293924005965085, 0.9051686432215124, 0.9464235927769773, 0.9176904901262031, 0.9788225664087734, 0.9554422219032017, 0.9761619433198379, 0.9704120771738203, 0.9458232645601066, 0.9789133288903408]
accuracy_intime_list: [1.0, 0.9785714285714284, 0.9944444444444444, 0.9888888888888888, 1.0, 0.961111111111111, 0.9833333333333333, 0.9777777777777776, 0.9563492063492063, 0.9722222222222222, 0.9888888888888889, 0.9452380952380952, 0.9674603174603172, 1.0, 0.9944444444444444, 0.9801587301587301, 1.0, 1.0, 0.9674603174603174, 0.8999999999999999, 0.9666666666666666, 0.9555555555555556, 0.9555555555555555, 0.9888888888888888, 0.9785714285714285, 0.9944444444444444, 1.0, 0.9833333333333332, 0.9833333333333332]
f1_in_time_list: [1.0, 0.97709741239153, 0.9944055944055944, 0.9888111888111889, 1.0, 0.959471117118176, 0.9817569794040382, 0.976494094141153, 0.9538589515060103, 0.9715484515484517, 0.9885714285714287, 0.9416834146245914, 0.9647803177214943, 1.0, 0.9944055944055944, 0.979432332373509, 1.0, 1.0, 0.9651188027658615, 0.8871802054154995, 0.9650655227125817, 0.9521428571428572, 0.9523826173826174, 0.9888111888111889, 0.9759691289103054, 0.9944055944055944, 1.0, 0.9820884997355587, 0.9820884997355587]
**************************************************
Mean Accuracy: 0.9587948450
Mean F1: 0.9569084740
Std Accuracy: 0.0268811052
Std F1: 0.0285183887
Mean Accuracy (Intime): 0.9780240832
Std Accuracy (Intime): 0.0215474449
Mean F1 (Intime): 0.9764679239
Std F1 (Intime): 0.0237903005
ACC: 95.88±2.69
F1: 95.69±2.85
Intime: 97.80±2.15
F1 (Intime): 97.65±2.38
