OpenML
Does Feature Selection Improve Classification?

Does Feature Selection Improve Classification?

Created 21-02-2019 by Jan van Rijn Visibility: public
Search these runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9203, f_measure: 0.9509, kappa: 0.8096, kb_relative_information_score: 298.7666, mean_absolute_error: 0.0571, mean_prior_absolute_error: 0.2571, number_of_instances: 405, precision: 0.9514, predictive_accuracy: 0.9506, prior_entropy: 0.6157, recall: 0.9506, relative_absolute_error: 0.2222, root_mean_prior_squared_error: 0.3577, root_mean_squared_error: 0.2153, root_relative_squared_error: 0.6019, scimark_benchmark: 1045.758, usercpu_time_millis: 10143600, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10143590,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8669, f_measure: 0.8634, kappa: 0.7115, kb_relative_information_score: 211.4551, mean_absolute_error: 0.1676, mean_prior_absolute_error: 0.4738, number_of_instances: 322, precision: 0.8634, predictive_accuracy: 0.8634, prior_entropy: 0.962, recall: 0.8634, relative_absolute_error: 0.3537, root_mean_prior_squared_error: 0.4866, root_mean_squared_error: 0.3507, root_relative_squared_error: 0.7206, scimark_benchmark: 1003.6137, usercpu_time_millis: 5592130, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 5592120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.852, f_measure: 0.9285, kappa: 0.6819, kb_relative_information_score: 847.33, mean_absolute_error: 0.0872, mean_prior_absolute_error: 0.2238, number_of_instances: 1545, precision: 0.929, predictive_accuracy: 0.9282, prior_entropy: 0.5537, recall: 0.9282, relative_absolute_error: 0.3895, root_mean_prior_squared_error: 0.3343, root_mean_squared_error: 0.247, root_relative_squared_error: 0.739, scimark_benchmark: 1016.2193, usercpu_time_millis: 2543020, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 2542980,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7293, f_measure: 0.7918, kappa: 0.4741, kb_relative_information_score: 104.5948, mean_absolute_error: 0.2439, mean_prior_absolute_error: 0.4039, number_of_instances: 275, precision: 0.7897, predictive_accuracy: 0.7964, prior_entropy: 0.8576, recall: 0.7964, relative_absolute_error: 0.6039, root_mean_prior_squared_error: 0.449, root_mean_squared_error: 0.4107, root_relative_squared_error: 0.9147, scimark_benchmark: 1122.4481, usercpu_time_millis: 2573800, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 2573790,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9429, f_measure: 0.938, kappa: 0.8718, kb_relative_information_score: 409.9725, mean_absolute_error: 0.077, mean_prior_absolute_error: 0.4835, number_of_instances: 484, precision: 0.938, predictive_accuracy: 0.938, prior_entropy: 0.9762, recall: 0.938, relative_absolute_error: 0.1592, root_mean_prior_squared_error: 0.4917, root_mean_squared_error: 0.2401, root_relative_squared_error: 0.4884, scimark_benchmark: 1166.2315, usercpu_time_millis: 3033740, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 3033730,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7924, f_measure: 0.9267, kappa: 0.5206, kb_relative_information_score: 397.3488, mean_absolute_error: 0.0861, mean_prior_absolute_error: 0.1481, number_of_instances: 1545, precision: 0.9297, predictive_accuracy: 0.9243, prior_entropy: 0.405, recall: 0.9243, relative_absolute_error: 0.5813, root_mean_prior_squared_error: 0.2717, root_mean_squared_error: 0.2443, root_relative_squared_error: 0.8991, scimark_benchmark: 992.3837, usercpu_time_millis: 6729250, usercpu_time_millis_testing: 140, usercpu_time_millis_training: 6729110,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.946, f_measure: 0.952, kappa: 0.9021, kb_relative_information_score: 534.5693, mean_absolute_error: 0.0588, mean_prior_absolute_error: 0.4904, number_of_instances: 604, precision: 0.952, predictive_accuracy: 0.952, prior_entropy: 0.9861, recall: 0.952, relative_absolute_error: 0.1198, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.2166, root_relative_squared_error: 0.4374, scimark_benchmark: 974.8835, usercpu_time_millis: 1437710, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 1437690,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6411, f_measure: 0.9505, kappa: 0.3338, kb_relative_information_score: 38.6094, mean_absolute_error: 0.0527, mean_prior_absolute_error: 0.0764, number_of_instances: 1545, precision: 0.9495, predictive_accuracy: 0.9515, prior_entropy: 0.2426, recall: 0.9515, relative_absolute_error: 0.6898, root_mean_prior_squared_error: 0.1947, root_mean_squared_error: 0.2024, root_relative_squared_error: 1.0393, scimark_benchmark: 865.5956, usercpu_time_millis: 6131840, usercpu_time_millis_testing: 90, usercpu_time_millis_training: 6131750,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4969, f_measure: 0.5474, kb_relative_information_score: -1.497, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4565, number_of_instances: 60, precision: 0.545, predictive_accuracy: 0.55, prior_entropy: 0.9383, recall: 0.55, relative_absolute_error: 0.9872, root_mean_prior_squared_error: 0.477, root_mean_squared_error: 0.6642, root_relative_squared_error: 1.3925, scimark_benchmark: 1040.2635, usercpu_time_millis: 161660, usercpu_time_millis_training: 161660,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9193, f_measure: 0.9319, kappa: 0.7987, kb_relative_information_score: 269.0979, mean_absolute_error: 0.078, mean_prior_absolute_error: 0.3352, number_of_instances: 363, precision: 0.9332, predictive_accuracy: 0.9311, prior_entropy: 0.7485, recall: 0.9311, relative_absolute_error: 0.2326, root_mean_prior_squared_error: 0.4088, root_mean_squared_error: 0.2498, root_relative_squared_error: 0.6111, scimark_benchmark: 1101.6132, usercpu_time_millis: 4191140, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 4191130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9231, f_measure: 0.9101, kappa: 0.8107, kb_relative_information_score: 252.7962, mean_absolute_error: 0.103, mean_prior_absolute_error: 0.4738, number_of_instances: 322, precision: 0.9105, predictive_accuracy: 0.9099, prior_entropy: 0.962, recall: 0.9099, relative_absolute_error: 0.2174, root_mean_prior_squared_error: 0.4866, root_mean_squared_error: 0.287, root_relative_squared_error: 0.5899, scimark_benchmark: 1090.0262, usercpu_time_millis: 4914840, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 4914800,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9124, f_measure: 0.9523, kappa: 0.8394, kb_relative_information_score: 330.2126, mean_absolute_error: 0.0581, mean_prior_absolute_error: 0.2998, number_of_instances: 421, precision: 0.9521, predictive_accuracy: 0.9525, prior_entropy: 0.6896, recall: 0.9525, relative_absolute_error: 0.1937, root_mean_prior_squared_error: 0.3866, root_mean_squared_error: 0.2158, root_relative_squared_error: 0.5581, scimark_benchmark: 1240.403, usercpu_time_millis: 3966400, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 3966380,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, f_measure: 0.9509, kappa: 0.8582, kb_relative_information_score: 1243.5873, mean_absolute_error: 0.0657, mean_prior_absolute_error: 0.3464, number_of_instances: 1545, precision: 0.9509, predictive_accuracy: 0.9508, prior_entropy: 0.7656, recall: 0.9508, relative_absolute_error: 0.1896, root_mean_prior_squared_error: 0.416, root_mean_squared_error: 0.2138, root_relative_squared_error: 0.5139, scimark_benchmark: 1247.7166, usercpu_time_millis: 3373460, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 3373430,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9635, f_measure: 0.9859, kappa: 0.9548, kb_relative_information_score: 329.5806, mean_absolute_error: 0.021, mean_prior_absolute_error: 0.3142, number_of_instances: 355, precision: 0.9859, predictive_accuracy: 0.9859, prior_entropy: 0.714, recall: 0.9859, relative_absolute_error: 0.0669, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.1187, root_relative_squared_error: 0.2999, scimark_benchmark: 1308.6142, usercpu_time_millis: 108070, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 108050,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9309, f_measure: 0.9396, kappa: 0.8271, kb_relative_information_score: 1220.5497, mean_absolute_error: 0.0654, mean_prior_absolute_error: 0.3464, number_of_instances: 1545, precision: 0.9404, predictive_accuracy: 0.9392, prior_entropy: 0.7656, recall: 0.9392, relative_absolute_error: 0.1888, root_mean_prior_squared_error: 0.416, root_mean_squared_error: 0.2315, root_relative_squared_error: 0.5564, scimark_benchmark: 959.123, usercpu_time_millis: 79240, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 79180,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7567, f_measure: 0.8485, kappa: 0.343, kb_relative_information_score: 2.0625, mean_absolute_error: 0.1943, mean_prior_absolute_error: 0.2238, number_of_instances: 1545, precision: 0.8537, predictive_accuracy: 0.844, prior_entropy: 0.5537, recall: 0.844, relative_absolute_error: 0.868, root_mean_prior_squared_error: 0.3343, root_mean_squared_error: 0.3864, root_relative_squared_error: 1.156, scimark_benchmark: 1007.9685, usercpu_time_millis: 30000, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 29940,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9769, f_measure: 0.9793, kappa: 0.9414, kb_relative_information_score: 311.3648, mean_absolute_error: 0.0239, mean_prior_absolute_error: 0.3534, number_of_instances: 337, precision: 0.9793, predictive_accuracy: 0.9792, prior_entropy: 0.7782, recall: 0.9792, relative_absolute_error: 0.0677, root_mean_prior_squared_error: 0.4199, root_mean_squared_error: 0.1437, root_relative_squared_error: 0.3422, scimark_benchmark: 863.9642, usercpu_time_millis: 9420, usercpu_time_millis_testing: 9420,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 191.0619, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9418, recall: 1, relative_absolute_error: 0.0124, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.0057, root_relative_squared_error: 0.0119, scimark_benchmark: 1038.8443, usercpu_time_millis: 3030, usercpu_time_millis_testing: 3020, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9521, f_measure: 0.9319, kappa: 0.6836, kb_relative_information_score: 937.8577, mean_absolute_error: 0.0704, mean_prior_absolute_error: 0.2238, number_of_instances: 1545, precision: 0.9312, predictive_accuracy: 0.9346, prior_entropy: 0.5537, recall: 0.9346, relative_absolute_error: 0.3143, root_mean_prior_squared_error: 0.3343, root_mean_squared_error: 0.2351, root_relative_squared_error: 0.7034, scimark_benchmark: 650.7499, usercpu_time_millis: 2501010, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 2500970,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9564, f_measure: 0.9224, kappa: 0.8363, kb_relative_information_score: 267.4246, mean_absolute_error: 0.079, mean_prior_absolute_error: 0.4738, number_of_instances: 322, precision: 0.9225, predictive_accuracy: 0.9224, prior_entropy: 0.962, recall: 0.9224, relative_absolute_error: 0.1668, root_mean_prior_squared_error: 0.4866, root_mean_squared_error: 0.2633, root_relative_squared_error: 0.541, scimark_benchmark: 830.1376, usercpu_time_millis: 5950140, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 5950120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4939, f_measure: 0.532, kb_relative_information_score: -5.9683, mean_absolute_error: 0.4462, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.4431, predictive_accuracy: 0.6656, prior_entropy: 0.9204, recall: 0.6656, relative_absolute_error: 1.0017, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4803, root_relative_squared_error: 1.018, scimark_benchmark: 1083.1313, usercpu_time_millis: 40, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9523, f_measure: 0.9361, kappa: 0.8552, kb_relative_information_score: 157.1504, mean_absolute_error: 0.0658, mean_prior_absolute_error: 0.4402, number_of_instances: 187, precision: 0.9366, predictive_accuracy: 0.9358, prior_entropy: 0.9129, recall: 0.9358, relative_absolute_error: 0.1495, root_mean_prior_squared_error: 0.4688, root_mean_squared_error: 0.2507, root_relative_squared_error: 0.5348, scimark_benchmark: 1009.6841, usercpu_time_millis: 4582600, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 4582590,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.98, f_measure: 0.9718, kappa: 0.9426, kb_relative_information_score: 568.2172, mean_absolute_error: 0.0289, mean_prior_absolute_error: 0.4904, number_of_instances: 604, precision: 0.9718, predictive_accuracy: 0.9719, prior_entropy: 0.9861, recall: 0.9719, relative_absolute_error: 0.0589, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.1659, root_relative_squared_error: 0.335, scimark_benchmark: 1072.058, usercpu_time_millis: 1232650, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1232640,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8114, f_measure: 0.778, kappa: 0.4411, kb_relative_information_score: 112.7636, mean_absolute_error: 0.2201, mean_prior_absolute_error: 0.4039, number_of_instances: 275, precision: 0.7757, predictive_accuracy: 0.7818, prior_entropy: 0.8576, recall: 0.7818, relative_absolute_error: 0.5449, root_mean_prior_squared_error: 0.449, root_mean_squared_error: 0.435, root_relative_squared_error: 0.9688, scimark_benchmark: 1134.6867, usercpu_time_millis: 2501380, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 2501360,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9736, f_measure: 0.9504, kappa: 0.8974, kb_relative_information_score: 433.3482, mean_absolute_error: 0.0499, mean_prior_absolute_error: 0.4835, number_of_instances: 484, precision: 0.9504, predictive_accuracy: 0.9504, prior_entropy: 0.9762, recall: 0.9504, relative_absolute_error: 0.1032, root_mean_prior_squared_error: 0.4917, root_mean_squared_error: 0.2183, root_relative_squared_error: 0.444, scimark_benchmark: 1522.8081, usercpu_time_millis: 2239050, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 2239040,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9595, f_measure: 0.9671, kappa: 0.9061, kb_relative_information_score: 301.9529, mean_absolute_error: 0.0315, mean_prior_absolute_error: 0.3534, number_of_instances: 337, precision: 0.9671, predictive_accuracy: 0.9674, prior_entropy: 0.7782, recall: 0.9674, relative_absolute_error: 0.089, root_mean_prior_squared_error: 0.4199, root_mean_squared_error: 0.1753, root_relative_squared_error: 0.4174, scimark_benchmark: 1053.9468, usercpu_time_millis: 1972830, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 1972800,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9465, f_measure: 0.9417, kappa: 0.8244, kb_relative_information_score: 288.8618, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.3352, number_of_instances: 363, precision: 0.9415, predictive_accuracy: 0.9421, prior_entropy: 0.7485, recall: 0.9421, relative_absolute_error: 0.1743, root_mean_prior_squared_error: 0.4088, root_mean_squared_error: 0.2376, root_relative_squared_error: 0.5811, scimark_benchmark: 1098.8127, usercpu_time_millis: 4251290, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 4251280,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9267, f_measure: 0.956, kappa: 0.3387, kb_relative_information_score: 387.8089, mean_absolute_error: 0.0379, mean_prior_absolute_error: 0.0764, number_of_instances: 1545, precision: 0.9538, predictive_accuracy: 0.9625, prior_entropy: 0.2426, recall: 0.9625, relative_absolute_error: 0.4956, root_mean_prior_squared_error: 0.1947, root_mean_squared_error: 0.182, root_relative_squared_error: 0.9347, scimark_benchmark: 1055.5852, usercpu_time_millis: 5852120, usercpu_time_millis_testing: 100, usercpu_time_millis_training: 5852020,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9411, f_measure: 0.948, kappa: 0.6341, kb_relative_information_score: 751.0734, mean_absolute_error: 0.0557, mean_prior_absolute_error: 0.1481, number_of_instances: 1545, precision: 0.9469, predictive_accuracy: 0.9502, prior_entropy: 0.405, recall: 0.9502, relative_absolute_error: 0.3763, root_mean_prior_squared_error: 0.2717, root_mean_squared_error: 0.2053, root_relative_squared_error: 0.7557, scimark_benchmark: 1158.8707, usercpu_time_millis: 5351980, usercpu_time_millis_testing: 200, usercpu_time_millis_training: 5351780,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, f_measure: 0.9909, kappa: 0.9723, kb_relative_information_score: 317.1122, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.3325, number_of_instances: 329, precision: 0.9909, predictive_accuracy: 0.9909, prior_entropy: 0.7443, recall: 0.9909, relative_absolute_error: 0.0274, root_mean_prior_squared_error: 0.4071, root_mean_squared_error: 0.0955, root_relative_squared_error: 0.2346, scimark_benchmark: 1484.8091, usercpu_time_millis: 88180, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 88170,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9638, f_measure: 0.9777, kappa: 0.9126, kb_relative_information_score: 359.0332, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.2571, number_of_instances: 405, precision: 0.9776, predictive_accuracy: 0.9778, prior_entropy: 0.6157, recall: 0.9778, relative_absolute_error: 0.0864, root_mean_prior_squared_error: 0.3577, root_mean_squared_error: 0.1491, root_relative_squared_error: 0.4168, scimark_benchmark: 1123.3681, usercpu_time_millis: 8985510, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 8985490,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9923, kappa: 0.9846, kb_relative_information_score: 127.9787, mean_absolute_error: 0.0077, mean_prior_absolute_error: 0.4981, number_of_instances: 130, precision: 0.9924, predictive_accuracy: 0.9923, prior_entropy: 0.9973, recall: 0.9923, relative_absolute_error: 0.0154, root_mean_prior_squared_error: 0.4991, root_mean_squared_error: 0.0877, root_relative_squared_error: 0.1757, scimark_benchmark: 1109.6466, usercpu_time_millis: 13560, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 13550,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9765, f_measure: 0.9887, kappa: 0.9636, kb_relative_information_score: 338.3353, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.3142, number_of_instances: 355, precision: 0.9887, predictive_accuracy: 0.9887, prior_entropy: 0.714, recall: 0.9887, relative_absolute_error: 0.0359, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.1061, root_relative_squared_error: 0.2682, scimark_benchmark: 1138.6808, usercpu_time_millis: 115520, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 115480,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9522, f_measure: 0.932, kappa: 0.864, kb_relative_information_score: 216.0688, mean_absolute_error: 0.0678, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.932, predictive_accuracy: 0.932, prior_entropy: 1, recall: 0.932, relative_absolute_error: 0.1356, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.5193, scimark_benchmark: 1107.2314, usercpu_time_millis: 2355290, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 2355240,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9421, f_measure: 0.941, kappa: 0.8751, kb_relative_information_score: 175.6133, mean_absolute_error: 0.0622, mean_prior_absolute_error: 0.4712, number_of_instances: 203, precision: 0.9414, predictive_accuracy: 0.9409, prior_entropy: 0.9584, recall: 0.9409, relative_absolute_error: 0.1321, root_mean_prior_squared_error: 0.4852, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5045, scimark_benchmark: 1158.7638, usercpu_time_millis: 3319950, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 3319940,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9853, kappa: 0.9706, kb_relative_information_score: 530.0857, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.4989, number_of_instances: 546, precision: 0.9853, predictive_accuracy: 0.9853, prior_entropy: 0.9984, recall: 0.9853, relative_absolute_error: 0.0293, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.1163, root_relative_squared_error: 0.2329, scimark_benchmark: 1516.5148, usercpu_time_millis: 303020, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 303000,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9478, f_measure: 0.9664, kappa: 0.8865, kb_relative_information_score: 363.3325, mean_absolute_error: 0.0334, mean_prior_absolute_error: 0.2998, number_of_instances: 421, precision: 0.9663, predictive_accuracy: 0.9667, prior_entropy: 0.6896, recall: 0.9667, relative_absolute_error: 0.1115, root_mean_prior_squared_error: 0.3866, root_mean_squared_error: 0.1802, root_relative_squared_error: 0.4662, scimark_benchmark: 1471.5588, usercpu_time_millis: 3165850, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 3165830,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.9715, kappa: 0.9174, kb_relative_information_score: 1383.6368, mean_absolute_error: 0.0323, mean_prior_absolute_error: 0.3464, number_of_instances: 1545, precision: 0.9714, predictive_accuracy: 0.9715, prior_entropy: 0.7656, recall: 0.9715, relative_absolute_error: 0.0934, root_mean_prior_squared_error: 0.416, root_mean_squared_error: 0.1644, root_relative_squared_error: 0.3953, scimark_benchmark: 1500.9425, usercpu_time_millis: 2680150, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 2680120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.929, f_measure: 0.8954, kappa: 0.7784, kb_relative_information_score: 155.8547, mean_absolute_error: 0.1032, mean_prior_absolute_error: 0.4729, number_of_instances: 201, precision: 0.8953, predictive_accuracy: 0.8955, prior_entropy: 0.961, recall: 0.8955, relative_absolute_error: 0.2182, root_mean_prior_squared_error: 0.4861, root_mean_squared_error: 0.3163, root_relative_squared_error: 0.6507, scimark_benchmark: 1085.0868, usercpu_time_millis: 3203080, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 3203070,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9896, kappa: 0.9773, kb_relative_information_score: 188.2485, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9898, predictive_accuracy: 0.9896, prior_entropy: 0.9418, recall: 0.9896, relative_absolute_error: 0.0225, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1018, root_relative_squared_error: 0.2124, scimark_benchmark: 1159.4986, usercpu_time_millis: 15790, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 15780,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.987, kappa: 0.9704, kb_relative_information_score: 370.8996, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9872, predictive_accuracy: 0.987, prior_entropy: 0.9085, recall: 0.987, relative_absolute_error: 0.0316, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1128, root_relative_squared_error: 0.2412, scimark_benchmark: 1217.2621, usercpu_time_millis: 1102510, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 1102490,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8912, f_measure: 0.8986, kappa: 0.7698, kb_relative_information_score: 136.4459, mean_absolute_error: 0.1172, mean_prior_absolute_error: 0.4402, number_of_instances: 187, precision: 0.8989, predictive_accuracy: 0.8984, prior_entropy: 0.9129, recall: 0.8984, relative_absolute_error: 0.2663, root_mean_prior_squared_error: 0.4688, root_mean_squared_error: 0.3084, root_relative_squared_error: 0.6577, scimark_benchmark: 1057.5549, usercpu_time_millis: 3583980, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 3583970,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, f_measure: 0.978, kappa: 0.9149, kb_relative_information_score: 353.8754, mean_absolute_error: 0.0277, mean_prior_absolute_error: 0.2571, number_of_instances: 405, precision: 0.9784, predictive_accuracy: 0.9778, prior_entropy: 0.6157, recall: 0.9778, relative_absolute_error: 0.1077, root_mean_prior_squared_error: 0.3577, root_mean_squared_error: 0.1421, root_relative_squared_error: 0.3974, scimark_benchmark: 1483.3426, usercpu_time_millis: 6246560, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 6246500,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9927, kappa: 0.9734, kb_relative_information_score: 397.683, mean_absolute_error: 0.0073, mean_prior_absolute_error: 0.2794, number_of_instances: 413, precision: 0.9928, predictive_accuracy: 0.9927, prior_entropy: 0.6547, recall: 0.9927, relative_absolute_error: 0.026, root_mean_prior_squared_error: 0.373, root_mean_squared_error: 0.0852, root_relative_squared_error: 0.2285, scimark_benchmark: 1181.115, usercpu_time_millis: 23920, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 23870,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 293.3545, mean_prior_absolute_error: 0.4088, number_of_instances: 294, precision: 1, predictive_accuracy: 1, prior_entropy: 0.865, recall: 1, root_mean_prior_squared_error: 0.4518, scimark_benchmark: 1189.0327, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8535, f_measure: 0.7997, kappa: 0.5584, kb_relative_information_score: 7221.8258, mean_absolute_error: 0.2889, mean_prior_absolute_error: 0.456, number_of_instances: 19020, precision: 0.799, predictive_accuracy: 0.8009, prior_entropy: 0.9355, recall: 0.8009, relative_absolute_error: 0.6336, root_mean_prior_squared_error: 0.4775, root_mean_squared_error: 0.3768, root_relative_squared_error: 0.7892, scimark_benchmark: 1183.6184, usercpu_time_millis: 5270, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 5220,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.891, f_measure: 0.8395, kappa: 0.5425, kb_relative_information_score: 12936.5143, mean_absolute_error: 0.212, mean_prior_absolute_error: 0.3656, number_of_instances: 32561, precision: 0.8411, predictive_accuracy: 0.8485, prior_entropy: 0.7964, recall: 0.8485, relative_absolute_error: 0.5798, root_mean_prior_squared_error: 0.4276, root_mean_squared_error: 0.3273, root_relative_squared_error: 0.7655, scimark_benchmark: 1131.5798, usercpu_time_millis: 4320, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 4260,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9603, f_measure: 0.9125, kappa: 0.6317, kb_relative_information_score: 2604.2717, mean_absolute_error: 0.1353, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9298, predictive_accuracy: 0.9235, prior_entropy: 0.6204, recall: 0.9235, relative_absolute_error: 0.5188, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2456, root_relative_squared_error: 0.6803, scimark_benchmark: 1108.8998, usercpu_time_millis: 1250, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 1230,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.98, f_measure: 0.986, kappa: 0.9691, kb_relative_information_score: 69.4377, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.4546, number_of_instances: 72, precision: 0.9864, predictive_accuracy: 0.9861, prior_entropy: 0.9353, recall: 0.9861, relative_absolute_error: 0.0306, root_mean_prior_squared_error: 0.4761, root_mean_squared_error: 0.1179, root_relative_squared_error: 0.2475, scimark_benchmark: 1307.0965, usercpu_time_millis: 279250, usercpu_time_millis_training: 279250,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9783, f_measure: 0.9555, kappa: 0.9112, kb_relative_information_score: 41.0082, mean_absolute_error: 0.0443, mean_prior_absolute_error: 0.4998, number_of_instances: 45, precision: 0.9593, predictive_accuracy: 0.9556, prior_entropy: 0.9997, recall: 0.9556, relative_absolute_error: 0.0886, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.42, scimark_benchmark: 1113.5435, usercpu_time_millis: 56690, usercpu_time_millis_training: 56690,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9301, f_measure: 0.9466, kappa: 0.8485, kb_relative_information_score: 273.272, mean_absolute_error: 0.0607, mean_prior_absolute_error: 0.3534, number_of_instances: 337, precision: 0.9466, predictive_accuracy: 0.9466, prior_entropy: 0.7782, recall: 0.9466, relative_absolute_error: 0.1718, root_mean_prior_squared_error: 0.4199, root_mean_squared_error: 0.2258, root_relative_squared_error: 0.5378, scimark_benchmark: 1155.1553, usercpu_time_millis: 2018540, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 2018530,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4937, f_measure: 0.532, kb_relative_information_score: 0.5058, mean_absolute_error: 0.4447, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.4431, predictive_accuracy: 0.6656, prior_entropy: 0.9204, recall: 0.6656, relative_absolute_error: 0.9983, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4718, root_relative_squared_error: 1.0001, scimark_benchmark: 1319.6765, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8269, f_measure: 0.8378, kappa: 0.665, kb_relative_information_score: 119.8202, mean_absolute_error: 0.1941, mean_prior_absolute_error: 0.4729, number_of_instances: 201, precision: 0.8491, predictive_accuracy: 0.8358, prior_entropy: 0.961, recall: 0.8358, relative_absolute_error: 0.4105, root_mean_prior_squared_error: 0.4861, root_mean_squared_error: 0.3867, root_relative_squared_error: 0.7954, scimark_benchmark: 1401.6519, usercpu_time_millis: 2417990, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 2417980,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8758, f_measure: 0.8719, kappa: 0.728, kb_relative_information_score: 143.5005, mean_absolute_error: 0.1374, mean_prior_absolute_error: 0.4712, number_of_instances: 203, precision: 0.8719, predictive_accuracy: 0.8719, prior_entropy: 0.9584, recall: 0.8719, relative_absolute_error: 0.2917, root_mean_prior_squared_error: 0.4852, root_mean_squared_error: 0.3407, root_relative_squared_error: 0.7022, scimark_benchmark: 1240.3509, usercpu_time_millis: 2638320, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 2638310,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8211, f_measure: 0.9361, kappa: 0.5639, kb_relative_information_score: 562.7753, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.1481, number_of_instances: 1545, precision: 0.9356, predictive_accuracy: 0.9366, prior_entropy: 0.405, recall: 0.9366, relative_absolute_error: 0.5, root_mean_prior_squared_error: 0.2717, root_mean_squared_error: 0.237, root_relative_squared_error: 0.8724, scimark_benchmark: 1197.7605, usercpu_time_millis: 5638570, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 5638460,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.966, f_measure: 0.9576, kappa: 0.9043, kb_relative_information_score: 162.5861, mean_absolute_error: 0.057, mean_prior_absolute_error: 0.4402, number_of_instances: 187, precision: 0.9588, predictive_accuracy: 0.9572, prior_entropy: 0.9129, recall: 0.9572, relative_absolute_error: 0.1294, root_mean_prior_squared_error: 0.4688, root_mean_squared_error: 0.2028, root_relative_squared_error: 0.4325, scimark_benchmark: 1273.8444, usercpu_time_millis: 3784160, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 3784130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9311, f_measure: 0.924, kappa: 0.848, kb_relative_information_score: 201.5576, mean_absolute_error: 0.1039, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.9247, predictive_accuracy: 0.924, prior_entropy: 1, recall: 0.924, relative_absolute_error: 0.2078, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.269, root_relative_squared_error: 0.5379, scimark_benchmark: 1375.7938, usercpu_time_millis: 2117860, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 2117850,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8671, f_measure: 0.9278, kappa: 0.675, kb_relative_information_score: 830.7297, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.2238, number_of_instances: 1545, precision: 0.9274, predictive_accuracy: 0.9282, prior_entropy: 0.5537, recall: 0.9282, relative_absolute_error: 0.399, root_mean_prior_squared_error: 0.3343, root_mean_squared_error: 0.2506, root_relative_squared_error: 0.7497, scimark_benchmark: 1342.7346, usercpu_time_millis: 1524230, usercpu_time_millis_testing: 80, usercpu_time_millis_training: 1524150,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8071, f_measure: 0.963, kappa: 0.4949, kb_relative_information_score: 428.9697, mean_absolute_error: 0.0424, mean_prior_absolute_error: 0.0764, number_of_instances: 1545, precision: 0.962, predictive_accuracy: 0.9644, prior_entropy: 0.2426, recall: 0.9644, relative_absolute_error: 0.5555, root_mean_prior_squared_error: 0.1947, root_mean_squared_error: 0.1766, root_relative_squared_error: 0.9071, scimark_benchmark: 1385.1835, usercpu_time_millis: 5430130, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 5430020,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9521, f_measure: 0.9402, kappa: 0.8237, kb_relative_information_score: 281.8659, mean_absolute_error: 0.0672, mean_prior_absolute_error: 0.3352, number_of_instances: 363, precision: 0.9417, predictive_accuracy: 0.9394, prior_entropy: 0.7485, recall: 0.9394, relative_absolute_error: 0.2006, root_mean_prior_squared_error: 0.4088, root_mean_squared_error: 0.2285, root_relative_squared_error: 0.5589, scimark_benchmark: 1151.3653, usercpu_time_millis: 4498460, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 4498410,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.9597, kappa: 0.9193, kb_relative_information_score: 498.131, mean_absolute_error: 0.045, mean_prior_absolute_error: 0.4989, number_of_instances: 546, precision: 0.9598, predictive_accuracy: 0.9597, prior_entropy: 0.9984, recall: 0.9597, relative_absolute_error: 0.0901, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.1951, root_relative_squared_error: 0.3906, scimark_benchmark: 1106.1086, usercpu_time_millis: 372290, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 372280,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9678, f_measure: 0.9688, kappa: 0.9285, kb_relative_information_score: 346.022, mean_absolute_error: 0.0449, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9688, predictive_accuracy: 0.9688, prior_entropy: 0.9085, recall: 0.9688, relative_absolute_error: 0.1027, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1749, root_relative_squared_error: 0.374, scimark_benchmark: 1520.9674, usercpu_time_millis: 836330, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 836320,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9675, f_measure: 0.9788, kappa: 0.9362, kb_relative_information_score: 301.3034, mean_absolute_error: 0.0243, mean_prior_absolute_error: 0.3325, number_of_instances: 329, precision: 0.9789, predictive_accuracy: 0.9787, prior_entropy: 0.7443, recall: 0.9787, relative_absolute_error: 0.073, root_mean_prior_squared_error: 0.4071, root_mean_squared_error: 0.1458, root_relative_squared_error: 0.3581, scimark_benchmark: 1101.1091, usercpu_time_millis: 88910, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 88900,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9599, f_measure: 0.9421, kappa: 0.8802, kb_relative_information_score: 413.8026, mean_absolute_error: 0.0736, mean_prior_absolute_error: 0.4835, number_of_instances: 484, precision: 0.9421, predictive_accuracy: 0.9421, prior_entropy: 0.9762, recall: 0.9421, relative_absolute_error: 0.1521, root_mean_prior_squared_error: 0.4917, root_mean_squared_error: 0.2356, root_relative_squared_error: 0.4792, scimark_benchmark: 1134.9374, usercpu_time_millis: 3001860, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 3001790,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9923, kappa: 0.9845, kb_relative_information_score: 127.9787, mean_absolute_error: 0.0077, mean_prior_absolute_error: 0.4981, number_of_instances: 130, precision: 0.9924, predictive_accuracy: 0.9923, prior_entropy: 0.9973, recall: 0.9923, relative_absolute_error: 0.0154, root_mean_prior_squared_error: 0.4991, root_mean_squared_error: 0.0877, root_relative_squared_error: 0.1757, scimark_benchmark: 1121.9869, usercpu_time_millis: 13560, usercpu_time_millis_training: 13560,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7117, f_measure: 0.7339, kappa: 0.3481, kb_relative_information_score: 72.0866, mean_absolute_error: 0.2765, mean_prior_absolute_error: 0.4039, number_of_instances: 275, precision: 0.7376, predictive_accuracy: 0.7309, prior_entropy: 0.8576, recall: 0.7309, relative_absolute_error: 0.6846, root_mean_prior_squared_error: 0.449, root_mean_squared_error: 0.4886, root_relative_squared_error: 1.0883, scimark_benchmark: 1228.2911, usercpu_time_millis: 2161530, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 2161510,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.9731, kappa: 0.896, kb_relative_information_score: 349.1062, mean_absolute_error: 0.0273, mean_prior_absolute_error: 0.2571, number_of_instances: 405, precision: 0.9736, predictive_accuracy: 0.9728, prior_entropy: 0.6157, recall: 0.9728, relative_absolute_error: 0.1062, root_mean_prior_squared_error: 0.3577, root_mean_squared_error: 0.1546, root_relative_squared_error: 0.4323, scimark_benchmark: 1130.7059, usercpu_time_millis: 8224550, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 8224530,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9732, f_measure: 0.9738, kappa: 0.9121, kb_relative_information_score: 370.3365, mean_absolute_error: 0.0334, mean_prior_absolute_error: 0.2998, number_of_instances: 421, precision: 0.9738, predictive_accuracy: 0.9739, prior_entropy: 0.6896, recall: 0.9739, relative_absolute_error: 0.1115, root_mean_prior_squared_error: 0.3866, root_mean_squared_error: 0.1508, root_relative_squared_error: 0.39, scimark_benchmark: 1565.1789, usercpu_time_millis: 2924270, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 2924230,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9896, kappa: 0.9773, kb_relative_information_score: 188.2485, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9898, predictive_accuracy: 0.9896, prior_entropy: 0.9418, recall: 0.9896, relative_absolute_error: 0.0225, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1018, root_relative_squared_error: 0.2124, scimark_benchmark: 1101.3705, usercpu_time_millis: 16250, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 16240,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9808, f_measure: 0.9719, kappa: 0.9426, kb_relative_information_score: 562.1793, mean_absolute_error: 0.036, mean_prior_absolute_error: 0.4904, number_of_instances: 604, precision: 0.9719, predictive_accuracy: 0.9719, prior_entropy: 0.9861, recall: 0.9719, relative_absolute_error: 0.0735, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.1608, root_relative_squared_error: 0.3247, scimark_benchmark: 1274.3596, usercpu_time_millis: 1226430, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 1226380,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9552, f_measure: 0.9164, kappa: 0.8226, kb_relative_information_score: 162.041, mean_absolute_error: 0.0949, mean_prior_absolute_error: 0.4712, number_of_instances: 203, precision: 0.9165, predictive_accuracy: 0.9163, prior_entropy: 0.9584, recall: 0.9163, relative_absolute_error: 0.2015, root_mean_prior_squared_error: 0.4852, root_mean_squared_error: 0.283, root_relative_squared_error: 0.5832, scimark_benchmark: 1460.8903, usercpu_time_millis: 2612360, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 2612330,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.956, f_measure: 0.9722, kappa: 0.9197, kb_relative_information_score: 1348.6757, mean_absolute_error: 0.0455, mean_prior_absolute_error: 0.3464, number_of_instances: 1545, precision: 0.9722, predictive_accuracy: 0.9722, prior_entropy: 0.7656, recall: 0.9722, relative_absolute_error: 0.1313, root_mean_prior_squared_error: 0.416, root_mean_squared_error: 0.1632, root_relative_squared_error: 0.3923, scimark_benchmark: 1231.8812, usercpu_time_millis: 3363230, usercpu_time_millis_testing: 390, usercpu_time_millis_training: 3362840,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9696, f_measure: 0.9927, kappa: 0.9734, kb_relative_information_score: 394.0747, mean_absolute_error: 0.0112, mean_prior_absolute_error: 0.2794, number_of_instances: 413, precision: 0.9928, predictive_accuracy: 0.9927, prior_entropy: 0.6547, recall: 0.9927, relative_absolute_error: 0.0401, root_mean_prior_squared_error: 0.373, root_mean_squared_error: 0.0851, root_relative_squared_error: 0.2281, scimark_benchmark: 868.876, usercpu_time_millis: 17780, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 17770,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8145, f_measure: 0.8877, kappa: 0.7502, kb_relative_information_score: 51.0912, mean_absolute_error: 0.1319, mean_prior_absolute_error: 0.4546, number_of_instances: 72, precision: 0.8881, predictive_accuracy: 0.8889, prior_entropy: 0.9353, recall: 0.8889, relative_absolute_error: 0.2902, root_mean_prior_squared_error: 0.4761, root_mean_squared_error: 0.3278, root_relative_squared_error: 0.6886, scimark_benchmark: 1179.5554, usercpu_time_millis: 296730, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 296720,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 293.3545, mean_prior_absolute_error: 0.4088, number_of_instances: 294, precision: 1, predictive_accuracy: 1, prior_entropy: 0.865, recall: 1, root_mean_prior_squared_error: 0.4518, scimark_benchmark: 1097.2862, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7875, f_measure: 0.8164, kappa: 0.5891, kb_relative_information_score: 8073.731, mean_absolute_error: 0.2784, mean_prior_absolute_error: 0.456, number_of_instances: 19020, precision: 0.8252, predictive_accuracy: 0.8237, prior_entropy: 0.9355, recall: 0.8237, relative_absolute_error: 0.6106, root_mean_prior_squared_error: 0.4775, root_mean_squared_error: 0.3767, root_relative_squared_error: 0.789, scimark_benchmark: 1111.3953, usercpu_time_millis: 4620, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 4600,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7274, f_measure: 0.8286, kappa: 0.5069, kb_relative_information_score: 10389.4622, mean_absolute_error: 0.2558, mean_prior_absolute_error: 0.3656, number_of_instances: 32561, precision: 0.8333, predictive_accuracy: 0.8412, prior_entropy: 0.7964, recall: 0.8412, relative_absolute_error: 0.6995, root_mean_prior_squared_error: 0.4276, root_mean_squared_error: 0.3578, root_relative_squared_error: 0.8368, scimark_benchmark: 1224.5997, usercpu_time_millis: 6420, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 6370,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6575.802, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0025, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0246, root_relative_squared_error: 0.0682, scimark_benchmark: 1199.9238, usercpu_time_millis: 3520, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 3500,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9854, f_measure: 0.9803, kappa: 0.9374, kb_relative_information_score: 322.6948, mean_absolute_error: 0.0259, mean_prior_absolute_error: 0.3142, number_of_instances: 355, precision: 0.9804, predictive_accuracy: 0.9803, prior_entropy: 0.714, recall: 0.9803, relative_absolute_error: 0.0824, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.1368, root_relative_squared_error: 0.3457, scimark_benchmark: 1145.4173, usercpu_time_millis: 116810, usercpu_time_millis_testing: 100, usercpu_time_millis_training: 116710,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5812, f_measure: 0.5757, kappa: 0.1065, kb_relative_information_score: 1.4559, mean_absolute_error: 0.4279, mean_prior_absolute_error: 0.4565, number_of_instances: 60, precision: 0.5956, predictive_accuracy: 0.5667, prior_entropy: 0.9383, recall: 0.5667, relative_absolute_error: 0.9375, root_mean_prior_squared_error: 0.477, root_mean_squared_error: 0.6167, root_relative_squared_error: 1.2929, scimark_benchmark: 1321.6466, usercpu_time_millis: 134570, usercpu_time_millis_training: 134570,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.9706, kappa: 0.9173, kb_relative_information_score: 300.3377, mean_absolute_error: 0.0351, mean_prior_absolute_error: 0.3534, number_of_instances: 337, precision: 0.9712, predictive_accuracy: 0.9703, prior_entropy: 0.7782, recall: 0.9703, relative_absolute_error: 0.0992, root_mean_prior_squared_error: 0.4199, root_mean_squared_error: 0.1663, root_relative_squared_error: 0.396, scimark_benchmark: 1119.9184, usercpu_time_millis: 2225280, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 2225230,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9121, f_measure: 0.8889, kappa: 0.7779, kb_relative_information_score: 33.8669, mean_absolute_error: 0.1278, mean_prior_absolute_error: 0.4998, number_of_instances: 45, precision: 0.8898, predictive_accuracy: 0.8889, prior_entropy: 0.9997, recall: 0.8889, relative_absolute_error: 0.2557, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.3231, root_relative_squared_error: 0.6464, scimark_benchmark: 1122.1891, usercpu_time_millis: 65790, usercpu_time_millis_training: 65790,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4762, f_measure: 0.532, kb_relative_information_score: -12.5679, mean_absolute_error: 0.4525, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.4431, predictive_accuracy: 0.6656, prior_entropy: 0.9204, recall: 0.6656, relative_absolute_error: 1.0158, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4822, root_relative_squared_error: 1.0221, scimark_benchmark: 1132.8685, usercpu_time_millis: 90, usercpu_time_millis_training: 90,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8204, f_measure: 0.7835, kappa: 0.5451, kb_relative_information_score: 171.5933, mean_absolute_error: 0.2162, mean_prior_absolute_error: 0.4738, number_of_instances: 322, precision: 0.785, predictive_accuracy: 0.7826, prior_entropy: 0.962, recall: 0.7826, relative_absolute_error: 0.4564, root_mean_prior_squared_error: 0.4866, root_mean_squared_error: 0.4527, root_relative_squared_error: 0.9304, scimark_benchmark: 1254.4727, usercpu_time_millis: 4891730, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 4891720,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9177, f_measure: 0.8903, kappa: 0.7673, kb_relative_information_score: 149.554, mean_absolute_error: 0.1203, mean_prior_absolute_error: 0.4729, number_of_instances: 201, precision: 0.8902, predictive_accuracy: 0.8905, prior_entropy: 0.961, recall: 0.8905, relative_absolute_error: 0.2543, root_mean_prior_squared_error: 0.4861, root_mean_squared_error: 0.316, root_relative_squared_error: 0.65, scimark_benchmark: 1147.0277, usercpu_time_millis: 2936860, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 2936840,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9725, f_measure: 0.9876, kappa: 0.9514, kb_relative_information_score: 378.2195, mean_absolute_error: 0.0123, mean_prior_absolute_error: 0.2571, number_of_instances: 405, precision: 0.9876, predictive_accuracy: 0.9877, prior_entropy: 0.6157, recall: 0.9877, relative_absolute_error: 0.048, root_mean_prior_squared_error: 0.3577, root_mean_squared_error: 0.1111, root_relative_squared_error: 0.3106, scimark_benchmark: 1155.5426, usercpu_time_millis: 8463620, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 8463610,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9532, f_measure: 0.9413, kappa: 0.8667, kb_relative_information_score: 159.9028, mean_absolute_error: 0.0602, mean_prior_absolute_error: 0.4402, number_of_instances: 187, precision: 0.9415, predictive_accuracy: 0.9412, prior_entropy: 0.9129, recall: 0.9412, relative_absolute_error: 0.1368, root_mean_prior_squared_error: 0.4688, root_mean_squared_error: 0.237, root_relative_squared_error: 0.5056, scimark_benchmark: 1112.104, usercpu_time_millis: 4551490, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 4551480,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7571, f_measure: 0.8984, kappa: 0.3683, kb_relative_information_score: -37.6251, mean_absolute_error: 0.1092, mean_prior_absolute_error: 0.1481, number_of_instances: 1545, precision: 0.9085, predictive_accuracy: 0.8906, prior_entropy: 0.405, recall: 0.8906, relative_absolute_error: 0.7375, root_mean_prior_squared_error: 0.2717, root_mean_squared_error: 0.3268, root_relative_squared_error: 1.2028, scimark_benchmark: 1134.9835, usercpu_time_millis: 5082590, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 5082540,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9655, f_measure: 0.936, kappa: 0.872, kb_relative_information_score: 213.5717, mean_absolute_error: 0.0761, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.9361, predictive_accuracy: 0.936, prior_entropy: 1, recall: 0.936, relative_absolute_error: 0.1523, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2452, root_relative_squared_error: 0.4905, scimark_benchmark: 1164.8699, usercpu_time_millis: 2277380, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 2277360,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6925, f_measure: 0.9386, kappa: 0.2726, kb_relative_information_score: -507.6512, mean_absolute_error: 0.0669, mean_prior_absolute_error: 0.0764, number_of_instances: 1545, precision: 0.9457, predictive_accuracy: 0.9327, prior_entropy: 0.2426, recall: 0.9327, relative_absolute_error: 0.8755, root_mean_prior_squared_error: 0.1947, root_mean_squared_error: 0.2557, root_relative_squared_error: 1.3132, scimark_benchmark: 1158.3196, usercpu_time_millis: 5993630, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 5993580,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8834, f_measure: 0.907, kappa: 0.588, kb_relative_information_score: 661.2579, mean_absolute_error: 0.1002, mean_prior_absolute_error: 0.2238, number_of_instances: 1545, precision: 0.908, predictive_accuracy: 0.9061, prior_entropy: 0.5537, recall: 0.9061, relative_absolute_error: 0.4476, root_mean_prior_squared_error: 0.3343, root_mean_squared_error: 0.2919, root_relative_squared_error: 0.8731, scimark_benchmark: 1126.4598, usercpu_time_millis: 1924060, usercpu_time_millis_testing: 150, usercpu_time_millis_training: 1923910,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.876, f_measure: 0.8868, kappa: 0.6605, kb_relative_information_score: 219.8013, mean_absolute_error: 0.1145, mean_prior_absolute_error: 0.3352, number_of_instances: 363, precision: 0.8865, predictive_accuracy: 0.8871, prior_entropy: 0.7485, recall: 0.8871, relative_absolute_error: 0.3417, root_mean_prior_squared_error: 0.4088, root_mean_squared_error: 0.326, root_relative_squared_error: 0.7973, scimark_benchmark: 1150.609, usercpu_time_millis: 4216960, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 4216950,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9793, kappa: 0.9528, kb_relative_information_score: 360.7402, mean_absolute_error: 0.0267, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9796, predictive_accuracy: 0.9792, prior_entropy: 0.9085, recall: 0.9792, relative_absolute_error: 0.0609, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1389, root_relative_squared_error: 0.2971, scimark_benchmark: 1133.3786, usercpu_time_millis: 1086330, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 1086270,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.9878, kappa: 0.9633, kb_relative_information_score: 310.7973, mean_absolute_error: 0.0179, mean_prior_absolute_error: 0.3325, number_of_instances: 329, precision: 0.9878, predictive_accuracy: 0.9878, prior_entropy: 0.7443, recall: 0.9878, relative_absolute_error: 0.0537, root_mean_prior_squared_error: 0.4071, root_mean_squared_error: 0.1011, root_relative_squared_error: 0.2484, scimark_benchmark: 1221.4358, usercpu_time_millis: 91690, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 91660,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.9707, kappa: 0.9412, kb_relative_information_score: 510.7113, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.4989, number_of_instances: 546, precision: 0.9707, predictive_accuracy: 0.9707, prior_entropy: 0.9984, recall: 0.9707, relative_absolute_error: 0.0671, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.1647, root_relative_squared_error: 0.3298, scimark_benchmark: 1175.3796, usercpu_time_millis: 382220, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 382170,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9923, kappa: 0.9846, kb_relative_information_score: 125.894, mean_absolute_error: 0.0187, mean_prior_absolute_error: 0.4981, number_of_instances: 130, precision: 0.9924, predictive_accuracy: 0.9923, prior_entropy: 0.9973, recall: 0.9923, relative_absolute_error: 0.0376, root_mean_prior_squared_error: 0.4991, root_mean_squared_error: 0.0864, root_relative_squared_error: 0.1731, scimark_benchmark: 1120.0491, usercpu_time_millis: 12170, usercpu_time_millis_training: 12170,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.94, f_measure: 0.9331, kappa: 0.7837, kb_relative_information_score: 302.7378, mean_absolute_error: 0.069, mean_prior_absolute_error: 0.2998, number_of_instances: 421, precision: 0.9376, predictive_accuracy: 0.9311, prior_entropy: 0.6896, recall: 0.9311, relative_absolute_error: 0.23, root_mean_prior_squared_error: 0.3866, root_mean_squared_error: 0.2586, root_relative_squared_error: 0.669, scimark_benchmark: 1092.9232, usercpu_time_millis: 4353470, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 4353450,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9948, kappa: 0.9887, kb_relative_information_score: 187.8326, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9949, predictive_accuracy: 0.9948, prior_entropy: 0.9418, recall: 0.9948, relative_absolute_error: 0.0308, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.0721, root_relative_squared_error: 0.1504, scimark_benchmark: 1135.7191, usercpu_time_millis: 17510, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 17500,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9399, f_measure: 0.8986, kappa: 0.7901, kb_relative_information_score: 383.055, mean_absolute_error: 0.0993, mean_prior_absolute_error: 0.4835, number_of_instances: 484, precision: 0.8986, predictive_accuracy: 0.8988, prior_entropy: 0.9762, recall: 0.8988, relative_absolute_error: 0.2055, root_mean_prior_squared_error: 0.4917, root_mean_squared_error: 0.3075, root_relative_squared_error: 0.6254, scimark_benchmark: 949.7676, usercpu_time_millis: 3294000, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 3293990,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5948, f_measure: 0.6434, kappa: 0.1245, kb_relative_information_score: 10.0657, mean_absolute_error: 0.3568, mean_prior_absolute_error: 0.4039, number_of_instances: 275, precision: 0.6471, predictive_accuracy: 0.64, prior_entropy: 0.8576, recall: 0.64, relative_absolute_error: 0.8834, root_mean_prior_squared_error: 0.449, root_mean_squared_error: 0.5947, root_relative_squared_error: 1.3244, scimark_benchmark: 1000.2509, usercpu_time_millis: 2295650, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 2295640,