Learning Rate: 1e-05

Subject Number: 1
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9696969696969697, 1.0, 0.8181818181818182, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9858585859, std: 0.0454433207
F1 Score: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9695852534562213, 1.0, 0.8166666666666667, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9857501280, std: 0.0458186899
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 1.0000000000, std: 0.0000000000
F1 In Time: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 1.0000000000, std: 0.0000000000
--------------------------------------------------
Subject Number: 2
Accuracy Cross: [0.7272727272727273, 0.8787878787878788, 0.8787878787878788, 0.8484848484848485, 0.8484848484848485, 0.96875, 1.0, 1.0, 1.0, 1.0, 0.9090909090909091, 0.9696969696969697, 0.8484848484848485, 0.8787878787878788, 0.8181818181818182]
  mean: 0.9049873737, std: 0.0796383436
F1 Score: [0.7272727272727273, 0.8777777777777778, 0.8759398496240601, 0.8390243902439025, 0.847926267281106, 0.9684729064039409, 1.0, 1.0, 1.0, 1.0, 0.905982905982906, 0.9692451071761417, 0.8390243902439025, 0.8730769230769231, 0.8035714285714286]
  mean: 0.9018209782, std: 0.0818730535
Accuracy Intime: [1.0, 1.0, 1.0, 0.9166666666666666, 0.9166666666666666, 1.0, 1.0, 0.9285714285714286, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 0.9166666666666666]
  mean: 0.9730158730, std: 0.0382602247
F1 In Time: [1.0, 1.0, 1.0, 0.916083916083916, 0.916083916083916, 1.0, 1.0, 0.9251336898395721, 1.0, 1.0, 1.0, 1.0, 1.0, 0.916083916083916, 0.916083916083916]
  mean: 0.9726312903, std: 0.0387615848
--------------------------------------------------
Subject Number: 3
Accuracy Cross: [0.96875, 0.96875, 0.96875, 1.0, 1.0, 1.0, 1.0, 0.9393939393939394, 0.9090909090909091, 1.0, 0.9393939393939394, 0.9090909090909091, 1.0, 1.0, 0.9393939393939394]
  mean: 0.9695075758, std: 0.0331974676
F1 Score: [0.967967967967968, 0.967967967967968, 0.967967967967968, 1.0, 1.0, 1.0, 1.0, 0.9379699248120301, 0.9090909090909091, 1.0, 0.9379699248120301, 0.905982905982906, 1.0, 1.0, 0.9379699248120301]
  mean: 0.9688591662, std: 0.0338415403
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, 0.9166666666666666]
  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, 1.0, 0.916083916083916]
  mean: 0.9944055944, std: 0.0209323490
--------------------------------------------------
Subject Number: 4
Accuracy Cross: [0.9696969696969697, 1.0, 0.9696969696969697, 0.9696969696969697, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9696969696969697, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9919191919, std: 0.0134005042
F1 Score: [0.9692451071761417, 1.0, 0.9692451071761417, 0.9692451071761417, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9695852534562213, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9918213717, std: 0.0135629340
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 1.0, 0.9285714285714286, 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: [1.0, 1.0, 1.0, 1.0, 1.0, 0.9282051282051282, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9952136752, std: 0.0179087875
--------------------------------------------------
Subject Number: 5
Accuracy Cross: [1.0, 0.9375, 1.0, 0.9375, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.96875]
  mean: 0.9895833333, std: 0.0218501843
F1 Score: [1.0, 0.9372549019607843, 1.0, 0.9352226720647774, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.967967967967968]
  mean: 0.9893630361, std: 0.0223038496
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: [0.90625, 0.8125, 0.90625, 0.78125, 0.84375, 0.9696969696969697, 0.9090909090909091, 0.9393939393939394, 0.9696969696969697, 0.9393939393939394, 1.0, 1.0, 0.9696969696969697, 1.0, 0.8787878787878788]
  mean: 0.9217171717, std: 0.0664002175
F1 Score: [0.9054187192118226, 0.8117647058823529, 0.9054187192118226, 0.7793103448275862, 0.8398398398398399, 0.9692451071761417, 0.905982905982906, 0.9379699248120301, 0.9692451071761417, 0.9379699248120301, 1.0, 1.0, 0.9692451071761417, 1.0, 0.8786764705882353]
  mean: 0.9206724584, std: 0.0670212627
Accuracy Intime: [1.0, 1.0, 1.0, 0.8333333333333334, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 0.75]
  mean: 0.9611111111, std: 0.0737027731
F1 In Time: [1.0, 1.0, 1.0, 0.8285714285714285, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 0.7333333333333334]
  mean: 0.9596048396, std: 0.0775053330
--------------------------------------------------
Subject Number: 7
Accuracy Cross: [0.9375, 1.0, 1.0, 1.0, 0.96875, 1.0, 1.0, 0.96875, 1.0, 0.9375, 0.96875, 0.90625, 0.9375, 0.96875, 0.96875]
  mean: 0.9708333333, std: 0.0290174756
F1 Score: [0.9372549019607843, 1.0, 1.0, 1.0, 0.967967967967968, 1.0, 1.0, 0.967967967967968, 1.0, 0.9352226720647774, 0.967967967967968, 0.906158357771261, 0.9365079365079365, 0.967967967967968, 0.9684729064039409]
  mean: 0.9703659098, std: 0.0293212299
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.75, 1.0, 1.0, 0.9166666666666666, 1.0, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9666666667, std: 0.0732828109
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.7333333333333334, 1.0, 1.0, 0.8991596638655461, 1.0, 0.8285714285714285, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9640709617, std: 0.0780188878
--------------------------------------------------
Subject Number: 8
Accuracy Cross: [1.0, 0.96875, 0.84375, 1.0, 0.84375, 0.65625, 0.90625, 1.0, 0.84375, 1.0, 1.0, 1.0, 0.90625, 0.90625, 0.96875]
  mean: 0.9229166667, std: 0.0933091487
F1 Score: [1.0, 0.9684729064039409, 0.8435972629521017, 1.0, 0.8435972629521017, 0.6389743589743591, 0.906158357771261, 1.0, 0.8435972629521017, 1.0, 1.0, 1.0, 0.9015384615384616, 0.9015384615384616, 0.967967967967968]
  mean: 0.9210294869, std: 0.0967455234
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, 0.9166666666666666, 1.0, 1.0]
  mean: 0.9888888889, std: 0.0283278862
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, 0.8991596638655461, 1.0, 1.0]
  mean: 0.9876829053, std: 0.0315542076
--------------------------------------------------
Subject Number: 9
Accuracy Cross: [1.0, 1.0, 1.0, 1.0, 0.96875, 0.96875, 0.9375, 0.9375, 0.9375, 0.90625, 1.0, 1.0, 1.0, 1.0, 0.90625]
  mean: 0.9708333333, std: 0.0351089574
F1 Score: [1.0, 1.0, 1.0, 1.0, 0.967967967967968, 0.967967967967968, 0.9352226720647774, 0.9352226720647774, 0.9352226720647774, 0.9015384615384616, 1.0, 1.0, 1.0, 1.0, 0.9015384615384616]
  mean: 0.9696453917, std: 0.0367048809
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 0.75]
  mean: 0.9722222222, std: 0.0657342198
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 0.7333333333333334]
  mean: 0.9710334110, std: 0.0695744111
--------------------------------------------------
Subject Number: 10
Accuracy Cross: [1.0, 1.0, 1.0, 0.96875, 1.0, 0.90625, 0.75, 0.875, 0.96875, 0.8125, 0.9393939393939394, 1.0, 0.9393939393939394, 0.9393939393939394, 0.9393939393939394]
  mean: 0.9359217172, std: 0.0717056115
F1 Score: [1.0, 1.0, 1.0, 0.967967967967968, 1.0, 0.9015384615384616, 0.7090909090909091, 0.8666666666666667, 0.9684729064039409, 0.7922077922077921, 0.9379699248120301, 1.0, 0.9379699248120301, 0.9388888888888889, 0.9379699248120301]
  mean: 0.9305828911, std: 0.0817699600
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 0.9285714285714286, 1.0, 1.0, 1.0, 0.9166666666666666]
  mean: 0.9841269841, std: 0.0318450836
F1 In Time: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.916083916083916, 0.9251336898395721, 1.0, 1.0, 1.0, 0.916083916083916]
  mean: 0.9838201015, std: 0.0324159898
--------------------------------------------------
Subject Number: 11
Accuracy Cross: [0.9696969696969697, 0.9393939393939394, 0.9696969696969697, 0.9393939393939394, 0.8181818181818182, 0.9696969696969697, 0.9696969696969697, 0.9696969696969697, 0.8787878787878788, 1.0, 1.0, 1.0, 0.8484848484848485, 1.0, 0.7878787878787878]
  mean: 0.9373737374, std: 0.0677295136
F1 Score: [0.9692451071761417, 0.9388888888888889, 0.9695852534562213, 0.9379699248120301, 0.8166666666666667, 0.9695852534562213, 0.9692451071761417, 0.9692451071761417, 0.8786764705882353, 1.0, 1.0, 1.0, 0.847926267281106, 1.0, 0.7847157502329916]
  mean: 0.9367833198, std: 0.0683759268
Accuracy Intime: [1.0, 1.0, 1.0, 0.8333333333333334, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9777777778, std: 0.0566557724
F1 In Time: [1.0, 1.0, 1.0, 0.8285714285714285, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9774603175, std: 0.0574717168
--------------------------------------------------
Subject Number: 12
Accuracy Cross: [0.96875, 0.96875, 1.0, 1.0, 0.875, 0.9090909090909091, 0.9090909090909091, 0.9090909090909091, 0.9090909090909091, 0.9090909090909091, 1.0, 1.0, 0.9375, 0.96875, 1.0]
  mean: 0.9509469697, std: 0.0429652998
F1 Score: [0.967967967967968, 0.967967967967968, 1.0, 1.0, 0.8666666666666667, 0.905982905982906, 0.905982905982906, 0.905982905982906, 0.905982905982906, 0.905982905982906, 1.0, 1.0, 0.9352226720647774, 0.967967967967968, 1.0]
  mean: 0.9490471848, std: 0.0449483129
Accuracy Intime: [1.0, 1.0, 1.0, 0.9166666666666666, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 0.9166666666666666, 0.8333333333333334, 1.0]
  mean: 0.9666666667, std: 0.0509175077
F1 In Time: [1.0, 1.0, 1.0, 0.916083916083916, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 0.8991596638655461, 0.8285714285714285, 1.0]
  mean: 0.9650655227, std: 0.0531513502
--------------------------------------------------
Subject Number: 13
Accuracy Cross: [1.0, 0.90625, 0.4375, 1.0, 1.0, 0.9696969696969697, 0.8181818181818182, 0.9393939393939394, 0.9696969696969697, 1.0, 0.9375, 0.75, 0.84375, 0.875, 0.875]
  mean: 0.8881313131, std: 0.1409761378
F1 Score: [1.0, 0.9054187192118226, 0.30434782608695654, 1.0, 1.0, 0.9695852534562213, 0.8166666666666667, 0.9388888888888889, 0.9695852534562213, 1.0, 0.9352226720647774, 0.7490196078431373, 0.8303287380699894, 0.8666666666666667, 0.8704453441295547]
  mean: 0.8770783758, std: 0.1704826983
Accuracy Intime: [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, 0.9166666666666666]
  mean: 0.9888888889, std: 0.0283278862
F1 In Time: [1.0, 1.0, 0.8991596638655461, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.916083916083916]
  mean: 0.9876829053, std: 0.0315542076
--------------------------------------------------
Subject Number: 14
Accuracy Cross: [0.8125, 0.90625, 0.78125, 0.9375, 0.90625, 1.0, 0.90625, 1.0, 1.0, 0.9375, 1.0, 0.875, 0.90625, 0.9375, 0.96875]
  mean: 0.9250000000, std: 0.0643476884
F1 Score: [0.8125, 0.9054187192118226, 0.7793103448275862, 0.9365079365079365, 0.906158357771261, 1.0, 0.9054187192118226, 1.0, 1.0, 0.9352226720647774, 1.0, 0.8666666666666667, 0.9015384615384616, 0.9352226720647774, 0.967967967967968]
  mean: 0.9234621679, std: 0.0651198991
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: 15
Accuracy Cross: [0.96875, 0.96875, 0.9375, 0.96875, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.96875, 1.0, 1.0]
  mean: 0.9875000000, std: 0.0190940654
F1 Score: [0.967967967967968, 0.967967967967968, 0.9352226720647774, 0.967967967967968, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.967967967967968, 1.0, 1.0]
  mean: 0.9871396363, std: 0.0196968224
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9944444444, std: 0.0207869855
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.916083916083916, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9944055944, std: 0.0209323490
--------------------------------------------------
Subject Number: 16
Accuracy Cross: [0.9375, 1.0, 0.875, 1.0, 0.9375, 1.0, 0.53125, 1.0, 0.96875, 0.84375, 0.84375, 0.96875, 0.8125, 0.9375, 0.90625]
  mean: 0.9041666667, std: 0.1166294584
F1 Score: [0.9365079365079365, 1.0, 0.875, 1.0, 0.9352226720647774, 1.0, 0.4684385382059801, 1.0, 0.967967967967968, 0.8435972629521017, 0.8303287380699894, 0.967967967967968, 0.8, 0.9352226720647774, 0.9015384615384616]
  mean: 0.8974528145, std: 0.1311142213
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: 17
Accuracy Cross: [1.0, 1.0, 0.9696969696969697, 0.9696969696969697, 0.9696969696969697, 0.9090909090909091, 0.9090909090909091, 0.9696969696969697, 1.0, 1.0, 0.9375, 1.0, 1.0, 1.0, 0.96875]
  mean: 0.9735479798, std: 0.0311867409
F1 Score: [1.0, 1.0, 0.9695852534562213, 0.9692451071761417, 0.9692451071761417, 0.9090909090909091, 0.9090909090909091, 0.9692451071761417, 1.0, 1.0, 0.9352226720647774, 1.0, 1.0, 1.0, 0.967967967967968]
  mean: 0.9732462022, std: 0.0313870893
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, 0.9285714285714286, 1.0, 1.0]
  mean: 0.9841269841, std: 0.0318450836
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, 0.9251336898395721, 1.0, 1.0]
  mean: 0.9838201015, std: 0.0324159898
--------------------------------------------------
Subject Number: 18
Accuracy Cross: [1.0, 1.0, 0.9696969696969697, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9979797980, std: 0.0075589038
F1 Score: [1.0, 1.0, 0.9695852534562213, 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: 0.9979723502, std: 0.0075867707
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: [0.9375, 0.96875, 0.9375, 0.96875, 0.9375, 1.0, 1.0, 0.9375, 1.0, 0.96875, 0.9375, 0.90625, 0.96875, 0.875, 0.875]
  mean: 0.9479166667, std: 0.0389755978
F1 Score: [0.9372549019607843, 0.9684729064039409, 0.9372549019607843, 0.967967967967968, 0.9372549019607843, 1.0, 1.0, 0.9352226720647774, 1.0, 0.967967967967968, 0.9352226720647774, 0.9015384615384616, 0.967967967967968, 0.8666666666666667, 0.8704453441295547]
  mean: 0.9462158222, std: 0.0409397539
Accuracy Intime: [1.0, 1.0, 1.0, 0.75, 1.0, 1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9722222222, std: 0.0724355823
F1 In Time: [1.0, 1.0, 1.0, 0.7333333333333334, 1.0, 1.0, 1.0, 1.0, 0.8285714285714285, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9707936508, std: 0.0764651135
--------------------------------------------------
Subject Number: 20
Accuracy Cross: [0.96875, 0.96875, 0.96875, 0.90625, 0.96875, 0.9375, 0.9375, 1.0, 0.96875, 0.90625, 0.9090909090909091, 0.9090909090909091, 0.9090909090909091, 0.9090909090909091, 0.8484848484848485]
  mean: 0.9344065657, std: 0.0380794349
F1 Score: [0.967967967967968, 0.967967967967968, 0.9684729064039409, 0.9015384615384616, 0.9684729064039409, 0.9365079365079365, 0.9365079365079365, 1.0, 0.9684729064039409, 0.9015384615384616, 0.905982905982906, 0.905982905982906, 0.905982905982906, 0.905982905982906, 0.8390243902439025]
  mean: 0.9320268977, std: 0.0403738130
Accuracy Intime: [1.0, 1.0, 1.0, 0.5, 0.9166666666666666, 1.0, 1.0, 1.0, 0.75, 0.75, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666]
  mean: 0.9222222222, std: 0.1409841949
F1 In Time: [1.0, 1.0, 1.0, 0.3333333333333333, 0.916083916083916, 1.0, 1.0, 1.0, 0.7482517482517483, 0.7482517482517483, 1.0, 1.0, 1.0, 1.0, 0.916083916083916]
  mean: 0.9108003108, std: 0.1762448787
--------------------------------------------------
Subject Number: 21
Accuracy Cross: [0.875, 0.90625, 0.875, 0.875, 0.90625, 0.96875, 0.90625, 0.96875, 0.96875, 0.9375, 0.65625, 0.875, 0.4375, 0.75, 0.9375]
  mean: 0.8562500000, std: 0.1382555002
F1 Score: [0.873015873015873, 0.9015384615384616, 0.8666666666666667, 0.8666666666666667, 0.9015384615384616, 0.967967967967968, 0.906158357771261, 0.967967967967968, 0.967967967967968, 0.9365079365079365, 0.6389743589743591, 0.875, 0.34545454545454546, 0.746031746031746, 0.9372549019607843]
  mean: 0.8465807920, std: 0.1584833973
Accuracy Intime: [1.0, 1.0, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666, 0.8333333333333334, 1.0, 1.0, 0.9166666666666666, 1.0, 1.0]
  mean: 0.9722222222, std: 0.0496903995
F1 In Time: [1.0, 1.0, 0.8991596638655461, 1.0, 1.0, 1.0, 1.0, 1.0, 0.916083916083916, 0.8285714285714285, 1.0, 1.0, 0.8991596638655461, 1.0, 1.0]
  mean: 0.9695316448, std: 0.0534430544
--------------------------------------------------
Subject Number: 22
Accuracy Cross: [0.9375, 0.875, 0.875, 0.96875, 0.90625, 0.9696969696969697, 0.9393939393939394, 0.9393939393939394, 0.7575757575757576, 0.8787878787878788, 0.9375, 1.0, 0.96875, 1.0, 0.9375]
  mean: 0.9260732323, std: 0.0596991274
F1 Score: [0.9352226720647774, 0.8666666666666667, 0.8666666666666667, 0.967967967967968, 0.9015384615384616, 0.9692451071761417, 0.9379699248120301, 0.9388888888888889, 0.7573529411764706, 0.8730769230769231, 0.9352226720647774, 1.0, 0.967967967967968, 1.0, 0.9352226720647774]
  mean: 0.9235339688, std: 0.0609371557
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.5833333333333334, 1.0, 1.0, 1.0, 1.0, 0.75, 1.0, 1.0, 1.0, 1.0, 0.5833333333333334]
  mean: 0.9277777778, std: 0.1486565351
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.4957983193277311, 1.0, 1.0, 1.0, 1.0, 0.7482517482517483, 1.0, 1.0, 1.0, 1.0, 0.4957983193277311]
  mean: 0.9159898925, std: 0.1762480032
--------------------------------------------------
Subject Number: 23
Accuracy Cross: [1.0, 0.9696969696969697, 0.9090909090909091, 1.0, 0.9090909090909091, 0.90625, 0.75, 1.0, 0.6875, 0.90625, 0.8787878787878788, 0.9090909090909091, 0.9090909090909091, 0.8484848484848485, 0.8484848484848485]
  mean: 0.8954545455, std: 0.0849981488
F1 Score: [1.0, 0.9695852534562213, 0.905982905982906, 1.0, 0.905982905982906, 0.906158357771261, 0.746031746031746, 1.0, 0.6761133603238867, 0.9054187192118226, 0.8730769230769231, 0.907735321528425, 0.905982905982906, 0.8462255358807083, 0.8390243902439025]
  mean: 0.8924878884, std: 0.0877101892
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666]
  mean: 0.9722222222, std: 0.0582671582
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 0.8285714285714285, 1.0, 1.0, 1.0, 1.0, 0.916083916083916]
  mean: 0.9718659119, std: 0.0590674971
--------------------------------------------------
Subject Number: 24
Accuracy Cross: [0.9375, 0.9375, 0.96875, 0.9375, 0.96875, 1.0, 0.96875, 1.0, 1.0, 0.96875, 0.96875, 1.0, 1.0, 1.0, 0.96875]
  mean: 0.9750000000, std: 0.0233853587
F1 Score: [0.9372549019607843, 0.9372549019607843, 0.967967967967968, 0.9365079365079365, 0.9684729064039409, 1.0, 0.9684729064039409, 1.0, 1.0, 0.967967967967968, 0.967967967967968, 1.0, 1.0, 1.0, 0.967967967967968]
  mean: 0.9746556950, std: 0.0236110841
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 1.0000000000, std: 0.0000000000
F1 In Time: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 1.0000000000, std: 0.0000000000
--------------------------------------------------
Subject Number: 25
Accuracy Cross: [0.9393939393939394, 0.9090909090909091, 1.0, 0.9696969696969697, 0.9393939393939394, 0.90625, 1.0, 1.0, 0.875, 1.0, 0.9375, 1.0, 0.9375, 1.0, 1.0]
  mean: 0.9609217172, std: 0.0415120908
F1 Score: [0.9379699248120301, 0.9087557603686636, 1.0, 0.9692451071761417, 0.9379699248120301, 0.906158357771261, 1.0, 1.0, 0.875, 1.0, 0.9352226720647774, 1.0, 0.9352226720647774, 1.0, 1.0]
  mean: 0.9603696279, std: 0.0418184948
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: [1.0, 1.0, 0.9696969696969697, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.96875, 0.96875, 0.90625, 0.96875, 0.96875, 0.9375]
  mean: 0.9792297980, std: 0.0271401508
F1 Score: [1.0, 1.0, 0.9695852534562213, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.967967967967968, 0.967967967967968, 0.9054187192118226, 0.967967967967968, 0.967967967967968, 0.9352226720647774]
  mean: 0.9788065678, std: 0.0276086441
Accuracy Intime: [1.0, 0.9285714285714286, 1.0, 1.0, 0.6666666666666666, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9166666666666666]
  mean: 0.9674603175, std: 0.0845675794
F1 In Time: [1.0, 0.9282051282051282, 1.0, 1.0, 0.625, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.916083916083916]
  mean: 0.9646192696, std: 0.0945319951
--------------------------------------------------
Subject Number: 27
Accuracy Cross: [1.0, 1.0, 0.9696969696969697, 0.9696969696969697, 0.9696969696969697, 0.9090909090909091, 0.9090909090909091, 0.9696969696969697, 1.0, 1.0, 0.9375, 1.0, 1.0, 1.0, 0.96875]
  mean: 0.9735479798, std: 0.0311867409
F1 Score: [1.0, 1.0, 0.9695852534562213, 0.9692451071761417, 0.9692451071761417, 0.9090909090909091, 0.9090909090909091, 0.9692451071761417, 1.0, 1.0, 0.9352226720647774, 1.0, 1.0, 1.0, 0.967967967967968]
  mean: 0.9732462022, std: 0.0313870893
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, 0.9285714285714286, 1.0, 1.0]
  mean: 0.9841269841, std: 0.0318450836
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, 0.9251336898395721, 1.0, 1.0]
  mean: 0.9838201015, std: 0.0324159898
--------------------------------------------------
Subject Number: 28
Accuracy Cross: [0.9375, 0.96875, 0.96875, 0.96875, 0.84375, 1.0, 0.96875, 0.96875, 0.90625, 0.78125, 0.71875, 0.96875, 0.5625, 0.9375, 0.875]
  mean: 0.8916666667, std: 0.1168525305
F1 Score: [0.9352226720647774, 0.967967967967968, 0.9684729064039409, 0.967967967967968, 0.8398398398398399, 1.0, 0.967967967967968, 0.967967967967968, 0.9015384615384616, 0.751937984496124, 0.718475073313783, 0.967967967967968, 0.5151515151515151, 0.9352226720647774, 0.875]
  mean: 0.8853800643, std: 0.1276167505
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 0.75, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9722222222, std: 0.0724355823
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.8285714285714285, 1.0, 1.0, 1.0, 1.0, 0.7333333333333334, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9707936508, std: 0.0764651135
--------------------------------------------------
Subject Number: 29
Accuracy Cross: [0.9375, 1.0, 0.9375, 0.875, 0.90625, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9696969696969697, 0.9696969696969697, 1.0, 1.0]
  mean: 0.9730429293, std: 0.0392961872
F1 Score: [0.9352226720647774, 1.0, 0.9352226720647774, 0.8666666666666667, 0.9015384615384616, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9692451071761417, 0.9692451071761417, 1.0, 1.0]
  mean: 0.9718093791, std: 0.0415015799
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, 0.8333333333333334]
  mean: 0.9777777778, std: 0.0566557724
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, 0.8285714285714285]
  mean: 0.9771428571, std: 0.0582745087
--------------------------------------------------
**************************************************
accuracy_cross_list: [0.9858585858585858, 0.9049873737373736, 0.9695075757575756, 0.991919191919192, 0.9895833333333334, 0.9217171717171718, 0.9708333333333333, 0.9229166666666667, 0.9708333333333333, 0.9359217171717172, 0.9373737373737373, 0.9509469696969697, 0.8881313131313131, 0.925, 0.9875, 0.9041666666666667, 0.9735479797979798, 0.997979797979798, 0.9479166666666666, 0.9344065656565654, 0.85625, 0.9260732323232322, 0.8954545454545453, 0.975, 0.9609217171717171, 0.9792297979797979, 0.9735479797979798, 0.8916666666666667, 0.9730429292929291]
f1_score_list: [0.9857501280081925, 0.9018209782436544, 0.9688591662275873, 0.9918213716656431, 0.989363036132902, 0.9206724584464702, 0.9703659097720382, 0.9210294868700505, 0.9696453916804794, 0.9305828911467146, 0.9367833197940525, 0.9490471848366585, 0.8770783757693934, 0.9234621678555386, 0.9871396362624433, 0.8974528144893307, 0.9732462022132806, 0.9979723502304148, 0.9462158221769624, 0.9320268976944056, 0.8465807920020445, 0.9235339688088344, 0.8924878883649077, 0.9746556950072841, 0.9603696279379786, 0.9788065677736463, 0.9732462022132806, 0.8853800643142039, 0.9718093791124645]
accuracy_intime_list: [1.0, 0.9730158730158729, 0.9944444444444444, 0.9952380952380953, 1.0, 0.961111111111111, 0.9666666666666667, 0.9888888888888888, 0.9722222222222221, 0.9841269841269841, 0.9777777777777779, 0.9666666666666666, 0.9888888888888888, 0.9888888888888889, 0.9944444444444444, 0.9944444444444444, 0.9841269841269841, 1.0, 0.9722222222222222, 0.9222222222222222, 0.9722222222222221, 0.9277777777777778, 0.9722222222222222, 1.0, 0.9888888888888889, 0.9674603174603174, 0.9841269841269841, 0.9722222222222222, 0.9777777777777779]
f1_in_time_list: [1.0, 0.9726312902783492, 0.9944055944055944, 0.9952136752136752, 1.0, 0.9596048396048396, 0.9640709617180205, 0.9876829053299642, 0.9710334110334112, 0.9838201014671604, 0.9774603174603175, 0.9650655227125816, 0.9876829053299642, 0.9885714285714287, 0.9944055944055944, 0.9944055944055944, 0.9838201014671603, 1.0, 0.9707936507936508, 0.9108003108003108, 0.9695316448257626, 0.9159898924604807, 0.971865911865912, 1.0, 0.9885714285714287, 0.9646192696192697, 0.9838201014671603, 0.9707936507936509, 0.9771428571428572]
**************************************************
Mean Accuracy: 0.9462839603
Mean F1: 0.9440415785
Std Accuracy: 0.0366076808
Std F1: 0.0389777498
Mean Accuracy (Intime): 0.9788998358
Std Accuracy (Intime): 0.0186495035
Mean F1 (Intime): 0.9773725159
Std F1 (Intime): 0.0212313633
ACC: 94.63±3.66
F1: 94.40±3.90
Intime: 97.89±1.86
F1 (Intime): 97.74±2.12
