Learning Rate: 0.001

Subject Number: 1
Accuracy Cross: [0.8095238095238095, 0.9404761904761905, 0.9047619047619048, 0.9166666666666666, 0.9404761904761905, 0.9047619047619048, 0.9404761904761905, 0.5833333333333334, 0.9047619047619048, 0.8928571428571429, 0.9166666666666666, 0.5, 0.7261904761904762, 0.5, 0.7023809523809523]
  mean: 0.8055555556, std: 0.1569543522
F1 Score: [0.8077803203661327, 0.9404001702852277, 0.9047619047619048, 0.9166548547129695, 0.9404001702852277, 0.9038901601830663, 0.9402645427392974, 0.4957983193277311, 0.9038901601830663, 0.8916129032258064, 0.916083916083916, 0.3333333333333333, 0.7079365079365079, 0.3333333333333333, 0.6734566941377702]
  mean: 0.7739731527, std: 0.2112848621
Accuracy Intime: [0.9705882352941176, 0.9411764705882353, 1.0, 1.0, 1.0, 0.9705882352941176, 0.9705882352941176, 0.9705882352941176, 1.0, 0.875, 1.0, 0.9411764705882353, 1.0, 1.0, 0.875]
  mean: 0.9676470588, std: 0.0415771819
F1 In Time: [0.970357454228422, 0.9411764705882353, 1.0, 1.0, 1.0, 0.970357454228422, 0.970357454228422, 0.9705627705627706, 1.0, 0.873015873015873, 1.0, 0.9409722222222222, 1.0, 1.0, 0.873015873015873]
  mean: 0.9673210381, std: 0.0421728957
--------------------------------------------------
Subject Number: 2
Accuracy Cross: [0.7976190476190477, 0.7976190476190477, 0.9285714285714286, 0.7261904761904762, 0.5, 0.5833333333333334, 0.9166666666666666, 0.8809523809523809, 0.9523809523809523, 0.9880952380952381, 0.7857142857142857, 0.5833333333333334, 0.8809523809523809, 0.8690476190476191, 0.9523809523809523]
  mean: 0.8095238095, std: 0.1456084272
F1 Score: [0.7909530083443127, 0.7909530083443127, 0.9285714285714286, 0.7039987743220468, 0.3333333333333333, 0.4957983193277311, 0.916083916083916, 0.8792409430707303, 0.9522727272727273, 0.9880935506732813, 0.7776470588235294, 0.4957983193277311, 0.8792409430707303, 0.86676279740447, 0.9523539421440725]
  mean: 0.7834068047, std: 0.1892800712
Accuracy Intime: [1.0, 0.9705882352941176, 0.9705882352941176, 0.8529411764705882, 0.9375, 1.0, 0.9705882352941176, 1.0, 0.9705882352941176, 0.90625, 0.9411764705882353, 1.0, 1.0, 0.9411764705882353, 0.875]
  mean: 0.9557598039, std: 0.0454380961
F1 In Time: [1.0, 0.9705627705627706, 0.970357454228422, 0.8528138528138528, 0.9372549019607843, 1.0, 0.9705627705627706, 1.0, 0.970357454228422, 0.906158357771261, 0.9411764705882353, 1.0, 1.0, 0.9409722222222222, 0.875]
  mean: 0.9556810837, std: 0.0454638435
--------------------------------------------------
Subject Number: 3
Accuracy Cross: [0.9404761904761905, 0.6785714285714286, 0.6666666666666666, 0.8809523809523809, 0.5119047619047619, 0.8214285714285714, 0.7142857142857143, 0.6547619047619048, 0.5714285714285714, 0.6904761904761905, 0.8214285714285714, 0.5357142857142857, 0.7380952380952381, 0.7619047619047619, 0.8214285714285714]
  mean: 0.7206349206, std: 0.1201431077
F1 Score: [0.9404677533664068, 0.6415362731152205, 0.625, 0.8792409430707303, 0.3592558139534884, 0.8155467720685112, 0.7005347593582887, 0.6149834044570887, 0.475, 0.662962962962963, 0.8155467720685112, 0.408130081300813, 0.7306122448979592, 0.7584818861414606, 0.8207936282178923]
  mean: 0.6832062197, std: 0.1634899694
Accuracy Intime: [1.0, 0.9411764705882353, 0.7941176470588235, 0.6470588235294118, 0.71875, 0.8823529411764706, 0.8823529411764706, 0.8823529411764706, 0.7941176470588235, 0.75, 0.9705882352941176, 1.0, 0.9411764705882353, 0.9117647058823529, 0.9375]
  mean: 0.8702205882, std: 0.1030544720
F1 In Time: [1.0, 0.9409722222222222, 0.7786046511627907, 0.575, 0.718475073313783, 0.8819444444444444, 0.880701754385965, 0.880701754385965, 0.7895667550839964, 0.7333333333333334, 0.9705627705627706, 1.0, 0.9403508771929825, 0.9116883116883117, 0.9372549019607843]
  mean: 0.8626104566, std: 0.1163896194
--------------------------------------------------
Subject Number: 4
Accuracy Cross: [0.8571428571428571, 0.5595238095238095, 0.7142857142857143, 0.8214285714285714, 0.8928571428571429, 0.8690476190476191, 0.8214285714285714, 0.8809523809523809, 0.7380952380952381, 0.9166666666666666, 0.75, 0.7857142857142857, 0.7857142857142857, 0.6785714285714286, 0.7857142857142857]
  mean: 0.7904761905, std: 0.0906431209
F1 Score: [0.8541666666666667, 0.4534904167399332, 0.6888888888888889, 0.8155467720685112, 0.8916129032258064, 0.8675268817204301, 0.8183129055515501, 0.8792409430707303, 0.71880706025563, 0.9166548547129695, 0.7333333333333334, 0.7776470588235294, 0.7754010695187166, 0.6525203002910984, 0.78125]
  mean: 0.7749600037, std: 0.1136087588
Accuracy Intime: [1.0, 0.9705882352941176, 0.9705882352941176, 1.0, 0.96875, 1.0, 0.9117647058823529, 1.0, 0.6176470588235294, 0.90625, 1.0, 0.8529411764705882, 0.9411764705882353, 0.7647058823529411, 1.0]
  mean: 0.9269607843, std: 0.1051677673
F1 In Time: [1.0, 0.970357454228422, 0.970357454228422, 1.0, 0.9687194525904204, 1.0, 0.9116883116883117, 1.0, 0.5729468599033817, 0.9054187192118226, 1.0, 0.8528138528138528, 0.9409722222222222, 0.7638888888888888, 1.0]
  mean: 0.9238108811, std: 0.1142160411
--------------------------------------------------
Subject Number: 5
Accuracy Cross: [0.6785714285714286, 0.6547619047619048, 0.5833333333333334, 0.8333333333333334, 0.7261904761904762, 0.8095238095238095, 0.8452380952380952, 0.8452380952380952, 0.9285714285714286, 0.9047619047619048, 0.5, 0.5, 0.5, 0.5714285714285714, 0.7380952380952381]
  mean: 0.7079365079, std: 0.1460533110
F1 Score: [0.6415362731152205, 0.6080450522928399, 0.4957983193277311, 0.8318077803203661, 0.7079365079365079, 0.8023529411764705, 0.8425378514780101, 0.8434408602150538, 0.9285309132161089, 0.9047078842881452, 0.3333333333333333, 0.3333333333333333, 0.3333333333333333, 0.475, 0.7367521367521368]
  mean: 0.6545631013, std: 0.2066962090
Accuracy Intime: [0.9705882352941176, 0.9411764705882353, 0.9411764705882353, 0.9117647058823529, 1.0, 0.8235294117647058, 0.9705882352941176, 0.9411764705882353, 0.9705882352941176, 1.0, 0.5294117647058824, 0.7941176470588235, 0.8235294117647058, 0.8235294117647058, 1.0]
  mean: 0.8960784314, std: 0.1200089706
F1 In Time: [0.9705627705627706, 0.9403508771929825, 0.9409722222222222, 0.9098143236074271, 1.0, 0.8229166666666667, 0.970357454228422, 0.9409722222222222, 0.9705627705627706, 1.0, 0.34615384615384615, 0.7786046511627907, 0.8210526315789474, 0.8229166666666667, 1.0]
  mean: 0.8823491402, std: 0.1601906798
--------------------------------------------------
Subject Number: 6
Accuracy Cross: [0.7261904761904762, 0.5, 0.5, 0.8333333333333334, 0.7976190476190477, 0.8333333333333334, 0.5, 0.5, 0.5, 0.7261904761904762, 0.38095238095238093, 0.5833333333333334, 0.4642857142857143, 0.5714285714285714, 0.6190476190476191]
  mean: 0.6023809524, std: 0.1408456267
F1 Score: [0.7039987743220468, 0.3333333333333333, 0.3333333333333333, 0.8285714285714285, 0.7889759125166248, 0.8332387975042541, 0.3333333333333333, 0.3333333333333333, 0.3333333333333333, 0.723010752688172, 0.37528604118993136, 0.5828011919965943, 0.44664031620553357, 0.5692307692307692, 0.5786833855799374]
  mean: 0.5398069358, std: 0.1906523013
Accuracy Intime: [0.8529411764705882, 0.5294117647058824, 0.5294117647058824, 1.0, 1.0, 0.9705882352941176, 0.5294117647058824, 0.47058823529411764, 0.47058823529411764, 0.84375, 0.9411764705882353, 0.7058823529411765, 0.7058823529411765, 0.9705882352941176, 1.0]
  mean: 0.7680147059, std: 0.2068649957
F1 In Time: [0.85178727114211, 0.34615384615384615, 0.34615384615384615, 1.0, 1.0, 0.9705627705627706, 0.34615384615384615, 0.32, 0.32, 0.8435972629521017, 0.9411764705882353, 0.6640316205533596, 0.6886446886446886, 0.970357454228422, 1.0]
  mean: 0.7072412718, std: 0.2808535128
--------------------------------------------------
Subject Number: 7
Accuracy Cross: [0.6190476190476191, 0.5119047619047619, 0.5, 0.5, 0.5119047619047619, 0.8809523809523809, 0.8809523809523809, 0.9404761904761905, 0.7380952380952381, 0.8571428571428571, 0.5, 0.75, 0.7857142857142857, 0.8928571428571429, 0.7857142857142857]
  mean: 0.7103174603, std: 0.1632105760
F1 Score: [0.5633528265107213, 0.3592558139534884, 0.35337243401759527, 0.3333333333333333, 0.3592558139534884, 0.879862700228833, 0.8803418803418803, 0.9402645427392974, 0.71880706025563, 0.8541666666666667, 0.3333333333333333, 0.7491110795050491, 0.7846153846153847, 0.8928419560595322, 0.7826336975273145]
  mean: 0.6523032349, std: 0.2318203901
Accuracy Intime: [0.9411764705882353, 0.8235294117647058, 0.9411764705882353, 1.0, 1.0, 0.7941176470588235, 0.9411764705882353, 0.9411764705882353, 0.7058823529411765, 0.9375, 0.5294117647058824, 0.8529411764705882, 0.9117647058823529, 0.9411764705882353, 1.0]
  mean: 0.8840686275, std: 0.1239638912
F1 In Time: [0.9403508771929825, 0.8210526315789474, 0.9411764705882353, 1.0, 1.0, 0.7895667550839964, 0.9409722222222222, 0.9409722222222222, 0.7017543859649122, 0.9372549019607843, 0.34615384615384615, 0.8528138528138528, 0.9110723626852659, 0.9403508771929825, 1.0]
  mean: 0.8708994270, std: 0.1620326748
--------------------------------------------------
Subject Number: 8
Accuracy Cross: [0.9761904761904762, 0.8571428571428571, 0.9285714285714286, 0.9404761904761905, 0.9761904761904762, 0.9404761904761905, 0.9761904761904762, 0.8214285714285714, 0.9047619047619048, 0.9642857142857143, 0.9642857142857143, 0.8928571428571429, 0.8214285714285714, 0.8690476190476191, 0.9166666666666666]
  mean: 0.9166666667, std: 0.0523448649
F1 Score: [0.9761904761904762, 0.8541666666666667, 0.928409090909091, 0.9404677533664068, 0.9761769710720363, 0.9402645427392974, 0.9761904761904762, 0.8155467720685112, 0.9038901601830663, 0.9642401021711366, 0.9642806520198441, 0.8921078921078921, 0.8155467720685112, 0.8675268817204301, 0.9163703598350164]
  mean: 0.9154250380, std: 0.0541196045
Accuracy Intime: [1.0, 1.0, 0.9705882352941176, 1.0, 1.0, 1.0, 0.9705882352941176, 0.9117647058823529, 0.9705882352941176, 1.0, 1.0, 0.9411764705882353, 0.9411764705882353, 1.0, 1.0]
  mean: 0.9803921569, std: 0.0277296777
F1 In Time: [1.0, 1.0, 0.9705627705627706, 1.0, 1.0, 1.0, 0.970357454228422, 0.9110723626852659, 0.9705627705627706, 1.0, 1.0, 0.9411764705882353, 0.9411764705882353, 1.0, 1.0]
  mean: 0.9803272199, std: 0.0278508495
--------------------------------------------------
Subject Number: 9
Accuracy Cross: [0.8452380952380952, 0.9880952380952381, 0.7142857142857143, 0.8928571428571429, 0.9166666666666666, 0.9523809523809523, 0.6904761904761905, 0.6785714285714286, 0.8214285714285714, 0.8809523809523809, 0.5, 0.8333333333333334, 0.6785714285714286, 0.4642857142857143, 0.8571428571428571]
  mean: 0.7809523810, std: 0.1506348370
F1 Score: [0.8414403949470016, 0.9880935506732813, 0.6888888888888889, 0.8916129032258064, 0.916083916083916, 0.9522727272727273, 0.6576802507836991, 0.6415362731152205, 0.8155467720685112, 0.8792409430707303, 0.3333333333333333, 0.8285714285714285, 0.6415362731152205, 0.3170731707317073, 0.8558352402745995]
  mean: 0.7499164044, std: 0.1981244223
Accuracy Intime: [0.9411764705882353, 1.0, 1.0, 1.0, 0.84375, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8529411764705882, 0.8529411764705882, 0.6470588235294118, 0.8529411764705882, 0.96875]
  mean: 0.9306372549, std: 0.0987013486
F1 In Time: [0.9411764705882353, 1.0, 1.0, 1.0, 0.8423645320197044, 1.0, 1.0, 1.0, 1.0, 1.0, 0.85178727114211, 0.85178727114211, 0.6136363636363636, 0.8528138528138528, 0.9687194525904204]
  mean: 0.9281523476, std: 0.1054295945
--------------------------------------------------
Subject Number: 10
Accuracy Cross: [0.9166666666666666, 0.5952380952380952, 0.9047619047619048, 0.9166666666666666, 0.8452380952380952, 0.7976190476190477, 0.6785714285714286, 0.9285714285714286, 0.9523809523809523, 0.6309523809523809, 0.5, 0.5, 0.7380952380952381, 0.7142857142857143, 0.8333333333333334]
  mean: 0.7634920635, std: 0.1500104977
F1 Score: [0.9166548547129695, 0.5360623781676412, 0.9045454545454545, 0.9165602383993188, 0.8434408602150538, 0.7889759125166248, 0.6415362731152205, 0.928409090909091, 0.9522727272727273, 0.5727645611156686, 0.3333333333333333, 0.3333333333333333, 0.71880706025563, 0.6888888888888889, 0.8329545454545455]
  mean: 0.7272359675, std: 0.2003961315
Accuracy Intime: [1.0, 0.9411764705882353, 0.8823529411764706, 1.0, 0.875, 1.0, 0.9117647058823529, 0.7941176470588235, 0.9705882352941176, 0.90625, 0.9411764705882353, 0.9117647058823529, 0.9117647058823529, 0.9705882352941176, 0.9375]
  mean: 0.9302696078, std: 0.0539263033
F1 In Time: [1.0, 0.9403508771929825, 0.8785714285714286, 1.0, 0.8745098039215686, 1.0, 0.9116883116883117, 0.7895667550839964, 0.970357454228422, 0.906158357771261, 0.9409722222222222, 0.9116883116883117, 0.9110723626852659, 0.970357454228422, 0.9372549019607843]
  mean: 0.9295032161, std: 0.0549404414
--------------------------------------------------
Subject Number: 11
Accuracy Cross: [0.9761904761904762, 0.8690476190476191, 0.7857142857142857, 0.8452380952380952, 0.8690476190476191, 0.9285714285714286, 0.9642857142857143, 0.8571428571428571, 0.8690476190476191, 0.8452380952380952, 0.5833333333333334, 0.5119047619047619, 0.9642857142857143, 0.75, 0.7976190476190477]
  mean: 0.8277777778, std: 0.1276174682
F1 Score: [0.9761769710720363, 0.8675268817204301, 0.7754010695187166, 0.8414403949470016, 0.8688803746275011, 0.9282051282051282, 0.9642401021711366, 0.8541666666666667, 0.86676279740447, 0.8414403949470016, 0.4957983193277311, 0.3592558139534884, 0.9642806520198441, 0.7333333333333334, 0.7889759125166248]
  mean: 0.8083923208, std: 0.1658265837
Accuracy Intime: [0.7352941176470589, 1.0, 0.9705882352941176, 1.0, 1.0, 1.0, 0.9705882352941176, 1.0, 1.0, 1.0, 1.0, 0.7941176470588235, 1.0, 1.0, 1.0]
  mean: 0.9647058824, std: 0.0797921174
F1 In Time: [0.7235772357723578, 1.0, 0.9705627705627706, 1.0, 1.0, 1.0, 0.970357454228422, 1.0, 1.0, 1.0, 1.0, 0.7786046511627907, 1.0, 1.0, 1.0]
  mean: 0.9628734741, std: 0.0842595167
--------------------------------------------------
Subject Number: 12
Accuracy Cross: [0.8333333333333334, 0.8571428571428571, 0.9523809523809523, 0.8095238095238095, 0.9880952380952381, 0.9285714285714286, 0.8571428571428571, 0.9047619047619048, 0.7619047619047619, 0.9285714285714286, 0.8333333333333334, 0.8333333333333334, 0.8809523809523809, 0.8571428571428571, 0.5476190476190477]
  mean: 0.8515873016, std: 0.0992095238
F1 Score: [0.8285714285714285, 0.8541666666666667, 0.9522727272727273, 0.8023529411764705, 0.9880935506732813, 0.9282051282051282, 0.8541666666666667, 0.9045454545454545, 0.7475961538461539, 0.9282051282051282, 0.8298611111111112, 0.8285714285714285, 0.8792409430707303, 0.8564102564102565, 0.5074074074074074]
  mean: 0.8459777995, std: 0.1085895703
Accuracy Intime: [0.9705882352941176, 1.0, 0.9705882352941176, 0.9411764705882353, 0.96875, 1.0, 1.0, 1.0, 1.0, 0.90625, 0.9411764705882353, 1.0, 0.9705882352941176, 1.0, 1.0]
  mean: 0.9779411765, std: 0.0282634281
F1 In Time: [0.970357454228422, 1.0, 0.970357454228422, 0.9403508771929825, 0.9687194525904204, 1.0, 1.0, 1.0, 1.0, 0.9054187192118226, 0.9411764705882353, 1.0, 0.970357454228422, 1.0, 1.0]
  mean: 0.9777825255, std: 0.0284887296
--------------------------------------------------
Subject Number: 13
Accuracy Cross: [0.8928571428571429, 0.5, 0.8809523809523809, 0.6785714285714286, 0.5, 0.7976190476190477, 0.9285714285714286, 0.5714285714285714, 0.5357142857142857, 0.9047619047619048, 0.9047619047619048, 0.8571428571428571, 0.8333333333333334, 0.8690476190476191, 0.9404761904761905]
  mean: 0.7730158730, std: 0.1609252975
F1 Score: [0.8928419560595322, 0.3333333333333333, 0.879862700228833, 0.6415362731152205, 0.3333333333333333, 0.7889759125166248, 0.9282051282051282, 0.475, 0.408130081300813, 0.9047078842881452, 0.9038901601830663, 0.8564102564102565, 0.8309373202990225, 0.8685819940264543, 0.9404001702852277]
  mean: 0.7324097669, std: 0.2210873660
Accuracy Intime: [0.9705882352941176, 0.7647058823529411, 0.9411764705882353, 1.0, 1.0, 0.9705882352941176, 0.9411764705882353, 0.8823529411764706, 1.0, 1.0, 0.9705882352941176, 1.0, 1.0, 0.9705882352941176, 1.0]
  mean: 0.9607843137, std: 0.0613822582
F1 In Time: [0.970357454228422, 0.7638888888888888, 0.9409722222222222, 1.0, 1.0, 0.9705627705627706, 0.9411764705882353, 0.8785714285714286, 1.0, 1.0, 0.9705627705627706, 1.0, 1.0, 0.970357454228422, 1.0]
  mean: 0.9604299640, std: 0.0618824082
--------------------------------------------------
Subject Number: 14
Accuracy Cross: [0.6785714285714286, 0.7619047619047619, 0.6309523809523809, 0.8452380952380952, 0.8095238095238095, 0.7380952380952381, 0.9642857142857143, 0.7619047619047619, 0.9166666666666666, 0.9166666666666666, 0.6666666666666666, 0.6190476190476191, 0.5476190476190477, 0.6190476190476191, 0.5238095238095238]
  mean: 0.7333333333, std: 0.1324089270
F1 Score: [0.6415362731152205, 0.7597254004576659, 0.5727645611156686, 0.8425378514780101, 0.8055555555555556, 0.71880706025563, 0.9642806520198441, 0.7475961538461539, 0.916083916083916, 0.916083916083916, 0.6313479623824452, 0.5543766578249337, 0.43121881682109764, 0.5543766578249337, 0.3841642228739003]
  mean: 0.6960303772, std: 0.1711462326
Accuracy Intime: [0.9705882352941176, 0.9411764705882353, 1.0, 1.0, 0.875, 0.9117647058823529, 0.9705882352941176, 0.9117647058823529, 1.0, 0.90625, 0.9411764705882353, 0.9705882352941176, 1.0, 1.0, 0.96875]
  mean: 0.9578431373, std: 0.0398489766
F1 In Time: [0.970357454228422, 0.9411764705882353, 1.0, 1.0, 0.8745098039215686, 0.9110723626852659, 0.970357454228422, 0.9098143236074271, 1.0, 0.9054187192118226, 0.9411764705882353, 0.9705627705627706, 1.0, 1.0, 0.9687194525904204]
  mean: 0.9575443521, std: 0.0401833778
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accuracy_cross_list: [0.8055555555555555, 0.8095238095238098, 0.7206349206349205, 0.7904761904761907, 0.707936507936508, 0.6023809523809524, 0.7103174603174603, 0.9166666666666664, 0.7809523809523811, 0.7634920634920636, 0.8277777777777777, 0.8515873015873017, 0.773015873015873, 0.7333333333333332]
f1_score_list: [0.7739731527263527, 0.7834068046742902, 0.6832062196652888, 0.7749600036578529, 0.6545631013412394, 0.5398069357647972, 0.6523032348694365, 0.9154250379539239, 0.7499164044104047, 0.7272359674823666, 0.8083923208287408, 0.8459777994933361, 0.7324097669056661, 0.6960303771825928]
accuracy_intime_list: [0.9676470588235294, 0.9557598039215686, 0.8702205882352942, 0.9269607843137256, 0.8960784313725492, 0.7680147058823529, 0.8840686274509805, 0.9803921568627452, 0.9306372549019609, 0.9302696078431373, 0.9647058823529412, 0.9779411764705883, 0.9607843137254902, 0.9578431372549019]
f1_in_time_list: [0.9673210381393493, 0.9556810836625828, 0.8626104566491565, 0.9238108810517162, 0.8823491401885157, 0.7072412718088817, 0.8708994270440166, 0.9803272199477134, 0.9281523475955197, 0.9295032160828651, 0.9628734741150894, 0.9777825254845819, 0.9604299639902106, 0.957544352147506]
**************************************************
Mean Accuracy: 0.7709750567
Mean F1: 0.7384005091
Std Accuracy: 0.0728015650
Std F1: 0.0892238900
Mean Accuracy (Intime): 0.9265231092
Std Accuracy (Intime): 0.0552653710
Mean F1 (Intime): 0.9190375999
Std F1 (Intime): 0.0696519544
ACC: 77.10±7.28
F1: 73.84±8.92
Intime: 92.65±5.53
F1 (Intime): 91.90±6.97
