Learning Rate: 0.001

Subject Number: 1
Accuracy Cross: [0.84375, 0.875, 0.96875, 0.9375, 0.9375, 0.9696969696969697, 0.9393939393939394, 0.9393939393939394, 0.9696969696969697, 0.9696969696969697, 0.8125, 0.90625, 0.9375, 0.90625, 0.9375]
  mean: 0.9233585859, std: 0.0457292136
F1 Score: [0.8435972629521017, 0.8704453441295547, 0.967967967967968, 0.9365079365079365, 0.9372549019607843, 0.9692451071761417, 0.9379699248120301, 0.9379699248120301, 0.9692451071761417, 0.9692451071761417, 0.8117647058823529, 0.906158357771261, 0.9372549019607843, 0.906158357771261, 0.9372549019607843]
  mean: 0.9225359873, std: 0.0459582025
Accuracy Intime: [0.9285714285714286, 0.9285714285714286, 1.0, 1.0, 1.0, 0.9285714285714286, 0.9285714285714286, 1.0, 1.0, 0.9166666666666666, 0.9285714285714286, 0.9285714285714286, 1.0, 1.0, 0.9166666666666666]
  mean: 0.9603174603, std: 0.0373100294
F1 In Time: [0.9282051282051282, 0.9251336898395721, 1.0, 1.0, 1.0, 0.9282051282051282, 0.9251336898395721, 1.0, 1.0, 0.916083916083916, 0.9251336898395721, 0.9251336898395721, 1.0, 1.0, 0.916083916083916]
  mean: 0.9592741899, std: 0.0382394290
--------------------------------------------------
Subject Number: 2
Accuracy Cross: [0.7575757575757576, 0.7878787878787878, 0.7272727272727273, 0.7575757575757576, 0.696969696969697, 0.90625, 0.96875, 0.875, 0.75, 0.875, 0.42424242424242425, 0.8181818181818182, 0.5151515151515151, 0.42424242424242425, 0.6363636363636364]
  mean: 0.7280303030, std: 0.1604380941
F1 Score: [0.7461538461538462, 0.7847157502329916, 0.7262672811059908, 0.7461538461538462, 0.6944444444444444, 0.906158357771261, 0.9684729064039409, 0.875, 0.746031746031746, 0.875, 0.2978723404255319, 0.8139097744360901, 0.4260869565217391, 0.2978723404255319, 0.6278195488721805]
  mean: 0.7021306093, std: 0.2011077432
Accuracy Intime: [0.9285714285714286, 0.9285714285714286, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 0.7142857142857143, 1.0, 0.9166666666666666, 1.0]
  mean: 0.9547619048, std: 0.0739246414
F1 In Time: [0.9251336898395721, 0.9282051282051282, 0.9111111111111111, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 0.65, 1.0, 0.916083916083916, 1.0]
  mean: 0.9497745174, std: 0.0884705353
--------------------------------------------------
Subject Number: 3
Accuracy Cross: [0.96875, 0.9375, 0.9375, 0.875, 0.96875, 1.0, 0.9696969696969697, 0.9393939393939394, 0.9696969696969697, 0.9393939393939394, 0.8787878787878788, 0.9090909090909091, 0.8181818181818182, 0.8787878787878788, 0.8484848484848485]
  mean: 0.9226010101, std: 0.0505820909
F1 Score: [0.967967967967968, 0.9365079365079365, 0.9352226720647774, 0.873015873015873, 0.967967967967968, 1.0, 0.9692451071761417, 0.9388888888888889, 0.9695852534562213, 0.9379699248120301, 0.8759398496240601, 0.905982905982906, 0.8166666666666667, 0.8730769230769231, 0.8390243902439025]
  mean: 0.9204708218, std: 0.0521843789
Accuracy Intime: [0.9285714285714286, 1.0, 1.0, 1.0, 1.0, 0.9285714285714286, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666]
  mean: 0.9793650794, std: 0.0343569219
F1 In Time: [0.9251336898395721, 1.0, 1.0, 1.0, 1.0, 0.9251336898395721, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 0.916083916083916]
  mean: 0.9788290141, std: 0.0351857807
--------------------------------------------------
Subject Number: 4
Accuracy Cross: [0.9090909090909091, 0.8787878787878788, 0.8787878787878788, 0.9393939393939394, 0.8787878787878788, 0.8181818181818182, 0.8181818181818182, 0.7272727272727273, 0.7878787878787878, 0.9090909090909091, 0.7272727272727273, 0.9090909090909091, 0.6363636363636364, 0.48484848484848486, 0.8181818181818182]
  mean: 0.8080808081, std: 0.1184879054
F1 Score: [0.905982905982906, 0.8777777777777778, 0.8759398496240601, 0.9379699248120301, 0.8759398496240601, 0.8166666666666667, 0.8166666666666667, 0.7262672811059908, 0.7878787878787878, 0.905982905982906, 0.7272727272727273, 0.905982905982906, 0.6360294117647058, 0.4771668219944082, 0.8180147058823529]
  mean: 0.8061026126, std: 0.1190567649
Accuracy Intime: [1.0, 0.9285714285714286, 0.9285714285714286, 1.0, 1.0, 0.7857142857142857, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9285714285714286, 1.0, 1.0]
  mean: 0.9714285714, std: 0.0571428571
F1 In Time: [1.0, 0.9251336898395721, 0.9251336898395721, 1.0, 1.0, 0.7846153846153847, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9282051282051282, 1.0, 1.0]
  mean: 0.9708725262, std: 0.0577516632
--------------------------------------------------
Subject Number: 5
Accuracy Cross: [0.90625, 0.9375, 0.9375, 0.90625, 0.90625, 0.8125, 0.6875, 0.84375, 0.84375, 0.78125, 0.84375, 0.90625, 0.84375, 0.84375, 0.75]
  mean: 0.8500000000, std: 0.0686552377
F1 Score: [0.906158357771261, 0.9352226720647774, 0.9352226720647774, 0.9015384615384616, 0.9015384615384616, 0.8117647058823529, 0.6761133603238867, 0.8435972629521017, 0.8435972629521017, 0.7793103448275862, 0.8398398398398399, 0.9039039039039038, 0.8398398398398399, 0.8303287380699894, 0.75]
  mean: 0.8465317256, std: 0.0698035943
Accuracy Intime: [1.0, 0.9285714285714286, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 0.9285714285714286, 0.8333333333333334, 1.0, 1.0]
  mean: 0.9682539683, std: 0.0494998925
F1 In Time: [1.0, 0.9282051282051282, 0.9111111111111111, 1.0, 1.0, 1.0, 1.0, 0.8991596638655461, 1.0, 1.0, 1.0, 0.9282051282051282, 0.8125, 1.0, 1.0]
  mean: 0.9652787354, std: 0.0550465088
--------------------------------------------------
Subject Number: 6
Accuracy Cross: [0.84375, 0.625, 0.84375, 0.8125, 0.75, 0.6363636363636364, 0.7272727272727273, 0.7575757575757576, 0.7878787878787878, 0.5757575757575758, 0.9090909090909091, 0.8181818181818182, 0.9090909090909091, 0.8181818181818182, 0.8181818181818182]
  mean: 0.7755050505, std: 0.0956382928
F1 Score: [0.8435972629521017, 0.611336032388664, 0.8435972629521017, 0.8125, 0.746031746031746, 0.6360294117647058, 0.6996966632962589, 0.7573529411764706, 0.7870967741935484, 0.5722222222222222, 0.9087557603686636, 0.8180147058823529, 0.9090909090909091, 0.8166666666666667, 0.8180147058823529]
  mean: 0.7720002043, std: 0.0987168011
Accuracy Intime: [1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 0.9285714285714286, 1.0, 0.9166666666666666, 0.75, 0.9166666666666666, 1.0, 1.0, 0.9166666666666666, 0.6666666666666666, 0.75]
  mean: 0.9119047619, std: 0.1075213772
F1 In Time: [1.0, 1.0, 1.0, 0.8285714285714285, 1.0, 0.9251336898395721, 1.0, 0.8991596638655461, 0.7482517482517483, 0.916083916083916, 1.0, 1.0, 0.8991596638655461, 0.625, 0.7482517482517483]
  mean: 0.9059741239, std: 0.1146410512
--------------------------------------------------
Subject Number: 7
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 0.875, 1.0, 1.0, 1.0, 1.0, 0.90625, 0.875, 0.875, 0.90625, 0.875]
  mean: 0.9541666667, std: 0.0569020845
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 0.8666666666666667, 1.0, 1.0, 1.0, 1.0, 0.9015384615384616, 0.8666666666666667, 0.8666666666666667, 0.9039039039039038, 0.8666666666666667]
  mean: 0.9514739355, std: 0.0603978815
Accuracy Intime: [1.0, 1.0, 1.0, 0.9166666666666666, 0.9166666666666666, 0.9285714285714286, 1.0, 0.9166666666666666, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9730158730, std: 0.0382602247
F1 In Time: [1.0, 1.0, 1.0, 0.916083916083916, 0.916083916083916, 0.9251336898395721, 1.0, 0.9111111111111111, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9722997699, std: 0.0392618434
--------------------------------------------------
Subject Number: 8
Accuracy Cross: [0.8125, 0.6875, 0.8125, 0.65625, 0.625, 0.75, 0.84375, 0.8125, 0.84375, 0.96875, 0.90625, 0.90625, 0.90625, 0.9375, 0.75]
  mean: 0.8145833333, std: 0.1004330899
F1 Score: [0.8117647058823529, 0.6761133603238867, 0.8117647058823529, 0.6389743589743591, 0.611336032388664, 0.7090909090909091, 0.8423645320197044, 0.8117647058823529, 0.8423645320197044, 0.967967967967968, 0.9039039039039038, 0.9015384615384616, 0.9015384615384616, 0.9352226720647774, 0.7490196078431373]
  mean: 0.8076485945, std: 0.1060743382
Accuracy Intime: [1.0, 0.9285714285714286, 1.0, 0.9166666666666666, 0.75, 0.9285714285714286, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 0.8333333333333334, 0.9166666666666666, 0.9166666666666666]
  mean: 0.9404761905, std: 0.0707641052
F1 In Time: [1.0, 0.9251336898395721, 1.0, 0.916083916083916, 0.7333333333333334, 0.9282051282051282, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 0.7777777777777777, 0.916083916083916, 0.916083916083916]
  mean: 0.9352523729, std: 0.0802234810
--------------------------------------------------
Subject Number: 9
Accuracy Cross: [0.78125, 0.84375, 0.8125, 0.8125, 0.84375, 0.96875, 0.9375, 0.96875, 0.96875, 0.90625, 0.875, 0.84375, 0.84375, 0.65625, 0.8125]
  mean: 0.8583333333, std: 0.0813834374
F1 Score: [0.7810361681329423, 0.8435972629521017, 0.8125, 0.8056680161943319, 0.8435972629521017, 0.9684729064039409, 0.9365079365079365, 0.9684729064039409, 0.967967967967968, 0.9039039039039038, 0.875, 0.8423645320197044, 0.8423645320197044, 0.6559139784946236, 0.8]
  mean: 0.8564911583, std: 0.0820023930
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 1.0, 0.8333333333333334, 0.9166666666666666, 1.0, 1.0, 0.9166666666666666, 0.75, 0.8333333333333334]
  mean: 0.9388888889, std: 0.0831479419
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.8285714285714285, 1.0, 1.0, 1.0, 0.8285714285714285, 0.916083916083916, 1.0, 1.0, 0.9111111111111111, 0.7333333333333334, 0.8285714285714285]
  mean: 0.9364161764, std: 0.0870149339
--------------------------------------------------
Subject Number: 10
Accuracy Cross: [0.8125, 0.875, 0.84375, 0.8125, 0.875, 0.9375, 0.9375, 0.8125, 0.84375, 0.625, 0.9090909090909091, 0.7575757575757576, 0.9696969696969697, 0.9090909090909091, 0.9393939393939394]
  mean: 0.8573232323, std: 0.0850585217
F1 Score: [0.8117647058823529, 0.8745098039215686, 0.8435972629521017, 0.8, 0.8666666666666667, 0.9365079365079365, 0.9352226720647774, 0.7922077922077921, 0.8303287380699894, 0.5, 0.905982905982906, 0.7272727272727273, 0.9692451071761417, 0.905982905982906, 0.9379699248120301]
  mean: 0.8424839433, std: 0.1120403967
Accuracy Intime: [1.0, 1.0, 1.0, 0.9166666666666666, 0.9166666666666666, 0.8571428571428571, 1.0, 0.9166666666666666, 1.0, 0.8333333333333334, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0]
  mean: 0.9571428571, std: 0.0568112069
F1 In Time: [1.0, 1.0, 1.0, 0.916083916083916, 0.916083916083916, 0.8571428571428571, 1.0, 0.8991596638655461, 1.0, 0.8285714285714285, 1.0, 1.0, 1.0, 0.916083916083916, 1.0]
  mean: 0.9555417132, std: 0.0585618364
--------------------------------------------------
Subject Number: 11
Accuracy Cross: [0.48484848484848486, 0.7575757575757576, 0.6060606060606061, 0.6363636363636364, 0.6060606060606061, 0.8181818181818182, 0.8787878787878788, 0.8181818181818182, 0.7272727272727273, 0.8787878787878788, 0.7575757575757576, 0.8484848484848485, 0.9393939393939394, 0.8484848484848485, 0.9696969696969697]
  mean: 0.7717171717, std: 0.1327197390
F1 Score: [0.40634920634920635, 0.7555555555555555, 0.5814634146341464, 0.6360294117647058, 0.5814634146341464, 0.8096153846153846, 0.8777777777777778, 0.8139097744360901, 0.717948717948718, 0.8777777777777778, 0.7518796992481203, 0.8484848484848485, 0.9388888888888889, 0.8433048433048433, 0.9695852534562213]
  mean: 0.7606689313, std: 0.1482887149
Accuracy Intime: [1.0, 0.9285714285714286, 0.9285714285714286, 0.8333333333333334, 0.9166666666666666, 0.9285714285714286, 1.0, 0.9285714285714286, 0.8333333333333334, 1.0, 1.0, 0.9285714285714286, 0.9285714285714286, 0.8333333333333334, 0.9166666666666666]
  mean: 0.9269841270, std: 0.0564887608
F1 In Time: [1.0, 0.9251336898395721, 0.9251336898395721, 0.8285714285714285, 0.916083916083916, 0.9251336898395721, 1.0, 0.9251336898395721, 0.8285714285714285, 1.0, 1.0, 0.9251336898395721, 0.9282051282051282, 0.8285714285714285, 0.916083916083916]
  mean: 0.9247837130, std: 0.0580597748
--------------------------------------------------
Subject Number: 12
Accuracy Cross: [0.65625, 0.90625, 0.90625, 0.84375, 0.90625, 0.8484848484848485, 0.8787878787878788, 0.7878787878787878, 0.8787878787878788, 0.6666666666666666, 0.46875, 0.78125, 0.78125, 0.71875, 0.8125]
  mean: 0.7894570707, std: 0.1168064079
F1 Score: [0.6532019704433498, 0.9054187192118226, 0.9015384615384616, 0.8398398398398399, 0.9054187192118226, 0.8462255358807083, 0.8759398496240601, 0.7746341463414634, 0.8759398496240601, 0.6158730158730159, 0.4682306940371457, 0.7810361681329423, 0.7810361681329423, 0.716256157635468, 0.8117647058823529]
  mean: 0.7834902668, std: 0.1204831488
Accuracy Intime: [0.6428571428571429, 1.0, 1.0, 0.8333333333333334, 1.0, 0.7857142857142857, 1.0, 1.0, 1.0, 0.75, 0.7857142857142857, 1.0, 1.0, 0.8333333333333334, 1.0]
  mean: 0.9087301587, std: 0.1190211611
F1 In Time: [0.625668449197861, 1.0, 1.0, 0.8333333333333334, 1.0, 0.7846153846153847, 1.0, 1.0, 1.0, 0.7333333333333334, 0.7846153846153847, 1.0, 1.0, 0.8333333333333334, 1.0]
  mean: 0.9063266146, std: 0.1232751109
--------------------------------------------------
Subject Number: 13
Accuracy Cross: [0.90625, 0.9375, 0.9375, 0.96875, 0.96875, 0.9090909090909091, 0.8787878787878788, 0.7575757575757576, 0.8484848484848485, 0.8484848484848485, 0.75, 0.84375, 0.9375, 0.75, 0.9375]
  mean: 0.8786616162, std: 0.0741962424
F1 Score: [0.9015384615384616, 0.9352226720647774, 0.9372549019607843, 0.967967967967968, 0.967967967967968, 0.905982905982906, 0.8730769230769231, 0.7518796992481203, 0.8390243902439025, 0.8390243902439025, 0.75, 0.8435972629521017, 0.9365079365079365, 0.75, 0.9365079365079365]
  mean: 0.8757035611, std: 0.0748325752
Accuracy Intime: [0.8571428571428571, 1.0, 1.0, 1.0, 0.9166666666666666, 0.9285714285714286, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9746031746, std: 0.0445152497
F1 In Time: [0.8541666666666667, 1.0, 1.0, 1.0, 0.916083916083916, 0.9282051282051282, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9743026418, std: 0.0451666320
--------------------------------------------------
Subject Number: 14
Accuracy Cross: [0.5625, 0.625, 0.65625, 0.71875, 0.6875, 0.84375, 0.90625, 0.75, 0.84375, 0.8125, 0.90625, 0.875, 0.9375, 0.9375, 0.8125]
  mean: 0.7916666667, std: 0.1150558439
F1 Score: [0.4166666666666667, 0.625, 0.6389743589743591, 0.718475073313783, 0.6536796536796536, 0.8435972629521017, 0.9054187192118226, 0.75, 0.8435972629521017, 0.8125, 0.9015384615384616, 0.875, 0.9352226720647774, 0.9352226720647774, 0.8056680161943319]
  mean: 0.7773707213, std: 0.1399956480
Accuracy Intime: [1.0, 1.0, 0.9166666666666666, 0.9166666666666666, 0.8333333333333334, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 0.9285714285714286, 1.0, 1.0, 0.9166666666666666]
  mean: 0.9619047619, std: 0.0509175077
F1 In Time: [1.0, 1.0, 0.9111111111111111, 0.916083916083916, 0.8285714285714285, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 0.9282051282051282, 1.0, 1.0, 0.916083916083916]
  mean: 0.9610759611, std: 0.0521811004
--------------------------------------------------
Subject Number: 15
Accuracy Cross: [0.78125, 0.8125, 0.65625, 0.71875, 0.625, 0.90625, 0.9375, 1.0, 0.9375, 1.0, 0.875, 0.90625, 0.96875, 0.9375, 0.90625]
  mean: 0.8645833333, std: 0.1156203077
F1 Score: [0.7793103448275862, 0.8117647058823529, 0.6532019704433498, 0.718475073313783, 0.625, 0.906158357771261, 0.9365079365079365, 1.0, 0.9365079365079365, 1.0, 0.8745098039215686, 0.9054187192118226, 0.967967967967968, 0.9365079365079365, 0.9039039039039038]
  mean: 0.8636823105, std: 0.1158743052
Accuracy Intime: [1.0, 1.0, 0.9166666666666666, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 0.9166666666666666, 0.9166666666666666, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0]
  mean: 0.9722222222, std: 0.0392837101
F1 In Time: [1.0, 1.0, 0.9111111111111111, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 0.916083916083916, 0.916083916083916, 1.0, 1.0, 1.0, 0.916083916083916, 1.0]
  mean: 0.9716964517, std: 0.0400437331
--------------------------------------------------
Subject Number: 16
Accuracy Cross: [0.8125, 0.8125, 0.84375, 0.71875, 0.9375, 0.75, 0.59375, 0.71875, 0.78125, 0.6875, 0.90625, 0.9375, 0.96875, 0.90625, 0.9375]
  mean: 0.8208333333, std: 0.1079319487
F1 Score: [0.8, 0.8, 0.8358974358974359, 0.7046153846153846, 0.9372549019607843, 0.7490196078431373, 0.5901477832512315, 0.7117117117117118, 0.7810361681329423, 0.6875, 0.9054187192118226, 0.9365079365079365, 0.9684729064039409, 0.9054187192118226, 0.9372549019607843]
  mean: 0.8166837451, std: 0.1097211187
Accuracy Intime: [0.7857142857142857, 0.8571428571428571, 1.0, 1.0, 1.0, 0.7142857142857143, 1.0, 1.0, 0.9166666666666666, 1.0, 0.7142857142857143, 0.9285714285714286, 0.9166666666666666, 0.9166666666666666, 1.0]
  mean: 0.9166666667, std: 0.1004524910
F1 In Time: [0.7846153846153847, 0.8571428571428571, 1.0, 1.0, 1.0, 0.65, 1.0, 1.0, 0.916083916083916, 1.0, 0.7142857142857143, 0.9282051282051282, 0.8991596638655461, 0.916083916083916, 1.0]
  mean: 0.9110384387, std: 0.1100381913
--------------------------------------------------
Subject Number: 17
Accuracy Cross: [0.9090909090909091, 0.8484848484848485, 0.8787878787878788, 0.8787878787878788, 0.9090909090909091, 0.9696969696969697, 1.0, 0.9696969696969697, 0.8787878787878788, 0.9696969696969697, 0.9375, 0.90625, 0.875, 0.875, 0.9375]
  mean: 0.9162247475, std: 0.0438899314
F1 Score: [0.9087557603686636, 0.8462255358807083, 0.8777777777777778, 0.8786764705882353, 0.9087557603686636, 0.9695852534562213, 1.0, 0.9695852534562213, 0.8786764705882353, 0.9692451071761417, 0.9352226720647774, 0.9039039039039038, 0.8704453441295547, 0.873015873015873, 0.9352226720647774]
  mean: 0.9150062570, std: 0.0444579583
Accuracy Intime: [1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 1.0, 0.9285714285714286, 1.0, 0.9166666666666666]
  mean: 0.9730158730, std: 0.0488852813
F1 In Time: [1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 0.8285714285714285, 1.0, 1.0, 1.0, 0.9282051282051282, 1.0, 0.916083916083916]
  mean: 0.9725962926, std: 0.0499076676
--------------------------------------------------
Subject Number: 18
Accuracy Cross: [0.9696969696969697, 0.9696969696969697, 0.8787878787878788, 0.8787878787878788, 0.9393939393939394, 0.78125, 0.78125, 0.78125, 0.90625, 0.90625, 0.96875, 0.96875, 0.8125, 0.90625, 0.875]
  mean: 0.8882575758, std: 0.0684373718
F1 Score: [0.9692451071761417, 0.9692451071761417, 0.8759398496240601, 0.8730769230769231, 0.9388888888888889, 0.7810361681329423, 0.7793103448275862, 0.7793103448275862, 0.9054187192118226, 0.906158357771261, 0.9684729064039409, 0.9684729064039409, 0.8095238095238095, 0.9054187192118226, 0.8745098039215686]
  mean: 0.8869351971, std: 0.0690117481
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, 0.9166666666666666]
  mean: 0.9833333333, std: 0.0333333333
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 1.0, 0.916083916083916]
  mean: 0.9832167832, std: 0.0335664336
--------------------------------------------------
Subject Number: 19
Accuracy Cross: [0.59375, 0.59375, 0.59375, 0.59375, 0.5, 0.75, 0.84375, 0.875, 0.90625, 0.8125, 0.78125, 0.84375, 0.90625, 0.8125, 0.875]
  mean: 0.7520833333, std: 0.1333007773
F1 Score: [0.5588547189819725, 0.5588547189819725, 0.5588547189819725, 0.5733333333333333, 0.4181818181818182, 0.746031746031746, 0.8435972629521017, 0.875, 0.906158357771261, 0.8117647058823529, 0.7793103448275862, 0.8435972629521017, 0.9054187192118226, 0.8125, 0.8745098039215686]
  mean: 0.7377311675, std: 0.1537207594
Accuracy Intime: [0.8571428571428571, 1.0, 1.0, 0.9166666666666666, 0.9166666666666666, 0.35714285714285715, 1.0, 1.0, 1.0, 0.8333333333333334, 0.5714285714285714, 1.0, 1.0, 1.0, 1.0]
  mean: 0.8968253968, std: 0.1824533958
F1 In Time: [0.8571428571428571, 1.0, 1.0, 0.916083916083916, 0.916083916083916, 0.2631578947368421, 1.0, 1.0, 1.0, 0.8285714285714285, 0.5625, 1.0, 1.0, 1.0, 1.0]
  mean: 0.8895693342, std: 0.2025336672
--------------------------------------------------
Subject Number: 20
Accuracy Cross: [0.59375, 0.75, 0.625, 0.625, 0.59375, 0.71875, 0.84375, 0.96875, 0.84375, 0.90625, 0.5151515151515151, 0.6060606060606061, 0.6060606060606061, 0.5757575757575758, 0.5757575757575758]
  mean: 0.6898358586, std: 0.1351331030
F1 Score: [0.5733333333333333, 0.7490196078431373, 0.6190476190476191, 0.6235294117647059, 0.5835835835835836, 0.7117117117117118, 0.8358974358974359, 0.967967967967968, 0.8303287380699894, 0.9015384615384616, 0.45454545454545453, 0.6001863932898416, 0.6001863932898416, 0.5722222222222222, 0.5722222222222222]
  mean: 0.6796880371, std: 0.1411986207
Accuracy Intime: [0.9285714285714286, 1.0, 0.8333333333333334, 0.5833333333333334, 0.9166666666666666, 0.9285714285714286, 1.0, 1.0, 0.5833333333333334, 0.75, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666]
  mean: 0.8960317460, std: 0.1412921331
F1 In Time: [0.9282051282051282, 1.0, 0.7777777777777777, 0.5804195804195804, 0.916083916083916, 0.9282051282051282, 1.0, 1.0, 0.5555555555555556, 0.7482517482517483, 1.0, 1.0, 1.0, 1.0, 0.916083916083916]
  mean: 0.8900388500, std: 0.1481799579
--------------------------------------------------
Subject Number: 21
Accuracy Cross: [0.96875, 0.875, 0.96875, 0.8125, 0.9375, 0.8125, 0.90625, 0.84375, 0.8125, 0.84375, 0.5625, 0.59375, 0.59375, 0.71875, 0.5625]
  mean: 0.7875000000, std: 0.1412370938
F1 Score: [0.967967967967968, 0.873015873015873, 0.967967967967968, 0.8117647058823529, 0.9365079365079365, 0.8056680161943319, 0.9054187192118226, 0.8398398398398399, 0.8056680161943319, 0.8398398398398399, 0.5465587044534412, 0.5901477832512315, 0.5835835835835836, 0.716256157635468, 0.5555555555555556]
  mean: 0.7830507111, std: 0.1443250623
Accuracy Intime: [0.9285714285714286, 0.8571428571428571, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9690476190, std: 0.0552941697
F1 In Time: [0.9282051282051282, 0.8541666666666667, 1.0, 1.0, 0.8285714285714285, 1.0, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9684684760, std: 0.0565319814
--------------------------------------------------
Subject Number: 22
Accuracy Cross: [0.875, 0.875, 0.96875, 0.84375, 0.90625, 0.9393939393939394, 0.8181818181818182, 0.8484848484848485, 0.9393939393939394, 0.7878787878787878, 0.65625, 0.6875, 0.8125, 0.5625, 0.5]
  mean: 0.8013888889, std: 0.1352708858
F1 Score: [0.8666666666666667, 0.8666666666666667, 0.9684729064039409, 0.8398398398398399, 0.9015384615384616, 0.9388888888888889, 0.8035714285714286, 0.8484848484848485, 0.9379699248120301, 0.7870967741935484, 0.6532019704433498, 0.6825396825396826, 0.8117647058823529, 0.5555555555555556, 0.4817813765182186]
  mean: 0.7962693131, std: 0.1381587343
Accuracy Intime: [1.0, 1.0, 1.0, 0.8333333333333334, 0.6666666666666666, 1.0, 1.0, 0.9166666666666666, 0.75, 0.6666666666666666, 1.0, 1.0, 1.0, 0.6666666666666666, 0.8333333333333334]
  mean: 0.8888888889, std: 0.1349439756
F1 In Time: [1.0, 1.0, 1.0, 0.8285714285714285, 0.6571428571428571, 1.0, 1.0, 0.8991596638655461, 0.7333333333333334, 0.6571428571428571, 1.0, 1.0, 1.0, 0.625, 0.8285714285714285]
  mean: 0.8819281046, std: 0.1429843460
--------------------------------------------------
Subject Number: 23
Accuracy Cross: [0.8484848484848485, 0.9090909090909091, 0.8787878787878788, 0.7575757575757576, 0.9393939393939394, 0.9375, 0.90625, 0.84375, 0.8125, 0.75, 0.6060606060606061, 0.696969696969697, 0.7272727272727273, 0.696969696969697, 0.6666666666666666]
  mean: 0.7984848485, std: 0.1027394187
F1 Score: [0.847926267281106, 0.9087557603686636, 0.8786764705882353, 0.7518796992481203, 0.9379699248120301, 0.9372549019607843, 0.906158357771261, 0.8435972629521017, 0.8117647058823529, 0.7490196078431373, 0.6046082949308755, 0.6898496240601504, 0.7102439024390244, 0.6944444444444444, 0.6329625884732053]
  mean: 0.7936741209, std: 0.1074625609
Accuracy Intime: [0.7142857142857143, 1.0, 1.0, 0.75, 0.9166666666666666, 0.9285714285714286, 1.0, 0.8571428571428571, 1.0, 0.9166666666666666, 0.9285714285714286, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9341269841, std: 0.0907542372
F1 In Time: [0.7083333333333333, 1.0, 1.0, 0.7333333333333334, 0.916083916083916, 0.9282051282051282, 1.0, 0.8444444444444444, 1.0, 0.916083916083916, 0.9282051282051282, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9316459466, std: 0.0947582055
--------------------------------------------------
Subject Number: 24
Accuracy Cross: [0.8125, 0.875, 0.8125, 0.84375, 0.8125, 0.875, 0.9375, 0.90625, 0.90625, 0.9375, 0.84375, 0.8125, 0.84375, 0.78125, 0.875]
  mean: 0.8583333333, std: 0.0468634245
F1 Score: [0.7922077922077921, 0.8666666666666667, 0.7922077922077921, 0.8358974358974359, 0.8, 0.8704453441295547, 0.9365079365079365, 0.9039039039039038, 0.9039039039039038, 0.9365079365079365, 0.8303287380699894, 0.8056680161943319, 0.8303287380699894, 0.751937984496124, 0.8666666666666667]
  mean: 0.8482119237, std: 0.0538134301
Accuracy Intime: [0.9285714285714286, 0.9285714285714286, 1.0, 0.9166666666666666, 0.8333333333333334, 0.7857142857142857, 0.8571428571428571, 0.9166666666666666, 1.0, 1.0, 0.8571428571428571, 0.8571428571428571, 1.0, 0.9166666666666666, 0.9166666666666666]
  mean: 0.9142857143, std: 0.0646521011
F1 In Time: [0.9251336898395721, 0.9282051282051282, 1.0, 0.916083916083916, 0.8333333333333334, 0.7543859649122806, 0.8541666666666667, 0.8991596638655461, 1.0, 1.0, 0.8444444444444444, 0.8571428571428571, 1.0, 0.916083916083916, 0.916083916083916]
  mean: 0.9096148998, std: 0.0699947907
--------------------------------------------------
Subject Number: 25
Accuracy Cross: [0.9090909090909091, 0.8787878787878788, 0.9090909090909091, 0.8787878787878788, 0.8181818181818182, 0.75, 0.8125, 0.9375, 0.875, 0.90625, 0.96875, 0.9375, 0.90625, 0.96875, 0.9375]
  mean: 0.8929292929, std: 0.0586178237
F1 Score: [0.905982905982906, 0.8786764705882353, 0.9087557603686636, 0.8786764705882353, 0.8166666666666667, 0.746031746031746, 0.8117647058823529, 0.9372549019607843, 0.873015873015873, 0.906158357771261, 0.967967967967968, 0.9372549019607843, 0.9054187192118226, 0.967967967967968, 0.9365079365079365]
  mean: 0.8918734235, std: 0.0592231743
Accuracy Intime: [1.0, 0.9285714285714286, 0.9166666666666666, 1.0, 0.9166666666666666, 1.0, 0.9285714285714286, 1.0, 1.0, 1.0, 0.8571428571428571, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9698412698, std: 0.0453562923
F1 In Time: [1.0, 0.9282051282051282, 0.8991596638655461, 1.0, 0.916083916083916, 1.0, 0.9282051282051282, 1.0, 1.0, 1.0, 0.8571428571428571, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9685864462, std: 0.0469933915
--------------------------------------------------
Subject Number: 26
Accuracy Cross: [0.8787878787878788, 0.7878787878787878, 0.8181818181818182, 0.7878787878787878, 0.8181818181818182, 0.96875, 0.875, 0.90625, 0.78125, 0.75, 0.875, 0.84375, 0.875, 0.90625, 0.8125]
  mean: 0.8456439394, std: 0.0570166987
F1 Score: [0.8786764705882353, 0.7870967741935484, 0.8180147058823529, 0.7847157502329916, 0.8180147058823529, 0.9684729064039409, 0.873015873015873, 0.9054187192118226, 0.7793103448275862, 0.7490196078431373, 0.8704453441295547, 0.8398398398398399, 0.8704453441295547, 0.9015384615384616, 0.8]
  mean: 0.8429349898, std: 0.0573090563
Accuracy Intime: [1.0, 0.9285714285714286, 0.9166666666666666, 0.8333333333333334, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 0.5833333333333334, 1.0, 0.8571428571428571, 1.0, 0.9166666666666666, 1.0]
  mean: 0.9301587302, std: 0.1078781355
F1 In Time: [1.0, 0.9282051282051282, 0.8991596638655461, 0.8333333333333334, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 0.5555555555555556, 1.0, 0.8541666666666667, 1.0, 0.916083916083916, 1.0]
  mean: 0.9268392120, std: 0.1142207176
--------------------------------------------------
Subject Number: 27
Accuracy Cross: [0.9090909090909091, 0.8484848484848485, 0.8787878787878788, 0.8787878787878788, 0.9090909090909091, 0.9696969696969697, 1.0, 0.9696969696969697, 0.8787878787878788, 0.9696969696969697, 0.9375, 0.90625, 0.875, 0.875, 0.9375]
  mean: 0.9162247475, std: 0.0438899314
F1 Score: [0.9087557603686636, 0.8462255358807083, 0.8777777777777778, 0.8786764705882353, 0.9087557603686636, 0.9695852534562213, 1.0, 0.9695852534562213, 0.8786764705882353, 0.9692451071761417, 0.9352226720647774, 0.9039039039039038, 0.8704453441295547, 0.873015873015873, 0.9352226720647774]
  mean: 0.9150062570, std: 0.0444579583
Accuracy Intime: [1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 1.0, 0.9285714285714286, 1.0, 0.9166666666666666]
  mean: 0.9730158730, std: 0.0488852813
F1 In Time: [1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 0.8285714285714285, 1.0, 1.0, 1.0, 0.9282051282051282, 1.0, 0.916083916083916]
  mean: 0.9725962926, std: 0.0499076676
--------------------------------------------------
Subject Number: 28
Accuracy Cross: [0.8125, 0.8125, 0.8125, 0.6875, 0.625, 0.90625, 0.9375, 0.90625, 0.90625, 0.78125, 0.71875, 0.59375, 0.75, 0.625, 0.78125]
  mean: 0.7770833333, std: 0.1069624804
F1 Score: [0.8056680161943319, 0.8095238095238095, 0.8095238095238095, 0.6761133603238867, 0.6190476190476191, 0.9039039039039038, 0.9352226720647774, 0.9015384615384616, 0.9015384615384616, 0.7624602332979851, 0.694591728525981, 0.5134502923976608, 0.722943722943723, 0.611336032388664, 0.7702564102564102]
  mean: 0.7624745689, std: 0.1194240214
Accuracy Intime: [0.9285714285714286, 0.8571428571428571, 1.0, 1.0, 0.9166666666666666, 0.9285714285714286, 0.8571428571428571, 1.0, 1.0, 1.0, 1.0, 0.7142857142857143, 1.0, 1.0, 1.0]
  mean: 0.9468253968, std: 0.0804919993
F1 In Time: [0.9282051282051282, 0.8571428571428571, 1.0, 1.0, 0.916083916083916, 0.9282051282051282, 0.8541666666666667, 1.0, 1.0, 1.0, 1.0, 0.65, 1.0, 1.0, 1.0]
  mean: 0.9422535798, std: 0.0936328664
--------------------------------------------------
Subject Number: 29
Accuracy Cross: [0.90625, 0.875, 0.90625, 0.875, 0.84375, 0.84375, 0.75, 0.84375, 0.84375, 0.875, 0.9393939393939394, 0.8787878787878788, 0.8787878787878788, 0.9393939393939394, 0.8787878787878788]
  mean: 0.8718434343, std: 0.0444755508
F1 Score: [0.9054187192118226, 0.8745098039215686, 0.9039039039039038, 0.875, 0.8423645320197044, 0.8398398398398399, 0.7090909090909091, 0.8358974358974359, 0.8358974358974359, 0.8704453441295547, 0.9388888888888889, 0.8730769230769231, 0.8777777777777778, 0.9379699248120301, 0.8730769230769231]
  mean: 0.8662105574, std: 0.0526435669
Accuracy Intime: [1.0, 0.9285714285714286, 1.0, 0.9166666666666666, 0.75, 1.0, 1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 0.9285714285714286, 0.9166666666666666, 1.0, 0.8333333333333334]
  mean: 0.9404761905, std: 0.0770291147
F1 In Time: [1.0, 0.9282051282051282, 1.0, 0.916083916083916, 0.7333333333333334, 1.0, 1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 0.9282051282051282, 0.8991596638655461, 1.0, 0.8285714285714285]
  mean: 0.9377927954, std: 0.0807259930
--------------------------------------------------
**************************************************
accuracy_cross_list: [0.9233585858585859, 0.728030303030303, 0.92260101010101, 0.808080808080808, 0.85, 0.7755050505050505, 0.9541666666666667, 0.8145833333333333, 0.8583333333333333, 0.8573232323232323, 0.7717171717171716, 0.7894570707070707, 0.878661616161616, 0.7916666666666666, 0.8645833333333334, 0.8208333333333333, 0.9162247474747474, 0.8882575757575758, 0.7520833333333333, 0.6898358585858586, 0.7875, 0.8013888888888889, 0.7984848484848484, 0.8583333333333333, 0.892929292929293, 0.8456439393939393, 0.9162247474747474, 0.7770833333333333, 0.8718434343434344]
f1_score_list: [0.9225359873344849, 0.7021306092652762, 0.9204708218301509, 0.8061026126012635, 0.8465317255712894, 0.7720002043245843, 0.9514739354739356, 0.8076485944880664, 0.8564911582635467, 0.8424839432999931, 0.7606689312584287, 0.7834902667606305, 0.875703561084246, 0.7773707213075223, 0.8636823104511605, 0.8166837451139289, 0.915006256989317, 0.8869351970785625, 0.7377311674674407, 0.679688037088502, 0.7830507111401029, 0.7962693131336988, 0.7936741208703662, 0.8482119236953348, 0.8918734234982136, 0.8429349898479501, 0.915006256989317, 0.7624745688979657, 0.8662105574363145]
accuracy_intime_list: [0.9603174603174603, 0.9547619047619046, 0.9793650793650793, 0.9714285714285714, 0.9682539682539683, 0.9119047619047618, 0.973015873015873, 0.9404761904761904, 0.9388888888888889, 0.9571428571428572, 0.926984126984127, 0.9087301587301588, 0.9746031746031746, 0.9619047619047618, 0.9722222222222221, 0.9166666666666665, 0.973015873015873, 0.9833333333333332, 0.8968253968253969, 0.896031746031746, 0.9690476190476189, 0.8888888888888888, 0.9341269841269841, 0.9142857142857143, 0.9698412698412698, 0.9301587301587302, 0.973015873015873, 0.9468253968253967, 0.9404761904761905]
f1_in_time_list: [0.9592741898624253, 0.9497745174215763, 0.9788290141231318, 0.9708725261666439, 0.9652787354257942, 0.9059741239153004, 0.9722997699468288, 0.9352523728994319, 0.9364161764161765, 0.955541713188772, 0.9247837130190073, 0.9063266145619088, 0.9743026418026418, 0.9610759610759612, 0.9716964516964518, 0.9110384386854976, 0.9725962925962927, 0.9832167832167832, 0.8895693341745974, 0.8900388500388501, 0.9684684759684761, 0.8819281045751634, 0.9316459466459467, 0.9096148997774385, 0.9685864462335051, 0.9268392119862708, 0.9725962925962927, 0.9422535797535797, 0.9377927954398544]
**************************************************
Mean Accuracy: 0.8346460293
Mean F1: 0.8284322639
Std Accuracy: 0.0630905855
Std F1: 0.0669919795
Mean Accuracy (Intime): 0.9459496442
Std Accuracy (Intime): 0.0278931413
Mean F1 (Intime): 0.9432373784
Std F1 (Intime): 0.0298148880
ACC: 83.46±6.31
F1: 82.84±6.70
Intime: 94.59±2.79
F1 (Intime): 94.32±2.98
