Learning Rate: 0.001

Subject Number: 1
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 0.9696969696969697, 1.0, 0.8787878787878788, 0.9090909090909091, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9838383838, std: 0.0364756971
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 0.9695852534562213, 1.0, 0.8786764705882353, 0.905982905982906, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9836163087, std: 0.0369299241
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: 2
Accuracy Cross: [1.0, 1.0, 1.0, 0.9696969696969697, 1.0, 1.0, 1.0, 0.96875, 0.96875, 0.9375, 0.8484848484848485, 0.8787878787878788, 0.9090909090909091, 0.9696969696969697, 0.8181818181818182]
  mean: 0.9512626263, std: 0.0583309419
F1 Score: [1.0, 1.0, 1.0, 0.9695852534562213, 1.0, 1.0, 1.0, 0.967967967967968, 0.967967967967968, 0.9352226720647774, 0.8390243902439025, 0.8730769230769231, 0.905982905982906, 0.9692451071761417, 0.8035714285714286]
  mean: 0.9487763078, std: 0.0622934651
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9285714285714286, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8333333333333334]
  mean: 0.9841269841, std: 0.0440458315
F1 In Time: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9251336898395721, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8285714285714285]
  mean: 0.9835803412, std: 0.0454229322
--------------------------------------------------
Subject Number: 3
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 0.8484848484848485, 1.0, 0.9696969696969697, 1.0, 0.9696969696969697, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9858585859, std: 0.0381170955
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 0.8390243902439025, 1.0, 0.9692451071761417, 1.0, 0.9692451071761417, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9851676403, std: 0.0404185522
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 1.0, 0.5714285714285714, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9714285714, std: 0.1069044968
F1 In Time: [1.0, 1.0, 1.0, 1.0, 1.0, 0.36363636363636365, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9575757576, std: 0.1587369800
--------------------------------------------------
Subject Number: 4
Accuracy Cross: [1.0, 0.9696969696969697, 0.9696969696969697, 0.9696969696969697, 0.9696969696969697, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9090909090909091, 0.9696969696969697, 0.9696969696969697]
  mean: 0.9818181818, std: 0.0242424242
F1 Score: [1.0, 0.9692451071761417, 0.9692451071761417, 0.9692451071761417, 0.9692451071761417, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.905982905982906, 0.9692451071761417, 0.9695852534562213]
  mean: 0.9814529130, std: 0.0249448343
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, 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, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9944055944, std: 0.0209323490
--------------------------------------------------
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, 0.96875, 1.0, 1.0]
  mean: 0.9979166667, std: 0.0077951196
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, 0.967967967967968, 1.0, 1.0]
  mean: 0.9978645312, std: 0.0079901926
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: [0.84375, 0.875, 0.96875, 0.75, 0.875, 0.8181818181818182, 0.8787878787878788, 0.9696969696969697, 0.9696969696969697, 0.6363636363636364, 0.9090909090909091, 0.9393939393939394, 0.9696969696969697, 0.8787878787878788, 0.8181818181818182]
  mean: 0.8733585859, std: 0.0898124530
F1 Score: [0.8303287380699894, 0.8666666666666667, 0.9684729064039409, 0.7490196078431373, 0.875, 0.8035714285714286, 0.8730769230769231, 0.9692451071761417, 0.9692451071761417, 0.5416666666666666, 0.905982905982906, 0.9379699248120301, 0.9692451071761417, 0.8730769230769231, 0.8035714285714286]
  mean: 0.8624092961, std: 0.1086859341
Accuracy Intime: [1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 0.8333333333333334, 0.5, 1.0, 1.0, 1.0, 0.5, 0.5]
  mean: 0.8833333333, std: 0.1967325690
F1 In Time: [1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 0.8285714285714285, 0.3333333333333333, 1.0, 1.0, 1.0, 0.3333333333333333, 0.3333333333333333]
  mean: 0.8496436896, std: 0.2621269027
--------------------------------------------------
Subject Number: 7
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 0.9375, 0.96875, 1.0, 0.90625, 1.0, 0.9375, 1.0, 1.0, 0.96875, 0.96875]
  mean: 0.9791666667, std: 0.0294627825
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 0.9352226720647774, 0.967967967967968, 1.0, 0.9015384615384616, 1.0, 0.9352226720647774, 1.0, 1.0, 0.9684729064039409, 0.967967967967968]
  mean: 0.9784261765, std: 0.0307153500
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: 8
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9375, 0.84375, 0.875, 0.84375, 0.96875, 1.0, 0.96875, 1.0, 0.96875]
  mean: 0.9604166667, std: 0.0564425716
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9352226720647774, 0.8303287380699894, 0.8666666666666667, 0.8303287380699894, 0.9684729064039409, 1.0, 0.967967967967968, 1.0, 0.967967967967968]
  mean: 0.9577970438, std: 0.0610356570
Accuracy Intime: [1.0, 1.0, 1.0, 0.8333333333333334, 0.9166666666666666, 1.0, 1.0, 0.9166666666666666, 1.0, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666]
  mean: 0.9611111111, std: 0.0598351645
F1 In Time: [1.0, 1.0, 1.0, 0.8285714285714285, 0.916083916083916, 1.0, 1.0, 0.8991596638655461, 1.0, 0.8285714285714285, 1.0, 1.0, 1.0, 1.0, 0.916083916083916]
  mean: 0.9592313569, std: 0.0622344320
--------------------------------------------------
Subject Number: 9
Accuracy Cross: [0.71875, 0.9375, 1.0, 0.84375, 1.0, 0.96875, 0.90625, 0.96875, 0.5625, 0.96875, 1.0, 1.0, 1.0, 1.0, 0.96875]
  mean: 0.9229166667, std: 0.1217636600
F1 Score: [0.7117117117117118, 0.9352226720647774, 1.0, 0.8303287380699894, 1.0, 0.9684729064039409, 0.9015384615384616, 0.967967967967968, 0.36, 0.967967967967968, 1.0, 1.0, 1.0, 1.0, 0.967967967967968]
  mean: 0.9074118929, std: 0.1655038768
Accuracy Intime: [0.8571428571428571, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9285714285714286, 1.0, 0.5, 1.0, 1.0, 1.0, 1.0, 1.0, 0.6666666666666666]
  mean: 0.9301587302, std: 0.1445577787
F1 In Time: [0.8444444444444444, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9251336898395721, 1.0, 0.3333333333333333, 1.0, 1.0, 1.0, 1.0, 1.0, 0.625]
  mean: 0.9151940978, std: 0.1838461901
--------------------------------------------------
Subject Number: 10
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 0.71875, 1.0, 0.875, 0.90625, 1.0, 0.7878787878787878, 0.9393939393939394, 0.8787878787878788, 0.9696969696969697, 0.8787878787878788]
  mean: 0.9303030303, std: 0.0854876774
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 0.7117117117117118, 1.0, 0.8666666666666667, 0.906158357771261, 1.0, 0.7664307381193125, 0.9379699248120301, 0.8730769230769231, 0.9692451071761417, 0.8730769230769231]
  mean: 0.9269557568, std: 0.0898997128
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 0.8571428571428571, 1.0, 1.0, 1.0, 0.8333333333333334]
  mean: 0.9738095238, std: 0.0546755703
F1 In Time: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8991596638655461, 1.0, 1.0, 0.8444444444444444, 1.0, 1.0, 1.0, 0.8285714285714285]
  mean: 0.9714783691, std: 0.0586241179
--------------------------------------------------
Subject Number: 11
Accuracy Cross: [0.9090909090909091, 0.8181818181818182, 0.8181818181818182, 0.9393939393939394, 0.9393939393939394, 0.9393939393939394, 0.9393939393939394, 0.9696969696969697, 0.9090909090909091, 0.9393939393939394, 1.0, 1.0, 1.0, 0.9393939393939394, 1.0]
  mean: 0.9373737374, std: 0.0558394948
F1 Score: [0.905982905982906, 0.8180147058823529, 0.8180147058823529, 0.9379699248120301, 0.9379699248120301, 0.9393382352941176, 0.9393382352941176, 0.9695852534562213, 0.9090909090909091, 0.9393382352941176, 1.0, 1.0, 1.0, 0.9379699248120301, 1.0]
  mean: 0.9368408640, std: 0.0559837007
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, 1.0, 0.9166666666666666, 1.0]
  mean: 0.9833333333, std: 0.0333333333
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, 1.0, 0.916083916083916, 1.0]
  mean: 0.9832167832, std: 0.0335664336
--------------------------------------------------
Subject Number: 12
Accuracy Cross: [1.0, 0.90625, 1.0, 0.96875, 0.8125, 1.0, 0.8787878787878788, 0.8787878787878788, 0.9090909090909091, 0.7878787878787878, 0.9375, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9386363636, std: 0.0707061125
F1 Score: [1.0, 0.9015384615384616, 1.0, 0.967967967967968, 0.7922077922077921, 1.0, 0.8730769230769231, 0.8730769230769231, 0.905982905982906, 0.7664307381193125, 0.9372549019607843, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9345024409, std: 0.0770709932
Accuracy Intime: [1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 1.0, 0.5, 1.0, 1.0, 1.0, 0.9166666666666666, 0.8333333333333334]
  mean: 0.9444444444, std: 0.1278984937
F1 In Time: [1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 1.0, 0.3333333333333333, 1.0, 1.0, 1.0, 0.916083916083916, 0.8285714285714285]
  mean: 0.9329381729, std: 0.1674229550
--------------------------------------------------
Subject Number: 13
Accuracy Cross: [0.59375, 0.96875, 0.8125, 0.46875, 0.46875, 0.5454545454545454, 1.0, 1.0, 0.5454545454545454, 0.7575757575757576, 0.96875, 0.96875, 1.0, 1.0, 0.90625]
  mean: 0.8003156566, std: 0.2082069941
F1 Score: [0.5588547189819725, 0.9684729064039409, 0.8117647058823529, 0.36374269005847953, 0.36374269005847953, 0.35294117647058826, 1.0, 1.0, 0.35294117647058826, 0.7272727272727273, 0.967967967967968, 0.967967967967968, 1.0, 1.0, 0.9015384615384616]
  mean: 0.7558138126, std: 0.2670550685
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 1.0, 0.5714285714285714, 1.0, 1.0, 0.5, 0.5, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9047619048, std: 0.1910705014
F1 In Time: [1.0, 1.0, 1.0, 1.0, 1.0, 0.36363636363636365, 1.0, 1.0, 0.3333333333333333, 0.3333333333333333, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.8686868687, std: 0.2627039512
--------------------------------------------------
Subject Number: 14
Accuracy Cross: [1.0, 0.8125, 1.0, 0.96875, 1.0, 0.5625, 1.0, 1.0, 0.84375, 1.0, 0.8125, 0.875, 0.8125, 0.90625, 0.84375]
  mean: 0.8958333333, std: 0.1178511302
F1 Score: [1.0, 0.8117647058823529, 1.0, 0.967967967967968, 1.0, 0.36, 1.0, 1.0, 0.8303287380699894, 1.0, 0.7922077922077921, 0.8666666666666667, 0.7922077922077921, 0.9015384615384616, 0.8303287380699894]
  mean: 0.8768673908, std: 0.1612530755
Accuracy Intime: [1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 0.5714285714285714, 1.0, 1.0, 0.75, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666]
  mean: 0.9380952381, std: 0.1220417137
F1 In Time: [1.0, 1.0, 1.0, 0.8285714285714285, 1.0, 0.36363636363636365, 1.0, 1.0, 0.7333333333333334, 1.0, 1.0, 1.0, 1.0, 1.0, 0.916083916083916]
  mean: 0.9227750028, std: 0.1679372800
--------------------------------------------------
Subject Number: 15
Accuracy Cross: [1.0, 0.9375, 0.9375, 0.90625, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.84375]
  mean: 0.9750000000, std: 0.0459279327
F1 Score: [1.0, 0.9352226720647774, 0.9352226720647774, 0.9015384615384616, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8303287380699894]
  mean: 0.9734875029, std: 0.0492148545
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: [0.8125, 0.90625, 0.90625, 0.9375, 0.625, 0.96875, 0.84375, 0.75, 0.84375, 0.5625, 0.9375, 0.875, 0.9375, 0.9375, 0.59375]
  mean: 0.8291666667, std: 0.1305370850
F1 Score: [0.7922077922077921, 0.9015384615384616, 0.9015384615384616, 0.9352226720647774, 0.5, 0.967967967967968, 0.8303287380699894, 0.7090909090909091, 0.8358974358974359, 0.36, 0.9352226720647774, 0.8666666666666667, 0.9352226720647774, 0.9365079365079365, 0.4340136054421769]
  mean: 0.7894283994, std: 0.1920366337
Accuracy Intime: [1.0, 0.5714285714285714, 0.9166666666666666, 0.75, 0.5, 1.0, 1.0, 0.8333333333333334, 0.9166666666666666, 0.6666666666666666, 1.0, 1.0, 1.0, 1.0, 0.5]
  mean: 0.8436507937, std: 0.1883746501
F1 In Time: [1.0, 0.36363636363636365, 0.8991596638655461, 0.7333333333333334, 0.3333333333333333, 1.0, 1.0, 0.7777777777777777, 0.916083916083916, 0.625, 1.0, 1.0, 1.0, 1.0, 0.3333333333333333]
  mean: 0.7987771814, std: 0.2536162108
--------------------------------------------------
Subject Number: 17
Accuracy Cross: [1.0, 0.9696969696969697, 0.9090909090909091, 1.0, 0.6363636363636364, 0.9393939393939394, 1.0, 1.0, 1.0, 0.8181818181818182, 1.0, 0.9375, 0.9375, 0.9375, 0.8125]
  mean: 0.9265151515, std: 0.0979863061
F1 Score: [1.0, 0.9692451071761417, 0.905982905982906, 1.0, 0.5416666666666666, 0.9379699248120301, 1.0, 1.0, 1.0, 0.8035714285714286, 1.0, 0.9352226720647774, 0.9352226720647774, 0.9352226720647774, 0.7922077922077921]
  mean: 0.9170874561, std: 0.1197037997
Accuracy Intime: [1.0, 1.0, 1.0, 0.9166666666666666, 0.5, 1.0, 1.0, 1.0, 0.9166666666666666, 0.5, 1.0, 1.0, 1.0, 1.0, 0.5]
  mean: 0.8888888889, std: 0.1964185503
F1 In Time: [1.0, 1.0, 1.0, 0.916083916083916, 0.3333333333333333, 1.0, 1.0, 1.0, 0.916083916083916, 0.3333333333333333, 1.0, 1.0, 1.0, 1.0, 0.3333333333333333]
  mean: 0.8554778555, std: 0.2625664865
--------------------------------------------------
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, 0.9375, 1.0, 0.90625]
  mean: 0.9895833333, std: 0.0271633434
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, 0.9352226720647774, 1.0, 0.9015384615384616]
  mean: 0.9891174089, std: 0.0284186734
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, 0.9166666666666666, 1.0, 0.5]
  mean: 0.9611111111, std: 0.1249691320
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, 0.8991596638655461, 1.0, 0.3333333333333333]
  mean: 0.9488328665, std: 0.1664015394
--------------------------------------------------
Subject Number: 19
Accuracy Cross: [0.65625, 0.96875, 0.96875, 1.0, 0.8125, 0.90625, 1.0, 1.0, 1.0, 0.8125, 0.75, 0.875, 0.875, 0.875, 0.875]
  mean: 0.8916666667, std: 0.0993905037
F1 Score: [0.5883040935672514, 0.9684729064039409, 0.967967967967968, 1.0, 0.7922077922077921, 0.9039039039039038, 1.0, 1.0, 1.0, 0.7922077922077921, 0.7090909090909091, 0.8666666666666667, 0.8666666666666667, 0.8666666666666667, 0.8666666666666667]
  mean: 0.8792548021, std: 0.1166622930
Accuracy Intime: [1.0, 1.0, 1.0, 0.8333333333333334, 0.5, 0.8571428571428571, 1.0, 1.0, 0.75, 0.5, 0.9285714285714286, 1.0, 1.0, 1.0, 1.0]
  mean: 0.8912698413, std: 0.1709686659
F1 In Time: [1.0, 1.0, 1.0, 0.8285714285714285, 0.3333333333333333, 0.8541666666666667, 1.0, 1.0, 0.7333333333333334, 0.3333333333333333, 0.9282051282051282, 1.0, 1.0, 1.0, 1.0]
  mean: 0.8673962149, std: 0.2239126560
--------------------------------------------------
Subject Number: 20
Accuracy Cross: [0.9375, 0.96875, 0.96875, 0.71875, 0.9375, 0.96875, 1.0, 0.96875, 0.6875, 0.96875, 0.8787878787878788, 0.8787878787878788, 0.9393939393939394, 0.8484848484848485, 0.8787878787878788]
  mean: 0.9032828283, std: 0.0893856909
F1 Score: [0.9352226720647774, 0.967967967967968, 0.967967967967968, 0.6631578947368422, 0.9365079365079365, 0.967967967967968, 1.0, 0.967967967967968, 0.6135265700483092, 0.967967967967968, 0.8730769230769231, 0.8730769230769231, 0.9379699248120301, 0.8390243902439025, 0.8730769230769231]
  mean: 0.8922986665, std: 0.1096289307
Accuracy Intime: [1.0, 1.0, 1.0, 0.5, 0.8333333333333334, 1.0, 1.0, 1.0, 0.5, 0.5833333333333334, 1.0, 1.0, 1.0, 1.0, 0.5833333333333334]
  mean: 0.8666666667, std: 0.2013840996
F1 In Time: [1.0, 1.0, 1.0, 0.3333333333333333, 0.8285714285714285, 1.0, 1.0, 1.0, 0.3333333333333333, 0.4957983193277311, 1.0, 1.0, 1.0, 1.0, 0.4957983193277311]
  mean: 0.8324556489, std: 0.2589271030
--------------------------------------------------
Subject Number: 21
Accuracy Cross: [0.84375, 0.875, 0.90625, 0.84375, 0.875, 0.78125, 0.96875, 0.9375, 0.8125, 0.96875, 0.78125, 1.0, 0.96875, 0.71875, 0.75]
  mean: 0.8687500000, std: 0.0855436049
F1 Score: [0.8303287380699894, 0.8666666666666667, 0.9015384615384616, 0.8303287380699894, 0.8666666666666667, 0.7810361681329423, 0.967967967967968, 0.9365079365079365, 0.7922077922077921, 0.967967967967968, 0.7793103448275862, 1.0, 0.9684729064039409, 0.6631578947368422, 0.7090909090909091]
  mean: 0.8574166106, std: 0.0975948258
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 1.0, 0.75, 0.8333333333333334, 1.0, 1.0, 1.0, 0.5, 0.5]
  mean: 0.8944444444, std: 0.1733831837
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.8285714285714285, 1.0, 1.0, 1.0, 0.7333333333333334, 0.8285714285714285, 1.0, 1.0, 1.0, 0.3333333333333333, 0.3333333333333333]
  mean: 0.8704761905, std: 0.2261458603
--------------------------------------------------
Subject Number: 22
Accuracy Cross: [1.0, 1.0, 0.84375, 0.71875, 0.9375, 0.696969696969697, 0.8484848484848485, 0.8787878787878788, 0.9090909090909091, 0.8181818181818182, 1.0, 0.9375, 0.9375, 0.9375, 0.78125]
  mean: 0.8830176768, std: 0.0939922431
F1 Score: [1.0, 1.0, 0.8435972629521017, 0.7117117117117118, 0.9352226720647774, 0.6966911764705883, 0.8433048433048433, 0.8759398496240601, 0.905982905982906, 0.8035714285714286, 1.0, 0.9352226720647774, 0.9352226720647774, 0.9352226720647774, 0.751937984496124]
  mean: 0.8782418568, std: 0.0975976015
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.5, 1.0, 1.0, 1.0, 1.0, 0.5, 1.0, 1.0, 1.0, 0.9166666666666666, 0.5]
  mean: 0.8944444444, std: 0.1982952033
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.3333333333333333, 1.0, 1.0, 1.0, 1.0, 0.3333333333333333, 1.0, 1.0, 1.0, 0.916083916083916, 0.3333333333333333]
  mean: 0.8610722611, std: 0.2646836467
--------------------------------------------------
Subject Number: 23
Accuracy Cross: [1.0, 0.8484848484848485, 1.0, 1.0, 0.8181818181818182, 0.78125, 1.0, 1.0, 0.96875, 0.90625, 0.7575757575757576, 1.0, 0.9696969696969697, 0.696969696969697, 0.8181818181818182]
  mean: 0.9043560606, std: 0.1035980809
F1 Score: [1.0, 0.847926267281106, 1.0, 1.0, 0.8035714285714286, 0.7793103448275862, 1.0, 1.0, 0.967967967967968, 0.9015384615384616, 0.7518796992481203, 1.0, 0.9692451071761417, 0.6826923076923077, 0.8035714285714286]
  mean: 0.9005135342, std: 0.1078424167
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.5, 1.0, 1.0, 1.0, 0.9166666666666666, 0.75, 1.0, 1.0, 1.0, 1.0, 0.5]
  mean: 0.9111111111, std: 0.1733831837
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.3333333333333333, 1.0, 1.0, 1.0, 0.916083916083916, 0.7333333333333334, 1.0, 1.0, 1.0, 1.0, 0.3333333333333333]
  mean: 0.8877389277, std: 0.2277430839
--------------------------------------------------
Subject Number: 24
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 0.5625, 0.96875, 0.96875, 1.0, 0.96875, 0.90625, 0.9375, 0.9375, 1.0, 0.96875]
  mean: 0.9479166667, std: 0.1068406784
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 0.36, 0.9684729064039409, 0.9684729064039409, 1.0, 0.9684729064039409, 0.9015384615384616, 0.9352226720647774, 0.9352226720647774, 1.0, 0.967967967967968]
  mean: 0.9336913662, std: 0.1561499876
Accuracy Intime: [0.5714285714285714, 1.0, 1.0, 1.0, 1.0, 0.5714285714285714, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9428571429, std: 0.1456862718
F1 In Time: [0.36363636363636365, 1.0, 1.0, 1.0, 1.0, 0.36363636363636365, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9151515152, std: 0.2163220400
--------------------------------------------------
Subject Number: 25
Accuracy Cross: [0.9090909090909091, 0.9696969696969697, 1.0, 1.0, 0.5454545454545454, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9375, 0.96875, 1.0, 0.96875, 1.0]
  mean: 0.9532828283, std: 0.1122248546
F1 Score: [0.905982905982906, 0.9692451071761417, 1.0, 1.0, 0.35294117647058826, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9352226720647774, 0.9684729064039409, 1.0, 0.9684729064039409, 1.0]
  mean: 0.9400225116, std: 0.1593099138
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.5, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9666666667, std: 0.1247219129
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.3333333333333333, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9555555556, std: 0.1662958839
--------------------------------------------------
Subject Number: 26
Accuracy Cross: [1.0, 0.7575757575757576, 0.9393939393939394, 1.0, 0.9696969696969697, 0.9375, 0.5, 1.0, 0.78125, 1.0, 1.0, 0.90625, 1.0, 0.90625, 0.84375]
  mean: 0.9027777778, std: 0.1329983644
F1 Score: [1.0, 0.7518796992481203, 0.9393382352941176, 1.0, 0.9695852534562213, 0.9352226720647774, 0.4181818181818182, 1.0, 0.7793103448275862, 1.0, 1.0, 0.9015384615384616, 1.0, 0.9015384615384616, 0.8303287380699894]
  mean: 0.8951282456, std: 0.1507287688
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, 0.6666666666666666]
  mean: 0.9722222222, std: 0.0842541716
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, 0.625]
  mean: 0.9694055944, std: 0.0943845483
--------------------------------------------------
Subject Number: 27
Accuracy Cross: [1.0, 0.9696969696969697, 0.9090909090909091, 1.0, 0.6363636363636364, 0.9393939393939394, 1.0, 1.0, 1.0, 0.8181818181818182, 1.0, 0.9375, 0.9375, 0.9375, 0.8125]
  mean: 0.9265151515, std: 0.0979863061
F1 Score: [1.0, 0.9692451071761417, 0.905982905982906, 1.0, 0.5416666666666666, 0.9379699248120301, 1.0, 1.0, 1.0, 0.8035714285714286, 1.0, 0.9352226720647774, 0.9352226720647774, 0.9352226720647774, 0.7922077922077921]
  mean: 0.9170874561, std: 0.1197037997
Accuracy Intime: [1.0, 1.0, 1.0, 0.9166666666666666, 0.5, 1.0, 1.0, 1.0, 0.9166666666666666, 0.5, 1.0, 1.0, 1.0, 1.0, 0.5]
  mean: 0.8888888889, std: 0.1964185503
F1 In Time: [1.0, 1.0, 1.0, 0.916083916083916, 0.3333333333333333, 1.0, 1.0, 1.0, 0.916083916083916, 0.3333333333333333, 1.0, 1.0, 1.0, 1.0, 0.3333333333333333]
  mean: 0.8554778555, std: 0.2625664865
--------------------------------------------------
Subject Number: 28
Accuracy Cross: [0.875, 0.90625, 0.96875, 0.9375, 0.5625, 0.9375, 1.0, 1.0, 1.0, 1.0, 0.6875, 0.9375, 0.8125, 0.9375, 0.8125]
  mean: 0.8916666667, std: 0.1222971677
F1 Score: [0.8666666666666667, 0.9015384615384616, 0.967967967967968, 0.9352226720647774, 0.36, 0.9352226720647774, 1.0, 1.0, 1.0, 1.0, 0.6135265700483092, 0.9352226720647774, 0.8117647058823529, 0.9352226720647774, 0.8117647058823529]
  mean: 0.8716079844, std: 0.1688869506
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.5, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8333333333333334]
  mean: 0.9500000000, std: 0.1283802223
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.3333333333333333, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8285714285714285]
  mean: 0.9385325785, std: 0.1681666733
--------------------------------------------------
Subject Number: 29
Accuracy Cross: [1.0, 0.9375, 0.875, 0.90625, 0.9375, 1.0, 0.96875, 1.0, 0.90625, 0.90625, 1.0, 0.9696969696969697, 1.0, 1.0, 0.6363636363636364]
  mean: 0.9362373737, std: 0.0905339130
F1 Score: [1.0, 0.9352226720647774, 0.8666666666666667, 0.9015384615384616, 0.9352226720647774, 1.0, 0.967967967967968, 1.0, 0.9015384615384616, 0.9015384615384616, 1.0, 0.9692451071761417, 1.0, 1.0, 0.5416666666666666]
  mean: 0.9280404758, std: 0.1124345048
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8333333333333334, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 0.5]
  mean: 0.9444444444, std: 0.1314684396
F1 In Time: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8285714285714285, 0.8285714285714285, 1.0, 1.0, 1.0, 1.0, 0.3333333333333333]
  mean: 0.9326984127, std: 0.1703481533
--------------------------------------------------
**************************************************
accuracy_cross_list: [0.9838383838383838, 0.9512626262626261, 0.9858585858585859, 0.9818181818181818, 0.9979166666666667, 0.8733585858585858, 0.9791666666666666, 0.9604166666666667, 0.9229166666666667, 0.9303030303030302, 0.9373737373737374, 0.9386363636363636, 0.8003156565656565, 0.8958333333333334, 0.975, 0.8291666666666667, 0.9265151515151515, 0.9895833333333334, 0.8916666666666667, 0.9032828282828282, 0.86875, 0.8830176767676767, 0.9043560606060607, 0.9479166666666666, 0.9532828282828283, 0.9027777777777779, 0.9265151515151515, 0.8916666666666667, 0.9362373737373737]
f1_score_list: [0.9836163086684908, 0.9487763077672157, 0.9851676403064124, 0.9814529130213224, 0.9978645311978646, 0.8624092960846976, 0.9784261765338595, 0.9577970438140867, 0.9074118929128524, 0.926955756827398, 0.9368408640408791, 0.934502440928738, 0.7558138126049018, 0.8768673908407342, 0.973487502915867, 0.7894283994081419, 0.9170874561074196, 0.9891174089068825, 0.8792548021344151, 0.8922986664989605, 0.8574166105903772, 0.8782418567581913, 0.9005135341916365, 0.9336913661898536, 0.9400225116334863, 0.8951282456146369, 0.9170874561074196, 0.8716079844163481, 0.9280404758148254]
accuracy_intime_list: [0.9888888888888889, 0.9841269841269842, 0.9714285714285714, 0.9944444444444444, 1.0, 0.8833333333333333, 1.0, 0.961111111111111, 0.9301587301587302, 0.9738095238095238, 0.9833333333333332, 0.9444444444444444, 0.9047619047619048, 0.9380952380952381, 1.0, 0.8436507936507937, 0.8888888888888888, 0.961111111111111, 0.8912698412698412, 0.8666666666666668, 0.8944444444444445, 0.8944444444444444, 0.9111111111111111, 0.9428571428571428, 0.9666666666666667, 0.9722222222222221, 0.8888888888888888, 0.95, 0.9444444444444445]
f1_in_time_list: [0.9885714285714287, 0.9835803412274001, 0.9575757575757575, 0.9944055944055944, 1.0, 0.8496436896436897, 1.0, 0.9592313568784158, 0.9151940978411567, 0.9714783691254281, 0.9832167832167832, 0.932938172938173, 0.8686868686868686, 0.9227750027750029, 1.0, 0.7987771814242403, 0.8554778554778556, 0.9488328664799254, 0.867396214896215, 0.8324556489262371, 0.8704761904761906, 0.8610722610722611, 0.8877389277389278, 0.9151515151515152, 0.9555555555555555, 0.9694055944055945, 0.8554778554778556, 0.9385325785325785, 0.9326984126984128]
**************************************************
Mean Accuracy: 0.9265086207
Mean F1: 0.9171147122
Std Accuracy: 0.0476371450
Std F1: 0.0566849119
Mean Accuracy (Intime): 0.9405035577
Std Accuracy (Intime): 0.0442134129
Mean F1 (Intime): 0.9247015904
Std F1 (Intime): 0.0574459839
ACC: 92.65±4.76
F1: 91.71±5.67
Intime: 94.05±4.42
F1 (Intime): 92.47±5.74
