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, 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: [0.9696969696969697, 0.8181818181818182, 0.9393939393939394, 0.7878787878787878, 0.9696969696969697, 0.96875, 1.0, 1.0, 0.96875, 1.0, 0.9090909090909091, 0.9090909090909091, 0.9090909090909091, 0.9090909090909091, 0.9090909090909091]
  mean: 0.9311868687, std: 0.0609970683
F1 Score: [0.9692451071761417, 0.8180147058823529, 0.9388888888888889, 0.7870967741935484, 0.9692451071761417, 0.9684729064039409, 1.0, 1.0, 0.9684729064039409, 1.0, 0.905982905982906, 0.905982905982906, 0.905982905982906, 0.905982905982906, 0.905982905982906]
  mean: 0.9299567284, std: 0.0614631663
Accuracy Intime: [1.0, 0.9285714285714286, 1.0, 1.0, 0.75, 1.0, 1.0, 0.8571428571428571, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0]
  mean: 0.9579365079, std: 0.0708797256
F1 In Time: [1.0, 0.9251336898395721, 1.0, 1.0, 0.7333333333333334, 1.0, 1.0, 0.8444444444444444, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 0.916083916083916, 1.0]
  mean: 0.9556719533, std: 0.0755084052
--------------------------------------------------
Subject Number: 3
Accuracy Cross: [0.96875, 1.0, 0.96875, 1.0, 1.0, 1.0, 1.0, 0.9090909090909091, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9897727273, std: 0.0240119848
F1 Score: [0.967967967967968, 1.0, 0.967967967967968, 1.0, 1.0, 1.0, 1.0, 0.9090909090909091, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9896684563, std: 0.0241045681
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, 1.0, 1.0, 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: 0.9979797980, std: 0.0075589038
F1 Score: [1.0, 1.0, 1.0, 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: 0.9979496738, std: 0.0076716181
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: 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: [0.75, 0.75, 0.625, 0.84375, 0.84375, 0.9696969696969697, 0.9696969696969697, 0.9696969696969697, 0.9696969696969697, 0.9090909090909091, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9066919192, std: 0.1142496428
F1 Score: [0.746031746031746, 0.746031746031746, 0.6, 0.8435972629521017, 0.8435972629521017, 0.9692451071761417, 0.9692451071761417, 0.9692451071761417, 0.9692451071761417, 0.905982905982906, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9041480902, std: 0.1190888237
Accuracy Intime: [1.0, 1.0, 1.0, 0.9166666666666666, 0.9166666666666666, 1.0, 1.0, 1.0, 0.9166666666666666, 0.9166666666666666, 1.0, 1.0, 1.0, 0.8333333333333334, 0.8333333333333334]
  mean: 0.9555555556, std: 0.0598351645
F1 In Time: [1.0, 1.0, 1.0, 0.916083916083916, 0.916083916083916, 1.0, 1.0, 1.0, 0.916083916083916, 0.916083916083916, 1.0, 1.0, 1.0, 0.8285714285714285, 0.8285714285714285]
  mean: 0.9547652348, std: 0.0612374542
--------------------------------------------------
Subject Number: 7
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9375, 0.96875, 0.9375, 1.0]
  mean: 0.9895833333, std: 0.0218501843
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9372549019607843, 0.9684729064039409, 0.9372549019607843, 1.0]
  mean: 0.9895321807, std: 0.0219457265
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: [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, 1.0, 0.96875]
  mean: 0.9875000000, std: 0.0153093109
F1 Score: [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, 1.0, 0.967967967967968]
  mean: 0.9871871872, std: 0.0156924268
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: 9
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 0.96875, 0.9375, 0.9375, 0.9375, 0.9375, 0.90625, 1.0, 1.0, 1.0, 0.96875, 1.0]
  mean: 0.9729166667, std: 0.0320047739
F1 Score: [1.0, 1.0, 1.0, 1.0, 0.967967967967968, 0.9352226720647774, 0.9352226720647774, 0.9352226720647774, 0.9352226720647774, 0.9015384615384616, 1.0, 1.0, 1.0, 0.9684729064039409, 1.0]
  mean: 0.9719246683, std: 0.0333423938
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, 1.0, 1.0, 0.96875, 1.0, 0.96875, 0.9393939393939394, 0.9696969696969697, 0.9696969696969697, 0.9696969696969697, 0.9696969696969697]
  mean: 0.9837121212, std: 0.0188323998
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.967967967967968, 1.0, 0.967967967967968, 0.9379699248120301, 0.9692451071761417, 0.9692451071761417, 0.9692451071761417, 0.9692451071761417]
  mean: 0.9833924193, std: 0.0192286419
Accuracy Intime: [1.0, 1.0, 1.0, 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: 0.9722222222, std: 0.0496903995
F1 In Time: [1.0, 1.0, 1.0, 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: 0.9706599283, std: 0.0521074209
--------------------------------------------------
Subject Number: 11
Accuracy Cross: [0.9393939393939394, 0.9393939393939394, 0.9696969696969697, 0.8181818181818182, 0.9393939393939394, 0.9393939393939394, 0.9393939393939394, 0.9090909090909091, 0.9393939393939394, 0.9090909090909091, 1.0, 0.9393939393939394, 1.0, 0.9090909090909091, 0.9696969696969697]
  mean: 0.9373737374, std: 0.0420861953
F1 Score: [0.9379699248120301, 0.9379699248120301, 0.9692451071761417, 0.8035714285714286, 0.9379699248120301, 0.9393382352941176, 0.9393382352941176, 0.9090909090909091, 0.9393382352941176, 0.9090909090909091, 1.0, 0.9379699248120301, 1.0, 0.905982905982906, 0.9692451071761417]
  mean: 0.9357413848, std: 0.0449718251
Accuracy Intime: [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, 1.0]
  mean: 0.9944444444, std: 0.0207869855
F1 In Time: [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, 1.0]
  mean: 0.9944055944, std: 0.0209323490
--------------------------------------------------
Subject Number: 12
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 0.9090909090909091, 0.8787878787878788, 0.9090909090909091, 0.8787878787878788, 0.8181818181818182, 0.875, 1.0, 0.9375, 1.0, 1.0]
  mean: 0.9470959596, std: 0.0613841571
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 0.905982905982906, 0.8730769230769231, 0.905982905982906, 0.8730769230769231, 0.8035714285714286, 0.875, 1.0, 0.9372549019607843, 1.0, 1.0]
  mean: 0.9449297326, std: 0.0645768166
Accuracy Intime: [1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 0.9166666666666666, 0.8333333333333334, 1.0]
  mean: 0.9611111111, std: 0.0671280332
F1 In Time: [1.0, 1.0, 1.0, 0.8285714285714285, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8285714285714285, 1.0, 1.0, 0.8991596638655461, 0.8285714285714285, 1.0]
  mean: 0.9589915966, std: 0.0698124638
--------------------------------------------------
Subject Number: 13
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.90625, 0.9375, 0.90625, 0.90625, 0.9375]
  mean: 0.9729166667, std: 0.0393082547
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9015384615384616, 0.9352226720647774, 0.9015384615384616, 0.9015384615384616, 0.9352226720647774]
  mean: 0.9716707152, std: 0.0411809037
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: [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, 0.96875, 0.90625]
  mean: 0.9791666667, std: 0.0315953144
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, 0.967967967967968, 0.9015384615384616]
  mean: 0.9783449630, std: 0.0329392602
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, 0.90625, 0.9375, 0.9375, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9770833333, std: 0.0332028697
F1 Score: [0.9352226720647774, 0.9352226720647774, 0.9015384615384616, 0.9352226720647774, 0.9352226720647774, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  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, 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: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.78125, 0.84375, 0.84375, 0.84375, 0.8125]
  mean: 0.9416666667, std: 0.0837489635
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.751937984496124, 0.8303287380699894, 0.8303287380699894, 0.8303287380699894, 0.7922077922077921]
  mean: 0.9356754661, std: 0.0927407467
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 0.9285714285714286, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9841269841, std: 0.0318450836
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 0.916083916083916, 0.9251336898395721, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9838201015, std: 0.0324159898
--------------------------------------------------
Subject Number: 17
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9696969696969697, 0.9090909090909091, 1.0, 0.9393939393939394, 0.96875, 0.9375, 0.96875, 0.9375, 0.9375]
  mean: 0.9712121212, std: 0.0306556972
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9695852534562213, 0.9090909090909091, 1.0, 0.9393382352941176, 0.967967967967968, 0.9352226720647774, 0.967967967967968, 0.9352226720647774, 0.9352226720647774]
  mean: 0.9706412233, std: 0.0311776753
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: [0.84375, 0.9375, 0.8125, 1.0, 0.78125, 1.0, 1.0, 1.0, 1.0, 1.0, 0.90625, 0.875, 0.875, 0.875, 0.875]
  mean: 0.9187500000, std: 0.0746519703
F1 Score: [0.8398398398398399, 0.9372549019607843, 0.8056680161943319, 1.0, 0.7624602332979851, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9015384615384616, 0.8666666666666667, 0.8666666666666667, 0.8666666666666667, 0.8666666666666667]
  mean: 0.9142285413, std: 0.0792602985
Accuracy Intime: [1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 0.9285714285714286, 1.0, 1.0, 0.75, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9730158730, std: 0.0651277404
F1 In Time: [1.0, 1.0, 1.0, 0.916083916083916, 1.0, 0.9282051282051282, 1.0, 1.0, 0.7333333333333334, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9718414918, std: 0.0689995170
--------------------------------------------------
Subject Number: 20
Accuracy Cross: [0.875, 0.875, 0.90625, 0.9375, 0.90625, 1.0, 1.0, 1.0, 0.90625, 1.0, 0.9393939393939394, 0.9393939393939394, 0.9393939393939394, 0.9090909090909091, 0.9090909090909091]
  mean: 0.9361742424, std: 0.0431784954
F1 Score: [0.875, 0.875, 0.906158357771261, 0.9352226720647774, 0.9039039039039038, 1.0, 1.0, 1.0, 0.9015384615384616, 1.0, 0.9379699248120301, 0.9379699248120301, 0.9379699248120301, 0.905982905982906, 0.905982905982906]
  mean: 0.9348465988, std: 0.0437634730
Accuracy Intime: [1.0, 1.0, 1.0, 0.6666666666666666, 0.8333333333333334, 1.0, 1.0, 1.0, 0.6666666666666666, 0.75, 1.0, 1.0, 1.0, 1.0, 0.6666666666666666]
  mean: 0.9055555556, std: 0.1389999556
F1 In Time: [1.0, 1.0, 1.0, 0.625, 0.8285714285714285, 1.0, 1.0, 1.0, 0.625, 0.7333333333333334, 1.0, 1.0, 1.0, 1.0, 0.625]
  mean: 0.8957936508, std: 0.1548094351
--------------------------------------------------
Subject Number: 21
Accuracy Cross: [0.90625, 0.90625, 0.90625, 0.90625, 0.875, 1.0, 0.96875, 0.96875, 1.0, 1.0, 0.75, 0.71875, 0.65625, 0.96875, 0.71875]
  mean: 0.8833333333, std: 0.1120748138
F1 Score: [0.9015384615384616, 0.9015384615384616, 0.9015384615384616, 0.9015384615384616, 0.8666666666666667, 1.0, 0.9684729064039409, 0.9684729064039409, 1.0, 1.0, 0.746031746031746, 0.7117117117117118, 0.6389743589743591, 0.967967967967968, 0.7117117117117118]
  mean: 0.8790775881, std: 0.1158437623
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, 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, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9888111888, std: 0.0285259833
--------------------------------------------------
Subject Number: 22
Accuracy Cross: [0.96875, 1.0, 0.96875, 1.0, 0.90625, 0.8484848484848485, 0.7878787878787878, 0.7575757575757576, 0.7575757575757576, 0.8787878787878788, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9249368687, std: 0.0918000497
F1 Score: [0.967967967967968, 1.0, 0.967967967967968, 1.0, 0.9015384615384616, 0.8484848484848485, 0.7870967741935484, 0.7518796992481203, 0.7518796992481203, 0.8730769230769231, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9233261561, std: 0.0934826405
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.75, 1.0, 1.0, 1.0, 1.0, 0.75, 1.0, 1.0, 1.0, 1.0, 0.75]
  mean: 0.9500000000, std: 0.1000000000
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.7333333333333334, 1.0, 1.0, 1.0, 1.0, 0.7333333333333334, 1.0, 1.0, 1.0, 1.0, 0.7333333333333334]
  mean: 0.9466666667, std: 0.1066666667
--------------------------------------------------
Subject Number: 23
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 0.9696969696969697, 0.875, 0.9375, 0.59375, 0.9375, 0.90625, 0.9393939393939394, 0.9090909090909091, 0.9393939393939394, 0.9393939393939394, 0.8787878787878788]
  mean: 0.9217171717, std: 0.0966909184
F1 Score: [1.0, 1.0, 1.0, 1.0, 0.9692451071761417, 0.875, 0.9372549019607843, 0.5588547189819725, 0.9372549019607843, 0.906158357771261, 0.9379699248120301, 0.905982905982906, 0.9379699248120301, 0.9379699248120301, 0.8730769230769231]
  mean: 0.9184491728, std: 0.1047517642
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, 0.8333333333333334]
  mean: 0.9666666667, std: 0.0593171014
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, 0.8285714285714285]
  mean: 0.9659540460, std: 0.0608125117
--------------------------------------------------
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, 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, 0.9696969696969697, 0.9696969696969697, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.96875, 0.96875, 0.96875, 0.96875, 0.9375]
  mean: 0.9773989899, std: 0.0209417138
F1 Score: [0.9379699248120301, 0.9692451071761417, 0.9692451071761417, 0.9692451071761417, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.967967967967968, 0.967967967967968, 0.967967967967968, 0.967967967967968, 0.9352226720647774]
  mean: 0.9768533194, std: 0.0215237770
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: 26
Accuracy Cross: [1.0, 0.9696969696969697, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9375, 0.96875, 0.9375, 0.9375, 0.90625]
  mean: 0.9771464646, std: 0.0311644963
F1 Score: [1.0, 0.9695852534562213, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9352226720647774, 0.967967967967968, 0.9352226720647774, 0.9352226720647774, 0.9015384615384616]
  mean: 0.9763173133, std: 0.0324767038
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: 27
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9696969696969697, 0.9090909090909091, 1.0, 0.9393939393939394, 0.96875, 0.9375, 0.96875, 0.9375, 0.9375]
  mean: 0.9712121212, std: 0.0306556972
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9695852534562213, 0.9090909090909091, 1.0, 0.9393382352941176, 0.967967967967968, 0.9352226720647774, 0.967967967967968, 0.9352226720647774, 0.9352226720647774]
  mean: 0.9706412233, std: 0.0311776753
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, 0.96875, 0.96875, 0.96875, 0.96875, 1.0, 1.0, 1.0, 1.0, 1.0, 0.75, 0.90625, 0.84375, 0.84375, 0.875]
  mean: 0.9375000000, std: 0.0739509973
F1 Score: [0.967967967967968, 0.967967967967968, 0.967967967967968, 0.967967967967968, 0.967967967967968, 1.0, 1.0, 1.0, 1.0, 1.0, 0.746031746031746, 0.906158357771261, 0.8435972629521017, 0.8435972629521017, 0.8745098039215686]
  mean: 0.9369156182, std: 0.0745713155
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: 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, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9958333333, std: 0.0155902391
F1 Score: [1.0, 1.0, 1.0, 1.0, 0.9352226720647774, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9956815115, std: 0.0161583045
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
--------------------------------------------------
**************************************************
accuracy_cross_list: [1.0, 0.9311868686868684, 0.9897727272727274, 0.997979797979798, 1.0, 0.9066919191919192, 0.9895833333333334, 0.9875, 0.9729166666666667, 0.9837121212121211, 0.9373737373737373, 0.9470959595959596, 0.9729166666666667, 0.9791666666666666, 0.9770833333333333, 0.9416666666666667, 0.9712121212121212, 1.0, 0.91875, 0.9361742424242423, 0.8833333333333333, 0.9249368686868688, 0.9217171717171716, 0.9895833333333334, 0.9773989898989899, 0.9771464646464646, 0.9712121212121212, 0.9375, 0.9958333333333333]
f1_score_list: [1.0, 0.9299567284026324, 0.989668456335123, 0.9979496738117428, 1.0, 0.9041480901770113, 0.9895321806883673, 0.9871871871871875, 0.9719246682779653, 0.9833924192968359, 0.9357413848145939, 0.9449297325767915, 0.9716707152496624, 0.9783449630467174, 0.9761619433198381, 0.9356754660609254, 0.9706412233314343, 1.0, 0.9142285412998715, 0.9348465987786871, 0.8790775881350593, 0.9233261561150639, 0.9184491727564575, 0.9894909688013136, 0.9768533193518071, 0.9763173132771321, 0.9706412233314343, 0.9369156182312414, 0.9956815114709853]
accuracy_intime_list: [1.0, 0.9579365079365079, 1.0, 1.0, 1.0, 0.9555555555555556, 0.9944444444444444, 0.9944444444444444, 0.9666666666666667, 0.9722222222222221, 0.9944444444444444, 0.9611111111111111, 0.9738095238095237, 1.0, 1.0, 0.9841269841269841, 1.0, 1.0, 0.973015873015873, 0.9055555555555554, 0.9888888888888888, 0.95, 0.9666666666666667, 1.0, 0.9944444444444444, 0.9888888888888888, 1.0, 0.9944444444444444, 0.9944444444444444]
f1_in_time_list: [1.0, 0.9556719533190122, 1.0, 1.0, 1.0, 0.9547652347652349, 0.9932773109243698, 0.9944055944055944, 0.9651992451992454, 0.9706599283069873, 0.9944055944055944, 0.9589915966386556, 0.9709780415662769, 1.0, 1.0, 0.9838201014671604, 1.0, 1.0, 0.9718414918414918, 0.8957936507936509, 0.9888111888111888, 0.9466666666666669, 0.965954045954046, 1.0, 0.9932773109243698, 0.9888111888111889, 1.0, 0.9944055944055944, 0.9944055944055944]
**************************************************
Mean Accuracy: 0.9627394636
Mean F1: 0.9614742360
Std Accuracy: 0.0316989843
Std F1: 0.0328641197
Mean Accuracy (Intime): 0.9831417625
Std Accuracy (Intime): 0.0215973358
Mean F1 (Intime): 0.9821428046
Std F1 (Intime): 0.0232992044
ACC: 96.27±3.17
F1: 96.15±3.29
Intime: 98.31±2.16
F1 (Intime): 98.21±2.33
