Learning Rate: 0.001

Subject Number: 1
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 0.8181818181818182, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.90625]
  mean: 0.9816287879, std: 0.0495206302
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 0.8166666666666667, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9015384615384616]
  mean: 0.9812136752, std: 0.0503401071
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: [1.0, 1.0, 0.9696969696969697, 1.0, 0.9696969696969697, 1.0, 1.0, 1.0, 1.0, 0.96875, 0.9090909090909091, 0.8484848484848485, 1.0, 0.9696969696969697, 1.0]
  mean: 0.9756944444, std: 0.0417063440
F1 Score: [1.0, 1.0, 0.9695852534562213, 1.0, 0.9692451071761417, 1.0, 1.0, 1.0, 1.0, 0.967967967967968, 0.9090909090909091, 0.8390243902439025, 1.0, 0.9692451071761417, 1.0]
  mean: 0.9749439157, std: 0.0436679395
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: 3
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9696969696969697, 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, 1.0, 1.0, 1.0, 1.0, 0.9692451071761417, 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: 4
Accuracy Cross: [0.9696969696969697, 1.0, 1.0, 0.9696969696969697, 0.9393939393939394, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9696969696969697, 1.0, 0.9393939393939394, 0.9696969696969697, 1.0]
  mean: 0.9838383838, std: 0.0217582416
F1 Score: [0.9695852534562213, 1.0, 1.0, 0.9692451071761417, 0.9393382352941176, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9695852534562213, 1.0, 0.9379699248120301, 0.9695852534562213, 1.0]
  mean: 0.9836872685, std: 0.0219955081
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, 0.96875, 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, 1.0, 0.967967967967968, 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: [0.65625, 0.75, 0.8125, 0.65625, 0.90625, 0.8484848484848485, 0.8181818181818182, 0.9090909090909091, 0.7575757575757576, 0.7575757575757576, 0.9090909090909091, 1.0, 1.0, 1.0, 1.0]
  mean: 0.8520833333, std: 0.1168092399
F1 Score: [0.6389743589743591, 0.7090909090909091, 0.7922077922077921, 0.6476476476476476, 0.906158357771261, 0.8390243902439025, 0.8035714285714286, 0.9090909090909091, 0.7272727272727273, 0.7272727272727273, 0.905982905982906, 1.0, 1.0, 1.0, 1.0]
  mean: 0.8404196103, std: 0.1263530700
Accuracy Intime: [1.0, 1.0, 0.7857142857142857, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 0.75, 0.5833333333333334, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9357142857, std: 0.1230133128
F1 In Time: [1.0, 1.0, 0.7543859649122806, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 0.7333333333333334, 0.4957983193277311, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9266401022, std: 0.1442159238
--------------------------------------------------
Subject Number: 7
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 0.90625, 0.96875, 0.9375, 0.9375, 1.0, 1.0, 0.9375, 1.0, 1.0, 1.0]
  mean: 0.9791666667, std: 0.0315953144
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 0.9015384615384616, 0.967967967967968, 0.9352226720647774, 0.9352226720647774, 1.0, 1.0, 0.9352226720647774, 1.0, 1.0, 1.0]
  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: 8
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.96875, 0.96875, 1.0, 1.0, 0.96875, 1.0, 1.0, 1.0]
  mean: 0.9937500000, std: 0.0125000000
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.967967967967968, 0.967967967967968, 1.0, 1.0, 0.967967967967968, 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, 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: [0.9375, 1.0, 1.0, 0.96875, 1.0, 0.96875, 0.9375, 0.96875, 1.0, 0.84375, 0.96875, 1.0, 0.9375, 1.0, 0.96875]
  mean: 0.9666666667, std: 0.0402897492
F1 Score: [0.9372549019607843, 1.0, 1.0, 0.9684729064039409, 1.0, 0.967967967967968, 0.9352226720647774, 0.967967967967968, 1.0, 0.8303287380699894, 0.967967967967968, 1.0, 0.9352226720647774, 1.0, 0.967967967967968]
  mean: 0.9652249175, std: 0.0432635762
Accuracy Intime: [0.9285714285714286, 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, 0.8333333333333334]
  mean: 0.9841269841, std: 0.0440458315
F1 In Time: [0.9251336898395721, 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, 0.8285714285714285]
  mean: 0.9835803412, std: 0.0454229322
--------------------------------------------------
Subject Number: 10
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.96875, 0.90625, 1.0, 1.0, 0.9696969696969697, 1.0, 1.0, 1.0, 0.9696969696969697]
  mean: 0.9876262626, std: 0.0249072033
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9684729064039409, 0.906158357771261, 1.0, 1.0, 0.9692451071761417, 1.0, 1.0, 1.0, 0.9692451071761417]
  mean: 0.9875414319, std: 0.0249849282
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.75, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9833333333, std: 0.0623609564
F1 In Time: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.7333333333333334, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9822222222, std: 0.0665183535
--------------------------------------------------
Subject Number: 11
Accuracy Cross: [0.9696969696969697, 1.0, 0.8484848484848485, 0.9393939393939394, 0.9393939393939394, 0.9696969696969697, 0.9393939393939394, 0.9393939393939394, 1.0, 0.9696969696969697, 0.9696969696969697, 0.8787878787878788, 0.9696969696969697, 1.0, 0.8181818181818182]
  mean: 0.9434343434, std: 0.0529123267
F1 Score: [0.9692451071761417, 1.0, 0.8390243902439025, 0.9379699248120301, 0.9379699248120301, 0.9695852534562213, 0.9379699248120301, 0.9393382352941176, 1.0, 0.9695852534562213, 0.9695852534562213, 0.8786764705882353, 0.9695852534562213, 1.0, 0.8166666666666667]
  mean: 0.9423467772, std: 0.0543165883
Accuracy Intime: [1.0, 0.9285714285714286, 0.9285714285714286, 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: 0.9904761905, std: 0.0242810453
F1 In Time: [1.0, 0.9251336898395721, 0.9251336898395721, 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: 0.9900178253, std: 0.0254496518
--------------------------------------------------
Subject Number: 12
Accuracy Cross: [1.0, 0.8125, 0.8125, 0.875, 1.0, 0.9393939393939394, 0.9696969696969697, 0.9090909090909091, 0.8787878787878788, 0.9393939393939394, 0.9375, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9382575758, std: 0.0652600693
F1 Score: [1.0, 0.7922077922077921, 0.7922077922077921, 0.8666666666666667, 1.0, 0.9379699248120301, 0.9692451071761417, 0.905982905982906, 0.8730769230769231, 0.9379699248120301, 0.9372549019607843, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9341721293, std: 0.0714890692
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: 13
Accuracy Cross: [0.4375, 0.96875, 0.875, 0.4375, 1.0, 0.9393939393939394, 1.0, 0.9393939393939394, 0.5757575757575758, 0.8181818181818182, 1.0, 1.0, 1.0, 1.0, 0.96875]
  mean: 0.8640151515, std: 0.1988966423
F1 Score: [0.30434782608695654, 0.9684729064039409, 0.875, 0.30434782608695654, 1.0, 0.9393382352941176, 1.0, 0.9393382352941176, 0.5227272727272727, 0.8035714285714286, 1.0, 1.0, 1.0, 1.0, 0.9684729064039409]
  mean: 0.8417077758, std: 0.2426744768
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 1.0000000000, std: 0.0000000000
F1 In Time: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 1.0000000000, std: 0.0000000000
--------------------------------------------------
Subject Number: 14
Accuracy Cross: [1.0, 1.0, 0.9375, 0.9375, 1.0, 1.0, 1.0, 1.0, 1.0, 0.875, 0.9375, 0.96875, 0.875, 0.96875, 0.9375]
  mean: 0.9625000000, std: 0.0429995155
F1 Score: [1.0, 1.0, 0.9372549019607843, 0.9352226720647774, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8666666666666667, 0.9352226720647774, 0.967967967967968, 0.8666666666666667, 0.967967967967968, 0.9352226720647774]
  mean: 0.9608128125, std: 0.0455326818
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 0.5, 1.0, 1.0, 1.0, 1.0, 1.0]
  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, 0.916083916083916, 0.3333333333333333, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9499611500, std: 0.1661180415
--------------------------------------------------
Subject Number: 15
Accuracy Cross: [1.0, 1.0, 1.0, 0.96875, 0.96875, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9958333333, std: 0.0106229573
F1 Score: [1.0, 1.0, 1.0, 0.967967967967968, 0.967967967967968, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9957290624, std: 0.0108887971
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, 0.9375, 1.0, 0.9375, 1.0, 0.875, 0.90625, 0.6875, 0.75, 0.9375, 0.875, 0.90625, 0.96875, 0.9375, 0.84375]
  mean: 0.9041666667, std: 0.0865022479
F1 Score: [1.0, 0.9352226720647774, 1.0, 0.9372549019607843, 1.0, 0.875, 0.9015384615384616, 0.6135265700483092, 0.7090909090909091, 0.9352226720647774, 0.8666666666666667, 0.906158357771261, 0.967967967967968, 0.9365079365079365, 0.8358974358974359]
  mean: 0.8946703034, std: 0.1044970300
Accuracy Intime: [1.0, 0.9285714285714286, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.75, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9785714286, std: 0.0636209010
F1 In Time: [1.0, 0.9251336898395721, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.7333333333333334, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9772311349, std: 0.0677936857
--------------------------------------------------
Subject Number: 17
Accuracy Cross: [0.9696969696969697, 1.0, 1.0, 1.0, 1.0, 0.9696969696969697, 1.0, 0.9090909090909091, 1.0, 0.8181818181818182, 1.0, 1.0, 1.0, 0.96875, 0.84375]
  mean: 0.9652777778, std: 0.0580028710
F1 Score: [0.9692451071761417, 1.0, 1.0, 1.0, 1.0, 0.9695852534562213, 1.0, 0.9090909090909091, 1.0, 0.8035714285714286, 1.0, 1.0, 1.0, 0.967967967967968, 0.8303287380699894]
  mean: 0.9633192936, std: 0.0623708488
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, 0.8333333333333334]
  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, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8285714285714285]
  mean: 0.9885714286, std: 0.0427617987
--------------------------------------------------
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: [0.8125, 0.96875, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8125, 0.90625, 0.90625, 0.90625, 0.875, 0.84375]
  mean: 0.9354166667, std: 0.0707720323
F1 Score: [0.8, 0.9684729064039409, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.7922077922077921, 0.9054187192118226, 0.9015384615384616, 0.9015384615384616, 0.8666666666666667, 0.8303287380699894]
  mean: 0.9310781164, std: 0.0765154674
Accuracy Intime: [1.0, 1.0, 1.0, 0.75, 0.75, 1.0, 1.0, 1.0, 1.0, 0.5, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9333333333, std: 0.1433720878
F1 In Time: [1.0, 1.0, 1.0, 0.7333333333333334, 0.7333333333333334, 1.0, 1.0, 1.0, 1.0, 0.3333333333333333, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9200000000, std: 0.1808621329
--------------------------------------------------
Subject Number: 20
Accuracy Cross: [0.96875, 0.9375, 0.90625, 0.9375, 1.0, 1.0, 0.96875, 1.0, 0.9375, 0.9375, 0.9090909090909091, 0.8181818181818182, 0.8484848484848485, 0.7878787878787878, 1.0]
  mean: 0.9304924242, std: 0.0648959192
F1 Score: [0.967967967967968, 0.9352226720647774, 0.9015384615384616, 0.9352226720647774, 1.0, 1.0, 0.967967967967968, 1.0, 0.9352226720647774, 0.9352226720647774, 0.905982905982906, 0.8035714285714286, 0.8390243902439025, 0.7746341463414634, 1.0]
  mean: 0.9267718638, std: 0.0693888075
Accuracy Intime: [1.0, 1.0, 1.0, 0.75, 1.0, 1.0, 1.0, 1.0, 0.8333333333333334, 0.5833333333333334, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0]
  mean: 0.9388888889, std: 0.1196703290
F1 In Time: [1.0, 1.0, 1.0, 0.7333333333333334, 1.0, 1.0, 1.0, 1.0, 0.8285714285714285, 0.4957983193277311, 1.0, 1.0, 1.0, 0.916083916083916, 1.0]
  mean: 0.9315857998, std: 0.1394160604
--------------------------------------------------
Subject Number: 21
Accuracy Cross: [0.875, 0.8125, 0.875, 0.875, 0.8125, 1.0, 0.75, 0.9375, 0.96875, 0.9375, 0.9375, 0.875, 0.84375, 0.75, 1.0]
  mean: 0.8833333333, std: 0.0777839779
F1 Score: [0.873015873015873, 0.7922077922077921, 0.8666666666666667, 0.8666666666666667, 0.7922077922077921, 1.0, 0.7090909090909091, 0.9372549019607843, 0.967967967967968, 0.9372549019607843, 0.9372549019607843, 0.875, 0.8435972629521017, 0.746031746031746, 1.0]
  mean: 0.8762811588, std: 0.0858262333
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9285714285714286, 1.0, 0.75, 1.0, 1.0, 1.0, 1.0, 0.75, 1.0]
  mean: 0.9619047619, std: 0.0849836586
F1 In Time: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9251336898395721, 1.0, 0.7333333333333334, 1.0, 1.0, 1.0, 1.0, 0.7333333333333334, 1.0]
  mean: 0.9594533571, std: 0.0906152058
--------------------------------------------------
Subject Number: 22
Accuracy Cross: [1.0, 0.96875, 1.0, 0.96875, 1.0, 0.9393939393939394, 0.8484848484848485, 0.9393939393939394, 0.9090909090909091, 0.8484848484848485, 0.90625, 0.9375, 0.96875, 1.0, 0.9375]
  mean: 0.9448232323, std: 0.0485719047
F1 Score: [1.0, 0.967967967967968, 1.0, 0.9684729064039409, 1.0, 0.9379699248120301, 0.847926267281106, 0.9379699248120301, 0.905982905982906, 0.8390243902439025, 0.9015384615384616, 0.9352226720647774, 0.967967967967968, 1.0, 0.9352226720647774]
  mean: 0.9430177374, std: 0.0503338896
Accuracy Intime: [1.0, 1.0, 1.0, 0.9166666666666666, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 0.5, 1.0, 1.0, 1.0, 1.0, 0.5833333333333334]
  mean: 0.9277777778, std: 0.1547598697
F1 In Time: [1.0, 1.0, 1.0, 0.916083916083916, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 0.3333333333333333, 1.0, 1.0, 1.0, 1.0, 0.4957983193277311]
  mean: 0.9107532990, std: 0.1988756719
--------------------------------------------------
Subject Number: 23
Accuracy Cross: [0.9393939393939394, 1.0, 1.0, 0.8787878787878788, 0.9696969696969697, 0.96875, 0.90625, 0.96875, 1.0, 0.90625, 0.9393939393939394, 0.9696969696969697, 1.0, 0.9696969696969697, 0.9393939393939394]
  mean: 0.9570707071, std: 0.0368364585
F1 Score: [0.9379699248120301, 1.0, 1.0, 0.8730769230769231, 0.9692451071761417, 0.967967967967968, 0.9039039039039038, 0.9684729064039409, 1.0, 0.9039039039039038, 0.9388888888888889, 0.9692451071761417, 1.0, 0.9692451071761417, 0.9379699248120301]
  mean: 0.9559926444, std: 0.0381368622
Accuracy Intime: [1.0, 1.0, 1.0, 0.5, 0.75, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8333333333333334]
  mean: 0.9388888889, std: 0.1376612410
F1 In Time: [1.0, 1.0, 1.0, 0.3333333333333333, 0.7333333333333334, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8285714285714285]
  mean: 0.9263492063, std: 0.1757985058
--------------------------------------------------
Subject Number: 24
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 0.96875, 1.0, 0.96875, 0.96875, 0.96875, 1.0, 0.75, 0.90625, 0.90625, 0.875]
  mean: 0.9541666667, std: 0.0673790068
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 0.9684729064039409, 1.0, 0.9684729064039409, 0.9684729064039409, 0.9684729064039409, 1.0, 0.7090909090909091, 0.9015384615384616, 0.9015384615384616, 0.8666666666666667]
  mean: 0.9501817416, std: 0.0768301909
Accuracy Intime: [0.9285714285714286, 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: 0.9952380952, std: 0.0178174161
F1 In Time: [0.9251336898395721, 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: 0.9950089127, std: 0.0186749388
--------------------------------------------------
Subject Number: 25
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, 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: 26
Accuracy Cross: [1.0, 0.9393939393939394, 1.0, 0.9090909090909091, 1.0, 1.0, 0.96875, 1.0, 1.0, 0.9375, 1.0, 0.9375, 1.0, 0.9375, 0.96875]
  mean: 0.9732323232, std: 0.0314767688
F1 Score: [1.0, 0.9393382352941176, 1.0, 0.9090909090909091, 1.0, 1.0, 0.967967967967968, 1.0, 1.0, 0.9352226720647774, 1.0, 0.9352226720647774, 1.0, 0.9352226720647774, 0.967967967967968]
  mean: 0.9726688731, std: 0.0320206848
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: 27
Accuracy Cross: [0.9696969696969697, 1.0, 1.0, 1.0, 1.0, 0.9696969696969697, 1.0, 0.9090909090909091, 1.0, 0.8181818181818182, 1.0, 1.0, 1.0, 0.96875, 0.84375]
  mean: 0.9652777778, std: 0.0580028710
F1 Score: [0.9692451071761417, 1.0, 1.0, 1.0, 1.0, 0.9695852534562213, 1.0, 0.9090909090909091, 1.0, 0.8035714285714286, 1.0, 1.0, 1.0, 0.967967967967968, 0.8303287380699894]
  mean: 0.9633192936, std: 0.0623708488
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, 0.8333333333333334]
  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, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8285714285714285]
  mean: 0.9885714286, std: 0.0427617987
--------------------------------------------------
Subject Number: 28
Accuracy Cross: [0.875, 0.96875, 0.9375, 0.9375, 0.96875, 1.0, 1.0, 1.0, 0.96875, 0.96875, 1.0, 0.75, 0.59375, 0.9375, 1.0]
  mean: 0.9270833333, std: 0.1092509217
F1 Score: [0.8666666666666667, 0.967967967967968, 0.9352226720647774, 0.9352226720647774, 0.967967967967968, 1.0, 1.0, 1.0, 0.9684729064039409, 0.967967967967968, 1.0, 0.746031746031746, 0.5588547189819725, 0.9352226720647774, 1.0]
  mean: 0.9233065305, std: 0.1169954143
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, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8787878787878788, 0.5454545454545454, 0.5454545454545454, 1.0, 1.0]
  mean: 0.9313131313, std: 0.1543042946
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8786764705882353, 0.35294117647058826, 0.35294117647058826, 1.0, 1.0]
  mean: 0.9056372549, std: 0.2188644521
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 0.5714285714285714, 0.6666666666666666, 1.0, 1.0]
  mean: 0.9436507937, std: 0.1301538907
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, 0.36363636363636365, 0.4, 1.0, 1.0]
  mean: 0.9119813520, std: 0.2090919018
--------------------------------------------------
**************************************************
accuracy_cross_list: [0.9816287878787879, 0.9756944444444443, 0.997979797979798, 0.9838383838383838, 0.9979166666666667, 0.8520833333333333, 0.9791666666666666, 0.99375, 0.9666666666666667, 0.9876262626262625, 0.9434343434343434, 0.9382575757575757, 0.8640151515151515, 0.9625, 0.9958333333333333, 0.9041666666666667, 0.9652777777777778, 1.0, 0.9354166666666667, 0.9304924242424241, 0.8833333333333333, 0.9448232323232323, 0.9570707070707072, 0.9541666666666667, 1.0, 0.9732323232323232, 0.9652777777777778, 0.9270833333333334, 0.9313131313131312]
f1_score_list: [0.9812136752136752, 0.9749439156740856, 0.9979496738117428, 0.9836872685100636, 0.9978645311978646, 0.8404196102751046, 0.9783449630467174, 0.9935935935935937, 0.9652249174957428, 0.9875414319018323, 0.942346777215336, 0.9341721292602044, 0.8417077757912489, 0.9608128124949591, 0.995729062395729, 0.8946703034386193, 0.9633192936221773, 1.0, 0.9310781163758091, 0.9267718637915472, 0.8762811588459911, 0.9430177374093245, 0.9559926443532009, 0.9501817416300175, 1.0, 0.9726688731010196, 0.9633192936221773, 0.9233065305455042, 0.9056372549019609]
accuracy_intime_list: [1.0, 0.9944444444444444, 1.0, 1.0, 1.0, 0.9357142857142857, 1.0, 1.0, 0.9841269841269842, 0.9833333333333333, 0.9904761904761905, 0.9888888888888889, 1.0, 0.961111111111111, 1.0, 0.9785714285714285, 0.9888888888888889, 1.0, 0.9333333333333333, 0.9388888888888889, 0.9619047619047619, 0.9277777777777777, 0.9388888888888889, 0.9952380952380953, 0.9944444444444444, 0.9888888888888889, 0.9888888888888889, 0.9944444444444444, 0.9436507936507935]
f1_in_time_list: [1.0, 0.9944055944055944, 1.0, 1.0, 1.0, 0.9266401022438174, 1.0, 1.0, 0.9835803412274001, 0.9822222222222223, 0.9900178253119429, 0.9885714285714287, 1.0, 0.94996114996115, 1.0, 0.9772311348781938, 0.9885714285714287, 1.0, 0.92, 0.931585799821094, 0.9594533571004159, 0.9107532989885931, 0.9263492063492064, 0.9950089126559715, 0.9944055944055944, 0.9885714285714287, 0.9885714285714287, 0.9944055944055944, 0.911981351981352]
**************************************************
Mean Accuracy: 0.9548981191
Mean F1: 0.9510964465
Std Accuracy: 0.0392598135
Std F1: 0.0439087098
Mean Accuracy (Intime): 0.9797208539
Std Accuracy (Intime): 0.0243280396
Mean F1 (Intime): 0.9759409379
Std F1 (Intime): 0.0304027254
ACC: 95.49±3.93
F1: 95.11±4.39
Intime: 97.97±2.43
F1 (Intime): 97.59±3.04
