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Does Feature Selection Improve Classification?

Does Feature Selection Improve Classification?

Created 21-02-2019 by Jan van Rijn Visibility: public
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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,
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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,
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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,
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