OpenML
Supervised Classification on Click_prediction_small

Supervised Classification on Click_prediction_small

Task 14971 Supervised Classification Click_prediction_small 21169 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6892, f_measure: 0.7585, kappa: 0.014, kb_relative_information_score: -2487.8557, mean_absolute_error: 0.2625, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.788, predictive_accuracy: 0.832, prior_entropy: 0.6541, recall: 0.832, relative_absolute_error: 0.937, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3617, root_relative_squared_error: 0.9665, scimark_benchmark: 1841.2811, usercpu_time_millis: 708.694, usercpu_time_millis_testing: 18.623, usercpu_time_millis_training: 690.071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6707, f_measure: 0.7564, kappa: 0.0052, kb_relative_information_score: -2979.1843, mean_absolute_error: 0.2661, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7611, predictive_accuracy: 0.8313, prior_entropy: 0.6541, recall: 0.8313, relative_absolute_error: 0.95, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3641, root_relative_squared_error: 0.973, scimark_benchmark: 1840.0831, usercpu_time_millis: 207.57, usercpu_time_millis_testing: 5.419, usercpu_time_millis_training: 202.151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6877, f_measure: 0.7609, kappa: 0.024, kb_relative_information_score: -2555.514, mean_absolute_error: 0.263, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7978, predictive_accuracy: 0.8327, prior_entropy: 0.6541, recall: 0.8327, relative_absolute_error: 0.939, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3618, root_relative_squared_error: 0.9667, scimark_benchmark: 1838.236, usercpu_time_millis: 294.322, usercpu_time_millis_testing: 10.339, usercpu_time_millis_training: 283.983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6958, f_measure: 0.7599, kappa: 0.0197, kb_relative_information_score: -2274.4041, mean_absolute_error: 0.2638, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8171, predictive_accuracy: 0.833, prior_entropy: 0.6541, recall: 0.833, relative_absolute_error: 0.9419, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3608, root_relative_squared_error: 0.964, scimark_benchmark: 1838.6522, usercpu_time_millis: 184.016, usercpu_time_millis_testing: 11.059, usercpu_time_millis_training: 172.957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6964, f_measure: 0.7557, kappa: 0.0023, kb_relative_information_score: -1936.5841, mean_absolute_error: 0.2678, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.812, predictive_accuracy: 0.8317, prior_entropy: 0.6541, recall: 0.8317, relative_absolute_error: 0.9561, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3621, root_relative_squared_error: 0.9676, scimark_benchmark: 1847.3406, usercpu_time_millis: 117.453, usercpu_time_millis_testing: 10.427, usercpu_time_millis_training: 107.026,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6871, f_measure: 0.7598, kappa: 0.0192, kb_relative_information_score: -2475.0105, mean_absolute_error: 0.2635, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7974, predictive_accuracy: 0.8325, prior_entropy: 0.6541, recall: 0.8325, relative_absolute_error: 0.9407, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.362, root_relative_squared_error: 0.9672, scimark_benchmark: 1831.7316, usercpu_time_millis: 89.418, usercpu_time_millis_testing: 3.174, usercpu_time_millis_training: 86.244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6882, f_measure: 0.7602, kappa: 0.021, kb_relative_information_score: -2481.1979, mean_absolute_error: 0.2632, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8012, predictive_accuracy: 0.8327, prior_entropy: 0.6541, recall: 0.8327, relative_absolute_error: 0.9396, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3618, root_relative_squared_error: 0.9667, scimark_benchmark: 1856.6531, usercpu_time_millis: 210.083, usercpu_time_millis_testing: 8.992, usercpu_time_millis_training: 201.091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6919, f_measure: 0.7566, kappa: 0.0062, kb_relative_information_score: -2407.5918, mean_absolute_error: 0.2637, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7937, predictive_accuracy: 0.8318, prior_entropy: 0.6541, recall: 0.8318, relative_absolute_error: 0.9413, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3614, root_relative_squared_error: 0.9657, scimark_benchmark: 1851.4874, usercpu_time_millis: 101.841, usercpu_time_millis_testing: 3.418, usercpu_time_millis_training: 98.423,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6765, f_measure: 0.7551, kb_relative_information_score: -2641.7664, mean_absolute_error: 0.2703, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.9649, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3652, root_relative_squared_error: 0.9759, scimark_benchmark: 1835.7111, usercpu_time_millis: 132.307, usercpu_time_millis_testing: 14.159, usercpu_time_millis_training: 118.148,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6583, f_measure: 0.7551, kb_relative_information_score: -1564.433, mean_absolute_error: 0.2758, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.9845, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3694, root_relative_squared_error: 0.9871, scimark_benchmark: 1848.321, usercpu_time_millis: 7.569, usercpu_time_millis_testing: 0.537, usercpu_time_millis_training: 7.032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.7551, kb_relative_information_score: -10.8872, mean_absolute_error: 0.2801, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3742, root_relative_squared_error: 1, scimark_benchmark: 1853.5148, usercpu_time_millis: 7.271, usercpu_time_millis_testing: 0.965, usercpu_time_millis_training: 6.306,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6992, f_measure: 0.7582, kappa: 0.0129, kb_relative_information_score: -1882.72, mean_absolute_error: 0.2672, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8287, predictive_accuracy: 0.8326, prior_entropy: 0.6541, recall: 0.8326, relative_absolute_error: 0.954, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3614, root_relative_squared_error: 0.9657, scimark_benchmark: 1836.7415, usercpu_time_millis: 85.247, usercpu_time_millis_testing: 5.403, usercpu_time_millis_training: 79.844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6489, f_measure: 0.7551, kb_relative_information_score: -1277.018, mean_absolute_error: 0.2769, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.9885, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3705, root_relative_squared_error: 0.9901, scimark_benchmark: 1840.2451, usercpu_time_millis: 2.824, usercpu_time_millis_testing: 0.257, usercpu_time_millis_training: 2.567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6942, f_measure: 0.7616, kappa: 0.0267, kb_relative_information_score: -2548.1525, mean_absolute_error: 0.263, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8022, predictive_accuracy: 0.833, prior_entropy: 0.6541, recall: 0.833, relative_absolute_error: 0.939, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3606, root_relative_squared_error: 0.9635, scimark_benchmark: 1851.9456, usercpu_time_millis: 245.011, usercpu_time_millis_testing: 12.447, usercpu_time_millis_training: 232.564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6754, f_measure: 0.7551, kappa: -0.0001, kb_relative_information_score: -2966.4689, mean_absolute_error: 0.2674, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.9547, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3642, root_relative_squared_error: 0.9731, scimark_benchmark: 1840.6384, usercpu_time_millis: 131.005, usercpu_time_millis_testing: 8.338, usercpu_time_millis_training: 122.667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.671, f_measure: 0.7551, kb_relative_information_score: -1823.6521, mean_absolute_error: 0.2736, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.9769, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3674, root_relative_squared_error: 0.9818, scimark_benchmark: 1844.2035, usercpu_time_millis: 58.481, usercpu_time_millis_testing: 4.33, usercpu_time_millis_training: 54.151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6252, f_measure: 0.7551, kb_relative_information_score: -2590.5574, mean_absolute_error: 0.2755, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.9834, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3698, root_relative_squared_error: 0.9881, scimark_benchmark: 1835.7111, usercpu_time_millis: 8.955, usercpu_time_millis_testing: 0.466, usercpu_time_millis_training: 8.489,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6494, f_measure: 0.7551, kb_relative_information_score: -1114.9254, mean_absolute_error: 0.2775, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.9908, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3711, root_relative_squared_error: 0.9916, scimark_benchmark: 1829.2541, usercpu_time_millis: 2.938, usercpu_time_millis_testing: 0.257, usercpu_time_millis_training: 2.681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.695, f_measure: 0.7676, kappa: 0.0521, kb_relative_information_score: -2281.7046, mean_absolute_error: 0.2598, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7963, predictive_accuracy: 0.8337, prior_entropy: 0.6541, recall: 0.8337, relative_absolute_error: 0.9276, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3602, root_relative_squared_error: 0.9625, scimark_benchmark: 1836.1651, usercpu_time_millis: 950.977, usercpu_time_millis_testing: 15.724, usercpu_time_millis_training: 935.253,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6889, f_measure: 0.7621, kappa: 0.0288, kb_relative_information_score: -2788.1134, mean_absolute_error: 0.2625, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7962, predictive_accuracy: 0.8328, prior_entropy: 0.6541, recall: 0.8328, relative_absolute_error: 0.9372, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3612, root_relative_squared_error: 0.9651, scimark_benchmark: 1844.3569, usercpu_time_millis: 50.724, usercpu_time_millis_testing: 1.216, usercpu_time_millis_training: 49.508,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.7551, kb_relative_information_score: -25.2468, mean_absolute_error: 0.2802, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3742, root_relative_squared_error: 1, scimark_benchmark: 1841.6688, usercpu_time_millis: 49.69, usercpu_time_millis_testing: 4.853, usercpu_time_millis_training: 44.837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.656, f_measure: 0.7551, kb_relative_information_score: -2716.5346, mean_absolute_error: 0.2739, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.9777, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3682, root_relative_squared_error: 0.984, scimark_benchmark: 1851.3287, usercpu_time_millis: 83.074, usercpu_time_millis_testing: 8.156, usercpu_time_millis_training: 74.918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6826, f_measure: 0.7581, kappa: 0.0124, kb_relative_information_score: -2380.1962, mean_absolute_error: 0.2639, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7841, predictive_accuracy: 0.8318, prior_entropy: 0.6541, recall: 0.8318, relative_absolute_error: 0.9422, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3626, root_relative_squared_error: 0.969, scimark_benchmark: 1832.5754, usercpu_time_millis: 458.318, usercpu_time_millis_testing: 13.424, usercpu_time_millis_training: 444.894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6752, f_measure: 0.7551, kb_relative_information_score: -2352.3279, mean_absolute_error: 0.2712, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.968, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3657, root_relative_squared_error: 0.9771, scimark_benchmark: 1852.0126, usercpu_time_millis: 103.195, usercpu_time_millis_testing: 8.269, usercpu_time_millis_training: 94.926,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6677, f_measure: 0.7551, kb_relative_information_score: -1783.7659, mean_absolute_error: 0.2739, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.9778, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3677, root_relative_squared_error: 0.9825, scimark_benchmark: 1842.772, usercpu_time_millis: 128.683, usercpu_time_millis_testing: 12.116, usercpu_time_millis_training: 116.567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.7551, kb_relative_information_score: -9.8749, mean_absolute_error: 0.2801, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3742, root_relative_squared_error: 1, scimark_benchmark: 1735.3779, usercpu_time_millis: 14.391, usercpu_time_millis_testing: 2.005, usercpu_time_millis_training: 12.386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.7551, kb_relative_information_score: -51.3437, mean_absolute_error: 0.2802, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3742, root_relative_squared_error: 1, scimark_benchmark: 1845.7835, usercpu_time_millis: 1.138, usercpu_time_millis_testing: 0.108, usercpu_time_millis_training: 1.03,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6974, f_measure: 0.7553, kappa: 0.0008, kb_relative_information_score: -1811.9979, mean_absolute_error: 0.2674, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7758, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.9544, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3621, root_relative_squared_error: 0.9675, scimark_benchmark: 1857.0384, usercpu_time_millis: 282.119, usercpu_time_millis_testing: 16.809, usercpu_time_millis_training: 265.31,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6934, f_measure: 0.7585, kappa: 0.014, kb_relative_information_score: -2360.4383, mean_absolute_error: 0.263, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8078, predictive_accuracy: 0.8324, prior_entropy: 0.6541, recall: 0.8324, relative_absolute_error: 0.9391, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3611, root_relative_squared_error: 0.9648, scimark_benchmark: 1850.8036, usercpu_time_millis: 208.788, usercpu_time_millis_testing: 8.04, usercpu_time_millis_training: 200.748,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6832, f_measure: 0.776, kappa: 0.0893, kb_relative_information_score: -3871.5779, mean_absolute_error: 0.2627, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7896, predictive_accuracy: 0.8334, prior_entropy: 0.6541, recall: 0.8334, relative_absolute_error: 0.9378, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3625, root_relative_squared_error: 0.9687, scimark_benchmark: 1849.7595, usercpu_time_millis: 178.467, usercpu_time_millis_testing: 3.403, usercpu_time_millis_training: 175.064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6913, f_measure: 0.7697, kappa: 0.0612, kb_relative_information_score: -2399.7387, mean_absolute_error: 0.2597, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7975, predictive_accuracy: 0.8341, prior_entropy: 0.6541, recall: 0.8341, relative_absolute_error: 0.9271, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3604, root_relative_squared_error: 0.9632, scimark_benchmark: 1822.2396, usercpu_time_millis: 97.493, usercpu_time_millis_testing: 0.876, usercpu_time_millis_training: 96.617,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6528, f_measure: 0.7551, kb_relative_information_score: -1199.756, mean_absolute_error: 0.277, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.9887, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3706, root_relative_squared_error: 0.9903, scimark_benchmark: 1846.1643, usercpu_time_millis: 48.141, usercpu_time_millis_testing: 6.312, usercpu_time_millis_training: 41.829,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6935, f_measure: 0.7689, kappa: 0.0577, kb_relative_information_score: -2743.155, mean_absolute_error: 0.2605, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7998, predictive_accuracy: 0.8342, prior_entropy: 0.6541, recall: 0.8342, relative_absolute_error: 0.9301, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3601, root_relative_squared_error: 0.9621, scimark_benchmark: 1850.2875, usercpu_time_millis: 31.351, usercpu_time_millis_testing: 0.849, usercpu_time_millis_training: 30.502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.694, f_measure: 0.7618, kappa: 0.0278, kb_relative_information_score: -2406.0155, mean_absolute_error: 0.2607, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7965, predictive_accuracy: 0.8328, prior_entropy: 0.6541, recall: 0.8328, relative_absolute_error: 0.9306, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3605, root_relative_squared_error: 0.9633, scimark_benchmark: 1736.0521, usercpu_time_millis: 873.321, usercpu_time_millis_testing: 14.259, usercpu_time_millis_training: 859.062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6898, f_measure: 0.7582, kappa: 0.0126, kb_relative_information_score: -2506.5423, mean_absolute_error: 0.2627, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7915, predictive_accuracy: 0.832, prior_entropy: 0.6541, recall: 0.832, relative_absolute_error: 0.9377, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3616, root_relative_squared_error: 0.9662, scimark_benchmark: 1858.1494, usercpu_time_millis: 602.312, usercpu_time_millis_testing: 18.04, usercpu_time_millis_training: 584.272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6952, f_measure: 0.7642, kappa: 0.0376, kb_relative_information_score: -2284.9101, mean_absolute_error: 0.2603, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7952, predictive_accuracy: 0.8331, prior_entropy: 0.6541, recall: 0.8331, relative_absolute_error: 0.9292, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3602, root_relative_squared_error: 0.9624, scimark_benchmark: 1846.3057, usercpu_time_millis: 478.678, usercpu_time_millis_testing: 8.486, usercpu_time_millis_training: 470.192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6958, f_measure: 0.7614, kappa: 0.0261, kb_relative_information_score: -2349.9719, mean_absolute_error: 0.262, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8051, predictive_accuracy: 0.8331, prior_entropy: 0.6541, recall: 0.8331, relative_absolute_error: 0.9354, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3604, root_relative_squared_error: 0.9629, scimark_benchmark: 1849.3742, usercpu_time_millis: 59.552, usercpu_time_millis_testing: 1.697, usercpu_time_millis_training: 57.855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6841, f_measure: 0.7599, kappa: 0.0199, kb_relative_information_score: -2458.7953, mean_absolute_error: 0.2638, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7951, predictive_accuracy: 0.8324, prior_entropy: 0.6541, recall: 0.8324, relative_absolute_error: 0.9419, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3624, root_relative_squared_error: 0.9684, scimark_benchmark: 1839.7313, usercpu_time_millis: 125.331, usercpu_time_millis_testing: 4.365, usercpu_time_millis_training: 120.966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6935, f_measure: 0.77, kappa: 0.0624, kb_relative_information_score: -2303.5033, mean_absolute_error: 0.2598, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7968, predictive_accuracy: 0.8341, prior_entropy: 0.6541, recall: 0.8341, relative_absolute_error: 0.9274, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3602, root_relative_squared_error: 0.9624, scimark_benchmark: 1830.6283, usercpu_time_millis: 744.788, usercpu_time_millis_testing: 8.509, usercpu_time_millis_training: 736.279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6975, f_measure: 0.7675, kappa: 0.0517, kb_relative_information_score: -2222.4499, mean_absolute_error: 0.2598, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7991, predictive_accuracy: 0.8339, prior_entropy: 0.6541, recall: 0.8339, relative_absolute_error: 0.9276, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3596, root_relative_squared_error: 0.9609, scimark_benchmark: 1848.388, usercpu_time_millis: 610.422, usercpu_time_millis_testing: 13.177, usercpu_time_millis_training: 597.245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7551, kb_relative_information_score: -9.8196, mean_absolute_error: 0.2801, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3742, root_relative_squared_error: 1, scimark_benchmark: 1835.324, usercpu_time_millis: 45.356, usercpu_time_millis_testing: 7.817, usercpu_time_millis_training: 37.539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.681, f_measure: 0.7582, kappa: 0.0126, kb_relative_information_score: -2394.0185, mean_absolute_error: 0.2642, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7884, predictive_accuracy: 0.832, prior_entropy: 0.6541, recall: 0.832, relative_absolute_error: 0.9433, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3628, root_relative_squared_error: 0.9694, scimark_benchmark: 1850.8706, usercpu_time_millis: 44.087, usercpu_time_millis_testing: 0.813, usercpu_time_millis_training: 43.274,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6715, f_measure: 0.7551, kb_relative_information_score: -2916.7243, mean_absolute_error: 0.2707, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.9664, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3658, root_relative_squared_error: 0.9774, scimark_benchmark: 1853.3841, usercpu_time_millis: 108.637, usercpu_time_millis_testing: 7.341, usercpu_time_millis_training: 101.296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6961, f_measure: 0.7616, kappa: 0.0268, kb_relative_information_score: -2339.3667, mean_absolute_error: 0.2611, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7985, predictive_accuracy: 0.8328, prior_entropy: 0.6541, recall: 0.8328, relative_absolute_error: 0.9319, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3602, root_relative_squared_error: 0.9625, scimark_benchmark: 1846.3046, usercpu_time_millis: 635.915, usercpu_time_millis_testing: 16.743, usercpu_time_millis_training: 619.172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.7551, kb_relative_information_score: -5.1866, mean_absolute_error: 0.2801, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3742, root_relative_squared_error: 1, scimark_benchmark: 1843.2914, usercpu_time_millis: 16.881, usercpu_time_millis_testing: 2.661, usercpu_time_millis_training: 14.22,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6889, f_measure: 0.7572, kappa: 0.0086, kb_relative_information_score: -2475.2016, mean_absolute_error: 0.2634, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7794, predictive_accuracy: 0.8317, prior_entropy: 0.6541, recall: 0.8317, relative_absolute_error: 0.9403, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3618, root_relative_squared_error: 0.9667, scimark_benchmark: 1850.2875, usercpu_time_millis: 609.975, usercpu_time_millis_testing: 19.671, usercpu_time_millis_training: 590.304,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6652, f_measure: 0.7551, kappa: -0.0002, kb_relative_information_score: -3231.5882, mean_absolute_error: 0.2689, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8315, prior_entropy: 0.6541, recall: 0.8315, relative_absolute_error: 0.9598, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3656, root_relative_squared_error: 0.977, scimark_benchmark: 1837.7149, usercpu_time_millis: 284.423, usercpu_time_millis_testing: 9.533, usercpu_time_millis_training: 274.89,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.678, f_measure: 0.7551, kb_relative_information_score: -2551.2448, mean_absolute_error: 0.2656, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.948, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3634, root_relative_squared_error: 0.971, scimark_benchmark: 1847.4649, usercpu_time_millis: 344.236, usercpu_time_millis_testing: 11.603, usercpu_time_millis_training: 332.633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6905, f_measure: 0.7551, kb_relative_information_score: -2056.7614, mean_absolute_error: 0.2689, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.9601, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3634, root_relative_squared_error: 0.971, scimark_benchmark: 1843.7454, usercpu_time_millis: 10.389, usercpu_time_millis_testing: 0.492, usercpu_time_millis_training: 9.897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6314, f_measure: 0.7551, kb_relative_information_score: -2228.8447, mean_absolute_error: 0.2755, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.9836, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3698, root_relative_squared_error: 0.9881, scimark_benchmark: 1842.3188, usercpu_time_millis: 80.101, usercpu_time_millis_testing: 8.187, usercpu_time_millis_training: 71.914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6871, f_measure: 0.7576, kappa: 0.0102, kb_relative_information_score: -2475.7643, mean_absolute_error: 0.264, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8045, predictive_accuracy: 0.8322, prior_entropy: 0.6541, recall: 0.8322, relative_absolute_error: 0.9425, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3621, root_relative_squared_error: 0.9675, scimark_benchmark: 1845.3986, usercpu_time_millis: 208.392, usercpu_time_millis_testing: 7.714, usercpu_time_millis_training: 200.678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.621, f_measure: 0.766, kappa: 0.0477, kb_relative_information_score: -4062.4378, mean_absolute_error: 0.26, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7617, predictive_accuracy: 0.8276, prior_entropy: 0.6541, recall: 0.8276, relative_absolute_error: 0.9282, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3746, root_relative_squared_error: 1.001, scimark_benchmark: 1847.2753, usercpu_time_millis: 24.26, usercpu_time_millis_testing: 24.194, usercpu_time_millis_training: 0.066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6236, f_measure: 0.7646, kappa: 0.0412, kb_relative_information_score: -3913.2756, mean_absolute_error: 0.2604, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.763, predictive_accuracy: 0.8287, prior_entropy: 0.6541, recall: 0.8287, relative_absolute_error: 0.9298, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3734, root_relative_squared_error: 0.9978, scimark_benchmark: 1848.388, usercpu_time_millis: 24.522, usercpu_time_millis_testing: 24.335, usercpu_time_millis_training: 0.187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6236, f_measure: 0.7646, kappa: 0.0412, kb_relative_information_score: -3913.2756, mean_absolute_error: 0.2604, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.763, predictive_accuracy: 0.8287, prior_entropy: 0.6541, recall: 0.8287, relative_absolute_error: 0.9298, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3734, root_relative_squared_error: 0.9978, scimark_benchmark: 1845.779, usercpu_time_millis: 24.588, usercpu_time_millis_testing: 24.395, usercpu_time_millis_training: 0.193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.625, f_measure: 0.7635, kappa: 0.0359, kb_relative_information_score: -3833.9523, mean_absolute_error: 0.2607, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7626, predictive_accuracy: 0.8291, prior_entropy: 0.6541, recall: 0.8291, relative_absolute_error: 0.9307, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3728, root_relative_squared_error: 0.9961, scimark_benchmark: 1849.2344, usercpu_time_millis: 24.883, usercpu_time_millis_testing: 24.819, usercpu_time_millis_training: 0.064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6157, f_measure: 0.7681, kappa: 0.059, kb_relative_information_score: -4398.0346, mean_absolute_error: 0.2591, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7594, predictive_accuracy: 0.8249, prior_entropy: 0.6541, recall: 0.8249, relative_absolute_error: 0.925, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3775, root_relative_squared_error: 1.0088, scimark_benchmark: 1847.7335, usercpu_time_millis: 23.631, usercpu_time_millis_testing: 23.564, usercpu_time_millis_training: 0.067,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5797, f_measure: 0.746, kappa: 0.0862, kb_relative_information_score: -6230.8892, mean_absolute_error: 0.2547, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7441, predictive_accuracy: 0.748, prior_entropy: 0.6541, recall: 0.748, relative_absolute_error: 0.9094, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.4228, root_relative_squared_error: 1.1299, scimark_benchmark: 1855.0232, usercpu_time_millis: 21.113, usercpu_time_millis_testing: 21.051, usercpu_time_millis_training: 0.062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5919, f_measure: 0.7681, kappa: 0.0964, kb_relative_information_score: -6102.98, mean_absolute_error: 0.2556, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.751, predictive_accuracy: 0.7962, prior_entropy: 0.6541, recall: 0.7962, relative_absolute_error: 0.9126, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.4046, root_relative_squared_error: 1.0811, scimark_benchmark: 1847.8034, usercpu_time_millis: 21.624, usercpu_time_millis_testing: 21.563, usercpu_time_millis_training: 0.061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6236, f_measure: 0.7646, kappa: 0.0412, kb_relative_information_score: -3913.2756, mean_absolute_error: 0.2604, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.763, predictive_accuracy: 0.8287, prior_entropy: 0.6541, recall: 0.8287, relative_absolute_error: 0.9298, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3734, root_relative_squared_error: 0.9978, scimark_benchmark: 1851.8567, usercpu_time_millis: 24.653, usercpu_time_millis_testing: 24.454, usercpu_time_millis_training: 0.199,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5605, f_measure: 0.746, kappa: 0.0862, kb_relative_information_score: -4115.2802, mean_absolute_error: 0.2531, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7441, predictive_accuracy: 0.7481, prior_entropy: 0.6541, recall: 0.7481, relative_absolute_error: 0.9036, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.4653, root_relative_squared_error: 1.2433, scimark_benchmark: 1846.2342, usercpu_time_millis: 20.721, usercpu_time_millis_testing: 20.653, usercpu_time_millis_training: 0.068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5605, f_measure: 0.746, kappa: 0.0862, kb_relative_information_score: -4115.2802, mean_absolute_error: 0.2531, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7441, predictive_accuracy: 0.7481, prior_entropy: 0.6541, recall: 0.7481, relative_absolute_error: 0.9036, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.4653, root_relative_squared_error: 1.2433, scimark_benchmark: 1845.3208, usercpu_time_millis: 20.674, usercpu_time_millis_testing: 20.607, usercpu_time_millis_training: 0.067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.603, f_measure: 0.7712, kappa: 0.0849, kb_relative_information_score: -5425.9609, mean_absolute_error: 0.257, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.755, predictive_accuracy: 0.8139, prior_entropy: 0.6541, recall: 0.8139, relative_absolute_error: 0.9176, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3885, root_relative_squared_error: 1.038, scimark_benchmark: 1846.6923, usercpu_time_millis: 22.171, usercpu_time_millis_testing: 22.112, usercpu_time_millis_training: 0.059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.607, f_measure: 0.7709, kappa: 0.0784, kb_relative_information_score: -5046.1477, mean_absolute_error: 0.2576, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7561, predictive_accuracy: 0.8177, prior_entropy: 0.6541, recall: 0.8177, relative_absolute_error: 0.9196, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3843, root_relative_squared_error: 1.0269, scimark_benchmark: 1850.9434, usercpu_time_millis: 22.622, usercpu_time_millis_testing: 22.557, usercpu_time_millis_training: 0.065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5919, f_measure: 0.7681, kappa: 0.0964, kb_relative_information_score: -6102.98, mean_absolute_error: 0.2556, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.751, predictive_accuracy: 0.7962, prior_entropy: 0.6541, recall: 0.7962, relative_absolute_error: 0.9126, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.4046, root_relative_squared_error: 1.0811, scimark_benchmark: 1849.8294, usercpu_time_millis: 21.627, usercpu_time_millis_testing: 21.567, usercpu_time_millis_training: 0.06,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6979, f_measure: 0.7709, kappa: 0.0661, kb_relative_information_score: -1920.2815, mean_absolute_error: 0.2574, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8022, predictive_accuracy: 0.8348, prior_entropy: 0.6541, recall: 0.8348, relative_absolute_error: 0.9191, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3593, root_relative_squared_error: 0.96, scimark_benchmark: 1293.0165, usercpu_time_millis: 11303.563, usercpu_time_millis_testing: 108.368, usercpu_time_millis_training: 11195.195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5886, f_measure: 0.7569, kappa: 0.0074, kb_relative_information_score: 158.4573, mean_absolute_error: 0.2787, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8204, predictive_accuracy: 0.8321, prior_entropy: 0.6541, recall: 0.8321, relative_absolute_error: 0.9948, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3732, root_relative_squared_error: 0.9971, scimark_benchmark: 1285.0033, usercpu_time_millis: 8336.403, usercpu_time_millis_testing: 25.468, usercpu_time_millis_training: 8310.935,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5695, f_measure: 0.7573, kappa: 0.0088, kb_relative_information_score: -156.3296, mean_absolute_error: 0.2782, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7904, predictive_accuracy: 0.8319, prior_entropy: 0.6541, recall: 0.8319, relative_absolute_error: 0.9932, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.373, root_relative_squared_error: 0.9968, scimark_benchmark: 1291.8827, usercpu_time_millis: 16668.349, usercpu_time_millis_testing: 29.959, usercpu_time_millis_training: 16638.39,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7013, f_measure: 0.7706, kappa: 0.0646, kb_relative_information_score: -1800.077, mean_absolute_error: 0.2574, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8041, predictive_accuracy: 0.835, prior_entropy: 0.6541, recall: 0.835, relative_absolute_error: 0.9188, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3585, root_relative_squared_error: 0.958, scimark_benchmark: 1274.8117, usercpu_time_millis: 7946.421, usercpu_time_millis_testing: 106.114, usercpu_time_millis_training: 7840.307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5351, f_measure: 0.7559, kappa: 0.0031, kb_relative_information_score: 92.4248, mean_absolute_error: 0.2795, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8286, predictive_accuracy: 0.8318, prior_entropy: 0.6541, recall: 0.8318, relative_absolute_error: 0.9978, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3739, root_relative_squared_error: 0.9991, scimark_benchmark: 1267.2738, usercpu_time_millis: 1876.489, usercpu_time_millis_testing: 12.035, usercpu_time_millis_training: 1864.454,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7011, f_measure: 0.7689, kappa: 0.0576, kb_relative_information_score: -1793.2814, mean_absolute_error: 0.2582, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8019, predictive_accuracy: 0.8344, prior_entropy: 0.6541, recall: 0.8344, relative_absolute_error: 0.9216, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3588, root_relative_squared_error: 0.9588, scimark_benchmark: 1293.9079, usercpu_time_millis: 5108.278, usercpu_time_millis_testing: 57.144, usercpu_time_millis_training: 5051.134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7002, f_measure: 0.7673, kappa: 0.0506, kb_relative_information_score: -1794.1839, mean_absolute_error: 0.2591, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8003, predictive_accuracy: 0.834, prior_entropy: 0.6541, recall: 0.834, relative_absolute_error: 0.9248, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3593, root_relative_squared_error: 0.96, scimark_benchmark: 1294.178, usercpu_time_millis: 7416.471, usercpu_time_millis_testing: 105.551, usercpu_time_millis_training: 7310.92,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6926, f_measure: 0.7783, kappa: 0.0982, kb_relative_information_score: -2946.8751, mean_absolute_error: 0.2589, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8001, predictive_accuracy: 0.8357, prior_entropy: 0.6541, recall: 0.8357, relative_absolute_error: 0.9241, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3599, root_relative_squared_error: 0.9617, scimark_benchmark: 1266.6343, usercpu_time_millis: 6361.217, usercpu_time_millis_testing: 52.537, usercpu_time_millis_training: 6308.68,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7074, f_measure: 0.7625, kappa: 0.0306, kb_relative_information_score: -1482.5822, mean_absolute_error: 0.2647, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8333, predictive_accuracy: 0.8342, prior_entropy: 0.6541, recall: 0.8342, relative_absolute_error: 0.945, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3595, root_relative_squared_error: 0.9607, scimark_benchmark: 1268.4936, usercpu_time_millis: 392.187, usercpu_time_millis_testing: 20.181, usercpu_time_millis_training: 372.006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.702, f_measure: 0.7678, kappa: 0.0526, kb_relative_information_score: -1768.4163, mean_absolute_error: 0.259, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8047, predictive_accuracy: 0.8344, prior_entropy: 0.6541, recall: 0.8344, relative_absolute_error: 0.9246, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3588, root_relative_squared_error: 0.9588, scimark_benchmark: 1269.3786, usercpu_time_millis: 2952.462, usercpu_time_millis_testing: 55.39, usercpu_time_millis_training: 2897.072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6951, f_measure: 0.7686, kappa: 0.0565, kb_relative_information_score: -2005.2985, mean_absolute_error: 0.2585, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.796, predictive_accuracy: 0.8338, prior_entropy: 0.6541, recall: 0.8338, relative_absolute_error: 0.9229, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3601, root_relative_squared_error: 0.9621, scimark_benchmark: 1297.5788, usercpu_time_millis: 4838.29, usercpu_time_millis_testing: 44.903, usercpu_time_millis_training: 4793.387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7029, f_measure: 0.7705, kappa: 0.0643, kb_relative_information_score: -1856.9931, mean_absolute_error: 0.2579, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8053, predictive_accuracy: 0.8351, prior_entropy: 0.6541, recall: 0.8351, relative_absolute_error: 0.9208, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3581, root_relative_squared_error: 0.957, scimark_benchmark: 1277.2215, usercpu_time_millis: 6644.263, usercpu_time_millis_testing: 105.511, usercpu_time_millis_training: 6538.752,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6753, f_measure: 0.774, kappa: 0.0795, kb_relative_information_score: -3746.4803, mean_absolute_error: 0.2621, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7966, predictive_accuracy: 0.8346, prior_entropy: 0.6541, recall: 0.8346, relative_absolute_error: 0.9358, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3632, root_relative_squared_error: 0.9705, scimark_benchmark: 1261.5664, usercpu_time_millis: 41.324, usercpu_time_millis_testing: 2.667, usercpu_time_millis_training: 38.657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7035, f_measure: 0.7707, kappa: 0.0647, kb_relative_information_score: -1951.8515, mean_absolute_error: 0.2585, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8091, predictive_accuracy: 0.8354, prior_entropy: 0.6541, recall: 0.8354, relative_absolute_error: 0.9229, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.358, root_relative_squared_error: 0.9567, scimark_benchmark: 1256.6305, usercpu_time_millis: 2908.649, usercpu_time_millis_testing: 65.732, usercpu_time_millis_training: 2842.917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6943, f_measure: 0.7774, kappa: 0.0942, kb_relative_information_score: -2176.9032, mean_absolute_error: 0.2556, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8015, predictive_accuracy: 0.8358, prior_entropy: 0.6541, recall: 0.8358, relative_absolute_error: 0.9124, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3594, root_relative_squared_error: 0.9604, scimark_benchmark: 1218.8929, usercpu_time_millis: 2721.681, usercpu_time_millis_testing: 31.188, usercpu_time_millis_training: 2690.493,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7004, f_measure: 0.7713, kappa: 0.0674, kb_relative_information_score: -1871.7576, mean_absolute_error: 0.2575, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8052, predictive_accuracy: 0.8352, prior_entropy: 0.6541, recall: 0.8352, relative_absolute_error: 0.9193, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3587, root_relative_squared_error: 0.9585, scimark_benchmark: 1294.7462, usercpu_time_millis: 7509.785, usercpu_time_millis_testing: 81.146, usercpu_time_millis_training: 7428.639,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7061, f_measure: 0.7608, kappa: 0.0236, kb_relative_information_score: -1640.2012, mean_absolute_error: 0.2656, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8264, predictive_accuracy: 0.8335, prior_entropy: 0.6541, recall: 0.8335, relative_absolute_error: 0.9483, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.36, root_relative_squared_error: 0.9621, scimark_benchmark: 1284.1298, usercpu_time_millis: 1420.607, usercpu_time_millis_testing: 95.595, usercpu_time_millis_training: 1325.012,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6962, f_measure: 0.766, kappa: 0.0454, kb_relative_information_score: -1854.5134, mean_absolute_error: 0.2606, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8003, predictive_accuracy: 0.8338, prior_entropy: 0.6541, recall: 0.8338, relative_absolute_error: 0.9303, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3601, root_relative_squared_error: 0.9622, scimark_benchmark: 1283.8727, usercpu_time_millis: 1262.765, usercpu_time_millis_testing: 24.937, usercpu_time_millis_training: 1237.828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6975, f_measure: 0.7551, kb_relative_information_score: -1704.3164, mean_absolute_error: 0.2681, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.957, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3626, root_relative_squared_error: 0.9688, scimark_benchmark: 1291.3559, usercpu_time_millis: 1015.782, usercpu_time_millis_testing: 67.934, usercpu_time_millis_training: 947.848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.695, f_measure: 0.7778, kappa: 0.0957, kb_relative_information_score: -3780.9575, mean_absolute_error: 0.2639, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8022, predictive_accuracy: 0.836, prior_entropy: 0.6541, recall: 0.836, relative_absolute_error: 0.9422, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3595, root_relative_squared_error: 0.9607, scimark_benchmark: 1271.1125, usercpu_time_millis: 2242.349, usercpu_time_millis_testing: 45.018, usercpu_time_millis_training: 2197.331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6977, f_measure: 0.7664, kappa: 0.0468, kb_relative_information_score: -1806.5033, mean_absolute_error: 0.26, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7982, predictive_accuracy: 0.8337, prior_entropy: 0.6541, recall: 0.8337, relative_absolute_error: 0.9282, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3598, root_relative_squared_error: 0.9614, scimark_benchmark: 1277.2169, usercpu_time_millis: 3146.766, usercpu_time_millis_testing: 54.625, usercpu_time_millis_training: 3092.141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7048, f_measure: 0.7709, kappa: 0.0659, kb_relative_information_score: -2015.6567, mean_absolute_error: 0.2584, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8089, predictive_accuracy: 0.8355, prior_entropy: 0.6541, recall: 0.8355, relative_absolute_error: 0.9226, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3576, root_relative_squared_error: 0.9555, scimark_benchmark: 1276.1534, usercpu_time_millis: 1324.734, usercpu_time_millis_testing: 39.589, usercpu_time_millis_training: 1285.145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6965, f_measure: 0.7654, kappa: 0.0427, kb_relative_information_score: -1875.9519, mean_absolute_error: 0.2616, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8083, predictive_accuracy: 0.8341, prior_entropy: 0.6541, recall: 0.8341, relative_absolute_error: 0.9337, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3601, root_relative_squared_error: 0.9621, scimark_benchmark: 1293.6308, usercpu_time_millis: 1880.133, usercpu_time_millis_testing: 71.309, usercpu_time_millis_training: 1808.824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6984, f_measure: 0.7764, kappa: 0.0894, kb_relative_information_score: -2399.6693, mean_absolute_error: 0.2586, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8053, predictive_accuracy: 0.8362, prior_entropy: 0.6541, recall: 0.8362, relative_absolute_error: 0.923, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3584, root_relative_squared_error: 0.9578, scimark_benchmark: 1261.573, usercpu_time_millis: 225.524, usercpu_time_millis_testing: 6.862, usercpu_time_millis_training: 218.662,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6899, f_measure: 0.7612, kappa: 0.025, kb_relative_information_score: -2130.6052, mean_absolute_error: 0.2634, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8063, predictive_accuracy: 0.833, prior_entropy: 0.6541, recall: 0.833, relative_absolute_error: 0.9402, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3613, root_relative_squared_error: 0.9654, scimark_benchmark: 1279.8072, usercpu_time_millis: 233.878, usercpu_time_millis_testing: 10.03, usercpu_time_millis_training: 223.848,

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