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Supervised Classification on pol

Supervised Classification on pol

Task 3588 Supervised Classification pol 420 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.9486, kappa: 0.8843, kb_relative_information_score: 12635.5531, mean_absolute_error: 0.0727, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9486, predictive_accuracy: 0.9487, prior_entropy: 0.921, recall: 0.9487, relative_absolute_error: 0.163, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.1973, root_relative_squared_error: 0.4177, scimark_benchmark: 1779.392, usercpu_time_millis: 655.2042, usercpu_time_millis_testing: 15.6001, usercpu_time_millis_training: 639.6041,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9749, kappa: 0.9438, kb_relative_information_score: 13894.0372, mean_absolute_error: 0.0338, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9749, predictive_accuracy: 0.9749, prior_entropy: 0.921, recall: 0.9749, relative_absolute_error: 0.0758, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.1469, root_relative_squared_error: 0.3109, scimark_benchmark: 1779.392, usercpu_time_millis: 327.6021, usercpu_time_millis_training: 327.6021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9536, f_measure: 0.9156, kappa: 0.8111, kb_relative_information_score: 11051.6807, mean_absolute_error: 0.1225, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9157, predictive_accuracy: 0.9156, prior_entropy: 0.921, recall: 0.9156, relative_absolute_error: 0.2744, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.2629, root_relative_squared_error: 0.5567, scimark_benchmark: 1732.2066, usercpu_time_millis: 514.8033, usercpu_time_millis_testing: 31.2002, usercpu_time_millis_training: 483.6031,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.92, f_measure: 0.9151, kappa: 0.8102, kb_relative_information_score: 10799.4363, mean_absolute_error: 0.1322, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9153, predictive_accuracy: 0.915, prior_entropy: 0.921, recall: 0.915, relative_absolute_error: 0.2962, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.2815, root_relative_squared_error: 0.596, scimark_benchmark: 1732.2066, usercpu_time_millis: 468.003, usercpu_time_millis_testing: 78.0005, usercpu_time_millis_training: 390.0025,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9673, f_measure: 0.9694, kappa: 0.9316, kb_relative_information_score: 13921.1938, mean_absolute_error: 0.0306, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9695, predictive_accuracy: 0.9694, prior_entropy: 0.921, recall: 0.9694, relative_absolute_error: 0.0686, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.1749, root_relative_squared_error: 0.3703,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9799, f_measure: 0.9525, kappa: 0.8935, kb_relative_information_score: 12705.538, mean_absolute_error: 0.0719, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9525, predictive_accuracy: 0.9526, prior_entropy: 0.921, recall: 0.9526, relative_absolute_error: 0.1611, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.1966, root_relative_squared_error: 0.4163, scimark_benchmark: 1838.8826, usercpu_time_millis: 639.6041, usercpu_time_millis_training: 639.6041,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, f_measure: 0.9793, kappa: 0.9537, kb_relative_information_score: 14192.2626, mean_absolute_error: 0.0239, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9793, predictive_accuracy: 0.9793, prior_entropy: 0.921, recall: 0.9793, relative_absolute_error: 0.0536, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.1375, root_relative_squared_error: 0.291, scimark_benchmark: 1838.8826, usercpu_time_millis: 780.005, usercpu_time_millis_training: 780.005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, f_measure: 0.9445, kappa: 0.8753, kb_relative_information_score: 12738.0227, mean_absolute_error: 0.0666, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9444, predictive_accuracy: 0.9446, prior_entropy: 0.921, recall: 0.9446, relative_absolute_error: 0.1493, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.2009, root_relative_squared_error: 0.4253, scimark_benchmark: 1838.8826, usercpu_time_millis: 3432.022, usercpu_time_millis_testing: 405.6026, usercpu_time_millis_training: 3026.4194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9854, kappa: 0.9671, kb_relative_information_score: 13671.0506, mean_absolute_error: 0.046, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9854, predictive_accuracy: 0.9854, prior_entropy: 0.921, recall: 0.9854, relative_absolute_error: 0.1032, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.1151, root_relative_squared_error: 0.2438, scimark_benchmark: 1838.8826, usercpu_time_millis: 7846.8503, usercpu_time_millis_testing: 468.003, usercpu_time_millis_training: 7378.8473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9575, f_measure: 0.9386, kappa: 0.8622, kb_relative_information_score: 12736.6923, mean_absolute_error: 0.0648, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9386, predictive_accuracy: 0.9388, prior_entropy: 0.921, recall: 0.9388, relative_absolute_error: 0.1451, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.2353, root_relative_squared_error: 0.4981, scimark_benchmark: 1838.8826, usercpu_time_millis: 9094.8583, usercpu_time_millis_testing: 8517.6546, usercpu_time_millis_training: 577.2037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9674, f_measure: 0.9694, kappa: 0.9316, kb_relative_information_score: 13919.5654, mean_absolute_error: 0.0307, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9695, predictive_accuracy: 0.9694, prior_entropy: 0.921, recall: 0.9694, relative_absolute_error: 0.0687, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.1749, root_relative_squared_error: 0.3703, scimark_benchmark: 1838.8826, usercpu_time_millis: 25303.3622, usercpu_time_millis_testing: 25287.7621, usercpu_time_millis_training: 15.6001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9256, f_measure: 0.7719, kappa: 0.5347, kb_relative_information_score: 6840.0248, mean_absolute_error: 0.2297, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.8255, predictive_accuracy: 0.7655, prior_entropy: 0.921, recall: 0.7655, relative_absolute_error: 0.5147, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.4305, root_relative_squared_error: 0.9113, scimark_benchmark: 1838.8826, usercpu_time_millis: 343.2022, usercpu_time_millis_testing: 31.2002, usercpu_time_millis_training: 312.002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7677, f_measure: 0.6618, kappa: 0.3628, kb_relative_information_score: 2899.6559, mean_absolute_error: 0.3433, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.7757, predictive_accuracy: 0.6572, prior_entropy: 0.921, recall: 0.6572, relative_absolute_error: 0.7692, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.5825, root_relative_squared_error: 1.2331, scimark_benchmark: 1838.8826, usercpu_time_millis: 343.2022, usercpu_time_millis_testing: 280.8018, usercpu_time_millis_training: 62.4004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5298, kb_relative_information_score: -0.121, mean_absolute_error: 0.4463, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.4408, predictive_accuracy: 0.6639, prior_entropy: 0.921, recall: 0.6639, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.4724, root_relative_squared_error: 1, scimark_benchmark: 1838.8826, usercpu_time_millis: 15.6001, usercpu_time_millis_testing: 15.6001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.92, f_measure: 0.9187, kappa: 0.8203, kb_relative_information_score: 12104.9695, mean_absolute_error: 0.0821, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9217, predictive_accuracy: 0.9179, prior_entropy: 0.921, recall: 0.9179, relative_absolute_error: 0.184, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.2866, root_relative_squared_error: 0.6067, usercpu_time_millis: 48.396, usercpu_time_millis_testing: 0.611, usercpu_time_millis_training: 47.785,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9679, f_measure: 0.9736, kappa: 0.9407, kb_relative_information_score: 14071.5668, mean_absolute_error: 0.0263, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9736, predictive_accuracy: 0.9737, prior_entropy: 0.921, recall: 0.9737, relative_absolute_error: 0.059, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.1623, root_relative_squared_error: 0.3435, usercpu_time_millis: 95.92, usercpu_time_millis_testing: 2.724, usercpu_time_millis_training: 93.196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9424, f_measure: 0.9536, kappa: 0.8954, kb_relative_information_score: 13373.742, mean_absolute_error: 0.0461, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9538, predictive_accuracy: 0.9539, prior_entropy: 0.921, recall: 0.9539, relative_absolute_error: 0.1034, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.2148, root_relative_squared_error: 0.4547, usercpu_time_millis: 2.38, usercpu_time_millis_testing: 0.193, usercpu_time_millis_training: 2.187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5298, kb_relative_information_score: 3155.4243, mean_absolute_error: 0.3361, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.4408, predictive_accuracy: 0.6639, prior_entropy: 0.921, recall: 0.6639, relative_absolute_error: 0.7531, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.5797, root_relative_squared_error: 1.2273, usercpu_time_millis: 23.496, usercpu_time_millis_testing: 0.074, usercpu_time_millis_training: 23.422,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8631, f_measure: 0.8728, kappa: 0.717, kb_relative_information_score: 10490.8089, mean_absolute_error: 0.1279, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.8742, predictive_accuracy: 0.8721, prior_entropy: 0.921, recall: 0.8721, relative_absolute_error: 0.2867, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.3577, root_relative_squared_error: 0.7572, usercpu_time_millis: 5.952, usercpu_time_millis_testing: 0.026, usercpu_time_millis_training: 5.926,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5298, kb_relative_information_score: 3155.4243, mean_absolute_error: 0.3361, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.4408, predictive_accuracy: 0.6639, prior_entropy: 0.921, recall: 0.6639, relative_absolute_error: 0.7531, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.5797, root_relative_squared_error: 1.2273, usercpu_time_millis: 6.164, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 6.133,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9812, f_measure: 0.9854, kappa: 0.9671, kb_relative_information_score: 14485.0927, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9854, predictive_accuracy: 0.9854, prior_entropy: 0.921, recall: 0.9854, relative_absolute_error: 0.0327, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.1208, root_relative_squared_error: 0.2558, usercpu_time_millis: 796.49, usercpu_time_millis_testing: 109.841, usercpu_time_millis_training: 686.649,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9312, f_measure: 0.9479, kappa: 0.882, kb_relative_information_score: 13185.7757, mean_absolute_error: 0.0515, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9493, predictive_accuracy: 0.9485, prior_entropy: 0.921, recall: 0.9485, relative_absolute_error: 0.1153, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.2269, root_relative_squared_error: 0.4803, usercpu_time_millis: 1.864, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 1.803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8767, f_measure: 0.8824, kappa: 0.7391, kb_relative_information_score: 10817.4004, mean_absolute_error: 0.1187, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.8847, predictive_accuracy: 0.8813, prior_entropy: 0.921, recall: 0.8813, relative_absolute_error: 0.2659, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.3445, root_relative_squared_error: 0.7293, usercpu_time_millis: 224.927, usercpu_time_millis_testing: 1.366, usercpu_time_millis_training: 223.561,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.9846, kappa: 0.9653, kb_relative_information_score: 14456.8977, mean_absolute_error: 0.0154, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9846, predictive_accuracy: 0.9846, prior_entropy: 0.921, recall: 0.9846, relative_absolute_error: 0.0345, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.1241, root_relative_squared_error: 0.2627, usercpu_time_millis: 172.435, usercpu_time_millis_testing: 3.751, usercpu_time_millis_training: 168.684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9148, f_measure: 0.9376, kappa: 0.8581, kb_relative_information_score: 12842.7372, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9409, predictive_accuracy: 0.9388, prior_entropy: 0.921, recall: 0.9388, relative_absolute_error: 0.1371, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.2474, root_relative_squared_error: 0.5237, usercpu_time_millis: 157.671, usercpu_time_millis_testing: 1.257, usercpu_time_millis_training: 156.414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8762, f_measure: 0.8907, kappa: 0.7547, kb_relative_information_score: 11153.3901, mean_absolute_error: 0.1091, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.8906, predictive_accuracy: 0.8909, prior_entropy: 0.921, recall: 0.8909, relative_absolute_error: 0.2446, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.3304, root_relative_squared_error: 0.6994, usercpu_time_millis: 1000.522, usercpu_time_millis_testing: 0.34, usercpu_time_millis_training: 1000.182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.9863, kappa: 0.9693, kb_relative_information_score: 14517.9868, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9863, predictive_accuracy: 0.9863, prior_entropy: 0.921, recall: 0.9863, relative_absolute_error: 0.0306, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.1169, root_relative_squared_error: 0.2475, usercpu_time_millis: 228.881, usercpu_time_millis_testing: 0.791, usercpu_time_millis_training: 228.09,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7207, f_measure: 0.6629, kappa: 0.3657, kb_relative_information_score: 2960.4093, mean_absolute_error: 0.3416, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.7783, predictive_accuracy: 0.6584, prior_entropy: 0.921, recall: 0.6584, relative_absolute_error: 0.7655, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.5845, root_relative_squared_error: 1.2373, usercpu_time_millis: 3.575, usercpu_time_millis_testing: 0.109, usercpu_time_millis_training: 3.466,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8691, f_measure: 0.881, kappa: 0.7341, kb_relative_information_score: 10793.9046, mean_absolute_error: 0.1193, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.8814, predictive_accuracy: 0.8807, prior_entropy: 0.921, recall: 0.8807, relative_absolute_error: 0.2674, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.3454, root_relative_squared_error: 0.7313, usercpu_time_millis: 6.954, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 6.899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8616, f_measure: 0.8792, kappa: 0.7284, kb_relative_information_score: 10758.6609, mean_absolute_error: 0.1203, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.879, predictive_accuracy: 0.8797, prior_entropy: 0.921, recall: 0.8797, relative_absolute_error: 0.2696, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.3469, root_relative_squared_error: 0.7344, usercpu_time_millis: 4.314, usercpu_time_millis_testing: 0.097, usercpu_time_millis_training: 4.217,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9714, f_measure: 0.973, kappa: 0.9396, kb_relative_information_score: 14045.7215, mean_absolute_error: 0.0271, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9731, predictive_accuracy: 0.9729, prior_entropy: 0.921, recall: 0.9729, relative_absolute_error: 0.0607, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.1645, root_relative_squared_error: 0.3483, usercpu_time_millis: 14.496, usercpu_time_millis_testing: 0.575, usercpu_time_millis_training: 13.921,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5044, f_measure: 0.5368, kappa: 0.0117, kb_relative_information_score: 3256.4562, mean_absolute_error: 0.3332, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.7576, predictive_accuracy: 0.6668, prior_entropy: 0.921, recall: 0.6668, relative_absolute_error: 0.7467, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.5772, root_relative_squared_error: 1.222, usercpu_time_millis: 11.993, usercpu_time_millis_testing: 0.315, usercpu_time_millis_training: 11.678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7485, f_measure: 0.7715, kappa: 0.4912, kb_relative_information_score: 6900.6527, mean_absolute_error: 0.2298, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.7732, predictive_accuracy: 0.7702, prior_entropy: 0.921, recall: 0.7702, relative_absolute_error: 0.5149, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.4794, root_relative_squared_error: 1.0148, usercpu_time_millis: 3.276, usercpu_time_millis_testing: 0.455, usercpu_time_millis_training: 2.821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8963, f_measure: 0.8993, kappa: 0.7769, kb_relative_information_score: 11418.8925, mean_absolute_error: 0.1016, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9017, predictive_accuracy: 0.8984, prior_entropy: 0.921, recall: 0.8984, relative_absolute_error: 0.2277, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.3187, root_relative_squared_error: 0.6748, usercpu_time_millis: 936.024, usercpu_time_millis_testing: 0.158, usercpu_time_millis_training: 935.866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9632, f_measure: 0.972, kappa: 0.937, kb_relative_information_score: 14019.8761, mean_absolute_error: 0.0278, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9724, predictive_accuracy: 0.9722, prior_entropy: 0.921, recall: 0.9722, relative_absolute_error: 0.0623, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.1667, root_relative_squared_error: 0.353, usercpu_time_millis: 2257.525, usercpu_time_millis_testing: 732.567, usercpu_time_millis_training: 1524.958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.5662, kappa: 0.0003, kb_relative_information_score: 848.1381, mean_absolute_error: 0.4015, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.5539, predictive_accuracy: 0.5985, prior_entropy: 0.921, recall: 0.5985, relative_absolute_error: 0.8998, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.6337, root_relative_squared_error: 1.3415, usercpu_time_millis: 3.977, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 3.918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7363, f_measure: 0.7831, kappa: 0.5028, kb_relative_information_score: 7650.1683, mean_absolute_error: 0.2085, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.787, predictive_accuracy: 0.7915, prior_entropy: 0.921, recall: 0.7915, relative_absolute_error: 0.4673, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.4567, root_relative_squared_error: 0.9667, usercpu_time_millis: 16.613, usercpu_time_millis_testing: 0.083, usercpu_time_millis_training: 16.53,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8763, f_measure: 0.8911, kappa: 0.7554, kb_relative_information_score: 11167.4876, mean_absolute_error: 0.1087, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.8909, predictive_accuracy: 0.8913, prior_entropy: 0.921, recall: 0.8913, relative_absolute_error: 0.2437, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.3297, root_relative_squared_error: 0.6981, usercpu_time_millis: 14.615, usercpu_time_millis_testing: 0.083, usercpu_time_millis_training: 14.532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.714, f_measure: 0.6561, kappa: 0.3541, kb_relative_information_score: 2725.4514, mean_absolute_error: 0.3483, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.7722, predictive_accuracy: 0.6517, prior_entropy: 0.921, recall: 0.6517, relative_absolute_error: 0.7804, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.5901, root_relative_squared_error: 1.2493, usercpu_time_millis: 14.813, usercpu_time_millis_testing: 13.471, usercpu_time_millis_training: 1.342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9048, f_measure: 0.9125, kappa: 0.8045, kb_relative_information_score: 11905.2553, mean_absolute_error: 0.0878, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9129, predictive_accuracy: 0.9122, prior_entropy: 0.921, recall: 0.9122, relative_absolute_error: 0.1967, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.2963, root_relative_squared_error: 0.6273, usercpu_time_millis: 515.445, usercpu_time_millis_testing: 0.126, usercpu_time_millis_training: 515.319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5298, kb_relative_information_score: 3155.4243, mean_absolute_error: 0.3361, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.4408, predictive_accuracy: 0.6639, prior_entropy: 0.921, recall: 0.6639, relative_absolute_error: 0.7531, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.5797, root_relative_squared_error: 1.2273, usercpu_time_millis: 349.38, usercpu_time_millis_testing: 26.617, usercpu_time_millis_training: 322.763,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8741, f_measure: 0.889, kappa: 0.7508, kb_relative_information_score: 11094.6507, mean_absolute_error: 0.1108, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.8888, predictive_accuracy: 0.8892, prior_entropy: 0.921, recall: 0.8892, relative_absolute_error: 0.2483, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.3329, root_relative_squared_error: 0.7047, usercpu_time_millis: 57.835, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 57.805,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8762, f_measure: 0.8909, kappa: 0.7551, kb_relative_information_score: 11162.7884, mean_absolute_error: 0.1089, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.8908, predictive_accuracy: 0.8911, prior_entropy: 0.921, recall: 0.8911, relative_absolute_error: 0.244, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.3299, root_relative_squared_error: 0.6985, usercpu_time_millis: 5.342, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 5.29,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.874, f_measure: 0.889, kappa: 0.7508, kb_relative_information_score: 11094.6507, mean_absolute_error: 0.1108, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.8888, predictive_accuracy: 0.8892, prior_entropy: 0.921, recall: 0.8892, relative_absolute_error: 0.2483, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.3329, root_relative_squared_error: 0.7047, usercpu_time_millis: 0.837, usercpu_time_millis_testing: 0.025, usercpu_time_millis_training: 0.812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8737, f_measure: 0.8888, kappa: 0.7503, kb_relative_information_score: 11087.6019, mean_absolute_error: 0.111, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.8886, predictive_accuracy: 0.889, prior_entropy: 0.921, recall: 0.889, relative_absolute_error: 0.2487, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.3332, root_relative_squared_error: 0.7053, usercpu_time_millis: 1, usercpu_time_millis_testing: 0.016, usercpu_time_millis_training: 0.984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9701, f_measure: 0.9753, kappa: 0.9445, kb_relative_information_score: 14130.3063, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9753, predictive_accuracy: 0.9753, prior_entropy: 0.921, recall: 0.9753, relative_absolute_error: 0.0553, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.1571, root_relative_squared_error: 0.3325, usercpu_time_millis: 43.739, usercpu_time_millis_testing: 2.837, usercpu_time_millis_training: 40.902,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.864, f_measure: 0.8733, kappa: 0.7181, kb_relative_information_score: 10504.9064, mean_absolute_error: 0.1275, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.8747, predictive_accuracy: 0.8725, prior_entropy: 0.921, recall: 0.8725, relative_absolute_error: 0.2858, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.3571, root_relative_squared_error: 0.756, usercpu_time_millis: 3.409, usercpu_time_millis_testing: 0.092, usercpu_time_millis_training: 3.317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9646, f_measure: 0.9657, kappa: 0.9234, kb_relative_information_score: 13787.2678, mean_absolute_error: 0.0344, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.966, predictive_accuracy: 0.9656, prior_entropy: 0.921, recall: 0.9656, relative_absolute_error: 0.0771, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.1855, root_relative_squared_error: 0.3926, usercpu_time_millis: 9.234, usercpu_time_millis_testing: 9.151, usercpu_time_millis_training: 0.083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9673, f_measure: 0.9694, kappa: 0.9316, kb_relative_information_score: 13921.1938, mean_absolute_error: 0.0306, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9695, predictive_accuracy: 0.9694, prior_entropy: 0.921, recall: 0.9694, relative_absolute_error: 0.0686, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.1749, root_relative_squared_error: 0.3703, usercpu_time_millis: 209.893, usercpu_time_millis_testing: 21.754, usercpu_time_millis_training: 188.139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8639, f_measure: 0.8732, kappa: 0.718, kb_relative_information_score: 10502.5568, mean_absolute_error: 0.1276, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.8747, predictive_accuracy: 0.8724, prior_entropy: 0.921, recall: 0.8724, relative_absolute_error: 0.2859, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.3572, root_relative_squared_error: 0.7562, usercpu_time_millis: 146.792, usercpu_time_millis_testing: 15.982, usercpu_time_millis_training: 130.81,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9662, f_measure: 0.9705, kappa: 0.9339, kb_relative_information_score: 13961.1366, mean_absolute_error: 0.0295, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9705, predictive_accuracy: 0.9705, prior_entropy: 0.921, recall: 0.9705, relative_absolute_error: 0.066, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.1717, root_relative_squared_error: 0.3634, usercpu_time_millis: 78.982, usercpu_time_millis_testing: 0.57, usercpu_time_millis_training: 78.412,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.868, f_measure: 0.8857, kappa: 0.7428, kb_relative_information_score: 10991.2692, mean_absolute_error: 0.1137, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.8855, predictive_accuracy: 0.8863, prior_entropy: 0.921, recall: 0.8863, relative_absolute_error: 0.2549, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.3372, root_relative_squared_error: 0.714, usercpu_time_millis: 22.872, usercpu_time_millis_testing: 0.659, usercpu_time_millis_training: 22.213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9768, f_measure: 0.9793, kappa: 0.9537, kb_relative_information_score: 14271.281, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9793, predictive_accuracy: 0.9793, prior_entropy: 0.921, recall: 0.9793, relative_absolute_error: 0.0463, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.1438, root_relative_squared_error: 0.3043, usercpu_time_millis: 15.63, usercpu_time_millis_testing: 0.93, usercpu_time_millis_training: 14.7,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8469, f_measure: 0.866, kappa: 0.6988, kb_relative_information_score: 10295.7939, mean_absolute_error: 0.1335, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.8657, predictive_accuracy: 0.8665, prior_entropy: 0.921, recall: 0.8665, relative_absolute_error: 0.2991, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.3653, root_relative_squared_error: 0.7734, usercpu_time_millis: 13.47, usercpu_time_millis_testing: 0.09, usercpu_time_millis_training: 13.38,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9887, kappa: 0.9747, kb_relative_information_score: 14602.5716, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9887, predictive_accuracy: 0.9887, prior_entropy: 0.921, recall: 0.9887, relative_absolute_error: 0.0252, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.1061, root_relative_squared_error: 0.2247, usercpu_time_millis: 829.655, usercpu_time_millis_testing: 7.276, usercpu_time_millis_training: 822.379,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5298, kb_relative_information_score: 3155.4243, mean_absolute_error: 0.3361, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.4408, predictive_accuracy: 0.6639, prior_entropy: 0.921, recall: 0.6639, relative_absolute_error: 0.7531, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.5797, root_relative_squared_error: 1.2273, usercpu_time_millis: 10.387, usercpu_time_millis_testing: 0.068, usercpu_time_millis_training: 10.319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5298, kb_relative_information_score: 3155.4243, mean_absolute_error: 0.3361, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.4408, predictive_accuracy: 0.6639, prior_entropy: 0.921, recall: 0.6639, relative_absolute_error: 0.7531, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.5797, root_relative_squared_error: 1.2273, usercpu_time_millis: 5.628, usercpu_time_millis_testing: 0.036, usercpu_time_millis_training: 5.592,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9661, f_measure: 0.9699, kappa: 0.9326, kb_relative_information_score: 13939.9904, mean_absolute_error: 0.0301, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9699, predictive_accuracy: 0.9699, prior_entropy: 0.921, recall: 0.9699, relative_absolute_error: 0.0674, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.1734, root_relative_squared_error: 0.3671, usercpu_time_millis: 9.448, usercpu_time_millis_testing: 0.222, usercpu_time_millis_training: 9.226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9789, f_measure: 0.9828, kappa: 0.9615, kb_relative_information_score: 14395.8087, mean_absolute_error: 0.0171, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9829, predictive_accuracy: 0.9829, prior_entropy: 0.921, recall: 0.9829, relative_absolute_error: 0.0384, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.1309, root_relative_squared_error: 0.2771, usercpu_time_millis: 342.225, usercpu_time_millis_testing: 1.775, usercpu_time_millis_training: 340.45,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8762, f_measure: 0.8909, kappa: 0.7551, kb_relative_information_score: 11162.7884, mean_absolute_error: 0.1089, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.8908, predictive_accuracy: 0.8911, prior_entropy: 0.921, recall: 0.8911, relative_absolute_error: 0.244, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.3299, root_relative_squared_error: 0.6985, usercpu_time_millis: 5.965, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 5.905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9819, f_measure: 0.9845, kappa: 0.9653, kb_relative_information_score: 14454.5482, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9845, predictive_accuracy: 0.9845, prior_entropy: 0.921, recall: 0.9845, relative_absolute_error: 0.0347, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.1244, root_relative_squared_error: 0.2633, usercpu_time_millis: 250.457, usercpu_time_millis_testing: 2.967, usercpu_time_millis_training: 247.49,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9188, f_measure: 0.9163, kappa: 0.8152, kb_relative_information_score: 12013.3359, mean_absolute_error: 0.0847, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.92, predictive_accuracy: 0.9153, prior_entropy: 0.921, recall: 0.9153, relative_absolute_error: 0.1899, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.2911, root_relative_squared_error: 0.6162, usercpu_time_millis: 56.375, usercpu_time_millis_testing: 0.625, usercpu_time_millis_training: 55.75,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8706, f_measure: 0.9075, kappa: 0.7881, kb_relative_information_score: 11865.3125, mean_absolute_error: 0.0889, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.919, predictive_accuracy: 0.9111, prior_entropy: 0.921, recall: 0.9111, relative_absolute_error: 0.1993, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.2982, root_relative_squared_error: 0.6313, usercpu_time_millis: 76.634, usercpu_time_millis_testing: 0.43, usercpu_time_millis_training: 76.204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8737, f_measure: 0.8888, kappa: 0.7503, kb_relative_information_score: 11087.6019, mean_absolute_error: 0.111, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.8886, predictive_accuracy: 0.889, prior_entropy: 0.921, recall: 0.889, relative_absolute_error: 0.2487, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.3332, root_relative_squared_error: 0.7053, usercpu_time_millis: 0.624, usercpu_time_millis_testing: 0.015, usercpu_time_millis_training: 0.609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9662, f_measure: 0.9705, kappa: 0.9339, kb_relative_information_score: 13961.1366, mean_absolute_error: 0.0295, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9705, predictive_accuracy: 0.9705, prior_entropy: 0.921, recall: 0.9705, relative_absolute_error: 0.066, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.1717, root_relative_squared_error: 0.3634, usercpu_time_millis: 78.57, usercpu_time_millis_testing: 0.453, usercpu_time_millis_training: 78.117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9768, f_measure: 0.9793, kappa: 0.9537, kb_relative_information_score: 14271.281, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9793, predictive_accuracy: 0.9793, prior_entropy: 0.921, recall: 0.9793, relative_absolute_error: 0.0463, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.1438, root_relative_squared_error: 0.3043, usercpu_time_millis: 7.816, usercpu_time_millis_testing: 0.671, usercpu_time_millis_training: 7.145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9673, f_measure: 0.9694, kappa: 0.9316, kb_relative_information_score: 13921.1938, mean_absolute_error: 0.0306, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9695, predictive_accuracy: 0.9694, prior_entropy: 0.921, recall: 0.9694, relative_absolute_error: 0.0686, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.1749, root_relative_squared_error: 0.3703, usercpu_time_millis: 140.484, usercpu_time_millis_testing: 15.794, usercpu_time_millis_training: 124.69,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.9588, kappa: 0.9076, kb_relative_information_score: 13161.8056, mean_absolute_error: 0.0566, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9588, predictive_accuracy: 0.9589, prior_entropy: 0.921, recall: 0.9589, relative_absolute_error: 0.1267, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.1844, root_relative_squared_error: 0.3904, scimark_benchmark: 906.0979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.982, f_measure: 0.941, kappa: 0.8663, kb_relative_information_score: 10699.4124, mean_absolute_error: 0.1401, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9429, predictive_accuracy: 0.9419, prior_entropy: 0.921, recall: 0.9419, relative_absolute_error: 0.314, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.223, root_relative_squared_error: 0.4721, scimark_benchmark: 972.587, usercpu_time_millis: 6750, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 6740,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9771, f_measure: 0.9376, kappa: 0.8584, kb_relative_information_score: 11676.5268, mean_absolute_error: 0.1081, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9404, predictive_accuracy: 0.9387, prior_entropy: 0.921, recall: 0.9387, relative_absolute_error: 0.2423, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.2113, root_relative_squared_error: 0.4474, scimark_benchmark: 851.2074, usercpu_time_millis: 10100, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10090,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8213, f_measure: 0.8715, kappa: 0.704, kb_relative_information_score: 10751.6122, mean_absolute_error: 0.1205, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.8972, predictive_accuracy: 0.8795, prior_entropy: 0.921, recall: 0.8795, relative_absolute_error: 0.2701, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.3472, root_relative_squared_error: 0.735, scimark_benchmark: 904.6764, usercpu_time_millis: 279620, usercpu_time_millis_testing: 56550, usercpu_time_millis_training: 223070,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8213, f_measure: 0.8715, kappa: 0.704, kb_relative_information_score: 10751.6122, mean_absolute_error: 0.1205, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.8972, predictive_accuracy: 0.8795, prior_entropy: 0.921, recall: 0.8795, relative_absolute_error: 0.2701, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.3472, root_relative_squared_error: 0.735, scimark_benchmark: 941.6675, usercpu_time_millis: 290360, usercpu_time_millis_testing: 44990, usercpu_time_millis_training: 245370,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.941, kappa: 0.8682, kb_relative_information_score: 11975.7674, mean_absolute_error: 0.0951, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9413, predictive_accuracy: 0.9409, prior_entropy: 0.921, recall: 0.9409, relative_absolute_error: 0.2132, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.2089, root_relative_squared_error: 0.4423, scimark_benchmark: 941.6675, usercpu_time_millis: 940, usercpu_time_millis_testing: 560, usercpu_time_millis_training: 380,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9804, kappa: 0.9559, kb_relative_information_score: 13970.1115, mean_absolute_error: 0.0326, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9804, predictive_accuracy: 0.9804, prior_entropy: 0.921, recall: 0.9804, relative_absolute_error: 0.0731, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.1186, root_relative_squared_error: 0.2511, scimark_benchmark: 941.6675, usercpu_time_millis: 5860, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 5830,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.941, kappa: 0.8682, kb_relative_information_score: 11975.7674, mean_absolute_error: 0.0951, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9413, predictive_accuracy: 0.9409, prior_entropy: 0.921, recall: 0.9409, relative_absolute_error: 0.2132, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.2089, root_relative_squared_error: 0.4423, scimark_benchmark: 905.2959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.9683, kappa: 0.9291, kb_relative_information_score: 13370.9311, mean_absolute_error: 0.0516, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9683, predictive_accuracy: 0.9683, prior_entropy: 0.921, recall: 0.9683, relative_absolute_error: 0.1156, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.1616, root_relative_squared_error: 0.3422, scimark_benchmark: 931.771, usercpu_time_millis: 34730, usercpu_time_millis_testing: 170, usercpu_time_millis_training: 34560,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8213, f_measure: 0.8715, kappa: 0.704, kb_relative_information_score: 10751.6122, mean_absolute_error: 0.1205, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.8972, predictive_accuracy: 0.8795, prior_entropy: 0.921, recall: 0.8795, relative_absolute_error: 0.2701, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.3472, root_relative_squared_error: 0.735, scimark_benchmark: 941.3847, usercpu_time_millis: 278750, usercpu_time_millis_testing: 35680, usercpu_time_millis_training: 243070,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.941, kappa: 0.8682, kb_relative_information_score: 11975.7674, mean_absolute_error: 0.0951, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9413, predictive_accuracy: 0.9409, prior_entropy: 0.921, recall: 0.9409, relative_absolute_error: 0.2132, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.2089, root_relative_squared_error: 0.4423, scimark_benchmark: 941.3847, usercpu_time_millis: 780, usercpu_time_millis_testing: 460, usercpu_time_millis_training: 320,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.9683, kappa: 0.9291, kb_relative_information_score: 13370.9311, mean_absolute_error: 0.0516, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9683, predictive_accuracy: 0.9683, prior_entropy: 0.921, recall: 0.9683, relative_absolute_error: 0.1156, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.1616, root_relative_squared_error: 0.3422, scimark_benchmark: 939.8002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9854, kappa: 0.9671, kb_relative_information_score: 13671.0506, mean_absolute_error: 0.046, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9854, predictive_accuracy: 0.9854, prior_entropy: 0.921, recall: 0.9854, relative_absolute_error: 0.1032, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.1151, root_relative_squared_error: 0.2438, scimark_benchmark: 947.1781, usercpu_time_millis: 12120, usercpu_time_millis_testing: 750, usercpu_time_millis_training: 11370,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.9588, kappa: 0.9076, kb_relative_information_score: 13161.8056, mean_absolute_error: 0.0566, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9588, predictive_accuracy: 0.9589, prior_entropy: 0.921, recall: 0.9589, relative_absolute_error: 0.1267, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.1844, root_relative_squared_error: 0.3904, scimark_benchmark: 819.5729, usercpu_time_millis: 1110, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 1060,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.982, f_measure: 0.941, kappa: 0.8663, kb_relative_information_score: 10699.4124, mean_absolute_error: 0.1401, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9429, predictive_accuracy: 0.9419, prior_entropy: 0.921, recall: 0.9419, relative_absolute_error: 0.314, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.223, root_relative_squared_error: 0.4721, scimark_benchmark: 901.6243, usercpu_time_millis: 5220, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 5200,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9771, f_measure: 0.9376, kappa: 0.8584, kb_relative_information_score: 11676.5268, mean_absolute_error: 0.1081, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9404, predictive_accuracy: 0.9387, prior_entropy: 0.921, recall: 0.9387, relative_absolute_error: 0.2423, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.2113, root_relative_squared_error: 0.4474, scimark_benchmark: 944.0133, usercpu_time_millis: 10100, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10090,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8213, f_measure: 0.8715, kappa: 0.704, kb_relative_information_score: 10751.6122, mean_absolute_error: 0.1205, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.8972, predictive_accuracy: 0.8795, prior_entropy: 0.921, recall: 0.8795, relative_absolute_error: 0.2701, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.3472, root_relative_squared_error: 0.735, scimark_benchmark: 934.5964, usercpu_time_millis: 304190, usercpu_time_millis_testing: 48650, usercpu_time_millis_training: 255540,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9778, f_measure: 0.9284, kappa: 0.8395, kb_relative_information_score: 11592.4791, mean_absolute_error: 0.1049, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9284, predictive_accuracy: 0.9285, prior_entropy: 0.921, recall: 0.9285, relative_absolute_error: 0.235, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.2368, root_relative_squared_error: 0.5014, scimark_benchmark: 930.404, usercpu_time_millis: 560, usercpu_time_millis_testing: 120, usercpu_time_millis_training: 440,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.941, kappa: 0.8682, kb_relative_information_score: 11975.7674, mean_absolute_error: 0.0951, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9413, predictive_accuracy: 0.9409, prior_entropy: 0.921, recall: 0.9409, relative_absolute_error: 0.2132, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.2089, root_relative_squared_error: 0.4423, scimark_benchmark: 930.404, usercpu_time_millis: 1030, usercpu_time_millis_testing: 570, usercpu_time_millis_training: 460,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.941, kappa: 0.8682, kb_relative_information_score: 11975.7674, mean_absolute_error: 0.0951, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9413, predictive_accuracy: 0.9409, prior_entropy: 0.921, recall: 0.9409, relative_absolute_error: 0.2132, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.2089, root_relative_squared_error: 0.4423, scimark_benchmark: 930.404, usercpu_time_millis: 910, usercpu_time_millis_testing: 550, usercpu_time_millis_training: 360,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.941, kappa: 0.8682, kb_relative_information_score: 11975.7674, mean_absolute_error: 0.0951, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9413, predictive_accuracy: 0.9409, prior_entropy: 0.921, recall: 0.9409, relative_absolute_error: 0.2132, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.2089, root_relative_squared_error: 0.4423, scimark_benchmark: 903.2737, usercpu_time_millis: 1100, usercpu_time_millis_testing: 610, usercpu_time_millis_training: 490,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9804, kappa: 0.9559, kb_relative_information_score: 13970.1115, mean_absolute_error: 0.0326, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9804, predictive_accuracy: 0.9804, prior_entropy: 0.921, recall: 0.9804, relative_absolute_error: 0.0731, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.1186, root_relative_squared_error: 0.2511, scimark_benchmark: 903.2737, usercpu_time_millis: 5890, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 5850,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.941, kappa: 0.8682, kb_relative_information_score: 11975.7674, mean_absolute_error: 0.0951, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9413, predictive_accuracy: 0.9409, prior_entropy: 0.921, recall: 0.9409, relative_absolute_error: 0.2132, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.2089, root_relative_squared_error: 0.4423, scimark_benchmark: 944.0133, usercpu_time_millis: 950, usercpu_time_millis_testing: 560, usercpu_time_millis_training: 390,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.9683, kappa: 0.9291, kb_relative_information_score: 13370.9311, mean_absolute_error: 0.0516, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9683, predictive_accuracy: 0.9683, prior_entropy: 0.921, recall: 0.9683, relative_absolute_error: 0.1156, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.1616, root_relative_squared_error: 0.3422, scimark_benchmark: 941.3057, usercpu_time_millis: 38040, usercpu_time_millis_testing: 150, usercpu_time_millis_training: 37890,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9854, kappa: 0.9671, kb_relative_information_score: 13671.0506, mean_absolute_error: 0.046, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9854, predictive_accuracy: 0.9854, prior_entropy: 0.921, recall: 0.9854, relative_absolute_error: 0.1032, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.1151, root_relative_squared_error: 0.2438, scimark_benchmark: 1051.249, usercpu_time_millis: 34160, usercpu_time_millis_testing: 2420, usercpu_time_millis_training: 31740,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9879, kappa: 0.9729, kb_relative_information_score: 13992.9019, mean_absolute_error: 0.0345, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9879, predictive_accuracy: 0.9879, prior_entropy: 0.921, recall: 0.9879, relative_absolute_error: 0.0772, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.1021, root_relative_squared_error: 0.2162, scimark_benchmark: 936.3373, usercpu_time_millis: 303940, usercpu_time_millis_testing: 88370, usercpu_time_millis_training: 215570,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9873, kappa: 0.9715, kb_relative_information_score: 13989.6818, mean_absolute_error: 0.0345, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9873, predictive_accuracy: 0.9873, prior_entropy: 0.921, recall: 0.9873, relative_absolute_error: 0.0773, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.1028, root_relative_squared_error: 0.2176, scimark_benchmark: 938.988, usercpu_time_millis: 151860, usercpu_time_millis_testing: 33490, usercpu_time_millis_training: 118370,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9874, kappa: 0.9717, kb_relative_information_score: 13998.6301, mean_absolute_error: 0.034, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9874, predictive_accuracy: 0.9874, prior_entropy: 0.921, recall: 0.9874, relative_absolute_error: 0.0761, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.1037, root_relative_squared_error: 0.2196, scimark_benchmark: 906.8974, usercpu_time_millis: 79090, usercpu_time_millis_testing: 10070, usercpu_time_millis_training: 69020,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9873, kappa: 0.9714, kb_relative_information_score: 13963.815, mean_absolute_error: 0.0349, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9873, predictive_accuracy: 0.9873, prior_entropy: 0.921, recall: 0.9873, relative_absolute_error: 0.0781, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.1069, root_relative_squared_error: 0.2263, scimark_benchmark: 924.2305, usercpu_time_millis: 37090, usercpu_time_millis_testing: 4020, usercpu_time_millis_training: 33070,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.984, kappa: 0.964, kb_relative_information_score: 13930.5909, mean_absolute_error: 0.0354, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.984, predictive_accuracy: 0.984, prior_entropy: 0.921, recall: 0.984, relative_absolute_error: 0.0793, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.1124, root_relative_squared_error: 0.2379, scimark_benchmark: 936.1714, usercpu_time_millis: 18210, usercpu_time_millis_testing: 2000, usercpu_time_millis_training: 16210,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.94, kappa: 0.8659, kb_relative_information_score: 12325.9236, mean_absolute_error: 0.081, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9403, predictive_accuracy: 0.9398, prior_entropy: 0.921, recall: 0.9398, relative_absolute_error: 0.1816, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.2114, root_relative_squared_error: 0.4476, scimark_benchmark: 929.0296, usercpu_time_millis: 2670, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 2630,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.94, kappa: 0.8659, kb_relative_information_score: 12325.9236, mean_absolute_error: 0.081, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9403, predictive_accuracy: 0.9398, prior_entropy: 0.921, recall: 0.9398, relative_absolute_error: 0.1816, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.2114, root_relative_squared_error: 0.4476, scimark_benchmark: 926.5859, usercpu_time_millis: 2630, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 2600,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.94, kappa: 0.8659, kb_relative_information_score: 12325.9236, mean_absolute_error: 0.081, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9403, predictive_accuracy: 0.9398, prior_entropy: 0.921, recall: 0.9398, relative_absolute_error: 0.1816, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.2114, root_relative_squared_error: 0.4476, scimark_benchmark: 894.7131, usercpu_time_millis: 2120, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 2100,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

Using your favorite machine learning environment

Download this task directly in your environment and automatically upload your results

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From your own software

Use one of our APIs to download data from OpenML and upload your results

OpenML APIs