Learning Rate: 0.001

Subject Number: 1
Accuracy Cross: [0.9375, 0.8125, 1.0, 1.0, 0.96875, 1.0, 0.9090909090909091, 1.0, 0.9090909090909091, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9691287879, std: 0.0530864151
F1 Score: [0.9352226720647774, 0.7922077922077921, 1.0, 1.0, 0.967967967967968, 1.0, 0.905982905982906, 1.0, 0.905982905982906, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9671576163, std: 0.0576765986
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: 2
Accuracy Cross: [0.7878787878787878, 0.5454545454545454, 0.6060606060606061, 0.8181818181818182, 0.7878787878787878, 1.0, 0.9375, 0.5625, 0.71875, 0.875, 0.7575757575757576, 0.8181818181818182, 0.6666666666666666, 0.8181818181818182, 0.7878787878787878]
  mean: 0.7658459596, std: 0.1247551103
F1 Score: [0.7664307381193125, 0.35294117647058826, 0.4849939975990396, 0.8035714285714286, 0.7847157502329916, 1.0, 0.9352226720647774, 0.36, 0.6631578947368422, 0.8666666666666667, 0.7272727272727273, 0.8035714285714286, 0.593505039193729, 0.8035714285714286, 0.7664307381193125]
  mean: 0.7141367791, std: 0.1851150002
Accuracy Intime: [1.0, 0.8571428571428571, 1.0, 0.5, 1.0, 1.0, 1.0, 0.7142857142857143, 0.5, 0.5, 1.0, 0.9285714285714286, 1.0, 0.6666666666666666, 0.5833333333333334]
  mean: 0.8166666667, std: 0.2061873602
F1 In Time: [1.0, 0.8444444444444444, 1.0, 0.3333333333333333, 1.0, 1.0, 1.0, 0.65, 0.3333333333333333, 0.3333333333333333, 1.0, 0.9251336898395721, 1.0, 0.625, 0.4957983193277311]
  mean: 0.7693584302, std: 0.2686443942
--------------------------------------------------
Subject Number: 3
Accuracy Cross: [0.96875, 1.0, 0.96875, 0.84375, 1.0, 0.8787878787878788, 0.8787878787878788, 0.5757575757575758, 0.6060606060606061, 0.7878787878787878, 0.5757575757575758, 0.8787878787878788, 0.9696969696969697, 0.6060606060606061, 0.8181818181818182]
  mean: 0.8238005051, std: 0.1536362993
F1 Score: [0.9684729064039409, 1.0, 0.967967967967968, 0.8303287380699894, 1.0, 0.8730769230769231, 0.8730769230769231, 0.4225, 0.4849939975990396, 0.7664307381193125, 0.4225, 0.8759398496240601, 0.9692451071761417, 0.4849939975990396, 0.8035714285714286]
  mean: 0.7828732385, std: 0.2102089842
Accuracy Intime: [0.9285714285714286, 1.0, 1.0, 1.0, 1.0, 0.8571428571428571, 1.0, 0.6666666666666666, 0.5, 0.5, 0.8571428571428571, 1.0, 1.0, 0.5, 1.0]
  mean: 0.8539682540, std: 0.1978468121
F1 In Time: [0.9251336898395721, 1.0, 1.0, 1.0, 1.0, 0.8444444444444444, 1.0, 0.4, 0.3333333333333333, 0.3333333333333333, 0.8444444444444444, 1.0, 1.0, 0.3333333333333333, 1.0]
  mean: 0.8009348386, std: 0.2772398819
--------------------------------------------------
Subject Number: 4
Accuracy Cross: [1.0, 0.9696969696969697, 0.9696969696969697, 0.9393939393939394, 0.9696969696969697, 0.9393939393939394, 1.0, 1.0, 1.0, 0.9696969696969697, 0.6666666666666666, 0.8484848484848485, 0.9696969696969697, 0.8484848484848485, 0.9393939393939394]
  mean: 0.9353535354, std: 0.0856146267
F1 Score: [1.0, 0.9692451071761417, 0.9692451071761417, 0.9379699248120301, 0.9692451071761417, 0.9379699248120301, 1.0, 1.0, 1.0, 0.9695852534562213, 0.6458536585365854, 0.8433048433048433, 0.9695852534562213, 0.8462255358807083, 0.9379699248120301]
  mean: 0.9330799760, std: 0.0904345581
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, 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, 1.0, 1.0, 1.0, 1.0, 0.916083916083916, 0.916083916083916]
  mean: 0.9888111888, std: 0.0285259833
--------------------------------------------------
Subject Number: 5
Accuracy Cross: [0.96875, 0.5625, 0.5625, 0.84375, 0.90625, 1.0, 1.0, 0.5625, 0.8125, 0.8125, 0.5625, 0.5625, 0.5625, 0.59375, 0.8125]
  mean: 0.7416666667, std: 0.1736055555
F1 Score: [0.967967967967968, 0.36, 0.36, 0.8303287380699894, 0.9015384615384616, 1.0, 1.0, 0.36, 0.7922077922077921, 0.7922077922077921, 0.36, 0.36, 0.36, 0.4340136054421769, 0.7922077922077921]
  mean: 0.6446981433, std: 0.2650020536
Accuracy Intime: [1.0, 0.8571428571428571, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 0.75, 0.5, 0.5, 0.5714285714285714, 0.5714285714285714, 0.6666666666666666, 0.5, 1.0]
  mean: 0.7833333333, std: 0.2057469845
F1 In Time: [1.0, 0.8444444444444444, 0.7777777777777777, 1.0, 1.0, 1.0, 1.0, 0.6210526315789473, 0.3333333333333333, 0.3333333333333333, 0.36363636363636365, 0.36363636363636365, 0.4, 0.3333333333333333, 1.0]
  mean: 0.6913698387, std: 0.2934443044
--------------------------------------------------
Subject Number: 6
Accuracy Cross: [0.84375, 0.8125, 0.78125, 0.875, 0.875, 0.8181818181818182, 0.8787878787878788, 0.5454545454545454, 0.696969696969697, 0.8484848484848485, 0.696969696969697, 0.5454545454545454, 0.8484848484848485, 0.7878787878787878, 0.8181818181818182]
  mean: 0.7781565657, std: 0.1061600289
F1 Score: [0.8303287380699894, 0.7922077922077921, 0.751937984496124, 0.8666666666666667, 0.8666666666666667, 0.8035714285714286, 0.8730769230769231, 0.35294117647058826, 0.6413043478260869, 0.8390243902439025, 0.6413043478260869, 0.35294117647058826, 0.8433048433048433, 0.7664307381193125, 0.8035714285714286]
  mean: 0.7350185766, std: 0.1650905356
Accuracy Intime: [1.0, 1.0, 0.7142857142857143, 0.6666666666666666, 0.75, 1.0, 1.0, 0.9166666666666666, 0.5, 0.5, 1.0, 1.0, 0.9166666666666666, 0.5, 0.6666666666666666]
  mean: 0.8087301587, std: 0.1968893905
F1 In Time: [1.0, 1.0, 0.65, 0.625, 0.7333333333333334, 1.0, 1.0, 0.8991596638655461, 0.3333333333333333, 0.3333333333333333, 1.0, 1.0, 0.8991596638655461, 0.3333333333333333, 0.625]
  mean: 0.7621101774, std: 0.2555593181
--------------------------------------------------
Subject Number: 7
Accuracy Cross: [1.0, 0.5625, 0.8125, 0.9375, 0.59375, 0.84375, 0.8125, 0.6875, 0.8125, 0.8125, 0.5625, 0.5625, 0.5625, 0.78125, 0.625]
  mean: 0.7312500000, std: 0.1419727086
F1 Score: [1.0, 0.36, 0.8117647058823529, 0.9352226720647774, 0.4340136054421769, 0.8303287380699894, 0.7922077922077921, 0.6135265700483092, 0.7922077922077921, 0.8056680161943319, 0.36, 0.36, 0.36, 0.751937984496124, 0.5]
  mean: 0.6471251918, std: 0.2227651542
Accuracy Intime: [1.0, 0.7142857142857143, 0.6666666666666666, 1.0, 0.5, 1.0, 1.0, 0.9166666666666666, 1.0, 0.5833333333333334, 0.5714285714285714, 0.9285714285714286, 0.6666666666666666, 0.5, 0.8333333333333334]
  mean: 0.7920634921, std: 0.1919027269
F1 In Time: [1.0, 0.65, 0.4, 1.0, 0.3333333333333333, 1.0, 1.0, 0.8991596638655461, 1.0, 0.4957983193277311, 0.36363636363636365, 0.9251336898395721, 0.4, 0.3333333333333333, 0.8285714285714285]
  mean: 0.7085977421, std: 0.2783282541
--------------------------------------------------
Subject Number: 8
Accuracy Cross: [1.0, 0.875, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.90625, 0.96875]
  mean: 0.9833333333, std: 0.0376155627
F1 Score: [1.0, 0.8666666666666667, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9015384615384616, 0.967967967967968]
  mean: 0.9824115397, std: 0.0398816536
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: [0.59375, 0.5625, 0.5625, 0.8125, 0.90625, 0.6875, 0.84375, 0.625, 0.84375, 0.875, 0.59375, 0.5625, 0.5625, 0.75, 0.78125]
  mean: 0.7041666667, std: 0.1264842436
F1 Score: [0.4340136054421769, 0.36, 0.36, 0.7922077922077921, 0.9015384615384616, 0.6135265700483092, 0.8303287380699894, 0.5, 0.8303287380699894, 0.8666666666666667, 0.4340136054421769, 0.36, 0.36, 0.7090909090909091, 0.751937984496124]
  mean: 0.6069102047, std: 0.2057569267
Accuracy Intime: [0.7857142857142857, 0.7857142857142857, 0.6666666666666666, 0.5, 0.5, 0.8571428571428571, 1.0, 0.9166666666666666, 0.5, 0.5833333333333334, 0.5714285714285714, 1.0, 1.0, 0.5, 0.5833333333333334]
  mean: 0.7166666667, std: 0.1927052116
F1 In Time: [0.7543859649122806, 0.7543859649122806, 0.4, 0.3333333333333333, 0.3333333333333333, 0.8444444444444444, 1.0, 0.8991596638655461, 0.3333333333333333, 0.4957983193277311, 0.36363636363636365, 1.0, 1.0, 0.3333333333333333, 0.4957983193277311]
  mean: 0.6227294916, std: 0.2672325317
--------------------------------------------------
Subject Number: 10
Accuracy Cross: [1.0, 1.0, 1.0, 0.84375, 0.9375, 0.90625, 0.90625, 0.96875, 0.8125, 0.84375, 0.9393939393939394, 0.9090909090909091, 1.0, 0.7878787878787878, 1.0]
  mean: 0.9236742424, std: 0.0711776929
F1 Score: [1.0, 1.0, 1.0, 0.8303287380699894, 0.9352226720647774, 0.9015384615384616, 0.9054187192118226, 0.967967967967968, 0.8117647058823529, 0.8358974358974359, 0.9379699248120301, 0.907735321528425, 1.0, 0.7664307381193125, 1.0]
  mean: 0.9200183123, std: 0.0757064537
Accuracy Intime: [1.0, 1.0, 1.0, 0.75, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 0.5833333333333334, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9500000000, std: 0.1170628195
F1 In Time: [1.0, 1.0, 1.0, 0.7333333333333334, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 0.4957983193277311, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9430143712, std: 0.1375165267
--------------------------------------------------
Subject Number: 11
Accuracy Cross: [0.8181818181818182, 0.6060606060606061, 0.6060606060606061, 0.9090909090909091, 0.8484848484848485, 0.6363636363636364, 0.6060606060606061, 0.5454545454545454, 0.8484848484848485, 0.9393939393939394, 0.7575757575757576, 0.48484848484848486, 0.6666666666666666, 0.696969696969697, 0.9090909090909091]
  mean: 0.7252525253, std: 0.1410384620
F1 Score: [0.8035714285714286, 0.4849939975990396, 0.4849939975990396, 0.9090909090909091, 0.8462255358807083, 0.5416666666666666, 0.4849939975990396, 0.35294117647058826, 0.8390243902439025, 0.9379699248120301, 0.7380952380952381, 0.32653061224489793, 0.6458536585365854, 0.6966911764705883, 0.907735321528425]
  mean: 0.6666918688, std: 0.2010594161
Accuracy Intime: [1.0, 0.5714285714285714, 0.5714285714285714, 1.0, 1.0, 1.0, 1.0, 0.7142857142857143, 1.0, 0.9166666666666666, 1.0, 0.8571428571428571, 1.0, 1.0, 1.0]
  mean: 0.9087301587, std: 0.1530532458
F1 In Time: [1.0, 0.36363636363636365, 0.36363636363636365, 1.0, 1.0, 1.0, 1.0, 0.65, 1.0, 0.916083916083916, 1.0, 0.8444444444444444, 1.0, 1.0, 1.0]
  mean: 0.8758534059, std: 0.2209783010
--------------------------------------------------
Subject Number: 12
Accuracy Cross: [0.8125, 0.8125, 0.8125, 0.8125, 0.8125, 0.8181818181818182, 0.9696969696969697, 1.0, 1.0, 0.8181818181818182, 1.0, 1.0, 1.0, 1.0, 0.84375]
  mean: 0.9008207071, std: 0.0893238701
F1 Score: [0.7922077922077921, 0.7922077922077921, 0.7922077922077921, 0.7922077922077921, 0.7922077922077921, 0.8035714285714286, 0.9692451071761417, 1.0, 1.0, 0.8035714285714286, 1.0, 1.0, 1.0, 1.0, 0.8303287380699894]
  mean: 0.8911837109, std: 0.0983787932
Accuracy Intime: [1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 0.5]
  mean: 0.9500000000, std: 0.1283802223
F1 In Time: [1.0, 1.0, 1.0, 0.8285714285714285, 1.0, 1.0, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 0.3333333333333333]
  mean: 0.9385325785, std: 0.1681666733
--------------------------------------------------
Subject Number: 13
Accuracy Cross: [0.53125, 0.5625, 0.5, 0.8125, 0.625, 0.5454545454545454, 0.5454545454545454, 0.5454545454545454, 0.45454545454545453, 0.5454545454545454, 0.96875, 0.53125, 0.5625, 0.90625, 0.71875]
  mean: 0.6236742424, std: 0.1497920486
F1 Score: [0.4684385382059801, 0.36, 0.4181818181818182, 0.7922077922077921, 0.5, 0.35294117647058826, 0.35294117647058826, 0.35294117647058826, 0.3125, 0.35294117647058826, 0.9684729064039409, 0.3992490613266583, 0.36, 0.906158357771261, 0.6631578947368422]
  mean: 0.5040087383, std: 0.2121161397
Accuracy Intime: [1.0, 0.7857142857142857, 0.6666666666666666, 0.5, 1.0, 0.5714285714285714, 0.5714285714285714, 0.8333333333333334, 0.5, 0.5, 1.0, 0.8571428571428571, 0.75, 1.0, 0.5]
  mean: 0.7357142857, std: 0.1978818295
F1 In Time: [1.0, 0.7754010695187166, 0.4, 0.3333333333333333, 1.0, 0.36363636363636365, 0.36363636363636365, 0.7777777777777777, 0.3333333333333333, 0.3333333333333333, 1.0, 0.8571428571428571, 0.6974789915966386, 1.0, 0.3333333333333333]
  mean: 0.6378937838, std: 0.2819735183
--------------------------------------------------
Subject Number: 14
Accuracy Cross: [0.875, 0.65625, 0.78125, 0.90625, 0.9375, 0.5625, 0.5625, 0.65625, 0.96875, 0.625, 0.8125, 1.0, 0.5625, 1.0, 0.75]
  mean: 0.7770833333, std: 0.1592898738
F1 Score: [0.8666666666666667, 0.6559139784946236, 0.751937984496124, 0.9015384615384616, 0.9352226720647774, 0.36, 0.36, 0.5594493116395495, 0.967967967967968, 0.5, 0.7922077922077921, 1.0, 0.36, 1.0, 0.7090909090909091]
  mean: 0.7146663829, std: 0.2297949918
Accuracy Intime: [1.0, 0.7857142857142857, 0.9166666666666666, 0.9166666666666666, 1.0, 0.8571428571428571, 0.9285714285714286, 1.0, 1.0, 0.5, 1.0, 1.0, 0.75, 1.0, 0.5]
  mean: 0.8769841270, std: 0.1674960467
F1 In Time: [1.0, 0.7543859649122806, 0.8991596638655461, 0.916083916083916, 1.0, 0.8444444444444444, 0.9251336898395721, 1.0, 1.0, 0.3333333333333333, 1.0, 1.0, 0.6210526315789473, 1.0, 0.3333333333333333]
  mean: 0.8417951318, std: 0.2257428809
--------------------------------------------------
Subject Number: 15
Accuracy Cross: [0.96875, 0.625, 0.8125, 1.0, 0.96875, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8125, 0.9375, 1.0, 1.0, 1.0]
  mean: 0.9416666667, std: 0.1051206318
F1 Score: [0.967967967967968, 0.5, 0.7922077922077921, 1.0, 0.967967967967968, 1.0, 1.0, 1.0, 1.0, 1.0, 0.7922077922077921, 0.9352226720647774, 1.0, 1.0, 1.0]
  mean: 0.9303716128, std: 0.1341346893
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: [0.8125, 0.65625, 0.59375, 0.65625, 0.71875, 0.59375, 0.65625, 0.5625, 0.5625, 0.6875, 0.5625, 0.875, 0.9375, 0.59375, 0.59375]
  mean: 0.6708333333, std: 0.1140327682
F1 Score: [0.8056680161943319, 0.5594493116395495, 0.4340136054421769, 0.5594493116395495, 0.6631578947368422, 0.4340136054421769, 0.5594493116395495, 0.36, 0.36, 0.6135265700483092, 0.36, 0.8666666666666667, 0.9352226720647774, 0.4340136054421769, 0.4340136054421769]
  mean: 0.5585762784, std: 0.1811365431
Accuracy Intime: [1.0, 0.5714285714285714, 0.6666666666666666, 0.5, 0.5, 0.8571428571428571, 0.7857142857142857, 0.6666666666666666, 0.5, 0.5, 0.5714285714285714, 1.0, 1.0, 0.5, 0.5]
  mean: 0.6746031746, std: 0.1945335073
F1 In Time: [1.0, 0.36363636363636365, 0.4, 0.3333333333333333, 0.3333333333333333, 0.8444444444444444, 0.7543859649122806, 0.4, 0.3333333333333333, 0.3333333333333333, 0.36363636363636365, 1.0, 1.0, 0.3333333333333333, 0.3333333333333333]
  mean: 0.5417402091, std: 0.2745999840
--------------------------------------------------
Subject Number: 17
Accuracy Cross: [0.9090909090909091, 0.7878787878787878, 0.7575757575757576, 0.9090909090909091, 0.9696969696969697, 0.9393939393939394, 0.7878787878787878, 0.5454545454545454, 0.7878787878787878, 0.7878787878787878, 0.75, 0.84375, 0.875, 0.96875, 0.84375]
  mean: 0.8308712121, std: 0.1049903158
F1 Score: [0.905982905982906, 0.7664307381193125, 0.7272727272727273, 0.905982905982906, 0.9692451071761417, 0.9379699248120301, 0.7664307381193125, 0.35294117647058826, 0.7664307381193125, 0.7664307381193125, 0.7090909090909091, 0.8303287380699894, 0.8666666666666667, 0.967967967967968, 0.8303287380699894]
  mean: 0.8046333813, std: 0.1465702506
Accuracy Intime: [1.0, 0.9285714285714286, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.5833333333333334, 0.6666666666666666, 1.0, 1.0, 0.8571428571428571, 1.0, 0.5]
  mean: 0.9023809524, std: 0.1667913366
F1 In Time: [1.0, 0.9251336898395721, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.4957983193277311, 0.625, 1.0, 1.0, 0.8444444444444444, 1.0, 0.3333333333333333]
  mean: 0.8815806525, std: 0.2095621064
--------------------------------------------------
Subject Number: 18
Accuracy Cross: [1.0, 0.7575757575757576, 1.0, 1.0, 1.0, 0.96875, 0.84375, 0.71875, 0.8125, 0.90625, 0.875, 1.0, 0.59375, 0.90625, 1.0]
  mean: 0.8921717172, std: 0.1217253903
F1 Score: [1.0, 0.7272727272727273, 1.0, 1.0, 1.0, 0.967967967967968, 0.8303287380699894, 0.6631578947368422, 0.7922077922077921, 0.9015384615384616, 0.8666666666666667, 1.0, 0.4340136054421769, 0.9015384615384616, 1.0]
  mean: 0.8723128210, std: 0.1578569499
Accuracy Intime: [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, 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, 0.8285714285714285, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9885714286, std: 0.0427617987
--------------------------------------------------
Subject Number: 19
Accuracy Cross: [0.6875, 0.78125, 0.84375, 0.96875, 0.71875, 0.9375, 0.96875, 0.84375, 0.9375, 0.8125, 0.875, 0.8125, 0.90625, 0.875, 0.84375]
  mean: 0.8541666667, std: 0.0812232862
F1 Score: [0.6536796536796536, 0.7624602332979851, 0.8358974358974359, 0.967967967967968, 0.681063122923588, 0.9372549019607843, 0.967967967967968, 0.8303287380699894, 0.9352226720647774, 0.7922077922077921, 0.8745098039215686, 0.7922077922077921, 0.9015384615384616, 0.8666666666666667, 0.8303287380699894]
  mean: 0.8419534632, std: 0.0922568733
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.5, 0.8571428571428571, 1.0, 1.0, 0.9166666666666666, 0.5, 0.8571428571428571, 1.0, 1.0, 1.0, 0.5]
  mean: 0.8753968254, std: 0.1940569511
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.3333333333333333, 0.8541666666666667, 1.0, 1.0, 0.916083916083916, 0.3333333333333333, 0.8541666666666667, 1.0, 1.0, 1.0, 0.3333333333333333]
  mean: 0.8416278166, std: 0.2590603196
--------------------------------------------------
Subject Number: 20
Accuracy Cross: [0.96875, 0.84375, 0.9375, 0.90625, 0.875, 1.0, 0.9375, 0.96875, 0.9375, 0.90625, 0.8787878787878788, 0.8181818181818182, 1.0, 0.5454545454545454, 0.8484848484848485]
  mean: 0.8914772727, std: 0.1070669474
F1 Score: [0.9684729064039409, 0.8303287380699894, 0.9352226720647774, 0.9039039039039038, 0.8666666666666667, 1.0, 0.9352226720647774, 0.967967967967968, 0.9352226720647774, 0.9015384615384616, 0.8730769230769231, 0.8035714285714286, 1.0, 0.5299145299145299, 0.8390243902439025]
  mean: 0.8860089288, std: 0.1115889024
Accuracy Intime: [1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 1.0, 0.5833333333333334, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666]
  mean: 0.9611111111, std: 0.1048220126
F1 In Time: [1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 1.0, 0.4957983193277311, 1.0, 1.0, 1.0, 1.0, 0.916083916083916]
  mean: 0.9551977434, std: 0.1260144225
--------------------------------------------------
Subject Number: 21
Accuracy Cross: [0.90625, 0.5625, 0.5625, 0.8125, 0.875, 0.875, 0.5625, 0.5625, 0.5625, 0.90625, 0.875, 0.4375, 0.40625, 1.0, 0.8125]
  mean: 0.7145833333, std: 0.1895260903
F1 Score: [0.9015384615384616, 0.36, 0.36, 0.8, 0.8666666666666667, 0.8666666666666667, 0.36, 0.36, 0.36, 0.9039039039039038, 0.8666666666666667, 0.30434782608695654, 0.28888888888888886, 1.0, 0.7922077922077921]
  mean: 0.6260591248, std: 0.2702559721
Accuracy Intime: [1.0, 0.5714285714285714, 0.9166666666666666, 1.0, 1.0, 1.0, 0.9285714285714286, 0.6666666666666666, 0.75, 0.9166666666666666, 1.0, 0.5714285714285714, 0.6666666666666666, 0.9166666666666666, 0.8333333333333334]
  mean: 0.8492063492, std: 0.1559276405
F1 In Time: [1.0, 0.36363636363636365, 0.8991596638655461, 1.0, 1.0, 1.0, 0.9282051282051282, 0.4, 0.7333333333333334, 0.916083916083916, 1.0, 0.36363636363636365, 0.4, 0.916083916083916, 0.8285714285714285]
  mean: 0.7832473409, std: 0.2523354366
--------------------------------------------------
Subject Number: 22
Accuracy Cross: [0.90625, 0.84375, 0.9375, 0.625, 0.9375, 0.9090909090909091, 0.9090909090909091, 0.7575757575757576, 0.8787878787878788, 0.8181818181818182, 0.78125, 0.9375, 0.5625, 0.9375, 0.90625]
  mean: 0.8431818182, std: 0.1130396792
F1 Score: [0.906158357771261, 0.8303287380699894, 0.9352226720647774, 0.6, 0.9352226720647774, 0.905982905982906, 0.905982905982906, 0.7272727272727273, 0.8730769230769231, 0.8035714285714286, 0.751937984496124, 0.9352226720647774, 0.36, 0.9352226720647774, 0.9015384615384616]
  mean: 0.8204494081, std: 0.1545713333
Accuracy Intime: [1.0, 1.0, 1.0, 0.9166666666666666, 0.6666666666666666, 1.0, 1.0, 1.0, 1.0, 0.5, 1.0, 1.0, 1.0, 0.9166666666666666, 0.5]
  mean: 0.9000000000, std: 0.1779513042
F1 In Time: [1.0, 1.0, 1.0, 0.916083916083916, 0.625, 1.0, 1.0, 1.0, 1.0, 0.3333333333333333, 1.0, 1.0, 1.0, 0.916083916083916, 0.3333333333333333]
  mean: 0.8749222999, std: 0.2322256433
--------------------------------------------------
Subject Number: 23
Accuracy Cross: [0.7878787878787878, 0.7878787878787878, 0.7878787878787878, 0.8181818181818182, 0.7878787878787878, 0.78125, 0.78125, 0.90625, 0.90625, 0.8125, 0.6060606060606061, 0.6666666666666666, 0.6363636363636364, 0.5151515151515151, 0.8787878787878788]
  mean: 0.7640151515, std: 0.1078410710
F1 Score: [0.7664307381193125, 0.7664307381193125, 0.7664307381193125, 0.8035714285714286, 0.7664307381193125, 0.7624602332979851, 0.7624602332979851, 0.9039039039039038, 0.906158357771261, 0.8, 0.5662285136501517, 0.6458536585365854, 0.6071428571428572, 0.4260869565217391, 0.8730769230769231]
  mean: 0.7415110679, std: 0.1261864694
Accuracy Intime: [1.0, 1.0, 1.0, 0.5, 0.5, 1.0, 1.0, 1.0, 1.0, 0.8333333333333334, 0.9285714285714286, 1.0, 1.0, 1.0, 0.8333333333333334]
  mean: 0.9063492063, std: 0.1691351588
F1 In Time: [1.0, 1.0, 1.0, 0.3333333333333333, 0.3333333333333333, 1.0, 1.0, 1.0, 1.0, 0.8285714285714285, 0.9282051282051282, 1.0, 1.0, 1.0, 0.8285714285714285]
  mean: 0.8834676435, std: 0.2234758825
--------------------------------------------------
Subject Number: 24
Accuracy Cross: [0.84375, 0.5625, 0.84375, 0.875, 1.0, 0.96875, 0.84375, 0.96875, 0.96875, 0.96875, 0.5625, 0.65625, 0.5625, 1.0, 0.84375]
  mean: 0.8312500000, std: 0.1596708855
F1 Score: [0.8303287380699894, 0.36, 0.8303287380699894, 0.8666666666666667, 1.0, 0.9684729064039409, 0.8435972629521017, 0.9684729064039409, 0.9684729064039409, 0.9684729064039409, 0.36, 0.6389743589743591, 0.36, 1.0, 0.8303287380699894]
  mean: 0.7862744086, std: 0.2318822291
Accuracy Intime: [0.9285714285714286, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 1.0, 0.5714285714285714, 0.5714285714285714, 0.6666666666666666, 1.0, 1.0]
  mean: 0.9103174603, std: 0.1570265723
F1 In Time: [0.9251336898395721, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 1.0, 0.36363636363636365, 0.36363636363636365, 0.4, 1.0, 1.0]
  mean: 0.8645660222, std: 0.2459578275
--------------------------------------------------
Subject Number: 25
Accuracy Cross: [0.9393939393939394, 0.6363636363636364, 0.9393939393939394, 0.9393939393939394, 1.0, 1.0, 1.0, 1.0, 0.9375, 1.0, 0.96875, 1.0, 0.875, 0.8125, 1.0]
  mean: 0.9365530303, std: 0.0961013291
F1 Score: [0.9379699248120301, 0.5416666666666666, 0.9379699248120301, 0.9379699248120301, 1.0, 1.0, 1.0, 1.0, 0.9352226720647774, 1.0, 0.967967967967968, 1.0, 0.875, 0.8117647058823529, 1.0]
  mean: 0.9297021191, std: 0.1165519723
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
--------------------------------------------------
Subject Number: 26
Accuracy Cross: [0.7272727272727273, 0.8787878787878788, 0.9393939393939394, 1.0, 0.9696969696969697, 0.90625, 0.875, 0.8125, 0.75, 0.96875, 0.84375, 0.8125, 0.65625, 0.84375, 0.84375]
  mean: 0.8551767677, std: 0.0926163260
F1 Score: [0.6857142857142857, 0.8730769230769231, 0.9379699248120301, 1.0, 0.9692451071761417, 0.9039039039039038, 0.8704453441295547, 0.7922077922077921, 0.746031746031746, 0.967967967967968, 0.8303287380699894, 0.7922077922077921, 0.5594493116395495, 0.8303287380699894, 0.8303287380699894]
  mean: 0.8392804209, std: 0.1127140162
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, 0.6666666666666666, 1.0, 0.6666666666666666]
  mean: 0.9388888889, std: 0.1157370370
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, 0.4, 1.0, 0.625]
  mean: 0.9179770230, std: 0.1705164963
--------------------------------------------------
Subject Number: 27
Accuracy Cross: [0.9090909090909091, 0.7878787878787878, 0.7575757575757576, 0.9090909090909091, 0.9696969696969697, 0.9393939393939394, 0.7878787878787878, 0.5454545454545454, 0.7878787878787878, 0.7878787878787878, 0.75, 0.84375, 0.875, 0.96875, 0.84375]
  mean: 0.8308712121, std: 0.1049903158
F1 Score: [0.905982905982906, 0.7664307381193125, 0.7272727272727273, 0.905982905982906, 0.9692451071761417, 0.9379699248120301, 0.7664307381193125, 0.35294117647058826, 0.7664307381193125, 0.7664307381193125, 0.7090909090909091, 0.8303287380699894, 0.8666666666666667, 0.967967967967968, 0.8303287380699894]
  mean: 0.8046333813, std: 0.1465702506
Accuracy Intime: [1.0, 0.9285714285714286, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.5833333333333334, 0.6666666666666666, 1.0, 1.0, 0.8571428571428571, 1.0, 0.5]
  mean: 0.9023809524, std: 0.1667913366
F1 In Time: [1.0, 0.9251336898395721, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.4957983193277311, 0.625, 1.0, 1.0, 0.8444444444444444, 1.0, 0.3333333333333333]
  mean: 0.8815806525, std: 0.2095621064
--------------------------------------------------
Subject Number: 28
Accuracy Cross: [0.90625, 0.6875, 0.84375, 0.875, 0.9375, 0.8125, 0.6875, 1.0, 1.0, 0.6875, 0.6875, 0.5625, 0.78125, 0.65625, 1.0]
  mean: 0.8083333333, std: 0.1378152951
F1 Score: [0.9015384615384616, 0.6135265700483092, 0.8303287380699894, 0.8666666666666667, 0.9352226720647774, 0.7922077922077921, 0.6135265700483092, 1.0, 1.0, 0.6135265700483092, 0.6135265700483092, 0.36, 0.751937984496124, 0.5594493116395495, 1.0]
  mean: 0.7634305271, std: 0.1874076273
Accuracy Intime: [1.0, 0.9285714285714286, 1.0, 0.9166666666666666, 1.0, 0.9285714285714286, 1.0, 1.0, 1.0, 0.9166666666666666, 0.7142857142857143, 1.0, 0.6666666666666666, 0.5, 0.75]
  mean: 0.8880952381, std: 0.1508855192
F1 In Time: [1.0, 0.9251336898395721, 1.0, 0.916083916083916, 1.0, 0.9251336898395721, 1.0, 1.0, 1.0, 0.916083916083916, 0.65, 1.0, 0.4, 0.3333333333333333, 0.7333333333333334]
  mean: 0.8532734586, std: 0.2160893539
--------------------------------------------------
Subject Number: 29
Accuracy Cross: [1.0, 0.8125, 0.84375, 0.96875, 0.8125, 0.96875, 0.9375, 1.0, 0.9375, 1.0, 0.5757575757575758, 0.8484848484848485, 1.0, 1.0, 0.8484848484848485]
  mean: 0.9035984848, std: 0.1128387411
F1 Score: [1.0, 0.7922077922077921, 0.8303287380699894, 0.967967967967968, 0.7922077922077921, 0.967967967967968, 0.9352226720647774, 1.0, 0.9352226720647774, 1.0, 0.4225, 0.8390243902439025, 1.0, 1.0, 0.8390243902439025]
  mean: 0.8881116255, std: 0.1467731278
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, 0.5]
  mean: 0.9611111111, std: 0.1249691320
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, 0.3333333333333333]
  mean: 0.9499611500, std: 0.1661180415
--------------------------------------------------
**************************************************
accuracy_cross_list: [0.9691287878787879, 0.7658459595959595, 0.8238005050505051, 0.9353535353535353, 0.7416666666666667, 0.7781565656565655, 0.73125, 0.9833333333333333, 0.7041666666666667, 0.9236742424242423, 0.7252525252525251, 0.900820707070707, 0.6236742424242424, 0.7770833333333333, 0.9416666666666667, 0.6708333333333333, 0.8308712121212121, 0.8921717171717172, 0.8541666666666666, 0.8914772727272726, 0.7145833333333333, 0.8431818181818183, 0.7640151515151514, 0.83125, 0.9365530303030304, 0.8551767676767678, 0.8308712121212121, 0.8083333333333333, 0.9035984848484848]
f1_score_list: [0.9671576162804233, 0.7141367790793516, 0.782873238485651, 0.9330799760399396, 0.6446981433094648, 0.7350185765725619, 0.6471251917742431, 0.9824115397448732, 0.6069102047381729, 0.920018312339505, 0.6666918687606059, 0.8911837108951965, 0.504008738314443, 0.7146663829444581, 0.9303716128277532, 0.5585762784265522, 0.8046333813360049, 0.8723128210294057, 0.8419534632294947, 0.886008928836803, 0.6260591248417335, 0.8204494080681222, 0.7415110678832048, 0.7862744085612571, 0.9297021191345237, 0.8392804208718435, 0.8046333813360049, 0.7634305271251064, 0.8881116255359246]
accuracy_intime_list: [0.9944444444444444, 0.8166666666666667, 0.853968253968254, 0.9888888888888888, 0.7833333333333332, 0.8087301587301586, 0.7920634920634921, 1.0, 0.7166666666666667, 0.95, 0.9087301587301587, 0.95, 0.7357142857142858, 0.876984126984127, 0.9904761904761905, 0.6746031746031745, 0.9023809523809524, 0.9888888888888889, 0.8753968253968254, 0.961111111111111, 0.8492063492063492, 0.8999999999999999, 0.9063492063492065, 0.9103174603174602, 0.9888888888888889, 0.9388888888888888, 0.9023809523809524, 0.8880952380952379, 0.961111111111111]
f1_in_time_list: [0.9944055944055944, 0.7693584302407832, 0.8009348385818974, 0.9888111888111889, 0.6913698387382597, 0.7621101774042951, 0.708597742127154, 1.0, 0.6227294915839806, 0.9430143712496654, 0.8758534058534059, 0.9385325785325787, 0.6378937837761367, 0.8417951318260918, 0.9896296296296296, 0.5417402091086301, 0.8815806524630054, 0.9885714285714287, 0.8416278166278167, 0.9551977434330376, 0.7832473408943998, 0.8749222999223001, 0.8834676434676435, 0.864566022213081, 0.9885714285714287, 0.9179770229770231, 0.8815806524630054, 0.8532734585675764, 0.94996114996115]
**************************************************
Mean Accuracy: 0.8259295542
Mean F1: 0.7863203051
Std Accuracy: 0.0920284404
Std F1: 0.1255339579
Mean Accuracy (Intime): 0.8901477833
Std Accuracy (Intime): 0.0871238967
Mean F1 (Intime): 0.8541834852
Std F1 (Intime): 0.1210389761
ACC: 82.59±9.20
F1: 78.63±12.55
Intime: 89.01±8.71
F1 (Intime): 85.42±12.10
