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Massive machine learning experiments using mlr and OpenML

Massive machine learning experiments using mlr and OpenML

Created 06-01-2016 by Rafael G. Mantovani Visibility: public
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6947, f_measure: 0.5425, kappa: 0.3927, kb_relative_information_score: 2550.3203, mean_absolute_error: 0.1415, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5511, predictive_accuracy: 0.5755, prior_entropy: 2.3005, recall: 0.5755, relative_absolute_error: 0.5643, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3762, root_relative_squared_error: 1.0624, usercpu_time_millis: 1272.226, usercpu_time_millis_testing: 116.073, usercpu_time_millis_training: 1156.153,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7872, f_measure: 0.8449, kappa: 0.6254, kb_relative_information_score: 10508.9375, mean_absolute_error: 0.1469, mean_prior_absolute_error: 0.4271, number_of_instances: 16599, precision: 0.8553, predictive_accuracy: 0.8531, prior_entropy: 0.8921, recall: 0.8531, relative_absolute_error: 0.344, root_mean_prior_squared_error: 0.4621, root_mean_squared_error: 0.3833, root_relative_squared_error: 0.8295, usercpu_time_millis: 3755.768, usercpu_time_millis_testing: 786.524, usercpu_time_millis_training: 2969.244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7201, f_measure: 0.6381, kappa: 0.449, kb_relative_information_score: 5473.7943, mean_absolute_error: 0.2412, mean_prior_absolute_error: 0.4388, number_of_instances: 10936, precision: 0.6406, predictive_accuracy: 0.6383, prior_entropy: 1.5663, recall: 0.6383, relative_absolute_error: 0.5495, root_mean_prior_squared_error: 0.4684, root_mean_squared_error: 0.4911, root_relative_squared_error: 1.0484, usercpu_time_millis: 2958.927, usercpu_time_millis_testing: 343.284, usercpu_time_millis_training: 2615.643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7213, f_measure: 0.7212, kappa: 0.4425, kb_relative_information_score: 3623.5978, mean_absolute_error: 0.2788, mean_prior_absolute_error: 0.5, number_of_instances: 8192, precision: 0.7215, predictive_accuracy: 0.7212, prior_entropy: 1, recall: 0.7212, relative_absolute_error: 0.5577, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.528, root_relative_squared_error: 1.0561, usercpu_time_millis: 1194.804, usercpu_time_millis_testing: 205.232, usercpu_time_millis_training: 989.572,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6242, f_measure: 0.57, kappa: 0.2493, kb_relative_information_score: 696.4988, mean_absolute_error: 0.2691, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.5535, predictive_accuracy: 0.5964, prior_entropy: 1.3187, recall: 0.5964, relative_absolute_error: 0.7091, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.5187, root_relative_squared_error: 1.191, usercpu_time_millis: 391.893, usercpu_time_millis_testing: 23.239, usercpu_time_millis_training: 368.654,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9339, f_measure: 0.8898, kappa: 0.8683, kb_relative_information_score: 5573.6616, mean_absolute_error: 0.0354, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8909, predictive_accuracy: 0.8939, prior_entropy: 2.4836, recall: 0.8939, relative_absolute_error: 0.1309, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.188, root_relative_squared_error: 0.5116, usercpu_time_millis: 920.58, usercpu_time_millis_testing: 139.458, usercpu_time_millis_training: 781.122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8386, f_measure: 0.866, kappa: 0.7019, kb_relative_information_score: 13333.5453, mean_absolute_error: 0.1311, mean_prior_absolute_error: 0.456, number_of_instances: 19020, precision: 0.869, predictive_accuracy: 0.8689, prior_entropy: 0.9355, recall: 0.8689, relative_absolute_error: 0.2876, root_mean_prior_squared_error: 0.4775, root_mean_squared_error: 0.3621, root_relative_squared_error: 0.7584, usercpu_time_millis: 4347.318, usercpu_time_millis_testing: 1026.866, usercpu_time_millis_training: 3320.452,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8837, f_measure: 0.8885, kappa: 0.7741, kb_relative_information_score: 11609.1943, mean_absolute_error: 0.1108, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.891, predictive_accuracy: 0.8892, prior_entropy: 0.9924, recall: 0.8892, relative_absolute_error: 0.224, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3329, root_relative_squared_error: 0.6693, usercpu_time_millis: 3099.799, usercpu_time_millis_testing: 636.525, usercpu_time_millis_training: 2463.274,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7037, f_measure: 0.8149, kappa: 0.4751, kb_relative_information_score: 2266.4567, mean_absolute_error: 0.1679, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8259, predictive_accuracy: 0.8321, prior_entropy: 0.8085, recall: 0.8321, relative_absolute_error: 0.4499, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4098, root_relative_squared_error: 0.9487, usercpu_time_millis: 305.026, usercpu_time_millis_testing: 75.066, usercpu_time_millis_training: 229.96,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8461, f_measure: 0.8841, kappa: 0.7173, kb_relative_information_score: 16096.4334, mean_absolute_error: 0.1137, mean_prior_absolute_error: 0.4168, number_of_instances: 22784, precision: 0.8846, predictive_accuracy: 0.8863, prior_entropy: 0.8764, recall: 0.8863, relative_absolute_error: 0.2728, root_mean_prior_squared_error: 0.4565, root_mean_squared_error: 0.3372, root_relative_squared_error: 0.7386, usercpu_time_millis: 5661.972, usercpu_time_millis_testing: 1444.649, usercpu_time_millis_training: 4217.323,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8492, f_measure: 0.8759, kappa: 0.7194, kb_relative_information_score: 3573.3102, mean_absolute_error: 0.122, mean_prior_absolute_error: 0.4478, number_of_instances: 5000, precision: 0.8771, predictive_accuracy: 0.878, prior_entropy: 0.9233, recall: 0.878, relative_absolute_error: 0.2724, root_mean_prior_squared_error: 0.4732, root_mean_squared_error: 0.3493, root_relative_squared_error: 0.7382, usercpu_time_millis: 379.831, usercpu_time_millis_testing: 80.985, usercpu_time_millis_training: 298.846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8904, f_measure: 0.8531, kappa: 0.7808, kb_relative_information_score: 4000.3349, mean_absolute_error: 0.0975, mean_prior_absolute_error: 0.4444, number_of_instances: 5000, precision: 0.855, predictive_accuracy: 0.8538, prior_entropy: 1.5849, recall: 0.8538, relative_absolute_error: 0.2193, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3122, root_relative_squared_error: 0.6623, usercpu_time_millis: 515.684, usercpu_time_millis_testing: 78.581, usercpu_time_millis_training: 437.103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9746, f_measure: 0.9689, kappa: 0.9494, kb_relative_information_score: 3033.5116, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9689, predictive_accuracy: 0.969, prior_entropy: 1.4804, recall: 0.969, relative_absolute_error: 0.0505, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1438, root_relative_squared_error: 0.3177, usercpu_time_millis: 744.417, usercpu_time_millis_testing: 35.525, usercpu_time_millis_training: 708.892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9766, kappa: 0.9741, kb_relative_information_score: 10725.3485, mean_absolute_error: 0.0047, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9769, predictive_accuracy: 0.9767, prior_entropy: 3.3208, recall: 0.9767, relative_absolute_error: 0.0259, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0682, root_relative_squared_error: 0.2275, usercpu_time_millis: 2498.778, usercpu_time_millis_testing: 364.909, usercpu_time_millis_training: 2133.869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8558, f_measure: 0.8668, kappa: 0.7223, kb_relative_information_score: 14905.0028, mean_absolute_error: 0.132, mean_prior_absolute_error: 0.4824, number_of_instances: 20640, precision: 0.8683, predictive_accuracy: 0.868, prior_entropy: 0.9745, recall: 0.868, relative_absolute_error: 0.2736, root_mean_prior_squared_error: 0.4911, root_mean_squared_error: 0.3633, root_relative_squared_error: 0.7397, usercpu_time_millis: 5130.521, usercpu_time_millis_testing: 1171.282, usercpu_time_millis_training: 3959.239,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7092, f_measure: 0.7825, kappa: 0.473, kb_relative_information_score: 4123.23, mean_absolute_error: 0.1996, mean_prior_absolute_error: 0.4281, number_of_instances: 8192, precision: 0.8016, predictive_accuracy: 0.8004, prior_entropy: 0.8937, recall: 0.8004, relative_absolute_error: 0.4662, root_mean_prior_squared_error: 0.4627, root_mean_squared_error: 0.4467, root_relative_squared_error: 0.9656, usercpu_time_millis: 1062.421, usercpu_time_millis_testing: 200.988, usercpu_time_millis_training: 861.433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6505, f_measure: 0.9585, kappa: 0.3496, kb_relative_information_score: 2842.8797, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.0281, number_of_instances: 10668, precision: 0.9496, predictive_accuracy: 0.9681, prior_entropy: 0.2849, recall: 0.9681, relative_absolute_error: 0.4529, root_mean_prior_squared_error: 0.1183, root_mean_squared_error: 0.1129, root_relative_squared_error: 0.9541, usercpu_time_millis: 1289.666, usercpu_time_millis_testing: 372.111, usercpu_time_millis_training: 917.555,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.649, f_measure: 0.958, kappa: 0.342, kb_relative_information_score: 2766.0654, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.0281, number_of_instances: 10668, precision: 0.9491, predictive_accuracy: 0.9678, prior_entropy: 0.2849, recall: 0.9678, relative_absolute_error: 0.4583, root_mean_prior_squared_error: 0.1183, root_mean_squared_error: 0.1136, root_relative_squared_error: 0.9597, usercpu_time_millis: 328.875, usercpu_time_millis_testing: 3.259, usercpu_time_millis_training: 325.616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5481, f_measure: 0.6577, kappa: 0.1011, kb_relative_information_score: 17.7496, mean_absolute_error: 0.3333, mean_prior_absolute_error: 0.39, number_of_instances: 306, precision: 0.6505, predictive_accuracy: 0.6667, prior_entropy: 0.836, recall: 0.6667, relative_absolute_error: 0.8547, root_mean_prior_squared_error: 0.4412, root_mean_squared_error: 0.5774, root_relative_squared_error: 1.3087, usercpu_time_millis: 205.784, usercpu_time_millis_testing: 1.889, usercpu_time_millis_training: 203.895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7708, f_measure: 0.78, kappa: 0.5417, kb_relative_information_score: 53.3408, mean_absolute_error: 0.22, mean_prior_absolute_error: 0.4804, number_of_instances: 100, precision: 0.78, predictive_accuracy: 0.78, prior_entropy: 0.9721, recall: 0.78, relative_absolute_error: 0.458, root_mean_prior_squared_error: 0.4899, root_mean_squared_error: 0.469, root_relative_squared_error: 0.9574, usercpu_time_millis: 208.43, usercpu_time_millis_testing: 2.217, usercpu_time_millis_training: 206.213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6421, f_measure: 0.7016, kappa: 0.2954, kb_relative_information_score: 38.4518, mean_absolute_error: 0.292, mean_prior_absolute_error: 0.4317, number_of_instances: 137, precision: 0.698, predictive_accuracy: 0.708, prior_entropy: 0.9006, recall: 0.708, relative_absolute_error: 0.6763, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5403, root_relative_squared_error: 1.1644, usercpu_time_millis: 206.39, usercpu_time_millis_testing: 3.234, usercpu_time_millis_training: 203.156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9746, f_measure: 0.98, kappa: 0.9493, kb_relative_information_score: 93.7627, mean_absolute_error: 0.02, mean_prior_absolute_error: 0.3963, number_of_instances: 100, precision: 0.98, predictive_accuracy: 0.98, prior_entropy: 0.8479, recall: 0.98, relative_absolute_error: 0.0505, root_mean_prior_squared_error: 0.444, root_mean_squared_error: 0.1414, root_relative_squared_error: 0.3185, usercpu_time_millis: 200.266, usercpu_time_millis_testing: 2.782, usercpu_time_millis_training: 197.484,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7923, f_measure: 0.8277, kappa: 0.5994, kb_relative_information_score: 58.5561, mean_absolute_error: 0.17, mean_prior_absolute_error: 0.4365, number_of_instances: 100, precision: 0.827, predictive_accuracy: 0.83, prior_entropy: 0.9082, recall: 0.83, relative_absolute_error: 0.3895, root_mean_prior_squared_error: 0.4665, root_mean_squared_error: 0.4123, root_relative_squared_error: 0.8839, usercpu_time_millis: 208.453, usercpu_time_millis_testing: 3.634, usercpu_time_millis_training: 204.819,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8466, f_measure: 0.8498, kappa: 0.6949, kb_relative_information_score: 69.3516, mean_absolute_error: 0.15, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.8498, predictive_accuracy: 0.85, prior_entropy: 0.99, recall: 0.85, relative_absolute_error: 0.3043, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3873, root_relative_squared_error: 0.7802, usercpu_time_millis: 202.845, usercpu_time_millis_testing: 1.661, usercpu_time_millis_training: 201.184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9586, f_measure: 0.9583, kappa: 0.9165, kb_relative_information_score: 109.958, mean_absolute_error: 0.0417, mean_prior_absolute_error: 0.4988, number_of_instances: 120, precision: 0.9585, predictive_accuracy: 0.9583, prior_entropy: 0.9983, recall: 0.9583, relative_absolute_error: 0.0835, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.2041, root_relative_squared_error: 0.4088, usercpu_time_millis: 199.563, usercpu_time_millis_testing: 1.397, usercpu_time_millis_training: 198.166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.853, f_measure: 0.8595, kappa: 0.7107, kb_relative_information_score: 70.9067, mean_absolute_error: 0.14, mean_prior_absolute_error: 0.4875, number_of_instances: 100, precision: 0.8597, predictive_accuracy: 0.86, prior_entropy: 0.9822, recall: 0.86, relative_absolute_error: 0.2872, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.3742, root_relative_squared_error: 0.7581, usercpu_time_millis: 62.721, usercpu_time_millis_testing: 0.245, usercpu_time_millis_training: 62.476,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8369, f_measure: 0.8369, kappa: 0.6735, kb_relative_information_score: 255.8753, mean_absolute_error: 0.1632, mean_prior_absolute_error: 0.4997, number_of_instances: 380, precision: 0.8369, predictive_accuracy: 0.8368, prior_entropy: 0.9995, recall: 0.8368, relative_absolute_error: 0.3265, root_mean_prior_squared_error: 0.4998, root_mean_squared_error: 0.4039, root_relative_squared_error: 0.8081, usercpu_time_millis: 9.095, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 9.046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.668, f_measure: 0.6633, kappa: 0.3442, kb_relative_information_score: 66.3988, mean_absolute_error: 0.3189, mean_prior_absolute_error: 0.4983, number_of_instances: 185, precision: 0.7082, predictive_accuracy: 0.6811, prior_entropy: 0.9975, recall: 0.6811, relative_absolute_error: 0.6401, root_mean_prior_squared_error: 0.4991, root_mean_squared_error: 0.5647, root_relative_squared_error: 1.1315, usercpu_time_millis: 10.465, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 10.403,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.979, f_measure: 0.9767, kappa: 0.953, kb_relative_information_score: 1306.8195, mean_absolute_error: 0.0233, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9778, predictive_accuracy: 0.9767, prior_entropy: 0.9912, recall: 0.9767, relative_absolute_error: 0.0472, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1527, root_relative_squared_error: 0.3073, usercpu_time_millis: 1.128, usercpu_time_millis_testing: 0.468, usercpu_time_millis_training: 0.66,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9635, f_measure: 0.9643, kappa: 0.927, kb_relative_information_score: 311.1598, mean_absolute_error: 0.0357, mean_prior_absolute_error: 0.489, number_of_instances: 336, precision: 0.9643, predictive_accuracy: 0.9643, prior_entropy: 0.9842, recall: 0.9643, relative_absolute_error: 0.073, root_mean_prior_squared_error: 0.4944, root_mean_squared_error: 0.189, root_relative_squared_error: 0.3822, usercpu_time_millis: 0.061, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 0.05,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5868, f_measure: 0.6382, kappa: 0.1955, kb_relative_information_score: 55.5195, mean_absolute_error: 0.3271, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.6526, predictive_accuracy: 0.6729, prior_entropy: 0.9397, recall: 0.6729, relative_absolute_error: 0.7135, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.5719, root_relative_squared_error: 1.1951, usercpu_time_millis: 0.053, usercpu_time_millis_testing: 0.01, usercpu_time_millis_training: 0.043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5244, f_measure: 0.8688, kappa: 0.0616, kb_relative_information_score: 1.0527, mean_absolute_error: 0.1154, mean_prior_absolute_error: 0.1601, number_of_instances: 130, precision: 0.8557, predictive_accuracy: 0.8846, prior_entropy: 0.4395, recall: 0.8846, relative_absolute_error: 0.7205, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.3397, root_relative_squared_error: 1.2202, usercpu_time_millis: 0.049, usercpu_time_millis_testing: 0.01, usercpu_time_millis_training: 0.039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8419, f_measure: 0.8421, kappa: 0.6839, kb_relative_information_score: 259.8793, mean_absolute_error: 0.1579, mean_prior_absolute_error: 0.4997, number_of_instances: 380, precision: 0.8421, predictive_accuracy: 0.8421, prior_entropy: 0.9995, recall: 0.8421, relative_absolute_error: 0.316, root_mean_prior_squared_error: 0.4998, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.795, usercpu_time_millis: 0.066, usercpu_time_millis_testing: 0.012, usercpu_time_millis_training: 0.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6706, f_measure: 0.6703, kappa: 0.34, kb_relative_information_score: 33.6593, mean_absolute_error: 0.33, mean_prior_absolute_error: 0.4982, number_of_instances: 100, precision: 0.6718, predictive_accuracy: 0.67, prior_entropy: 0.9975, recall: 0.67, relative_absolute_error: 0.6623, root_mean_prior_squared_error: 0.4991, root_mean_squared_error: 0.5745, root_relative_squared_error: 1.151, usercpu_time_millis: 0.044, usercpu_time_millis_testing: 0.008, usercpu_time_millis_training: 0.036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5542, f_measure: 0.5757, kappa: 0.1102, kb_relative_information_score: 11.0285, mean_absolute_error: 0.42, mean_prior_absolute_error: 0.4804, number_of_instances: 100, precision: 0.5733, predictive_accuracy: 0.58, prior_entropy: 0.9721, recall: 0.58, relative_absolute_error: 0.8743, root_mean_prior_squared_error: 0.4899, root_mean_squared_error: 0.6481, root_relative_squared_error: 1.3229, usercpu_time_millis: 0.042, usercpu_time_millis_testing: 0.01, usercpu_time_millis_training: 0.032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7263, f_measure: 0.7297, kappa: 0.4534, kb_relative_information_score: 45.2155, mean_absolute_error: 0.27, mean_prior_absolute_error: 0.4951, number_of_instances: 100, precision: 0.7295, predictive_accuracy: 0.73, prior_entropy: 0.9931, recall: 0.73, relative_absolute_error: 0.5453, root_mean_prior_squared_error: 0.4975, root_mean_squared_error: 0.5196, root_relative_squared_error: 1.0445, usercpu_time_millis: 0.044, usercpu_time_millis_testing: 0.008, usercpu_time_millis_training: 0.036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 149.6477, mean_prior_absolute_error: 0.4452, number_of_instances: 150, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9205, recall: 1, root_mean_prior_squared_error: 0.4714, usercpu_time_millis: 0.042, usercpu_time_millis_testing: 0.01, usercpu_time_millis_training: 0.032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8903, f_measure: 0.9079, kappa: 0.8057, kb_relative_information_score: 179.3259, mean_absolute_error: 0.0901, mean_prior_absolute_error: 0.4787, number_of_instances: 222, precision: 0.9166, predictive_accuracy: 0.9099, prior_entropy: 0.9694, recall: 0.9099, relative_absolute_error: 0.1882, root_mean_prior_squared_error: 0.4891, root_mean_squared_error: 0.3002, root_relative_squared_error: 0.6136, usercpu_time_millis: 0.048, usercpu_time_millis_testing: 0.01, usercpu_time_millis_training: 0.038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8374, f_measure: 0.8397, kappa: 0.6769, kb_relative_information_score: 67.6963, mean_absolute_error: 0.16, mean_prior_absolute_error: 0.4969, number_of_instances: 100, precision: 0.84, predictive_accuracy: 0.84, prior_entropy: 0.9956, recall: 0.84, relative_absolute_error: 0.322, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.4, root_relative_squared_error: 0.8026, usercpu_time_millis: 0.039, usercpu_time_millis_testing: 0.008, usercpu_time_millis_training: 0.031,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6458, f_measure: 0.6695, kappa: 0.3043, kb_relative_information_score: 32.1847, mean_absolute_error: 0.32, mean_prior_absolute_error: 0.4804, number_of_instances: 100, precision: 0.6733, predictive_accuracy: 0.68, prior_entropy: 0.9721, recall: 0.68, relative_absolute_error: 0.6661, root_mean_prior_squared_error: 0.4899, root_mean_squared_error: 0.5657, root_relative_squared_error: 1.1547, usercpu_time_millis: 0.044, usercpu_time_millis_testing: 0.008, usercpu_time_millis_training: 0.036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9618, f_measure: 0.96, kappa: 0.9192, kb_relative_information_score: 1259.9967, mean_absolute_error: 0.0401, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9609, predictive_accuracy: 0.9599, prior_entropy: 0.9912, recall: 0.9599, relative_absolute_error: 0.0812, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2002, root_relative_squared_error: 0.4029, usercpu_time_millis: 0.783, usercpu_time_millis_testing: 0.028, usercpu_time_millis_training: 0.755,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9618, f_measure: 0.9614, kappa: 0.9211, kb_relative_information_score: 309.0952, mean_absolute_error: 0.0387, mean_prior_absolute_error: 0.489, number_of_instances: 336, precision: 0.9616, predictive_accuracy: 0.9613, prior_entropy: 0.9842, recall: 0.9613, relative_absolute_error: 0.0791, root_mean_prior_squared_error: 0.4944, root_mean_squared_error: 0.1967, root_relative_squared_error: 0.3978, usercpu_time_millis: 0.407, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 0.377,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5298, f_measure: 0.5795, kappa: 0.0681, kb_relative_information_score: 32.9166, mean_absolute_error: 0.3738, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.583, predictive_accuracy: 0.6262, prior_entropy: 0.9397, recall: 0.6262, relative_absolute_error: 0.8155, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.6114, root_relative_squared_error: 1.2776, usercpu_time_millis: 0.383, usercpu_time_millis_testing: 0.039, usercpu_time_millis_training: 0.344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5598, f_measure: 0.6895, kappa: 0.1527, kb_relative_information_score: 82.5628, mean_absolute_error: 0.2582, mean_prior_absolute_error: 0.39, number_of_instances: 306, precision: 0.7019, predictive_accuracy: 0.7418, prior_entropy: 0.836, recall: 0.7418, relative_absolute_error: 0.662, root_mean_prior_squared_error: 0.4412, root_mean_squared_error: 0.5081, root_relative_squared_error: 1.1517, usercpu_time_millis: 0.422, usercpu_time_millis_testing: 0.038, usercpu_time_millis_training: 0.384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4958, f_measure: 0.8711, kappa: -0.0143, kb_relative_information_score: 25.6053, mean_absolute_error: 0.0923, mean_prior_absolute_error: 0.1601, number_of_instances: 130, precision: 0.8373, predictive_accuracy: 0.9077, prior_entropy: 0.4395, recall: 0.9077, relative_absolute_error: 0.5764, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.3038, root_relative_squared_error: 1.0914, usercpu_time_millis: 0.344, usercpu_time_millis_testing: 0.032, usercpu_time_millis_training: 0.312,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.842, f_measure: 0.8421, kappa: 0.684, kb_relative_information_score: 259.8793, mean_absolute_error: 0.1579, mean_prior_absolute_error: 0.4997, number_of_instances: 380, precision: 0.8421, predictive_accuracy: 0.8421, prior_entropy: 0.9995, recall: 0.8421, relative_absolute_error: 0.316, root_mean_prior_squared_error: 0.4998, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.795, usercpu_time_millis: 0.424, usercpu_time_millis_testing: 0.026, usercpu_time_millis_training: 0.398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8384, f_measure: 0.84, kappa: 0.6768, kb_relative_information_score: 67.5237, mean_absolute_error: 0.16, mean_prior_absolute_error: 0.4951, number_of_instances: 100, precision: 0.84, predictive_accuracy: 0.84, prior_entropy: 0.9931, recall: 0.84, relative_absolute_error: 0.3232, root_mean_prior_squared_error: 0.4975, root_mean_squared_error: 0.4, root_relative_squared_error: 0.804, usercpu_time_millis: 0.336, usercpu_time_millis_testing: 0.035, usercpu_time_millis_training: 0.301,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8828, f_measure: 0.8991, kappa: 0.7871, kb_relative_information_score: 175.0712, mean_absolute_error: 0.0991, mean_prior_absolute_error: 0.4787, number_of_instances: 222, precision: 0.9052, predictive_accuracy: 0.9009, prior_entropy: 0.9694, recall: 0.9009, relative_absolute_error: 0.207, root_mean_prior_squared_error: 0.4891, root_mean_squared_error: 0.3148, root_relative_squared_error: 0.6436, usercpu_time_millis: 0.349, usercpu_time_millis_testing: 0.024, usercpu_time_millis_training: 0.325,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6417, f_measure: 0.6633, kappa: 0.2918, kb_relative_information_score: 30.069, mean_absolute_error: 0.33, mean_prior_absolute_error: 0.4804, number_of_instances: 100, precision: 0.6633, predictive_accuracy: 0.67, prior_entropy: 0.9721, recall: 0.67, relative_absolute_error: 0.6869, root_mean_prior_squared_error: 0.4899, root_mean_squared_error: 0.5745, root_relative_squared_error: 1.1726, usercpu_time_millis: 0.319, usercpu_time_millis_testing: 0.035, usercpu_time_millis_training: 0.284,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7857, f_measure: 0.7836, kappa: 0.5714, kb_relative_information_score: 80, mean_absolute_error: 0.2143, mean_prior_absolute_error: 0.5, number_of_instances: 140, precision: 0.7976, predictive_accuracy: 0.7857, prior_entropy: 1, recall: 0.7857, relative_absolute_error: 0.4286, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4629, root_relative_squared_error: 0.9258, usercpu_time_millis: 0.331, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.291,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7063, f_measure: 0.7118, kappa: 0.4151, kb_relative_information_score: 44.8872, mean_absolute_error: 0.287, mean_prior_absolute_error: 0.4939, number_of_instances: 108, precision: 0.7118, predictive_accuracy: 0.713, prior_entropy: 0.9914, recall: 0.713, relative_absolute_error: 0.5811, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.5358, root_relative_squared_error: 1.0782, usercpu_time_millis: 0.312, usercpu_time_millis_testing: 0.036, usercpu_time_millis_training: 0.276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9123, f_measure: 0.9308, kappa: 0.846, kb_relative_information_score: 111.163, mean_absolute_error: 0.0682, mean_prior_absolute_error: 0.4548, number_of_instances: 132, precision: 0.9329, predictive_accuracy: 0.9318, prior_entropy: 0.9347, recall: 0.9318, relative_absolute_error: 0.1499, root_mean_prior_squared_error: 0.4765, root_mean_squared_error: 0.2611, root_relative_squared_error: 0.548, usercpu_time_millis: 0.32, usercpu_time_millis_testing: 0.026, usercpu_time_millis_training: 0.294,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7902, f_measure: 0.794, kappa: 0.5852, kb_relative_information_score: 77.5474, mean_absolute_error: 0.2045, mean_prior_absolute_error: 0.4972, number_of_instances: 132, precision: 0.7972, predictive_accuracy: 0.7955, prior_entropy: 0.996, recall: 0.7955, relative_absolute_error: 0.4114, root_mean_prior_squared_error: 0.4986, root_mean_squared_error: 0.4523, root_relative_squared_error: 0.9071, usercpu_time_millis: 0.339, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6456, f_measure: 0.9585, kappa: 0.3459, kb_relative_information_score: 2890.8643, mean_absolute_error: 0.0126, mean_prior_absolute_error: 0.0281, number_of_instances: 10668, precision: 0.9496, predictive_accuracy: 0.9684, prior_entropy: 0.2849, recall: 0.9684, relative_absolute_error: 0.4489, root_mean_prior_squared_error: 0.1183, root_mean_squared_error: 0.1124, root_relative_squared_error: 0.9499, usercpu_time_millis: 1.249, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 1.207,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6017, f_measure: 0.7077, kappa: 0.2219, kb_relative_information_score: 65.655, mean_absolute_error: 0.2778, mean_prior_absolute_error: 0.39, number_of_instances: 306, precision: 0.7004, predictive_accuracy: 0.7222, prior_entropy: 0.836, recall: 0.7222, relative_absolute_error: 0.7123, root_mean_prior_squared_error: 0.4412, root_mean_squared_error: 0.527, root_relative_squared_error: 1.1946, usercpu_time_millis: 0.174, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 0.143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6292, f_measure: 0.6362, kappa: 0.2611, kb_relative_information_score: 28.609, mean_absolute_error: 0.3611, mean_prior_absolute_error: 0.4939, number_of_instances: 108, precision: 0.6363, predictive_accuracy: 0.6389, prior_entropy: 0.9914, recall: 0.6389, relative_absolute_error: 0.7311, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.6009, root_relative_squared_error: 1.2093, usercpu_time_millis: 0.293, usercpu_time_millis_testing: 0.131, usercpu_time_millis_training: 0.162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5025, f_measure: 0.9186, kappa: 0.0066, kb_relative_information_score: 1655.1447, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.0423, number_of_instances: 9172, precision: 0.8945, predictive_accuracy: 0.9446, prior_entropy: 0.4071, recall: 0.9446, relative_absolute_error: 0.5231, root_mean_prior_squared_error: 0.1453, root_mean_squared_error: 0.1488, root_relative_squared_error: 1.0247, usercpu_time_millis: 1708.016, usercpu_time_millis_testing: 352.531, usercpu_time_millis_training: 1355.485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9184, f_measure: 0.9285, kappa: 0.8494, kb_relative_information_score: 3904.5672, mean_absolute_error: 0.0709, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.9301, predictive_accuracy: 0.9291, prior_entropy: 0.9674, recall: 0.9291, relative_absolute_error: 0.1484, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2662, root_relative_squared_error: 0.5447, usercpu_time_millis: 419.209, usercpu_time_millis_testing: 93.924, usercpu_time_millis_training: 325.285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5497, f_measure: 0.5529, kappa: 0.0971, kb_relative_information_score: 6.6472, mean_absolute_error: 0.45, mean_prior_absolute_error: 0.4875, number_of_instances: 100, precision: 0.5611, predictive_accuracy: 0.55, prior_entropy: 0.9822, recall: 0.55, relative_absolute_error: 0.9232, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.6708, root_relative_squared_error: 1.3591, usercpu_time_millis: 0.265, usercpu_time_millis_testing: 0.039, usercpu_time_millis_training: 0.226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5681, f_measure: 0.6974, kappa: 0.1741, kb_relative_information_score: 88.1987, mean_absolute_error: 0.2516, mean_prior_absolute_error: 0.39, number_of_instances: 306, precision: 0.7147, predictive_accuracy: 0.7484, prior_entropy: 0.836, recall: 0.7484, relative_absolute_error: 0.6452, root_mean_prior_squared_error: 0.4412, root_mean_squared_error: 0.5016, root_relative_squared_error: 1.137, usercpu_time_millis: 6.681, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 6.66,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5371, f_measure: 0.8828, kappa: 0.1106, kb_relative_information_score: 25.6053, mean_absolute_error: 0.0923, mean_prior_absolute_error: 0.1601, number_of_instances: 130, precision: 0.8715, predictive_accuracy: 0.9077, prior_entropy: 0.4395, recall: 0.9077, relative_absolute_error: 0.5764, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.3038, root_relative_squared_error: 1.0914, usercpu_time_millis: 0.954, usercpu_time_millis_testing: 0.01, usercpu_time_millis_training: 0.944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8419, f_measure: 0.8421, kappa: 0.6839, kb_relative_information_score: 259.8793, mean_absolute_error: 0.1579, mean_prior_absolute_error: 0.4997, number_of_instances: 380, precision: 0.8421, predictive_accuracy: 0.8421, prior_entropy: 0.9995, recall: 0.8421, relative_absolute_error: 0.316, root_mean_prior_squared_error: 0.4998, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.795, usercpu_time_millis: 0.647, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 0.636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.66, f_measure: 0.6603, kappa: 0.3192, kb_relative_information_score: 31.6493, mean_absolute_error: 0.34, mean_prior_absolute_error: 0.4982, number_of_instances: 100, precision: 0.6611, predictive_accuracy: 0.66, prior_entropy: 0.9975, recall: 0.66, relative_absolute_error: 0.6824, root_mean_prior_squared_error: 0.4991, root_mean_squared_error: 0.5831, root_relative_squared_error: 1.1683, usercpu_time_millis: 0.046, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 0.035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7737, f_measure: 0.7787, kappa: 0.5519, kb_relative_information_score: 55.3556, mean_absolute_error: 0.22, mean_prior_absolute_error: 0.4951, number_of_instances: 100, precision: 0.78, predictive_accuracy: 0.78, prior_entropy: 0.9931, recall: 0.78, relative_absolute_error: 0.4444, root_mean_prior_squared_error: 0.4975, root_mean_squared_error: 0.469, root_relative_squared_error: 0.9428, usercpu_time_millis: 0.045, usercpu_time_millis_testing: 0.013, usercpu_time_millis_training: 0.032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6644, f_measure: 0.7228, kappa: 0.344, kb_relative_information_score: 45.809, mean_absolute_error: 0.2701, mean_prior_absolute_error: 0.4317, number_of_instances: 137, precision: 0.7198, predictive_accuracy: 0.7299, prior_entropy: 0.9006, recall: 0.7299, relative_absolute_error: 0.6256, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5197, root_relative_squared_error: 1.1198, usercpu_time_millis: 2.651, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 2.628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6265, f_measure: 0.6262, kappa: 0.252, kb_relative_information_score: 36.4082, mean_absolute_error: 0.3742, mean_prior_absolute_error: 0.4982, number_of_instances: 147, precision: 0.628, predictive_accuracy: 0.6259, prior_entropy: 0.9974, recall: 0.6259, relative_absolute_error: 0.7511, root_mean_prior_squared_error: 0.4991, root_mean_squared_error: 0.6117, root_relative_squared_error: 1.2257, usercpu_time_millis: 2.369, usercpu_time_millis_testing: 0.017, usercpu_time_millis_training: 2.352,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6298, f_measure: 0.6305, kappa: 0.2631, kb_relative_information_score: 50.3186, mean_absolute_error: 0.3622, mean_prior_absolute_error: 0.4983, number_of_instances: 185, precision: 0.6403, predictive_accuracy: 0.6378, prior_entropy: 0.9975, recall: 0.6378, relative_absolute_error: 0.7269, root_mean_prior_squared_error: 0.4991, root_mean_squared_error: 0.6018, root_relative_squared_error: 1.2057, usercpu_time_millis: 0.673, usercpu_time_millis_testing: 0.009, usercpu_time_millis_training: 0.664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6754, f_measure: 0.6845, kappa: 0.3433, kb_relative_information_score: 41.4347, mean_absolute_error: 0.3182, mean_prior_absolute_error: 0.4746, number_of_instances: 132, precision: 0.69, predictive_accuracy: 0.6818, prior_entropy: 0.9635, recall: 0.6818, relative_absolute_error: 0.6705, root_mean_prior_squared_error: 0.4869, root_mean_squared_error: 0.5641, root_relative_squared_error: 1.1585, usercpu_time_millis: 0.047, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 0.036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.625, f_measure: 0.6488, kappa: 0.2609, kb_relative_information_score: 27.9534, mean_absolute_error: 0.34, mean_prior_absolute_error: 0.4804, number_of_instances: 100, precision: 0.6514, predictive_accuracy: 0.66, prior_entropy: 0.9721, recall: 0.66, relative_absolute_error: 0.7078, root_mean_prior_squared_error: 0.4899, root_mean_squared_error: 0.5831, root_relative_squared_error: 1.1902, usercpu_time_millis: 0.035, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 0.024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7271, f_measure: 0.7312, kappa: 0.4551, kb_relative_information_score: 48.9568, mean_absolute_error: 0.2685, mean_prior_absolute_error: 0.4939, number_of_instances: 108, precision: 0.731, predictive_accuracy: 0.7315, prior_entropy: 0.9914, recall: 0.7315, relative_absolute_error: 0.5436, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.5182, root_relative_squared_error: 1.0428, usercpu_time_millis: 0.902, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 0.879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9123, f_measure: 0.9308, kappa: 0.846, kb_relative_information_score: 111.163, mean_absolute_error: 0.0682, mean_prior_absolute_error: 0.4548, number_of_instances: 132, precision: 0.9329, predictive_accuracy: 0.9318, prior_entropy: 0.9347, recall: 0.9318, relative_absolute_error: 0.1499, root_mean_prior_squared_error: 0.4765, root_mean_squared_error: 0.2611, root_relative_squared_error: 0.548, usercpu_time_millis: 1.054, usercpu_time_millis_testing: 0.016, usercpu_time_millis_training: 1.038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7726, f_measure: 0.7729, kappa: 0.5439, kb_relative_information_score: 71.4989, mean_absolute_error: 0.2273, mean_prior_absolute_error: 0.4972, number_of_instances: 132, precision: 0.7735, predictive_accuracy: 0.7727, prior_entropy: 0.996, recall: 0.7727, relative_absolute_error: 0.4571, root_mean_prior_squared_error: 0.4986, root_mean_squared_error: 0.4767, root_relative_squared_error: 0.9562, usercpu_time_millis: 0.192, usercpu_time_millis_testing: 0.033, usercpu_time_millis_training: 0.159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5614, f_measure: 0.8211, kappa: 0.1722, kb_relative_information_score: 145.6403, mean_absolute_error: 0.1449, mean_prior_absolute_error: 0.2462, number_of_instances: 559, precision: 0.8165, predictive_accuracy: 0.8551, prior_entropy: 0.5956, recall: 0.8551, relative_absolute_error: 0.5886, root_mean_prior_squared_error: 0.3502, root_mean_squared_error: 0.3807, root_relative_squared_error: 1.087, usercpu_time_millis: 247.463, usercpu_time_millis_testing: 2.938, usercpu_time_millis_training: 244.525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.8749, kb_relative_information_score: 33.7895, mean_absolute_error: 0.0846, mean_prior_absolute_error: 0.1601, number_of_instances: 130, precision: 0.8379, predictive_accuracy: 0.9154, prior_entropy: 0.4395, recall: 0.9154, relative_absolute_error: 0.5284, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2909, root_relative_squared_error: 1.0449, usercpu_time_millis: 2.242, usercpu_time_millis_testing: 0.227, usercpu_time_millis_training: 2.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7415, f_measure: 0.7402, kappa: 0.4806, kb_relative_information_score: 47.7294, mean_absolute_error: 0.26, mean_prior_absolute_error: 0.4982, number_of_instances: 100, precision: 0.7428, predictive_accuracy: 0.74, prior_entropy: 0.9975, recall: 0.74, relative_absolute_error: 0.5218, root_mean_prior_squared_error: 0.4991, root_mean_squared_error: 0.5099, root_relative_squared_error: 1.0216, usercpu_time_millis: 1.897, usercpu_time_millis_testing: 0.182, usercpu_time_millis_training: 1.715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7899, f_measure: 0.797, kappa: 0.5893, kb_relative_information_score: 59.4116, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.4951, number_of_instances: 100, precision: 0.8048, predictive_accuracy: 0.8, prior_entropy: 0.9931, recall: 0.8, relative_absolute_error: 0.404, root_mean_prior_squared_error: 0.4975, root_mean_squared_error: 0.4472, root_relative_squared_error: 0.8989, usercpu_time_millis: 2.33, usercpu_time_millis_testing: 0.186, usercpu_time_millis_training: 2.144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7023, f_measure: 0.5997, kappa: 0.4042, kb_relative_information_score: 68.8411, mean_absolute_error: 0.2649, mean_prior_absolute_error: 0.4443, number_of_instances: 151, precision: 0.6012, predictive_accuracy: 0.6026, prior_entropy: 1.5845, recall: 0.6026, relative_absolute_error: 0.5962, root_mean_prior_squared_error: 0.4713, root_mean_squared_error: 0.5147, root_relative_squared_error: 1.092, usercpu_time_millis: 90.441, usercpu_time_millis_testing: 0.405, usercpu_time_millis_training: 90.036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.965, average_cost: 0.6667, f_measure: 0.9533, kappa: 0.93, kb_relative_information_score: 140.4165, mean_absolute_error: 0.0311, mean_prior_absolute_error: 0.4444, number_of_instances: 150, precision: 0.9544, predictive_accuracy: 0.9533, prior_entropy: 1.585, recall: 0.9533, relative_absolute_error: 0.07, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1764, root_relative_squared_error: 0.3742, total_cost: 100, usercpu_time_millis: 5.751, usercpu_time_millis_testing: 0.289, usercpu_time_millis_training: 5.462,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6195, f_measure: 0.6962, kappa: 0.2781, kb_relative_information_score: 34.4207, mean_absolute_error: 0.27, mean_prior_absolute_error: 0.4365, number_of_instances: 100, precision: 0.7173, predictive_accuracy: 0.73, prior_entropy: 0.9082, recall: 0.73, relative_absolute_error: 0.6186, root_mean_prior_squared_error: 0.4665, root_mean_squared_error: 0.5196, root_relative_squared_error: 1.1139, usercpu_time_millis: 3.843, usercpu_time_millis_testing: 0.224, usercpu_time_millis_training: 3.619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7042, f_measure: 0.7108, kappa: 0.4126, kb_relative_information_score: 44.8872, mean_absolute_error: 0.287, mean_prior_absolute_error: 0.4939, number_of_instances: 108, precision: 0.7118, predictive_accuracy: 0.713, prior_entropy: 0.9914, recall: 0.713, relative_absolute_error: 0.5811, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.5358, root_relative_squared_error: 1.0782, usercpu_time_millis: 8.793, usercpu_time_millis_testing: 0.25, usercpu_time_millis_training: 8.543,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8731, f_measure: 0.8927, kappa: 0.7616, kb_relative_information_score: 99.7446, mean_absolute_error: 0.1061, mean_prior_absolute_error: 0.4548, number_of_instances: 132, precision: 0.8934, predictive_accuracy: 0.8939, prior_entropy: 0.9347, recall: 0.8939, relative_absolute_error: 0.2332, root_mean_prior_squared_error: 0.4765, root_mean_squared_error: 0.3257, root_relative_squared_error: 0.6835, usercpu_time_millis: 4.22, usercpu_time_millis_testing: 0.271, usercpu_time_millis_training: 3.949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.6231, kb_relative_information_score: 76.9269, mean_absolute_error: 0.2647, mean_prior_absolute_error: 0.39, number_of_instances: 306, precision: 0.5407, predictive_accuracy: 0.7353, prior_entropy: 0.836, recall: 0.7353, relative_absolute_error: 0.6787, root_mean_prior_squared_error: 0.4412, root_mean_squared_error: 0.5145, root_relative_squared_error: 1.1662, usercpu_time_millis: 0.811, usercpu_time_millis_testing: 0.086, usercpu_time_millis_training: 0.725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.8749, kb_relative_information_score: 33.7895, mean_absolute_error: 0.0846, mean_prior_absolute_error: 0.1601, number_of_instances: 130, precision: 0.8379, predictive_accuracy: 0.9154, prior_entropy: 0.4395, recall: 0.9154, relative_absolute_error: 0.5284, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2909, root_relative_squared_error: 1.0449, usercpu_time_millis: 0.575, usercpu_time_millis_testing: 0.092, usercpu_time_millis_training: 0.483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7543, f_measure: 0.7573, kappa: 0.5136, kb_relative_information_score: 51.7495, mean_absolute_error: 0.24, mean_prior_absolute_error: 0.4982, number_of_instances: 100, precision: 0.7646, predictive_accuracy: 0.76, prior_entropy: 0.9975, recall: 0.76, relative_absolute_error: 0.4817, root_mean_prior_squared_error: 0.4991, root_mean_squared_error: 0.4899, root_relative_squared_error: 0.9816, usercpu_time_millis: 0.574, usercpu_time_millis_testing: 0.08, usercpu_time_millis_training: 0.494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7919, f_measure: 0.798, kappa: 0.591, kb_relative_information_score: 59.4116, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.4951, number_of_instances: 100, precision: 0.802, predictive_accuracy: 0.8, prior_entropy: 0.9931, recall: 0.8, relative_absolute_error: 0.404, root_mean_prior_squared_error: 0.4975, root_mean_squared_error: 0.4472, root_relative_squared_error: 0.8989, usercpu_time_millis: 0.614, usercpu_time_millis_testing: 0.078, usercpu_time_millis_training: 0.536,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8601, f_measure: 0.8799, kappa: 0.7464, kb_relative_information_score: 166.5619, mean_absolute_error: 0.1171, mean_prior_absolute_error: 0.4787, number_of_instances: 222, precision: 0.89, predictive_accuracy: 0.8829, prior_entropy: 0.9694, recall: 0.8829, relative_absolute_error: 0.2446, root_mean_prior_squared_error: 0.4891, root_mean_squared_error: 0.3422, root_relative_squared_error: 0.6996, usercpu_time_millis: 0.515, usercpu_time_millis_testing: 0.076, usercpu_time_millis_training: 0.439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4598, kb_relative_information_score: 20.1534, mean_absolute_error: 0.392, mean_prior_absolute_error: 0.477, number_of_instances: 125, precision: 0.3697, predictive_accuracy: 0.608, prior_entropy: 0.9671, recall: 0.608, relative_absolute_error: 0.8217, root_mean_prior_squared_error: 0.4882, root_mean_squared_error: 0.6261, root_relative_squared_error: 1.2825, usercpu_time_millis: 0.522, usercpu_time_millis_testing: 0.1, usercpu_time_millis_training: 0.422,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7714, f_measure: 0.7697, kappa: 0.5429, kb_relative_information_score: 76, mean_absolute_error: 0.2286, mean_prior_absolute_error: 0.5, number_of_instances: 140, precision: 0.7796, predictive_accuracy: 0.7714, prior_entropy: 1, recall: 0.7714, relative_absolute_error: 0.4571, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4781, root_relative_squared_error: 0.9562, usercpu_time_millis: 0.636, usercpu_time_millis_testing: 0.079, usercpu_time_millis_training: 0.557,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6563, f_measure: 0.6639, kappa: 0.3226, kb_relative_information_score: 36.7481, mean_absolute_error: 0.3241, mean_prior_absolute_error: 0.4939, number_of_instances: 108, precision: 0.6801, predictive_accuracy: 0.6759, prior_entropy: 0.9914, recall: 0.6759, relative_absolute_error: 0.6561, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.5693, root_relative_squared_error: 1.1456, usercpu_time_millis: 0.628, usercpu_time_millis_testing: 0.106, usercpu_time_millis_training: 0.522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.934, f_measure: 0.9465, kappa: 0.8814, kb_relative_information_score: 115.7304, mean_absolute_error: 0.053, mean_prior_absolute_error: 0.4548, number_of_instances: 132, precision: 0.9472, predictive_accuracy: 0.947, prior_entropy: 0.9347, recall: 0.947, relative_absolute_error: 0.1166, root_mean_prior_squared_error: 0.4765, root_mean_squared_error: 0.2303, root_relative_squared_error: 0.4833, usercpu_time_millis: 0.852, usercpu_time_millis_testing: 0.093, usercpu_time_millis_training: 0.759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8289, f_measure: 0.8324, kappa: 0.6624, kb_relative_information_score: 87.6282, mean_absolute_error: 0.1667, mean_prior_absolute_error: 0.4972, number_of_instances: 132, precision: 0.835, predictive_accuracy: 0.8333, prior_entropy: 0.996, recall: 0.8333, relative_absolute_error: 0.3352, root_mean_prior_squared_error: 0.4986, root_mean_squared_error: 0.4082, root_relative_squared_error: 0.8188, usercpu_time_millis: 0.787, usercpu_time_millis_testing: 0.102, usercpu_time_millis_training: 0.685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5329, f_measure: 0.8781, kappa: 0.0924, kb_relative_information_score: 17.4211, mean_absolute_error: 0.1, mean_prior_absolute_error: 0.1601, number_of_instances: 130, precision: 0.8639, predictive_accuracy: 0.9, prior_entropy: 0.4395, recall: 0.9, relative_absolute_error: 0.6245, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.3162, root_relative_squared_error: 1.136, usercpu_time_millis: 0.106, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 0.083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8419, f_measure: 0.8421, kappa: 0.6839, kb_relative_information_score: 259.8793, mean_absolute_error: 0.1579, mean_prior_absolute_error: 0.4997, number_of_instances: 380, precision: 0.8421, predictive_accuracy: 0.8421, prior_entropy: 0.9995, recall: 0.8421, relative_absolute_error: 0.316, root_mean_prior_squared_error: 0.4998, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.795, usercpu_time_millis: 0.095, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7271, f_measure: 0.7312, kappa: 0.4551, kb_relative_information_score: 48.9568, mean_absolute_error: 0.2685, mean_prior_absolute_error: 0.4939, number_of_instances: 108, precision: 0.731, predictive_accuracy: 0.7315, prior_entropy: 0.9914, recall: 0.7315, relative_absolute_error: 0.5436, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.5182, root_relative_squared_error: 1.0428, usercpu_time_millis: 0.101, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 0.071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7726, f_measure: 0.7729, kappa: 0.5439, kb_relative_information_score: 71.4989, mean_absolute_error: 0.2273, mean_prior_absolute_error: 0.4972, number_of_instances: 132, precision: 0.7735, predictive_accuracy: 0.7727, prior_entropy: 0.996, recall: 0.7727, relative_absolute_error: 0.4571, root_mean_prior_squared_error: 0.4986, root_mean_squared_error: 0.4767, root_relative_squared_error: 0.9562, usercpu_time_millis: 0.141, usercpu_time_millis_testing: 0.035, usercpu_time_millis_training: 0.106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 529.1701, mean_prior_absolute_error: 0.0471, number_of_instances: 559, precision: 1, predictive_accuracy: 1, prior_entropy: 0.1684, recall: 1, root_mean_prior_squared_error: 0.1507, usercpu_time_millis: 105.836, usercpu_time_millis_testing: 3.35, usercpu_time_millis_training: 102.486,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9558, f_measure: 0.962, kappa: 0.9162, kb_relative_information_score: 120.2978, mean_absolute_error: 0.0379, mean_prior_absolute_error: 0.4548, number_of_instances: 132, precision: 0.962, predictive_accuracy: 0.9621, prior_entropy: 0.9347, recall: 0.9621, relative_absolute_error: 0.0833, root_mean_prior_squared_error: 0.4765, root_mean_squared_error: 0.1946, root_relative_squared_error: 0.4085, usercpu_time_millis: 5.272, usercpu_time_millis_testing: 0.867, usercpu_time_millis_training: 4.405,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8421, f_measure: 0.9883, kappa: 0.8072, kb_relative_information_score: 407.6718, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.0672, number_of_instances: 559, precision: 0.9894, predictive_accuracy: 0.9893, prior_entropy: 0.222, recall: 0.9893, relative_absolute_error: 0.1597, root_mean_prior_squared_error: 0.1812, root_mean_squared_error: 0.1036, root_relative_squared_error: 0.5717, usercpu_time_millis: 101.219, usercpu_time_millis_testing: 2.786, usercpu_time_millis_training: 98.433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.75, f_measure: 0.9751, kappa: 0.6568, kb_relative_information_score: 335.7692, mean_absolute_error: 0.0215, mean_prior_absolute_error: 0.0837, number_of_instances: 559, precision: 0.979, predictive_accuracy: 0.9785, prior_entropy: 0.2628, recall: 0.9785, relative_absolute_error: 0.2566, root_mean_prior_squared_error: 0.2027, root_mean_squared_error: 0.1465, root_relative_squared_error: 0.7228, usercpu_time_millis: 108.155, usercpu_time_millis_testing: 2.64, usercpu_time_millis_training: 105.515,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5552, f_measure: 0.8255, kappa: 0.1737, kb_relative_information_score: 191.2285, mean_absolute_error: 0.1288, mean_prior_absolute_error: 0.2462, number_of_instances: 559, precision: 0.8749, predictive_accuracy: 0.8712, prior_entropy: 0.5956, recall: 0.8712, relative_absolute_error: 0.5232, root_mean_prior_squared_error: 0.3502, root_mean_squared_error: 0.3589, root_relative_squared_error: 1.0248, usercpu_time_millis: 109.884, usercpu_time_millis_testing: 3.4, usercpu_time_millis_training: 106.484,