Learning Rate: 0.001

Subject Number: 1
Accuracy Cross: [0.5735294117647058, 0.5, 0.4852941176470588, 0.45588235294117646, 0.4852941176470588, 0.6956521739130435, 0.463768115942029, 0.5652173913043478, 0.6086956521739131, 0.6521739130434783, 0.6911764705882353, 0.7058823529411765, 0.7205882352941176, 0.75, 0.75]
  mean: 0.6068769537, std: 0.1057852698
F1 Score: [0.5592059553349875, 0.45789473684210524, 0.4683706816059757, 0.4017857142857143, 0.43148820326678766, 0.7131189213085765, 0.40079365079365076, 0.5224892588614394, 0.5195092176224252, 0.6374475524475525, 0.6242424242424243, 0.6286324786324786, 0.6528066528066528, 0.6896284829721362, 0.6961271102284011]
  mean: 0.5602360694, std: 0.1067675720
Accuracy Intime: [1.0, 0.9642857142857143, 0.9285714285714286, 1.0, 0.9230769230769231, 0.9285714285714286, 0.8928571428571429, 0.9642857142857143, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9615384615384616, 1.0]
  mean: 0.9708791209, std: 0.0355065811
F1 In Time: [1.0, 0.9625668449197861, 0.9328525641025641, 1.0, 0.9285714285714286, 0.9365079365079365, 0.8741830065359477, 0.9641025641025641, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9625668449197861, 1.0]
  mean: 0.9707567460, std: 0.0371802514
--------------------------------------------------
Subject Number: 2
Accuracy Cross: [0.6521739130434783, 0.4927536231884058, 0.7971014492753623, 0.6231884057971014, 0.463768115942029, 0.7205882352941176, 0.5735294117647058, 0.7794117647058824, 0.7205882352941176, 0.6176470588235294, 0.6086956521739131, 0.463768115942029, 0.6666666666666666, 0.6521739130434783, 0.5217391304347826]
  mean: 0.6235862461, std: 0.1026433470
F1 Score: [0.6515151515151515, 0.3240203193033382, 0.7983630952380952, 0.5647502903600464, 0.4287779106858054, 0.6663308913308914, 0.48995914276904107, 0.7604259094942325, 0.7085582371202556, 0.6313390313390314, 0.5531446540880502, 0.31698564593301437, 0.6122197922361947, 0.6279879708083369, 0.4642857142857143]
  mean: 0.5732442504, std: 0.1401532131
Accuracy Intime: [0.8928571428571429, 0.8214285714285714, 1.0, 0.9615384615384616, 0.7307692307692307, 1.0, 1.0, 1.0, 0.75, 1.0, 0.9285714285714286, 1.0, 1.0, 0.9230769230769231, 0.8846153846153846]
  mean: 0.9261904762, std: 0.0903500478
F1 In Time: [0.8741830065359477, 0.7619047619047619, 1.0, 0.9686274509803922, 0.7271199388846448, 1.0, 1.0, 1.0, 0.6412280701754386, 1.0, 0.9269607843137255, 1.0, 1.0, 0.8809523809523809, 0.8666666666666666]
  mean: 0.9098428707, std: 0.1131502074
--------------------------------------------------
Subject Number: 3
Accuracy Cross: [0.5147058823529411, 0.6617647058823529, 0.4852941176470588, 0.5735294117647058, 0.7058823529411765, 0.6521739130434783, 0.6811594202898551, 0.6086956521739131, 0.7101449275362319, 0.7101449275362319, 0.6521739130434783, 0.5652173913043478, 0.7391304347826086, 0.6086956521739131, 0.6521739130434783]
  mean: 0.6347257744, std: 0.0720214450
F1 Score: [0.4634615384615385, 0.5871428571428572, 0.4890338499377237, 0.5190724448788965, 0.6938769097835905, 0.6023667193022032, 0.6199311265724928, 0.5745614035087719, 0.6659090909090909, 0.6382211538461539, 0.6265756302521008, 0.5113636363636364, 0.7342784027566637, 0.5908385093167702, 0.5972222222222222]
  mean: 0.5942570330, std: 0.0728142880
Accuracy Intime: [0.8571428571428571, 1.0, 1.0, 1.0, 1.0, 0.8214285714285714, 1.0, 1.0, 1.0, 0.9615384615384616, 0.8928571428571429, 1.0, 1.0, 0.9615384615384616, 1.0]
  mean: 0.9663003663, std: 0.0575610461
F1 In Time: [0.8660714285714286, 1.0, 1.0, 1.0, 1.0, 0.8236263736263736, 1.0, 1.0, 1.0, 0.9641025641025641, 0.8945741758241759, 1.0, 1.0, 0.9625668449197861, 1.0]
  mean: 0.9673960925, std: 0.0559188507
--------------------------------------------------
Subject Number: 4
Accuracy Cross: [0.5652173913043478, 0.5072463768115942, 0.6811594202898551, 0.6376811594202898, 0.5507246376811594, 0.7681159420289855, 0.8985507246376812, 0.927536231884058, 0.7101449275362319, 0.7681159420289855, 0.6086956521739131, 0.7391304347826086, 0.7391304347826086, 0.7391304347826086, 0.7246376811594203]
  mean: 0.7043478261, std: 0.1142141783
F1 Score: [0.5633449753466017, 0.454658035462989, 0.6327026412966416, 0.5773809523809523, 0.5293103448275862, 0.7454290689448767, 0.8960094727989022, 0.9291896144767899, 0.6608287545787546, 0.7197138314785374, 0.5958385093167702, 0.6666666666666666, 0.6876684636118598, 0.6666666666666666, 0.7309205350118018]
  mean: 0.6704219022, std: 0.1220814046
Accuracy Intime: [1.0, 0.9642857142857143, 1.0, 0.9285714285714286, 0.9230769230769231, 1.0, 1.0, 1.0, 0.8214285714285714, 0.8846153846153846, 0.9285714285714286, 1.0, 1.0, 0.9642857142857143, 0.7692307692307693]
  mean: 0.9456043956, std: 0.0696394704
F1 In Time: [1.0, 0.9625668449197862, 1.0, 0.9365079365079365, 0.9285714285714286, 1.0, 1.0, 1.0, 0.8316464237516868, 0.8866133866133865, 0.9222222222222223, 1.0, 1.0, 0.9686274509803922, 0.6818181818181819]
  mean: 0.9412382584, std: 0.0849364977
--------------------------------------------------
Subject Number: 5
Accuracy Cross: [0.5735294117647058, 0.4411764705882353, 0.5735294117647058, 0.20588235294117646, 0.5588235294117647, 0.6323529411764706, 0.9411764705882353, 0.7352941176470589, 0.7647058823529411, 0.7352941176470589, 0.7352941176470589, 0.7205882352941176, 0.5, 0.6323529411764706, 0.7352941176470589]
  mean: 0.6323529412, std: 0.1655963325
F1 Score: [0.5284615384615385, 0.36697324414715715, 0.5284615384615385, 0.25, 0.5060096153846154, 0.5652120112192707, 0.9442724458204335, 0.6666666666666666, 0.7487212276214834, 0.6564102564102564, 0.6531856645097063, 0.6445868945868946, 0.43901601830663617, 0.5589690364988756, 0.6630545639979603]
  mean: 0.5813333815, std: 0.1584329042
Accuracy Intime: [1.0, 0.9642857142857143, 1.0, 1.0, 1.0, 0.75, 1.0, 1.0, 0.8846153846153846, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9732600733, std: 0.0665150431
F1 In Time: [1.0, 0.9625668449197861, 1.0, 1.0, 1.0, 0.748085248085248, 1.0, 1.0, 0.8771929824561403, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9725230050, std: 0.0676358229
--------------------------------------------------
Subject Number: 6
Accuracy Cross: [0.6029411764705882, 0.45588235294117646, 0.4264705882352941, 0.5294117647058824, 0.4852941176470588, 0.5507246376811594, 0.5652173913043478, 0.43478260869565216, 0.6086956521739131, 0.6086956521739131, 0.7101449275362319, 0.6811594202898551, 0.6376811594202898, 0.6811594202898551, 0.5652173913043478]
  mean: 0.5695652174, std: 0.0872384533
F1 Score: [0.5248616600790514, 0.39261904761904765, 0.3563636363636363, 0.4901326721589617, 0.4432767232767233, 0.5555863915371555, 0.5587281113195748, 0.38259589247961345, 0.5667595495181701, 0.5884615384615384, 0.6361111111111111, 0.6133838383838384, 0.5590245417831625, 0.6167925824175824, 0.479241367053477]
  mean: 0.5175959109, std: 0.0867921375
Accuracy Intime: [0.9642857142857143, 1.0, 0.9642857142857143, 0.9642857142857143, 0.9230769230769231, 1.0, 0.9642857142857143, 0.9642857142857143, 0.9230769230769231, 0.7307692307692307, 0.9285714285714286, 0.9285714285714286, 0.9642857142857143, 0.9615384615384616, 0.8846153846153846]
  mean: 0.9377289377, std: 0.0626121878
F1 In Time: [0.9641025641025641, 1.0, 0.9641025641025642, 0.9641025641025641, 0.9142857142857144, 1.0, 0.9686274509803922, 0.9625668449197862, 0.8827300150829562, 0.6714285714285715, 0.9270833333333334, 0.9328282828282828, 0.9686274509803922, 0.9494949494949495, 0.8794372294372295]
  mean: 0.9299611690, std: 0.0772991670
--------------------------------------------------
Subject Number: 7
Accuracy Cross: [0.9852941176470589, 0.9264705882352942, 0.6323529411764706, 0.7205882352941176, 0.6176470588235294, 0.6911764705882353, 0.6911764705882353, 0.6323529411764706, 0.5882352941176471, 0.7205882352941176, 0.6323529411764706, 0.7941176470588235, 0.6323529411764706, 0.8235294117647058, 0.7058823529411765]
  mean: 0.7196078431, std: 0.1124420480
F1 Score: [0.9842364532019705, 0.921670662598082, 0.5510854520288483, 0.6865551839464883, 0.567236007566485, 0.597927807486631, 0.6197458455522972, 0.5606060606060606, 0.522728095450076, 0.6339285714285714, 0.61996336996337, 0.8007897603485838, 0.566984631690514, 0.8152077807250222, 0.6510528927963699]
  mean: 0.6733145717, std: 0.1369272844
Accuracy Intime: [1.0, 0.9642857142857143, 1.0, 1.0, 0.8076923076923077, 1.0, 1.0, 0.9642857142857143, 1.0, 0.8846153846153846, 1.0, 1.0, 1.0, 0.9615384615384616, 1.0]
  mean: 0.9721611722, std: 0.0533548894
F1 In Time: [1.0, 0.9641025641025641, 1.0, 1.0, 0.7899267399267399, 1.0, 1.0, 0.9625668449197862, 1.0, 0.8666666666666666, 1.0, 1.0, 1.0, 0.9450549450549451, 1.0]
  mean: 0.9685545174, std: 0.0593212176
--------------------------------------------------
Subject Number: 8
Accuracy Cross: [0.5441176470588235, 0.5882352941176471, 0.4852941176470588, 0.6029411764705882, 0.6029411764705882, 0.6911764705882353, 0.6911764705882353, 0.7205882352941176, 0.6764705882352942, 0.7058823529411765, 0.6176470588235294, 0.45588235294117646, 0.4264705882352941, 0.6617647058823529, 0.36764705882352944]
  mean: 0.5892156863, std: 0.1070559505
F1 Score: [0.5194099378881988, 0.5169934640522875, 0.46749408983451535, 0.5622294372294372, 0.5372089800443459, 0.6562271062271062, 0.6275303643724697, 0.6473017422106557, 0.6015409542195257, 0.6431912681912682, 0.5801572897761645, 0.4999586133320253, 0.4818690029203171, 0.6317042606516291, 0.4384928080050031]
  mean: 0.5607539546, std: 0.0696082404
Accuracy Intime: [0.9642857142857143, 1.0, 1.0, 0.9615384615384616, 0.9615384615384616, 0.9642857142857143, 1.0, 1.0, 0.9230769230769231, 0.9615384615384616, 0.9285714285714286, 1.0, 1.0, 0.9615384615384616, 0.8846153846153846]
  mean: 0.9673992674, std: 0.0335249894
F1 In Time: [0.9686274509803922, 1.0, 1.0, 0.9625668449197861, 0.9641025641025641, 0.9641025641025641, 1.0, 1.0, 0.9328282828282828, 0.9580419580419581, 0.9365079365079365, 1.0, 1.0, 0.9641025641025641, 0.8914884135472371]
  mean: 0.9694912386, std: 0.0309495409
--------------------------------------------------
Subject Number: 9
Accuracy Cross: [0.75, 0.36764705882352944, 0.5588235294117647, 0.6176470588235294, 0.6176470588235294, 0.5735294117647058, 0.5588235294117647, 0.6617647058823529, 0.5147058823529411, 0.6323529411764706, 0.47058823529411764, 0.6470588235294118, 0.5441176470588235, 0.6176470588235294, 0.47058823529411764]
  mean: 0.5735294118, std: 0.0901747630
F1 Score: [0.7602564102564102, 0.4246406461253825, 0.5403744403744404, 0.5808982683982684, 0.5917508417508417, 0.5266636957813429, 0.4695883441258094, 0.6001951149009972, 0.4326267056530214, 0.6143495453979325, 0.39088350561561325, 0.62364215619463, 0.4837478801582815, 0.5976572916228089, 0.42647058823529416]
  mean: 0.5375830290, std: 0.0967847505
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 0.8461538461538461, 1.0, 1.0, 1.0, 0.9615384615384616, 0.9615384615384616, 0.8214285714285714, 1.0, 1.0, 1.0, 0.7692307692307693]
  mean: 0.9573260073, std: 0.0750348218
F1 In Time: [1.0, 1.0, 1.0, 1.0, 0.8115079365079365, 1.0, 1.0, 1.0, 0.9555555555555556, 0.9580419580419581, 0.7619047619047619, 1.0, 1.0, 1.0, 0.7355263157894737]
  mean: 0.9481691019, std: 0.0915074081
--------------------------------------------------
Subject Number: 10
Accuracy Cross: [0.4264705882352941, 0.5441176470588235, 0.4264705882352941, 0.3235294117647059, 0.35294117647058826, 0.6029411764705882, 0.39705882352941174, 0.47058823529411764, 0.5, 0.35294117647058826, 0.6956521739130435, 0.6811594202898551, 0.6231884057971014, 0.6376811594202898, 0.4492753623188406]
  mean: 0.4989343564, std: 0.1202771110
F1 Score: [0.42407407407407405, 0.5300438596491228, 0.448313492063492, 0.37758194186765615, 0.39605883613760584, 0.5290650406504065, 0.2748154224774405, 0.37339325633383014, 0.4145135566188198, 0.31808035714285715, 0.6608455882352942, 0.5912404092071611, 0.5731143856143857, 0.5797946838309792, 0.4442428539202733]
  mean: 0.4623451839, std: 0.1067280813
Accuracy Intime: [0.8214285714285714, 1.0, 1.0, 1.0, 0.9615384615384616, 1.0, 1.0, 1.0, 0.9615384615384616, 0.9230769230769231, 0.8928571428571429, 1.0, 0.9642857142857143, 1.0, 1.0]
  mean: 0.9683150183, std: 0.0506356435
F1 In Time: [0.8212669683257918, 1.0, 1.0, 1.0, 0.9580419580419581, 1.0, 1.0, 1.0, 0.9641025641025641, 0.9142857142857144, 0.8873737373737374, 1.0, 0.9641025641025642, 1.0, 1.0]
  mean: 0.9672782337, std: 0.0518035583
--------------------------------------------------
Subject Number: 11
Accuracy Cross: [0.5797101449275363, 0.6086956521739131, 0.6811594202898551, 0.5942028985507246, 0.6666666666666666, 0.6666666666666666, 0.6376811594202898, 0.7101449275362319, 0.782608695652174, 0.6666666666666666, 0.782608695652174, 0.5942028985507246, 0.6666666666666666, 0.7681159420289855, 0.6811594202898551]
  mean: 0.6724637681, std: 0.0638997324
F1 Score: [0.5494926859632742, 0.5912199212129424, 0.6394287129113105, 0.5358037952022914, 0.580977845683728, 0.5888888888888889, 0.5842105263157895, 0.6898542779049072, 0.7614269788182831, 0.6029552207130731, 0.7895240000889304, 0.5936862244897958, 0.6564197296955918, 0.7448701006003238, 0.6851899976899977]
  mean: 0.6395965937, std: 0.0761789034
Accuracy Intime: [0.9642857142857143, 1.0, 1.0, 0.9642857142857143, 0.9615384615384616, 1.0, 0.9642857142857143, 1.0, 1.0, 0.9615384615384616, 1.0, 0.9642857142857143, 1.0, 0.9285714285714286, 0.9615384615384616]
  mean: 0.9780219780, std: 0.0222057796
F1 In Time: [0.9641025641025641, 1.0, 1.0, 0.9641025641025641, 0.9580419580419581, 1.0, 0.9625668449197861, 1.0, 1.0, 0.9580419580419581, 1.0, 0.9625668449197861, 1.0, 0.9285714285714286, 0.9641025641025642]
  mean: 0.9774731151, std: 0.0226266026
--------------------------------------------------
Subject Number: 12
Accuracy Cross: [0.7058823529411765, 0.6617647058823529, 0.5588235294117647, 0.6029411764705882, 0.6029411764705882, 0.7681159420289855, 0.7536231884057971, 0.7536231884057971, 0.7971014492753623, 0.7101449275362319, 0.4117647058823529, 0.5588235294117647, 0.8088235294117647, 0.6029411764705882, 0.6617647058823529]
  mean: 0.6639386189, std: 0.1053310329
F1 Score: [0.7059657218193803, 0.602165256346441, 0.5630630630630631, 0.5812334217506632, 0.6080058285940639, 0.7752475535880708, 0.7567460317460317, 0.729724298689816, 0.805104800540906, 0.6818840579710145, 0.41720302318128405, 0.4846621957277695, 0.8001168126825198, 0.5595238095238095, 0.5920637829912023]
  mean: 0.6441806439, std: 0.1134557422
Accuracy Intime: [0.9285714285714286, 1.0, 1.0, 0.8076923076923077, 0.8076923076923077, 0.9642857142857143, 1.0, 1.0, 1.0, 1.0, 0.9285714285714286, 0.8571428571428571, 0.9642857142857143, 0.6923076923076923, 1.0]
  mean: 0.9300366300, std: 0.0925127816
F1 In Time: [0.9328525641025641, 1.0, 1.0, 0.8058261183261183, 0.8128342245989305, 0.9641025641025641, 1.0, 1.0, 1.0, 1.0, 0.9328525641025641, 0.843859649122807, 0.9641025641025641, 0.6666666666666666, 1.0]
  mean: 0.9282064610, std: 0.0974698478
--------------------------------------------------
Subject Number: 13
Accuracy Cross: [0.5735294117647058, 0.6470588235294118, 0.5882352941176471, 0.6176470588235294, 0.45588235294117646, 0.4057971014492754, 0.4492753623188406, 0.5072463768115942, 0.5362318840579711, 0.5797101449275363, 0.4852941176470588, 0.4411764705882353, 0.5, 0.3088235294117647, 0.47058823529411764]
  mean: 0.5044330776, std: 0.0858552505
F1 Score: [0.5252403846153846, 0.5825, 0.5354471069549971, 0.619298245614035, 0.4096153846153846, 0.2690166975881262, 0.4216420966420966, 0.4243092972601169, 0.4456224350205198, 0.5276553507685584, 0.44107142857142856, 0.3462962962962963, 0.4472222222222222, 0.25940438871473354, 0.32702816309373683]
  mean: 0.4387579665, std: 0.1037545005
Accuracy Intime: [0.7857142857142857, 0.7857142857142857, 0.7142857142857143, 0.7307692307692307, 0.7692307692307693, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8214285714285714, 1.0, 0.8928571428571429, 1.0, 0.9615384615384616]
  mean: 0.8974358974, std: 0.1114345077
F1 In Time: [0.6818181818181819, 0.6818181818181819, 0.65, 0.7181429681429682, 0.6818181818181819, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8203983516483517, 1.0, 0.8923076923076924, 1.0, 0.9580419580419581]
  mean: 0.8722897010, std: 0.1429751611
--------------------------------------------------
Subject Number: 14
Accuracy Cross: [0.5294117647058824, 0.47058823529411764, 0.45588235294117646, 0.47058823529411764, 0.47058823529411764, 0.4117647058823529, 0.4117647058823529, 0.5147058823529411, 0.4117647058823529, 0.6323529411764706, 0.8823529411764706, 0.7647058823529411, 0.5441176470588235, 0.4117647058823529, 0.7352941176470589]
  mean: 0.5411764706, std: 0.1419911136
F1 Score: [0.4778968171416684, 0.3975409836065574, 0.3657407407407407, 0.40845864661654135, 0.3951612903225806, 0.412448009506833, 0.3914079553723017, 0.5519047619047619, 0.4225436913895993, 0.5674470457079153, 0.8831168831168832, 0.7375095492742552, 0.5152965695562045, 0.3920326161705472, 0.7278739778739778]
  mean: 0.5097586359, std: 0.1520222688
Accuracy Intime: [0.7857142857142857, 0.8214285714285714, 1.0, 1.0, 0.8076923076923077, 0.9642857142857143, 1.0, 0.9642857142857143, 1.0, 0.9230769230769231, 0.8928571428571429, 1.0, 1.0, 1.0, 0.9230769230769231]
  mean: 0.9388278388, std: 0.0750656616
F1 In Time: [0.7597222222222222, 0.8128342245989305, 1.0, 1.0, 0.8151848151848151, 0.9641025641025641, 1.0, 0.9641025641025642, 1.0, 0.9221445221445221, 0.8923076923076922, 1.0, 1.0, 1.0, 0.9222222222222223]
  mean: 0.9368413885, std: 0.0788972667
--------------------------------------------------
Subject Number: 15
Accuracy Cross: [0.7794117647058824, 0.75, 0.5882352941176471, 0.4852941176470588, 0.8676470588235294, 0.6029411764705882, 0.6470588235294118, 0.6176470588235294, 0.7058823529411765, 0.8823529411764706, 0.5588235294117647, 0.5441176470588235, 0.5, 0.47058823529411764, 0.6176470588235294]
  mean: 0.6411764706, std: 0.1263679474
F1 Score: [0.7752273588480486, 0.7584833050367854, 0.5786736411736412, 0.5177387112895165, 0.870428699207769, 0.5318171506352087, 0.6036967418546366, 0.5484848484848486, 0.6204968944099378, 0.8808144007384995, 0.48096426899672334, 0.4572086128881261, 0.39285714285714285, 0.375, 0.5674917225228135]
  mean: 0.5972922333, std: 0.1531463537
Accuracy Intime: [0.8571428571428571, 1.0, 1.0, 0.8846153846153846, 0.9615384615384616, 0.7857142857142857, 0.9285714285714286, 0.7857142857142857, 0.7307692307692307, 1.0, 0.9285714285714286, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9241758242, std: 0.0907331257
F1 In Time: [0.8541666666666666, 1.0, 1.0, 0.902834008097166, 0.9641025641025641, 0.6818181818181819, 0.9270833333333334, 0.6818181818181819, 0.696031746031746, 1.0, 0.9328282828282828, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9093788643, std: 0.1193089216
--------------------------------------------------
Subject Number: 16
Accuracy Cross: [0.5882352941176471, 0.5147058823529411, 0.8088235294117647, 0.5588235294117647, 0.8235294117647058, 0.6323529411764706, 0.6176470588235294, 0.6911764705882353, 0.5882352941176471, 0.5735294117647058, 0.6323529411764706, 0.5882352941176471, 0.6617647058823529, 0.5147058823529411, 0.5294117647058824]
  mean: 0.6215686275, std: 0.0907273357
F1 Score: [0.5248721904898144, 0.4362388591800357, 0.8161481581399912, 0.5216783216783216, 0.8146393080603607, 0.6312420712720563, 0.5198163905060457, 0.637033686339205, 0.5573593073593073, 0.5326975192828851, 0.5895564554101139, 0.5555366326053564, 0.6199496586293319, 0.45506989748369053, 0.5065270935960591]
  mean: 0.5812243700, std: 0.1075326834
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 1.0, 0.9642857142857143, 1.0, 1.0, 1.0, 1.0, 0.9285714285714286, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9928571429, std: 0.0193429486
F1 In Time: [1.0, 1.0, 1.0, 1.0, 1.0, 0.9686274509803922, 1.0, 1.0, 1.0, 1.0, 0.9285714285714286, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9931465920, std: 0.0189415586
--------------------------------------------------
Subject Number: 17
Accuracy Cross: [0.7246376811594203, 0.6956521739130435, 0.6376811594202898, 0.6956521739130435, 0.8115942028985508, 0.463768115942029, 0.5362318840579711, 0.5507246376811594, 0.5652173913043478, 0.4492753623188406, 0.7058823529411765, 0.7352941176470589, 0.6029411764705882, 0.4264705882352941, 0.5735294117647058]
  mean: 0.6116368286, std: 0.1117475264
F1 Score: [0.6503036437246963, 0.686389570091587, 0.6407915360501568, 0.6690476190476191, 0.8171208583999283, 0.4715148835838491, 0.502673535897586, 0.5208333333333334, 0.5402580754114468, 0.4141624579124579, 0.6832346574993635, 0.7220728291316527, 0.5591397849462365, 0.3877908934834931, 0.5560590431280086]
  mean: 0.5880928481, std: 0.1161193842
Accuracy Intime: [0.8571428571428571, 1.0, 0.9642857142857143, 0.9230769230769231, 0.9230769230769231, 0.9285714285714286, 1.0, 1.0, 1.0, 0.9615384615384616, 0.9642857142857143, 0.9642857142857143, 1.0, 0.9642857142857143, 1.0]
  mean: 0.9633699634, std: 0.0398325333
F1 In Time: [0.8595959595959597, 1.0, 0.9625668449197862, 0.9136823960353372, 0.9222222222222223, 0.9270833333333334, 1.0, 1.0, 1.0, 0.9580419580419581, 0.9686274509803922, 0.9641025641025641, 1.0, 0.9625668449197861, 1.0]
  mean: 0.9625659716, std: 0.0402876915
--------------------------------------------------
Subject Number: 18
Accuracy Cross: [0.5217391304347826, 0.5072463768115942, 0.7536231884057971, 0.6086956521739131, 0.7681159420289855, 0.4264705882352941, 0.6176470588235294, 0.45588235294117646, 0.5441176470588235, 0.6764705882352942, 0.6470588235294118, 0.6617647058823529, 0.4852941176470588, 0.6617647058823529, 0.5441176470588235]
  mean: 0.5920005683, std: 0.1006630453
F1 Score: [0.4744847192608387, 0.43292682926829273, 0.762157382847038, 0.5853777853666866, 0.7652242506197882, 0.4066754141381007, 0.5945116980516834, 0.46822993744495794, 0.5299630924630925, 0.6188311688311688, 0.6186965811965812, 0.6000506585612968, 0.4623563218390805, 0.5984693877551021, 0.5062828755113968]
  mean: 0.5616158735, std: 0.1043978060
Accuracy Intime: [1.0, 1.0, 1.0, 1.0, 1.0, 0.9642857142857143, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9976190476, std: 0.0089087081
F1 In Time: [1.0, 1.0, 1.0, 1.0, 1.0, 0.9625668449197861, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
  mean: 0.9975044563, std: 0.0093374694
--------------------------------------------------
Subject Number: 19
Accuracy Cross: [0.3382352941176471, 0.23529411764705882, 0.4264705882352941, 0.47058823529411764, 0.3235294117647059, 0.5882352941176471, 0.6176470588235294, 0.7205882352941176, 0.6764705882352942, 0.6764705882352942, 0.5, 0.5882352941176471, 0.4117647058823529, 0.4117647058823529, 0.36764705882352944]
  mean: 0.4901960784, std: 0.1427472527
F1 Score: [0.2785915492957746, 0.2603225806451613, 0.33999999999999997, 0.375, 0.28997125165855814, 0.5385798983625071, 0.5880118004648668, 0.7101293103448276, 0.6157407407407407, 0.612797619047619, 0.4126924987580725, 0.5088264722698684, 0.3181818181818182, 0.2952380952380952, 0.3067632850241546]
  mean: 0.4300564613, std: 0.1455923124
Accuracy Intime: [0.8214285714285714, 1.0, 0.9285714285714286, 0.9615384615384616, 0.9615384615384616, 1.0, 1.0, 1.0, 1.0, 0.9615384615384616, 0.6785714285714286, 1.0, 1.0, 0.9615384615384616, 1.0]
  mean: 0.9516483516, std: 0.0860833138
F1 In Time: [0.8182692307692307, 1.0, 0.9267676767676768, 0.9686274509803922, 0.9641025641025641, 1.0, 1.0, 1.0, 1.0, 0.9625668449197861, 0.6976190476190476, 1.0, 1.0, 0.9686274509803922, 1.0]
  mean: 0.9537720177, std: 0.0826342268
--------------------------------------------------
Subject Number: 20
Accuracy Cross: [0.5147058823529411, 0.6617647058823529, 0.7058823529411765, 0.5441176470588235, 0.5441176470588235, 0.6764705882352942, 0.6323529411764706, 0.5882352941176471, 0.6617647058823529, 0.7058823529411765, 0.7101449275362319, 0.8260869565217391, 0.7391304347826086, 0.7246376811594203, 0.5942028985507246]
  mean: 0.6552998011, std: 0.0828280022
F1 Score: [0.47227017655409, 0.6330802852541982, 0.6554566123531641, 0.5109812966955825, 0.5206049715483677, 0.6244444444444445, 0.5852470110534627, 0.5386008918617614, 0.5888613048081487, 0.6222585924713584, 0.7084902926687917, 0.832339034904742, 0.7250622940278113, 0.7114734299516907, 0.5521634615384615]
  mean: 0.6187556067, std: 0.0933621311
Accuracy Intime: [0.9285714285714286, 1.0, 1.0, 0.9230769230769231, 0.8461538461538461, 0.8571428571428571, 1.0, 0.8214285714285714, 0.8076923076923077, 0.8461538461538461, 0.9285714285714286, 1.0, 0.9642857142857143, 0.8846153846153846, 0.8076923076923077]
  mean: 0.9076923077, std: 0.0714130724
F1 In Time: [0.9269607843137255, 1.0, 1.0, 0.8872549019607843, 0.8375, 0.8631410256410257, 1.0, 0.7619047619047619, 0.8166666666666667, 0.8285714285714285, 0.9375, 1.0, 0.9641025641025641, 0.8952991452991453, 0.8118881118881118]
  mean: 0.9020526260, std: 0.0776783659
--------------------------------------------------
Subject Number: 21
Accuracy Cross: [0.9411764705882353, 0.8235294117647058, 0.8235294117647058, 0.7647058823529411, 0.7205882352941176, 0.9117647058823529, 0.9411764705882353, 0.8823529411764706, 0.8088235294117647, 0.8382352941176471, 0.7941176470588235, 0.75, 0.75, 0.7794117647058824, 0.8823529411764706]
  mean: 0.8274509804, std: 0.0684451360
F1 Score: [0.9397584033613445, 0.8099242099242099, 0.8254172364367267, 0.7551765307862868, 0.7125396399589949, 0.90999390999391, 0.94375, 0.8831168831168832, 0.79981684981685, 0.8153945480631277, 0.7925857843137255, 0.7092914438502673, 0.7158635904035298, 0.7397245944043974, 0.8841634366925064]
  mean: 0.8157678041, std: 0.0783976028
Accuracy Intime: [0.9642857142857143, 1.0, 1.0, 1.0, 0.9230769230769231, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9642857142857143, 1.0, 0.9285714285714286, 1.0, 1.0]
  mean: 0.9853479853, std: 0.0262678485
F1 In Time: [0.9641025641025641, 1.0, 1.0, 1.0, 0.9224358974358975, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9641025641025642, 1.0, 0.9222222222222223, 1.0, 1.0]
  mean: 0.9848575499, std: 0.0273293708
--------------------------------------------------
Subject Number: 22
Accuracy Cross: [0.5441176470588235, 0.5, 0.5441176470588235, 0.5441176470588235, 0.4852941176470588, 0.5652173913043478, 0.5797101449275363, 0.463768115942029, 0.391304347826087, 0.4057971014492754, 0.6176470588235294, 0.6029411764705882, 0.6176470588235294, 0.7794117647058824, 0.5441176470588235]
  mean: 0.5456805911, std: 0.0915274679
F1 Score: [0.5163149350649351, 0.4317160826594789, 0.47015098722415793, 0.5007692307692307, 0.42876614910513217, 0.5253697093319735, 0.5496210685865858, 0.377742946708464, 0.31664031620553357, 0.3858288770053476, 0.5650349650349651, 0.5906874039938557, 0.6107142857142858, 0.7823234524847428, 0.5361764705882353]
  mean: 0.5058571254, std: 0.1097923042
Accuracy Intime: [0.8928571428571429, 1.0, 1.0, 1.0, 0.9230769230769231, 1.0, 1.0, 1.0, 1.0, 0.8846153846153846, 0.8571428571428571, 1.0, 1.0, 0.9615384615384616, 0.8461538461538461]
  mean: 0.9576923077, std: 0.0573976428
F1 In Time: [0.8926739926739926, 1.0, 1.0, 1.0, 0.9142857142857144, 1.0, 1.0, 1.0, 1.0, 0.8750000000000001, 0.8666666666666667, 1.0, 1.0, 0.9686274509803922, 0.8302641802641804]
  mean: 0.9565012003, std: 0.0598224541
--------------------------------------------------
Subject Number: 23
Accuracy Cross: [0.6956521739130435, 0.5942028985507246, 0.7971014492753623, 0.8985507246376812, 0.7681159420289855, 0.45588235294117646, 0.25, 0.3088235294117647, 0.38235294117647056, 0.6470588235294118, 0.463768115942029, 0.5652173913043478, 0.463768115942029, 0.6231884057971014, 0.5217391304347826]
  mean: 0.5623614663, std: 0.1764098447
F1 Score: [0.6503401360544218, 0.5531671179078278, 0.7665180441678138, 0.8989574979951884, 0.7230769230769231, 0.30931352870333195, 0.1619443758064959, 0.2557652799178223, 0.355457254609797, 0.5735632183908046, 0.36813987372510926, 0.5252525252525252, 0.37091097308488613, 0.5560802207130731, 0.4754964493770464]
  mean: 0.5029322279, std: 0.1966882571
Accuracy Intime: [0.9285714285714286, 0.9642857142857143, 1.0, 1.0, 0.9615384615384616, 0.9642857142857143, 1.0, 0.9642857142857143, 1.0, 1.0, 0.9642857142857143, 1.0, 1.0, 1.0, 0.9615384615384616]
  mean: 0.9805860806, std: 0.0223743268
F1 In Time: [0.9258241758241759, 0.9686274509803922, 1.0, 1.0, 0.9625668449197862, 0.9625668449197861, 1.0, 0.9641025641025641, 1.0, 1.0, 0.9625668449197861, 1.0, 1.0, 1.0, 0.9641025641025641]
  mean: 0.9806904860, std: 0.0226191731
--------------------------------------------------
Subject Number: 24
Accuracy Cross: [0.6029411764705882, 0.47058823529411764, 0.5735294117647058, 0.5735294117647058, 0.7205882352941176, 0.6764705882352942, 0.7352941176470589, 0.6470588235294118, 0.6911764705882353, 0.7058823529411765, 0.8235294117647058, 0.7058823529411765, 0.7352941176470589, 0.6764705882352942, 0.7058823529411765]
  mean: 0.6696078431, std: 0.0826442095
F1 Score: [0.5533558558558558, 0.44582442798681177, 0.5545790545790547, 0.5810850439882698, 0.7165480971083107, 0.5995980735248259, 0.6521485411140584, 0.5743465807375582, 0.6269196025293586, 0.6273214285714286, 0.8351994851994852, 0.6947860649988309, 0.6868421052631579, 0.5966873706004141, 0.7130436556507548]
  mean: 0.6305523592, std: 0.0884804401
Accuracy Intime: [0.9642857142857143, 1.0, 1.0, 1.0, 1.0, 0.8571428571428571, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9642857142857143, 0.9642857142857143, 1.0, 0.9230769230769231]
  mean: 0.9782051282, std: 0.0391804433
F1 In Time: [0.9641025641025641, 1.0, 1.0, 1.0, 1.0, 0.8610576923076922, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9625668449197862, 0.9641025641025641, 1.0, 0.9142857142857144]
  mean: 0.9777410253, std: 0.0393263841
--------------------------------------------------
Subject Number: 25
Accuracy Cross: [0.9855072463768116, 0.927536231884058, 0.8695652173913043, 0.9130434782608695, 0.9710144927536232, 0.6617647058823529, 0.8823529411764706, 0.6617647058823529, 0.5735294117647058, 0.6029411764705882, 0.6470588235294118, 0.4852941176470588, 0.6470588235294118, 0.6470588235294118, 0.6176470588235294]
  mean: 0.7395424837, std: 0.1592277968
F1 Score: [0.9846225535880708, 0.9296415054667788, 0.87001092001092, 0.9151785714285714, 0.9710785584651284, 0.5884652981427175, 0.8868421052631579, 0.6597020097020097, 0.48615384615384616, 0.5920868335047584, 0.6166666666666667, 0.4658341658341658, 0.601760477582846, 0.6002879473467708, 0.6099095022624434]
  mean: 0.7185493974, std: 0.1775969836
Accuracy Intime: [0.9642857142857143, 1.0, 1.0, 0.9615384615384616, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9615384615384616]
  mean: 0.9924908425, std: 0.0150294786
F1 In Time: [0.9641025641025641, 1.0, 1.0, 0.9450549450549451, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9580419580419581]
  mean: 0.9911466311, std: 0.0180597714
--------------------------------------------------
Subject Number: 26
Accuracy Cross: [0.6956521739130435, 0.7246376811594203, 0.6666666666666666, 0.4927536231884058, 0.5217391304347826, 0.5441176470588235, 0.4411764705882353, 0.4117647058823529, 0.6470588235294118, 0.2647058823529412, 0.5882352941176471, 0.5294117647058824, 0.5294117647058824, 0.5147058823529411, 0.35294117647058826]
  mean: 0.5283319125, std: 0.1228940118
F1 Score: [0.7025852207732785, 0.7048056970382948, 0.6913850646641635, 0.5024055693410532, 0.4470933431138822, 0.5064935064935066, 0.38989276867216394, 0.3616959064327485, 0.6195599752571267, 0.23803779069767442, 0.5567460317460318, 0.5106354515050168, 0.495871926815323, 0.5321779793533279, 0.3377652691511387]
  mean: 0.5064767667, std: 0.1333437750
Accuracy Intime: [0.9642857142857143, 1.0, 1.0, 0.9615384615384616, 0.8846153846153846, 1.0, 0.9642857142857143, 0.9642857142857143, 0.8846153846153846, 1.0, 0.9642857142857143, 0.9642857142857143, 0.9285714285714286, 0.8076923076923077, 0.7692307692307693]
  mean: 0.9371794872, std: 0.0686180417
F1 In Time: [0.9641025641025641, 1.0, 1.0, 0.9686274509803922, 0.8666666666666666, 1.0, 0.9625668449197862, 0.9686274509803922, 0.8918875242404654, 1.0, 0.9641025641025641, 0.9625668449197862, 0.930952380952381, 0.8380566801619433, 0.6818181818181819]
  mean: 0.9333316769, std: 0.0826144440
--------------------------------------------------
Subject Number: 27
Accuracy Cross: [0.7246376811594203, 0.6956521739130435, 0.6376811594202898, 0.6956521739130435, 0.8115942028985508, 0.463768115942029, 0.5362318840579711, 0.5507246376811594, 0.5652173913043478, 0.4492753623188406, 0.7058823529411765, 0.7352941176470589, 0.6029411764705882, 0.4264705882352941, 0.5735294117647058]
  mean: 0.6116368286, std: 0.1117475264
F1 Score: [0.6503036437246963, 0.686389570091587, 0.6407915360501568, 0.6690476190476191, 0.8171208583999283, 0.4715148835838491, 0.502673535897586, 0.5208333333333334, 0.5402580754114468, 0.4141624579124579, 0.6832346574993635, 0.7220728291316527, 0.5591397849462365, 0.3877908934834931, 0.5560590431280086]
  mean: 0.5880928481, std: 0.1161193842
Accuracy Intime: [0.8571428571428571, 1.0, 0.9642857142857143, 0.9230769230769231, 0.9230769230769231, 0.9285714285714286, 1.0, 1.0, 1.0, 0.9615384615384616, 0.9642857142857143, 0.9642857142857143, 1.0, 0.9642857142857143, 1.0]
  mean: 0.9633699634, std: 0.0398325333
F1 In Time: [0.8595959595959597, 1.0, 0.9625668449197862, 0.9136823960353372, 0.9222222222222223, 0.9270833333333334, 1.0, 1.0, 1.0, 0.9580419580419581, 0.9686274509803922, 0.9641025641025641, 1.0, 0.9625668449197861, 1.0]
  mean: 0.9625659716, std: 0.0402876915
--------------------------------------------------
Subject Number: 28
Accuracy Cross: [0.5294117647058824, 0.47058823529411764, 0.5882352941176471, 0.45588235294117646, 0.45588235294117646, 0.36764705882352944, 0.45588235294117646, 0.36764705882352944, 0.39705882352941174, 0.4264705882352941, 0.3382352941176471, 0.3382352941176471, 0.4264705882352941, 0.4117647058823529, 0.5]
  mean: 0.4352941176, std: 0.0678810956
F1 Score: [0.4242424242424243, 0.3343680709534368, 0.5010123541523679, 0.3914835164835165, 0.3657407407407407, 0.29237891737891736, 0.3537215472699343, 0.2905633124699085, 0.33563677313677315, 0.3488247863247863, 0.2529411764705882, 0.29053446553446555, 0.3793013468013468, 0.3216911764705882, 0.4005805515239478]
  mean: 0.3522014107, std: 0.0603911383
Accuracy Intime: [0.8928571428571429, 0.9285714285714286, 0.9642857142857143, 0.8846153846153846, 0.8846153846153846, 1.0, 1.0, 1.0, 0.9615384615384616, 1.0, 0.9642857142857143, 1.0, 1.0, 0.9230769230769231, 1.0]
  mean: 0.9602564103, std: 0.0443193169
F1 In Time: [0.8945741758241759, 0.9285714285714286, 0.9641025641025641, 0.8777777777777778, 0.8923076923076922, 1.0, 1.0, 1.0, 0.9450549450549451, 1.0, 0.9686274509803922, 1.0, 1.0, 0.907516339869281, 1.0]
  mean: 0.9585688250, std: 0.0453500938
--------------------------------------------------
Subject Number: 29
Accuracy Cross: [0.6176470588235294, 0.5735294117647058, 0.6176470588235294, 0.6764705882352942, 0.5735294117647058, 0.7205882352941176, 0.7205882352941176, 0.75, 0.7352941176470589, 0.7058823529411765, 0.6811594202898551, 0.6376811594202898, 0.6956521739130435, 0.5942028985507246, 0.6666666666666666]
  mean: 0.6644359193, std: 0.0567596590
F1 Score: [0.5922222222222222, 0.5502612330198537, 0.5879310344827586, 0.6203703703703703, 0.5527389277389277, 0.660377358490566, 0.6509031198686371, 0.7142857142857143, 0.6666666666666666, 0.7173809523809523, 0.6239224137931034, 0.609766809908999, 0.6331168831168831, 0.5454545454545454, 0.6008915054667788]
  mean: 0.6217526505, std: 0.0519563306
Accuracy Intime: [0.9642857142857143, 1.0, 1.0, 1.0, 1.0, 0.75, 0.7857142857142857, 0.8928571428571429, 0.7692307692307693, 1.0, 0.9642857142857143, 1.0, 1.0, 0.9615384615384616, 0.9615384615384616]
  mean: 0.9366300366, std: 0.0888540802
F1 In Time: [0.9580419580419581, 1.0, 1.0, 1.0, 1.0, 0.7525856496444732, 0.6818181818181819, 0.8873737373737374, 0.7851731601731602, 1.0, 0.9641025641025641, 1.0, 1.0, 0.9450549450549451, 0.9625668449197861]
  mean: 0.9291144694, std: 0.1011225998
--------------------------------------------------
**************************************************
accuracy_cross_list: [0.6068769536800228, 0.6235862460926401, 0.6347257743677182, 0.7043478260869567, 0.6323529411764706, 0.5695652173913044, 0.7196078431372549, 0.5892156862745098, 0.573529411764706, 0.4989343563512361, 0.6724637681159421, 0.6639386189258313, 0.5044330775788576, 0.5411764705882353, 0.6411764705882352, 0.6215686274509803, 0.6116368286445013, 0.5920005683432794, 0.4901960784313726, 0.6552998010798522, 0.8274509803921569, 0.5456805910770105, 0.5623614663256606, 0.6696078431372549, 0.7395424836601305, 0.5283319124751349, 0.6116368286445013, 0.43529411764705883, 0.6644359192952543]
f1_score_list: [0.5602360694167537, 0.5732442504338132, 0.5942570330169807, 0.670421902191093, 0.5813333814728688, 0.5175959109041763, 0.6733145716926248, 0.5607539545969967, 0.5375830289727382, 0.46234518385489326, 0.6395965937452753, 0.6441806438810691, 0.43875796653184246, 0.5097586358867577, 0.597292233262913, 0.5812243700021716, 0.5880928481094276, 0.5616158735436737, 0.430056461335471, 0.6187556066757384, 0.8157678040748506, 0.5058571253651283, 0.5029322279188712, 0.630552359180545, 0.7185493974279235, 0.506476766736982, 0.5880928481094276, 0.3522014106635828, 0.6217526504844653]
accuracy_intime_list: [0.9708791208791209, 0.9261904761904762, 0.9663003663003663, 0.9456043956043957, 0.9732600732600732, 0.9377289377289377, 0.9721611721611723, 0.9673992673992675, 0.9573260073260074, 0.9683150183150182, 0.9780219780219781, 0.9300366300366301, 0.8974358974358974, 0.9388278388278388, 0.9241758241758242, 0.992857142857143, 0.9633699633699633, 0.9976190476190477, 0.9516483516483517, 0.9076923076923078, 0.9853479853479854, 0.9576923076923077, 0.9805860805860805, 0.9782051282051281, 0.9924908424908424, 0.9371794871794872, 0.9633699633699633, 0.9602564102564102, 0.9366300366300366]
f1_in_time_list: [0.9707567459773343, 0.9098428706942641, 0.9673960924696219, 0.9412382583590015, 0.972523005030745, 0.9299611690052867, 0.9685545173780469, 0.9694912386088856, 0.9481691018533123, 0.9672782337488219, 0.9774731151201741, 0.9282064610083186, 0.8722897010397012, 0.9368413884590355, 0.9093788643130748, 0.9931465919701215, 0.9625659716100894, 0.9975044563279858, 0.953772017742606, 0.9020526260232143, 0.9848575498575498, 0.9565012003247298, 0.9806904859846036, 0.9777410253145548, 0.9911466311466312, 0.9333316769230081, 0.9625659716100894, 0.9585688249658838, 0.9291144694085871]
**************************************************
Mean Accuracy: 0.6114129210
Mean F1: 0.5718137624
Std Accuracy: 0.0814964833
Std F1: 0.0910877646
Mean Accuracy (Intime): 0.9571933813
Std Accuracy (Intime): 0.0248777988
Mean F1 (Intime): 0.9535503539
Std F1 (Intime): 0.0295253372
ACC: 61.14±8.15
F1: 57.18±9.11
Intime: 95.72±2.49
F1 (Intime): 95.36±2.95
