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: 0.6667, f_measure: 0.762, kappa: 0.0288, kb_relative_information_score: -3114.7073, mean_absolute_error: 0.2631, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.769, predictive_accuracy: 0.8306, prior_entropy: 0.6541, recall: 0.8306, relative_absolute_error: 0.9391, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3652, root_relative_squared_error: 0.9759, scimark_benchmark: 1715.6586, usercpu_time_millis: 1.408, usercpu_time_millis_testing: 0.094, usercpu_time_millis_training: 1.314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6171, f_measure: 0.7551, kb_relative_information_score: -2600.8161, 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: 0.9856, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3705, root_relative_squared_error: 0.9899, scimark_benchmark: 1751.4059, usercpu_time_millis: 33.63, usercpu_time_millis_testing: 1.427, usercpu_time_millis_training: 32.203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6215, f_measure: 0.7551, kb_relative_information_score: -2696.0127, mean_absolute_error: 0.276, 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: 0.9853, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3703, root_relative_squared_error: 0.9896, scimark_benchmark: 1794.6201, usercpu_time_millis: 59.384, usercpu_time_millis_testing: 5.309, usercpu_time_millis_training: 54.075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6877, f_measure: 0.7558, kappa: 0.0028, kb_relative_information_score: -2423.8484, mean_absolute_error: 0.2672, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.818, predictive_accuracy: 0.8318, prior_entropy: 0.6541, recall: 0.8318, relative_absolute_error: 0.9537, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3628, root_relative_squared_error: 0.9693, scimark_benchmark: 1796.3155, usercpu_time_millis: 11.864, usercpu_time_millis_testing: 0.452, usercpu_time_millis_training: 11.412,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6916, f_measure: 0.7605, kappa: 0.0224, kb_relative_information_score: -2424.1162, mean_absolute_error: 0.2626, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8061, predictive_accuracy: 0.8329, prior_entropy: 0.6541, recall: 0.8329, relative_absolute_error: 0.9376, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3612, root_relative_squared_error: 0.9651, scimark_benchmark: 1758.9461, usercpu_time_millis: 17.246, usercpu_time_millis_testing: 0.489, usercpu_time_millis_training: 16.757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6967, f_measure: 0.7562, kappa: 0.0044, kb_relative_information_score: -1968.1166, mean_absolute_error: 0.2678, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8198, predictive_accuracy: 0.8319, prior_entropy: 0.6541, recall: 0.8319, relative_absolute_error: 0.9562, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.362, root_relative_squared_error: 0.9674, scimark_benchmark: 1797.5365, usercpu_time_millis: 62.622, usercpu_time_millis_testing: 5.272, usercpu_time_millis_training: 57.35,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6739, f_measure: 0.7551, kb_relative_information_score: -3003.5728, 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: 0.9555, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3644, root_relative_squared_error: 0.9737, scimark_benchmark: 1844.9411, usercpu_time_millis: 63.3, usercpu_time_millis_testing: 1.885, usercpu_time_millis_training: 61.415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6938, f_measure: 0.7551, kappa: 0.0001, kb_relative_information_score: -2005.9529, mean_absolute_error: 0.2682, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7336, predictive_accuracy: 0.8315, prior_entropy: 0.6541, recall: 0.8315, relative_absolute_error: 0.9575, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3625, root_relative_squared_error: 0.9688, scimark_benchmark: 1744.8203, usercpu_time_millis: 41.957, usercpu_time_millis_testing: 3.801, usercpu_time_millis_training: 38.156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6783, f_measure: 0.7551, kb_relative_information_score: -1919.4087, mean_absolute_error: 0.2723, 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: 0.9721, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3662, root_relative_squared_error: 0.9786, scimark_benchmark: 1724.1366, usercpu_time_millis: 23.836, usercpu_time_millis_testing: 1.492, usercpu_time_millis_training: 22.344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6492, f_measure: 0.7551, kb_relative_information_score: -1221.8092, mean_absolute_error: 0.2772, 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: 0.9895, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3708, root_relative_squared_error: 0.9908, scimark_benchmark: 1703.0208, usercpu_time_millis: 11.057, usercpu_time_millis_testing: 0.583, usercpu_time_millis_training: 10.474,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6978, f_measure: 0.7579, kappa: 0.0112, kb_relative_information_score: -1774.8081, mean_absolute_error: 0.2667, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8293, predictive_accuracy: 0.8325, prior_entropy: 0.6541, recall: 0.8325, relative_absolute_error: 0.9522, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3616, root_relative_squared_error: 0.9661, scimark_benchmark: 1735.8883, usercpu_time_millis: 46.683, usercpu_time_millis_testing: 2.026, usercpu_time_millis_training: 44.657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.7551, kb_relative_information_score: 1.0892, 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: 1738.4594, usercpu_time_millis: 33.365, usercpu_time_millis_testing: 5.841, usercpu_time_millis_training: 27.524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7551, kb_relative_information_score: -8.4239, 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: 1803.6755, usercpu_time_millis: 51.847, usercpu_time_millis_testing: 8.724, usercpu_time_millis_training: 43.123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6497, f_measure: 0.7551, kb_relative_information_score: -1047.6116, mean_absolute_error: 0.2776, 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: 0.3712, root_relative_squared_error: 0.992, scimark_benchmark: 1712.1227, usercpu_time_millis: 50.549, usercpu_time_millis_testing: 6.507, usercpu_time_millis_training: 44.042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6911, f_measure: 0.7579, kappa: 0.0113, kb_relative_information_score: -2083.3898, mean_absolute_error: 0.2677, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8213, predictive_accuracy: 0.8324, prior_entropy: 0.6541, recall: 0.8324, relative_absolute_error: 0.9555, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3622, root_relative_squared_error: 0.9679, scimark_benchmark: 1766.7826, usercpu_time_millis: 11.525, usercpu_time_millis_testing: 0.567, usercpu_time_millis_training: 10.958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6774, f_measure: 0.7573, kappa: 0.0089, kb_relative_information_score: -2603.9595, mean_absolute_error: 0.2651, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7793, predictive_accuracy: 0.8317, prior_entropy: 0.6541, recall: 0.8317, relative_absolute_error: 0.9464, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3632, root_relative_squared_error: 0.9705, scimark_benchmark: 1709.9252, usercpu_time_millis: 10.498, usercpu_time_millis_testing: 0.237, usercpu_time_millis_training: 10.261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6529, f_measure: 0.7551, kb_relative_information_score: -1434.7563, mean_absolute_error: 0.2765, 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: 0.9872, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3702, root_relative_squared_error: 0.9892, scimark_benchmark: 1804.7883, usercpu_time_millis: 40.933, usercpu_time_millis_testing: 5.738, usercpu_time_millis_training: 35.195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.7551, kb_relative_information_score: -49.0689, 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: 1804.2095, usercpu_time_millis: 8.732, usercpu_time_millis_testing: 0.552, usercpu_time_millis_training: 8.18,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6193, f_measure: 0.7551, kb_relative_information_score: -2524.233, mean_absolute_error: 0.276, 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: 0.9853, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3703, root_relative_squared_error: 0.9894, scimark_benchmark: 1821.7348, usercpu_time_millis: 35.185, usercpu_time_millis_testing: 2.662, usercpu_time_millis_training: 32.523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6375, f_measure: 0.7551, kb_relative_information_score: -2136.7993, mean_absolute_error: 0.2757, 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: 0.9841, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3697, root_relative_squared_error: 0.988, scimark_benchmark: 1726.142, usercpu_time_millis: 50.468, usercpu_time_millis_testing: 4.526, usercpu_time_millis_training: 45.942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.698, f_measure: 0.7582, kappa: 0.0125, kb_relative_information_score: -1843.7285, mean_absolute_error: 0.2668, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8242, predictive_accuracy: 0.8326, prior_entropy: 0.6541, recall: 0.8326, relative_absolute_error: 0.9523, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3614, root_relative_squared_error: 0.9657, scimark_benchmark: 1746.29, usercpu_time_millis: 44.992, usercpu_time_millis_testing: 2.83, usercpu_time_millis_training: 42.162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6895, f_measure: 0.7586, kappa: 0.0145, kb_relative_information_score: -2504.3755, mean_absolute_error: 0.2628, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7919, predictive_accuracy: 0.8321, prior_entropy: 0.6541, recall: 0.8321, relative_absolute_error: 0.9381, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3616, root_relative_squared_error: 0.9663, scimark_benchmark: 1723.9567, usercpu_time_millis: 24.602, usercpu_time_millis_testing: 0.446, usercpu_time_millis_training: 24.156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6464, f_measure: 0.7551, kb_relative_information_score: -1061.0929, 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: 0.3712, root_relative_squared_error: 0.992, scimark_benchmark: 1762.0221, usercpu_time_millis: 40.855, usercpu_time_millis_testing: 5.976, usercpu_time_millis_training: 34.879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7551, kb_relative_information_score: -4.3112, 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: 1807.4786, usercpu_time_millis: 25.455, usercpu_time_millis_testing: 4.217, usercpu_time_millis_training: 21.238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6812, f_measure: 0.7584, kappa: 0.0134, kb_relative_information_score: -2518.2764, mean_absolute_error: 0.2646, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7843, predictive_accuracy: 0.8319, prior_entropy: 0.6541, recall: 0.8319, relative_absolute_error: 0.9448, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3628, root_relative_squared_error: 0.9695, scimark_benchmark: 1751.4462, usercpu_time_millis: 5.211, usercpu_time_millis_testing: 0.146, usercpu_time_millis_training: 5.065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6786, f_measure: 0.7551, kb_relative_information_score: -1979.3976, mean_absolute_error: 0.2719, 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: 0.9707, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3659, root_relative_squared_error: 0.9778, scimark_benchmark: 1813.2964, usercpu_time_millis: 16.253, usercpu_time_millis_testing: 0.757, usercpu_time_millis_training: 15.496,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7551, kb_relative_information_score: -36.4891, 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: 1720.0398, usercpu_time_millis: 2.76, usercpu_time_millis_testing: 0.298, usercpu_time_millis_training: 2.462,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6861, f_measure: 0.7594, kappa: 0.0179, kb_relative_information_score: -2768.4621, mean_absolute_error: 0.2621, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7692, predictive_accuracy: 0.8311, prior_entropy: 0.6541, recall: 0.8311, relative_absolute_error: 0.9356, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3624, root_relative_squared_error: 0.9683, scimark_benchmark: 1784.4587, usercpu_time_millis: 42.21, usercpu_time_millis_testing: 0.407, usercpu_time_millis_training: 41.803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.7551, kb_relative_information_score: 1.2772, 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: 1814.102, usercpu_time_millis: 29.979, usercpu_time_millis_testing: 5.205, usercpu_time_millis_training: 24.774,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7551, kb_relative_information_score: -15.9429, 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: 1763.488, usercpu_time_millis: 26.643, usercpu_time_millis_testing: 4.283, usercpu_time_millis_training: 22.36,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7551, kb_relative_information_score: -151.4551, mean_absolute_error: 0.2803, 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: 1.0006, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3742, root_relative_squared_error: 1, scimark_benchmark: 1751.0299, usercpu_time_millis: 3.684, usercpu_time_millis_testing: 0.189, usercpu_time_millis_training: 3.495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6493, f_measure: 0.7551, kb_relative_information_score: -3172.8232, mean_absolute_error: 0.2717, 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: 0.9701, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3672, root_relative_squared_error: 0.9811, scimark_benchmark: 1784.5576, usercpu_time_millis: 1.362, usercpu_time_millis_testing: 0.099, usercpu_time_millis_training: 1.263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6954, f_measure: 0.761, kappa: 0.0241, kb_relative_information_score: -2302.5424, mean_absolute_error: 0.2633, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8094, predictive_accuracy: 0.8331, prior_entropy: 0.6541, recall: 0.8331, relative_absolute_error: 0.9399, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3605, root_relative_squared_error: 0.9632, scimark_benchmark: 1844.376, usercpu_time_millis: 27.312, usercpu_time_millis_testing: 1.122, usercpu_time_millis_training: 26.19,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6316, f_measure: 0.7551, kb_relative_information_score: -2306.4904, mean_absolute_error: 0.2756, 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: 0.9838, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3697, root_relative_squared_error: 0.988, scimark_benchmark: 1818.144, usercpu_time_millis: 15.833, usercpu_time_millis_testing: 0.993, usercpu_time_millis_training: 14.84,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.7551, kb_relative_information_score: -35.3901, 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: 1710.369, usercpu_time_millis: 4.856, usercpu_time_millis_testing: 0.562, usercpu_time_millis_training: 4.294,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6832, f_measure: 0.7551, kb_relative_information_score: -1963.3435, mean_absolute_error: 0.2709, 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: 0.9672, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3651, root_relative_squared_error: 0.9756, scimark_benchmark: 1852.9988, usercpu_time_millis: 232.924, usercpu_time_millis_testing: 17.818, usercpu_time_millis_training: 215.106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6839, f_measure: 0.7551, kb_relative_information_score: -2479.2244, 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: 0.9482, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3628, root_relative_squared_error: 0.9694, scimark_benchmark: 1849.6963, usercpu_time_millis: 245.265, usercpu_time_millis_testing: 9.424, usercpu_time_millis_training: 235.841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6858, f_measure: 0.7551, kappa: 0.0001, kb_relative_information_score: -2492.396, mean_absolute_error: 0.2654, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7336, predictive_accuracy: 0.8315, prior_entropy: 0.6541, recall: 0.8315, relative_absolute_error: 0.9475, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3625, root_relative_squared_error: 0.9687, scimark_benchmark: 1844.9435, usercpu_time_millis: 236.841, usercpu_time_millis_testing: 10.914, usercpu_time_millis_training: 225.927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6878, f_measure: 0.7611, kappa: 0.0245, kb_relative_information_score: -2515.5986, mean_absolute_error: 0.2631, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8033, predictive_accuracy: 0.8329, prior_entropy: 0.6541, recall: 0.8329, relative_absolute_error: 0.9391, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3618, root_relative_squared_error: 0.9667, scimark_benchmark: 1841.1577, usercpu_time_millis: 252.702, usercpu_time_millis_testing: 10.041, usercpu_time_millis_training: 242.661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6653, f_measure: 0.7551, kb_relative_information_score: -3203.5577, mean_absolute_error: 0.2688, 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: 0.9596, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3656, root_relative_squared_error: 0.9768, scimark_benchmark: 1852.9259, usercpu_time_millis: 251.822, usercpu_time_millis_testing: 10.159, usercpu_time_millis_training: 241.663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6924, f_measure: 0.7728, kappa: 0.0742, kb_relative_information_score: -2540.7414, mean_absolute_error: 0.2582, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8001, predictive_accuracy: 0.8349, prior_entropy: 0.6541, recall: 0.8349, relative_absolute_error: 0.9217, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3602, root_relative_squared_error: 0.9624, scimark_benchmark: 1849.9303, usercpu_time_millis: 262.377, usercpu_time_millis_testing: 4.685, usercpu_time_millis_training: 257.692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.667, f_measure: 0.7551, kb_relative_information_score: -3159.7398, mean_absolute_error: 0.2688, 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: 0.9596, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3654, root_relative_squared_error: 0.9764, scimark_benchmark: 1847.8629, usercpu_time_millis: 272.241, usercpu_time_millis_testing: 10.751, usercpu_time_millis_training: 261.49,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6862, f_measure: 0.7579, kappa: 0.0115, kb_relative_information_score: -2462.0793, mean_absolute_error: 0.2638, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7945, predictive_accuracy: 0.8321, prior_entropy: 0.6541, recall: 0.8321, relative_absolute_error: 0.9418, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3622, root_relative_squared_error: 0.9677, scimark_benchmark: 1838.6023, usercpu_time_millis: 243.87, usercpu_time_millis_testing: 8.831, usercpu_time_millis_training: 235.039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.698, f_measure: 0.7562, kappa: 0.0044, kb_relative_information_score: -1771.1381, mean_absolute_error: 0.2671, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8198, predictive_accuracy: 0.8319, prior_entropy: 0.6541, recall: 0.8319, relative_absolute_error: 0.9535, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3618, root_relative_squared_error: 0.9668, scimark_benchmark: 1853.454, usercpu_time_millis: 197.043, usercpu_time_millis_testing: 10.799, usercpu_time_millis_training: 186.244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6901, f_measure: 0.7589, kappa: 0.0157, kb_relative_information_score: -2546.3395, mean_absolute_error: 0.2624, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7882, predictive_accuracy: 0.832, prior_entropy: 0.6541, recall: 0.832, relative_absolute_error: 0.9368, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3615, root_relative_squared_error: 0.966, scimark_benchmark: 1837.622, usercpu_time_millis: 234.819, usercpu_time_millis_testing: 5.208, usercpu_time_millis_training: 229.611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6856, f_measure: 0.7551, kb_relative_information_score: -2388.298, mean_absolute_error: 0.2684, 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: 0.9582, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3637, root_relative_squared_error: 0.9718, scimark_benchmark: 1834.1796, usercpu_time_millis: 246.138, usercpu_time_millis_testing: 16.473, usercpu_time_millis_training: 229.665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6689, f_measure: 0.7551, kb_relative_information_score: -3064.411, mean_absolute_error: 0.269, 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: 0.9603, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3653, root_relative_squared_error: 0.9761, scimark_benchmark: 1793.8406, usercpu_time_millis: 152.067, usercpu_time_millis_testing: 7.927, usercpu_time_millis_training: 144.14,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6845, f_measure: 0.7551, kb_relative_information_score: -2385.3261, mean_absolute_error: 0.2686, 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: 0.959, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3638, root_relative_squared_error: 0.9722, scimark_benchmark: 1845.03, usercpu_time_millis: 239.965, usercpu_time_millis_testing: 15.684, usercpu_time_millis_training: 224.281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6905, f_measure: 0.7596, kappa: 0.0185, kb_relative_information_score: -2516.0934, mean_absolute_error: 0.2618, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7876, predictive_accuracy: 0.8321, prior_entropy: 0.6541, recall: 0.8321, relative_absolute_error: 0.9347, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3615, root_relative_squared_error: 0.9659, scimark_benchmark: 1853.3841, usercpu_time_millis: 231.606, usercpu_time_millis_testing: 3.275, usercpu_time_millis_training: 228.331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6832, f_measure: 0.7551, kb_relative_information_score: -2392.6182, mean_absolute_error: 0.269, 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: 0.9603, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3641, root_relative_squared_error: 0.9729, scimark_benchmark: 1828.158, usercpu_time_millis: 215.203, usercpu_time_millis_testing: 13.459, usercpu_time_millis_training: 201.744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6968, f_measure: 0.7555, kappa: 0.0018, kb_relative_information_score: -1880.1469, mean_absolute_error: 0.2676, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8039, predictive_accuracy: 0.8317, prior_entropy: 0.6541, recall: 0.8317, relative_absolute_error: 0.9554, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3621, root_relative_squared_error: 0.9676, scimark_benchmark: 1846.6923, usercpu_time_millis: 170.562, usercpu_time_millis_testing: 13.653, usercpu_time_millis_training: 156.909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6887, f_measure: 0.7686, kappa: 0.0564, kb_relative_information_score: -3758.5375, mean_absolute_error: 0.2654, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7949, predictive_accuracy: 0.8337, prior_entropy: 0.6541, recall: 0.8337, relative_absolute_error: 0.9476, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3609, root_relative_squared_error: 0.9643, scimark_benchmark: 1856.5802, usercpu_time_millis: 212.005, usercpu_time_millis_testing: 9.498, usercpu_time_millis_training: 202.507,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6989, f_measure: 0.7574, kappa: 0.0093, kb_relative_information_score: -1758.173, mean_absolute_error: 0.2669, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8269, predictive_accuracy: 0.8323, prior_entropy: 0.6541, recall: 0.8323, relative_absolute_error: 0.9529, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3616, root_relative_squared_error: 0.9662, scimark_benchmark: 1851.9456, usercpu_time_millis: 150.669, usercpu_time_millis_testing: 8.079, usercpu_time_millis_training: 142.59,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6936, f_measure: 0.771, kappa: 0.0664, kb_relative_information_score: -2356.6471, mean_absolute_error: 0.2579, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.799, predictive_accuracy: 0.8345, prior_entropy: 0.6541, recall: 0.8345, relative_absolute_error: 0.9208, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.36, root_relative_squared_error: 0.9619, scimark_benchmark: 1844.2676, usercpu_time_millis: 200.89, usercpu_time_millis_testing: 3.213, usercpu_time_millis_training: 197.677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6987, f_measure: 0.7566, kappa: 0.006, kb_relative_information_score: -1788.5521, mean_absolute_error: 0.2672, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8207, predictive_accuracy: 0.832, prior_entropy: 0.6541, recall: 0.832, relative_absolute_error: 0.9538, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3618, root_relative_squared_error: 0.9667, scimark_benchmark: 1848.2024, usercpu_time_millis: 177.844, usercpu_time_millis_testing: 11.219, usercpu_time_millis_training: 166.625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6948, f_measure: 0.7551, kb_relative_information_score: -1869.7378, 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: 0.3627, root_relative_squared_error: 0.9692, scimark_benchmark: 1742.6594, usercpu_time_millis: 165.902, usercpu_time_millis_testing: 10.419, usercpu_time_millis_training: 155.483,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6932, f_measure: 0.7551, kb_relative_information_score: -1916.519, mean_absolute_error: 0.2686, 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: 0.9588, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3631, root_relative_squared_error: 0.9703, scimark_benchmark: 1841.6148, usercpu_time_millis: 185.381, usercpu_time_millis_testing: 13.203, usercpu_time_millis_training: 172.178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6983, f_measure: 0.7559, kappa: 0.0034, kb_relative_information_score: -1799.7844, mean_absolute_error: 0.2672, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8121, predictive_accuracy: 0.8318, prior_entropy: 0.6541, recall: 0.8318, relative_absolute_error: 0.9539, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3618, root_relative_squared_error: 0.9668, scimark_benchmark: 1853.454, usercpu_time_millis: 186.377, usercpu_time_millis_testing: 11.394, usercpu_time_millis_training: 174.983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6852, f_measure: 0.7556, kappa: 0.0021, kb_relative_information_score: -2470.402, mean_absolute_error: 0.2645, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7722, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.9444, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3624, root_relative_squared_error: 0.9684, scimark_benchmark: 1838.7526, usercpu_time_millis: 156.994, usercpu_time_millis_testing: 4.744, usercpu_time_millis_training: 152.25,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.696, f_measure: 0.7551, kb_relative_information_score: -1842.374, mean_absolute_error: 0.2678, 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: 0.9561, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3624, root_relative_squared_error: 0.9685, scimark_benchmark: 1858.6775, usercpu_time_millis: 185.301, usercpu_time_millis_testing: 11.038, usercpu_time_millis_training: 174.263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6952, f_measure: 0.7551, kappa: 0.0001, kb_relative_information_score: -1935.7983, mean_absolute_error: 0.2681, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7336, predictive_accuracy: 0.8315, prior_entropy: 0.6541, recall: 0.8315, relative_absolute_error: 0.957, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3625, root_relative_squared_error: 0.9685, scimark_benchmark: 1844.2935, usercpu_time_millis: 166.759, usercpu_time_millis_testing: 15.299, usercpu_time_millis_training: 151.46,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6744, f_measure: 0.7551, kb_relative_information_score: -2918.837, mean_absolute_error: 0.2686, 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: 0.9589, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3647, root_relative_squared_error: 0.9744, scimark_benchmark: 1835.6541, usercpu_time_millis: 182.741, usercpu_time_millis_testing: 16.048, usercpu_time_millis_training: 166.693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6547, f_measure: 0.7551, kb_relative_information_score: -2830.8703, mean_absolute_error: 0.2737, 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: 0.977, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3681, root_relative_squared_error: 0.9836, scimark_benchmark: 1835.7111, usercpu_time_millis: 177.628, usercpu_time_millis_testing: 9.801, usercpu_time_millis_training: 167.827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6762, f_measure: 0.7571, kappa: 0.0081, kb_relative_information_score: -3016.5187, mean_absolute_error: 0.2671, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.811, predictive_accuracy: 0.8321, prior_entropy: 0.6541, recall: 0.8321, relative_absolute_error: 0.9536, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3639, root_relative_squared_error: 0.9725, scimark_benchmark: 1848.388, usercpu_time_millis: 119.66, usercpu_time_millis_testing: 6.555, usercpu_time_millis_training: 113.105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6915, f_measure: 0.7551, kb_relative_information_score: -1944.4709, mean_absolute_error: 0.2691, 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: 0.9608, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3636, root_relative_squared_error: 0.9716, scimark_benchmark: 1843.2914, usercpu_time_millis: 150.826, usercpu_time_millis_testing: 10.029, usercpu_time_millis_training: 140.797,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.665, f_measure: 0.7551, kb_relative_information_score: -2230.8908, 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: 0.3679, root_relative_squared_error: 0.9832, scimark_benchmark: 1849.9303, usercpu_time_millis: 116.987, usercpu_time_millis_testing: 10.834, usercpu_time_millis_training: 106.153,

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

OpenML bootcamp

From your own software

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

OpenML APIs