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: 0.6626, f_measure: 0.7801, kappa: 0.1141, kb_relative_information_score: -4315.0406, mean_absolute_error: 0.2603, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7753, predictive_accuracy: 0.8266, prior_entropy: 0.6541, recall: 0.8266, relative_absolute_error: 0.9293, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3695, root_relative_squared_error: 0.9874, scimark_benchmark: 1836.1651, usercpu_time_millis: 47.738, usercpu_time_millis_testing: 1.037, usercpu_time_millis_training: 46.701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6576, f_measure: 0.7551, kb_relative_information_score: -2555.1744, 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: 0.3681, root_relative_squared_error: 0.9835, scimark_benchmark: 1851.4874, usercpu_time_millis: 15.818, usercpu_time_millis_testing: 0.984, usercpu_time_millis_training: 14.834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.7551, kb_relative_information_score: 2.1145, 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: 1744.9048, usercpu_time_millis: 38.869, usercpu_time_millis_testing: 6.761, usercpu_time_millis_training: 32.108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6456, f_measure: 0.777, kappa: 0.1029, kb_relative_information_score: -5444.2552, mean_absolute_error: 0.2619, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7678, predictive_accuracy: 0.8229, prior_entropy: 0.6541, recall: 0.8229, relative_absolute_error: 0.9349, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3752, root_relative_squared_error: 1.0026, scimark_benchmark: 1716.9359, usercpu_time_millis: 10.993, usercpu_time_millis_testing: 0.447, usercpu_time_millis_training: 10.546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6652, f_measure: 0.7551, kb_relative_information_score: -2265.0408, 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: 0.3679, root_relative_squared_error: 0.983, scimark_benchmark: 1785.9783, usercpu_time_millis: 120.88, usercpu_time_millis_testing: 11.741, usercpu_time_millis_training: 109.139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.7551, kb_relative_information_score: -29.3622, 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: 1.0001, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3742, root_relative_squared_error: 1, scimark_benchmark: 1829.632, usercpu_time_millis: 6.189, usercpu_time_millis_testing: 0.364, usercpu_time_millis_training: 5.825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6919, f_measure: 0.7724, kappa: 0.0726, kb_relative_information_score: -2662.2708, mean_absolute_error: 0.2603, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.801, predictive_accuracy: 0.835, prior_entropy: 0.6541, recall: 0.835, relative_absolute_error: 0.9294, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3601, root_relative_squared_error: 0.9622, scimark_benchmark: 1836.6789, usercpu_time_millis: 48.31, usercpu_time_millis_testing: 1.806, usercpu_time_millis_training: 46.504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.656, f_measure: 0.7551, kb_relative_information_score: -2704.0698, 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: 0.3683, root_relative_squared_error: 0.984, scimark_benchmark: 1831.7266, usercpu_time_millis: 82.608, usercpu_time_millis_testing: 6.94, usercpu_time_millis_training: 75.668,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6954, f_measure: 0.7553, kappa: 0.0007, kb_relative_information_score: -1862.0071, mean_absolute_error: 0.2676, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8179, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.9553, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3623, root_relative_squared_error: 0.9681, scimark_benchmark: 1839.2203, usercpu_time_millis: 17.881, usercpu_time_millis_testing: 0.724, usercpu_time_millis_training: 17.157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6479, f_measure: 0.7551, kb_relative_information_score: -1707.1183, mean_absolute_error: 0.2761, 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: 0.9857, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3699, root_relative_squared_error: 0.9885, scimark_benchmark: 1835.6541, usercpu_time_millis: 77.257, usercpu_time_millis_testing: 7.842, usercpu_time_millis_training: 69.415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7551, kb_relative_information_score: -10.4726, 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: 1727.8941, usercpu_time_millis: 49.698, usercpu_time_millis_testing: 8.085, usercpu_time_millis_training: 41.613,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7551, kb_relative_information_score: -19.6782, 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: 1.0001, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3742, root_relative_squared_error: 1, scimark_benchmark: 1854.5582, usercpu_time_millis: 35.414, usercpu_time_millis_testing: 4.244, usercpu_time_millis_training: 31.17,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6231, f_measure: 0.7551, kb_relative_information_score: -2234.3422, mean_absolute_error: 0.2759, 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: 0.985, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3701, root_relative_squared_error: 0.9888, scimark_benchmark: 1835.6541, usercpu_time_millis: 67.735, usercpu_time_millis_testing: 4.139, usercpu_time_millis_training: 63.596,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6592, f_measure: 0.7551, kb_relative_information_score: -2519.6737, 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: 0.9779, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3681, root_relative_squared_error: 0.9837, scimark_benchmark: 1723.8588, usercpu_time_millis: 68.811, usercpu_time_millis_testing: 5.193, usercpu_time_millis_training: 63.618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.675, f_measure: 0.7551, kb_relative_information_score: -2376.2592, mean_absolute_error: 0.2714, 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: 0.969, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3659, root_relative_squared_error: 0.9777, scimark_benchmark: 1846.3769, usercpu_time_millis: 40.657, usercpu_time_millis_testing: 2.395, usercpu_time_millis_training: 38.262,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6168, f_measure: 0.7551, kb_relative_information_score: -2810.6782, mean_absolute_error: 0.2761, 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: 0.9858, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3706, root_relative_squared_error: 0.9902, scimark_benchmark: 1841.6688, usercpu_time_millis: 95.396, usercpu_time_millis_testing: 7.372, usercpu_time_millis_training: 88.024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6378, f_measure: 0.7551, kb_relative_information_score: -3966.32, mean_absolute_error: 0.2725, 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: 0.9727, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3686, root_relative_squared_error: 0.9848, scimark_benchmark: 1827.5308, usercpu_time_millis: 37.735, usercpu_time_millis_testing: 2.935, usercpu_time_millis_training: 34.8,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6157, f_measure: 0.7551, kb_relative_information_score: -2760.5102, mean_absolute_error: 0.2762, 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: 0.986, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3706, root_relative_squared_error: 0.9903, scimark_benchmark: 1837.345, usercpu_time_millis: 74.64, usercpu_time_millis_testing: 4.749, usercpu_time_millis_training: 69.891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7551, kb_relative_information_score: -4.8222, 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: 1833.3436, usercpu_time_millis: 86.791, usercpu_time_millis_testing: 7.764, usercpu_time_millis_training: 79.027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6714, f_measure: 0.7551, kb_relative_information_score: -3056.5203, mean_absolute_error: 0.2675, 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: 0.9549, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3645, root_relative_squared_error: 0.9741, scimark_benchmark: 1725.8551, usercpu_time_millis: 85.16, usercpu_time_millis_testing: 2.357, usercpu_time_millis_training: 82.803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7551, kb_relative_information_score: -20.0248, 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: 1.0001, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3742, root_relative_squared_error: 1, scimark_benchmark: 1847.3406, usercpu_time_millis: 3.032, usercpu_time_millis_testing: 0.286, usercpu_time_millis_training: 2.746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6929, f_measure: 0.7707, kappa: 0.0652, kb_relative_information_score: -2353.6266, mean_absolute_error: 0.2586, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8012, predictive_accuracy: 0.8347, prior_entropy: 0.6541, recall: 0.8347, relative_absolute_error: 0.923, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3601, root_relative_squared_error: 0.9622, scimark_benchmark: 1851.4874, usercpu_time_millis: 88.773, usercpu_time_millis_testing: 1.036, usercpu_time_millis_training: 87.737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6816, f_measure: 0.7573, kappa: 0.0091, kb_relative_information_score: -2427.9142, mean_absolute_error: 0.2643, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7755, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.9436, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3628, root_relative_squared_error: 0.9693, scimark_benchmark: 1832.1735, usercpu_time_millis: 71.794, usercpu_time_millis_testing: 1.152, usercpu_time_millis_training: 70.642,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7004, f_measure: 0.766, kappa: 0.0452, kb_relative_information_score: -2024.1472, mean_absolute_error: 0.2607, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8018, predictive_accuracy: 0.8339, prior_entropy: 0.6541, recall: 0.8339, relative_absolute_error: 0.9307, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3592, root_relative_squared_error: 0.9598, scimark_benchmark: 1822.7526, usercpu_time_millis: 57.14, usercpu_time_millis_testing: 1.47, usercpu_time_millis_training: 55.67,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6872, f_measure: 0.7699, kappa: 0.0621, kb_relative_information_score: -4075.8381, mean_absolute_error: 0.2664, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7952, predictive_accuracy: 0.8339, prior_entropy: 0.6541, recall: 0.8339, relative_absolute_error: 0.9509, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3612, root_relative_squared_error: 0.9653, scimark_benchmark: 1844.6587, usercpu_time_millis: 81.317, usercpu_time_millis_testing: 2.756, usercpu_time_millis_training: 78.561,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6838, f_measure: 0.7757, kappa: 0.0881, kb_relative_information_score: -3859.9174, mean_absolute_error: 0.2625, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7891, predictive_accuracy: 0.8333, prior_entropy: 0.6541, recall: 0.8333, relative_absolute_error: 0.9372, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3625, root_relative_squared_error: 0.9686, scimark_benchmark: 1856.757, usercpu_time_millis: 77.871, usercpu_time_millis_testing: 2.151, usercpu_time_millis_training: 75.72,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6593, f_measure: 0.7551, kb_relative_information_score: -2936.1723, mean_absolute_error: 0.2732, 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: 0.9755, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3678, root_relative_squared_error: 0.9828, scimark_benchmark: 1844.7258, usercpu_time_millis: 49.59, usercpu_time_millis_testing: 3.898, usercpu_time_millis_training: 45.692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6446, f_measure: 0.7551, kb_relative_information_score: -3703.5502, mean_absolute_error: 0.2727, 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: 0.9734, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3683, root_relative_squared_error: 0.984, scimark_benchmark: 1836.6789, usercpu_time_millis: 36.486, usercpu_time_millis_testing: 1.666, usercpu_time_millis_training: 34.82,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6523, f_measure: 0.7551, kb_relative_information_score: -1072.6097, mean_absolute_error: 0.2774, 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: 0.9903, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.371, root_relative_squared_error: 0.9915, scimark_benchmark: 1728.4118, usercpu_time_millis: 62.173, usercpu_time_millis_testing: 9.091, usercpu_time_millis_training: 53.082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.7551, kb_relative_information_score: -22.1384, 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: 1836.1651, usercpu_time_millis: 19.126, usercpu_time_millis_testing: 2.996, usercpu_time_millis_training: 16.13,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.694, f_measure: 0.7588, kappa: 0.0152, kb_relative_information_score: -2340.6687, mean_absolute_error: 0.2629, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8018, predictive_accuracy: 0.8324, prior_entropy: 0.6541, recall: 0.8324, relative_absolute_error: 0.9386, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.361, root_relative_squared_error: 0.9646, scimark_benchmark: 1836.6789, usercpu_time_millis: 56.217, usercpu_time_millis_testing: 1.394, usercpu_time_millis_training: 54.823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6899, f_measure: 0.7551, kb_relative_information_score: -1986.5804, mean_absolute_error: 0.2694, 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: 0.9616, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3638, root_relative_squared_error: 0.9721, scimark_benchmark: 1839.1431, usercpu_time_millis: 35.965, usercpu_time_millis_testing: 1.638, usercpu_time_millis_training: 34.327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6519, f_measure: 0.7551, kb_relative_information_score: -3518.9713, mean_absolute_error: 0.2726, 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: 0.9733, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3679, root_relative_squared_error: 0.983, scimark_benchmark: 1831.1542, usercpu_time_millis: 14.119, usercpu_time_millis_testing: 0.746, usercpu_time_millis_training: 13.373,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6578, f_measure: 0.7794, kappa: 0.1107, kb_relative_information_score: -4978.193, mean_absolute_error: 0.263, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7743, predictive_accuracy: 0.8264, prior_entropy: 0.6541, recall: 0.8264, relative_absolute_error: 0.939, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3707, root_relative_squared_error: 0.9906, scimark_benchmark: 1844.9435, usercpu_time_millis: 48.571, usercpu_time_millis_testing: 0.812, usercpu_time_millis_training: 47.759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.7551, kb_relative_information_score: -0.6156, 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: 1839.7313, usercpu_time_millis: 45.62, usercpu_time_millis_testing: 7.856, usercpu_time_millis_training: 37.764,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6848, f_measure: 0.7581, kappa: 0.0123, kb_relative_information_score: -2438.6749, mean_absolute_error: 0.2634, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7833, predictive_accuracy: 0.8318, prior_entropy: 0.6541, recall: 0.8318, relative_absolute_error: 0.9405, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3624, root_relative_squared_error: 0.9682, scimark_benchmark: 1729.8797, usercpu_time_millis: 538.474, usercpu_time_millis_testing: 14.824, usercpu_time_millis_training: 523.65,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6938, f_measure: 0.7678, kappa: 0.0528, kb_relative_information_score: -2539.8835, mean_absolute_error: 0.261, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7976, predictive_accuracy: 0.8338, prior_entropy: 0.6541, recall: 0.8338, relative_absolute_error: 0.9317, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3601, root_relative_squared_error: 0.9622, scimark_benchmark: 1717.3332, usercpu_time_millis: 525.918, usercpu_time_millis_testing: 13.143, usercpu_time_millis_training: 512.775,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.697, f_measure: 0.7645, kappa: 0.039, kb_relative_information_score: -2229.0835, mean_absolute_error: 0.2604, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7996, predictive_accuracy: 0.8334, prior_entropy: 0.6541, recall: 0.8334, relative_absolute_error: 0.9295, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3598, root_relative_squared_error: 0.9615, scimark_benchmark: 1740.1251, usercpu_time_millis: 494.793, usercpu_time_millis_testing: 11.588, usercpu_time_millis_training: 483.205,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6858, f_measure: 0.7585, kappa: 0.0141, kb_relative_information_score: -2649.3963, mean_absolute_error: 0.2629, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7762, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.9384, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3623, root_relative_squared_error: 0.968, scimark_benchmark: 1718.7437, usercpu_time_millis: 505.495, usercpu_time_millis_testing: 9.947, usercpu_time_millis_training: 495.548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6914, f_measure: 0.7602, kappa: 0.021, kb_relative_information_score: -2444.7986, mean_absolute_error: 0.2624, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7988, predictive_accuracy: 0.8326, prior_entropy: 0.6541, recall: 0.8326, relative_absolute_error: 0.9369, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3613, root_relative_squared_error: 0.9653, scimark_benchmark: 1715.8264, usercpu_time_millis: 499.975, usercpu_time_millis_testing: 18.501, usercpu_time_millis_training: 481.474,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6876, f_measure: 0.7587, kappa: 0.0148, kb_relative_information_score: -2471.5701, mean_absolute_error: 0.263, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7933, predictive_accuracy: 0.8322, prior_entropy: 0.6541, recall: 0.8322, relative_absolute_error: 0.9388, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3619, root_relative_squared_error: 0.967, scimark_benchmark: 1724.0704, usercpu_time_millis: 475.319, usercpu_time_millis_testing: 13.939, usercpu_time_millis_training: 461.38,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6923, f_measure: 0.7712, kappa: 0.0677, kb_relative_information_score: -2345.6328, mean_absolute_error: 0.2593, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7953, predictive_accuracy: 0.8341, prior_entropy: 0.6541, recall: 0.8341, relative_absolute_error: 0.9258, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3605, root_relative_squared_error: 0.9632, scimark_benchmark: 1843.8403, usercpu_time_millis: 472.891, usercpu_time_millis_testing: 4.456, usercpu_time_millis_training: 468.435,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6977, f_measure: 0.7588, kappa: 0.0152, kb_relative_information_score: -2217.9976, mean_absolute_error: 0.2632, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8107, predictive_accuracy: 0.8326, prior_entropy: 0.6541, recall: 0.8326, relative_absolute_error: 0.9396, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3604, root_relative_squared_error: 0.9631, scimark_benchmark: 1719.9254, usercpu_time_millis: 450.721, usercpu_time_millis_testing: 20.407, usercpu_time_millis_training: 430.314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6959, f_measure: 0.7551, kappa: -0.0001, kb_relative_information_score: -1827.3103, mean_absolute_error: 0.2677, 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: 0.9558, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3624, root_relative_squared_error: 0.9684, scimark_benchmark: 1719.3882, usercpu_time_millis: 443.315, usercpu_time_millis_testing: 23.18, usercpu_time_millis_training: 420.135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6974, f_measure: 0.7614, kappa: 0.0261, kb_relative_information_score: -2223.568, mean_absolute_error: 0.2612, 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: 0.9326, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.36, root_relative_squared_error: 0.9621, scimark_benchmark: 1842.5658, usercpu_time_millis: 462.973, usercpu_time_millis_testing: 14.202, usercpu_time_millis_training: 448.771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6993, f_measure: 0.7606, kappa: 0.0228, kb_relative_information_score: -2094.0856, mean_absolute_error: 0.2622, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8124, predictive_accuracy: 0.8331, prior_entropy: 0.6541, recall: 0.8331, relative_absolute_error: 0.9359, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3599, root_relative_squared_error: 0.9616, scimark_benchmark: 1710.3311, usercpu_time_millis: 450.925, usercpu_time_millis_testing: 16.873, usercpu_time_millis_training: 434.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6894, f_measure: 0.7586, kappa: 0.0145, kb_relative_information_score: -2578.3486, mean_absolute_error: 0.262, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7785, predictive_accuracy: 0.8317, prior_entropy: 0.6541, recall: 0.8317, relative_absolute_error: 0.9355, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3618, root_relative_squared_error: 0.9667, scimark_benchmark: 1822.697, usercpu_time_millis: 412.553, usercpu_time_millis_testing: 5.501, usercpu_time_millis_training: 407.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6895, f_measure: 0.758, kappa: 0.0121, kb_relative_information_score: -2468.2212, mean_absolute_error: 0.2626, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7891, predictive_accuracy: 0.832, prior_entropy: 0.6541, recall: 0.832, relative_absolute_error: 0.9373, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3616, root_relative_squared_error: 0.9663, scimark_benchmark: 1725.078, usercpu_time_millis: 408.598, usercpu_time_millis_testing: 9.698, usercpu_time_millis_training: 398.9,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6884, f_measure: 0.7697, kappa: 0.0613, kb_relative_information_score: -3362.1627, mean_absolute_error: 0.2631, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7956, predictive_accuracy: 0.8339, prior_entropy: 0.6541, recall: 0.8339, relative_absolute_error: 0.9393, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3609, root_relative_squared_error: 0.9644, scimark_benchmark: 786.6499, usercpu_time_millis: 427.323, usercpu_time_millis_testing: 6.681, usercpu_time_millis_training: 420.642,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6888, f_measure: 0.7585, kappa: 0.0139, kb_relative_information_score: -2465.7326, mean_absolute_error: 0.2634, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7958, predictive_accuracy: 0.8322, prior_entropy: 0.6541, recall: 0.8322, relative_absolute_error: 0.9403, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3617, root_relative_squared_error: 0.9666, scimark_benchmark: 1733.5505, usercpu_time_millis: 401.875, usercpu_time_millis_testing: 15.945, usercpu_time_millis_training: 385.93,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6877, f_measure: 0.7583, kappa: 0.0132, kb_relative_information_score: -2538.0293, mean_absolute_error: 0.2629, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7845, predictive_accuracy: 0.8319, prior_entropy: 0.6541, recall: 0.8319, relative_absolute_error: 0.9386, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3619, root_relative_squared_error: 0.9671, scimark_benchmark: 1840.7014, usercpu_time_millis: 365.25, usercpu_time_millis_testing: 10.114, usercpu_time_millis_training: 355.136,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.68, f_measure: 0.7568, kappa: 0.007, kb_relative_information_score: -2452.2754, mean_absolute_error: 0.2644, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7615, predictive_accuracy: 0.8312, prior_entropy: 0.6541, recall: 0.8312, relative_absolute_error: 0.9437, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.363, root_relative_squared_error: 0.9699, scimark_benchmark: 1716.5439, usercpu_time_millis: 395.18, usercpu_time_millis_testing: 10.447, usercpu_time_millis_training: 384.733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6931, f_measure: 0.7636, kappa: 0.0351, kb_relative_information_score: -2606.3826, mean_absolute_error: 0.2619, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7979, predictive_accuracy: 0.8332, prior_entropy: 0.6541, recall: 0.8332, relative_absolute_error: 0.935, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3604, root_relative_squared_error: 0.963, scimark_benchmark: 1724.4964, usercpu_time_millis: 383.975, usercpu_time_millis_testing: 14.265, usercpu_time_millis_training: 369.71,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6901, f_measure: 0.7592, kappa: 0.0167, kb_relative_information_score: -2546.4935, mean_absolute_error: 0.262, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7795, predictive_accuracy: 0.8317, prior_entropy: 0.6541, recall: 0.8317, relative_absolute_error: 0.9351, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3616, root_relative_squared_error: 0.9662, scimark_benchmark: 1843.7454, usercpu_time_millis: 332.098, usercpu_time_millis_testing: 6.074, usercpu_time_millis_training: 326.024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6796, f_measure: 0.758, kappa: 0.0119, kb_relative_information_score: -2417.1531, mean_absolute_error: 0.2645, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7827, predictive_accuracy: 0.8318, prior_entropy: 0.6541, recall: 0.8318, relative_absolute_error: 0.9441, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3629, root_relative_squared_error: 0.9697, scimark_benchmark: 1735.078, usercpu_time_millis: 374.219, usercpu_time_millis_testing: 11.505, usercpu_time_millis_training: 362.714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6809, f_measure: 0.7564, kappa: 0.0053, kb_relative_information_score: -2454.2168, mean_absolute_error: 0.2644, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7621, predictive_accuracy: 0.8313, prior_entropy: 0.6541, recall: 0.8313, relative_absolute_error: 0.944, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3629, root_relative_squared_error: 0.9696, scimark_benchmark: 1719.1409, usercpu_time_millis: 338.061, usercpu_time_millis_testing: 9.522, usercpu_time_millis_training: 328.539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6842, f_measure: 0.7579, kappa: 0.0115, kb_relative_information_score: -2536.6083, mean_absolute_error: 0.2635, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7788, predictive_accuracy: 0.8317, prior_entropy: 0.6541, recall: 0.8317, relative_absolute_error: 0.9407, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3624, root_relative_squared_error: 0.9685, scimark_benchmark: 1857.6392, usercpu_time_millis: 321.465, usercpu_time_millis_testing: 7.711, usercpu_time_millis_training: 313.754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.687, f_measure: 0.7574, kappa: 0.0096, kb_relative_information_score: -2470.0919, mean_absolute_error: 0.2641, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8072, predictive_accuracy: 0.8322, prior_entropy: 0.6541, recall: 0.8322, relative_absolute_error: 0.9427, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3621, root_relative_squared_error: 0.9676, scimark_benchmark: 1724.4096, usercpu_time_millis: 360.698, usercpu_time_millis_testing: 13.897, usercpu_time_millis_training: 346.801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6955, f_measure: 0.7618, kappa: 0.0276, kb_relative_information_score: -2397.5185, mean_absolute_error: 0.2615, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8024, predictive_accuracy: 0.833, prior_entropy: 0.6541, recall: 0.833, relative_absolute_error: 0.9336, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3603, root_relative_squared_error: 0.9628, scimark_benchmark: 1852.859, usercpu_time_millis: 309.765, usercpu_time_millis_testing: 8.859, usercpu_time_millis_training: 300.906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6935, f_measure: 0.7552, kappa: 0.0002, kb_relative_information_score: -2280.0959, mean_absolute_error: 0.265, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7397, predictive_accuracy: 0.8315, prior_entropy: 0.6541, recall: 0.8315, relative_absolute_error: 0.9459, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3616, root_relative_squared_error: 0.9662, scimark_benchmark: 1763.5175, usercpu_time_millis: 319.688, usercpu_time_millis_testing: 14.566, usercpu_time_millis_training: 305.122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6856, f_measure: 0.7552, kappa: 0.0005, kb_relative_information_score: -2498.1925, mean_absolute_error: 0.2655, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7547, predictive_accuracy: 0.8315, prior_entropy: 0.6541, recall: 0.8315, relative_absolute_error: 0.9479, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3626, root_relative_squared_error: 0.9688, scimark_benchmark: 1730.8901, usercpu_time_millis: 300.78, usercpu_time_millis_testing: 16.361, usercpu_time_millis_training: 284.419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.691, f_measure: 0.7588, kappa: 0.0153, kb_relative_information_score: -2482.0833, mean_absolute_error: 0.2626, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7984, predictive_accuracy: 0.8323, prior_entropy: 0.6541, recall: 0.8323, relative_absolute_error: 0.9374, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3614, root_relative_squared_error: 0.9656, scimark_benchmark: 1734.0364, usercpu_time_millis: 344.874, usercpu_time_millis_testing: 10.579, usercpu_time_millis_training: 334.295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6979, f_measure: 0.7629, kappa: 0.0321, kb_relative_information_score: -2195.6122, mean_absolute_error: 0.2607, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8034, predictive_accuracy: 0.8333, prior_entropy: 0.6541, recall: 0.8333, relative_absolute_error: 0.9308, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3598, root_relative_squared_error: 0.9613, scimark_benchmark: 1843.2259, usercpu_time_millis: 313.086, usercpu_time_millis_testing: 8.952, usercpu_time_millis_training: 304.134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6962, f_measure: 0.7605, kappa: 0.0222, kb_relative_information_score: -2352.8267, mean_absolute_error: 0.2639, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8139, predictive_accuracy: 0.8331, prior_entropy: 0.6541, recall: 0.8331, relative_absolute_error: 0.9421, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3606, root_relative_squared_error: 0.9635, scimark_benchmark: 1851.5764, usercpu_time_millis: 292.547, usercpu_time_millis_testing: 17.591, usercpu_time_millis_training: 274.956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6952, f_measure: 0.7656, kappa: 0.0434, kb_relative_information_score: -2515.9335, mean_absolute_error: 0.2615, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8001, predictive_accuracy: 0.8337, prior_entropy: 0.6541, recall: 0.8337, relative_absolute_error: 0.9337, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.36, root_relative_squared_error: 0.9619, scimark_benchmark: 1715.3624, usercpu_time_millis: 277.727, usercpu_time_millis_testing: 8.577, usercpu_time_millis_training: 269.15,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6851, f_measure: 0.7575, kappa: 0.0098, kb_relative_information_score: -2481.4865, mean_absolute_error: 0.2642, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.808, predictive_accuracy: 0.8322, prior_entropy: 0.6541, recall: 0.8322, relative_absolute_error: 0.9431, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3624, root_relative_squared_error: 0.9682, scimark_benchmark: 1736.4936, usercpu_time_millis: 305.304, usercpu_time_millis_testing: 10.933, usercpu_time_millis_training: 294.371,

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