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: 0.6703, f_measure: 0.7551, kb_relative_information_score: -2963.2656, 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: 0.9607, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3652, root_relative_squared_error: 0.9758, scimark_benchmark: 1838.8181, usercpu_time_millis: 91.669, usercpu_time_millis_testing: 4.006, usercpu_time_millis_training: 87.663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6776, f_measure: 0.7551, kb_relative_information_score: -2655.7786, mean_absolute_error: 0.2699, 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: 0.9634, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.365, root_relative_squared_error: 0.9753, scimark_benchmark: 1850.7869, usercpu_time_millis: 89.658, usercpu_time_millis_testing: 6.528, usercpu_time_millis_training: 83.13,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6877, f_measure: 0.7582, kappa: 0.0128, kb_relative_information_score: -2551.5646, mean_absolute_error: 0.2628, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7874, predictive_accuracy: 0.8319, prior_entropy: 0.6541, recall: 0.8319, relative_absolute_error: 0.9381, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.362, root_relative_squared_error: 0.9672, scimark_benchmark: 1731.0404, usercpu_time_millis: 78.427, usercpu_time_millis_testing: 1.201, usercpu_time_millis_training: 77.226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7551, kb_relative_information_score: -20.5039, 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: 2115.2467, usercpu_time_millis: 32.933, usercpu_time_millis_testing: 4.308, usercpu_time_millis_training: 28.625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.7551, kb_relative_information_score: -7.7984, 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: 1855.6669, usercpu_time_millis: 15.352, usercpu_time_millis_testing: 2.211, usercpu_time_millis_training: 13.141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.7551, kb_relative_information_score: -2.3763, 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: 1853.454, usercpu_time_millis: 9.889, usercpu_time_millis_testing: 1.219, usercpu_time_millis_training: 8.67,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6208, f_measure: 0.7551, kb_relative_information_score: -4094.4873, mean_absolute_error: 0.2729, 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: 0.9744, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3693, root_relative_squared_error: 0.9867, scimark_benchmark: 1854.9533, usercpu_time_millis: 9.213, usercpu_time_millis_testing: 0.377, usercpu_time_millis_training: 8.836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6882, f_measure: 0.7581, kappa: 0.0125, kb_relative_information_score: -2527.7931, mean_absolute_error: 0.263, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7832, predictive_accuracy: 0.8318, prior_entropy: 0.6541, recall: 0.8318, relative_absolute_error: 0.9389, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3619, root_relative_squared_error: 0.9669, scimark_benchmark: 1713.4113, usercpu_time_millis: 642.772, usercpu_time_millis_testing: 17, usercpu_time_millis_training: 625.772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6882, f_measure: 0.758, kappa: 0.0117, kb_relative_information_score: -2437.7241, mean_absolute_error: 0.2635, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7953, predictive_accuracy: 0.8321, prior_entropy: 0.6541, recall: 0.8321, relative_absolute_error: 0.9405, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3618, root_relative_squared_error: 0.9669, scimark_benchmark: 1699.1306, usercpu_time_millis: 640.683, usercpu_time_millis_testing: 21.893, usercpu_time_millis_training: 618.79,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6909, f_measure: 0.7601, kappa: 0.0206, kb_relative_information_score: -2558.468, mean_absolute_error: 0.2621, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7936, predictive_accuracy: 0.8324, prior_entropy: 0.6541, recall: 0.8324, relative_absolute_error: 0.9357, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3614, root_relative_squared_error: 0.9657, scimark_benchmark: 1701.3269, usercpu_time_millis: 490.953, usercpu_time_millis_testing: 8.362, usercpu_time_millis_training: 482.591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6856, f_measure: 0.7582, kappa: 0.0126, kb_relative_information_score: -2495.5752, mean_absolute_error: 0.2632, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.784, predictive_accuracy: 0.8318, prior_entropy: 0.6541, recall: 0.8318, relative_absolute_error: 0.9397, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3622, root_relative_squared_error: 0.968, scimark_benchmark: 1724.4399, usercpu_time_millis: 391.182, usercpu_time_millis_testing: 7.142, usercpu_time_millis_training: 384.04,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6928, f_measure: 0.7551, kb_relative_information_score: -1944.9427, 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: 0.9595, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3633, root_relative_squared_error: 0.9706, scimark_benchmark: 1723.6152, usercpu_time_millis: 283.303, usercpu_time_millis_testing: 23.782, usercpu_time_millis_training: 259.521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6985, f_measure: 0.7664, kappa: 0.047, kb_relative_information_score: -2257.7871, mean_absolute_error: 0.2606, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8014, predictive_accuracy: 0.8339, prior_entropy: 0.6541, recall: 0.8339, relative_absolute_error: 0.9304, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3594, root_relative_squared_error: 0.9605, scimark_benchmark: 1855.4813, usercpu_time_millis: 240.526, usercpu_time_millis_testing: 7.631, usercpu_time_millis_training: 232.895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.686, f_measure: 0.7612, kappa: 0.0252, kb_relative_information_score: -2592.4817, mean_absolute_error: 0.2636, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8016, predictive_accuracy: 0.8329, prior_entropy: 0.6541, recall: 0.8329, relative_absolute_error: 0.9412, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.362, root_relative_squared_error: 0.9673, scimark_benchmark: 1720.4927, usercpu_time_millis: 235.381, usercpu_time_millis_testing: 12.066, usercpu_time_millis_training: 223.315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6804, f_measure: 0.7551, kb_relative_information_score: -2399.9044, mean_absolute_error: 0.2699, 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: 0.9635, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3647, root_relative_squared_error: 0.9746, scimark_benchmark: 1725.8214, usercpu_time_millis: 219.485, usercpu_time_millis_testing: 13.71, usercpu_time_millis_training: 205.775,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.684, f_measure: 0.757, kappa: 0.0079, kb_relative_information_score: -2492.311, mean_absolute_error: 0.2646, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8004, predictive_accuracy: 0.832, prior_entropy: 0.6541, recall: 0.832, relative_absolute_error: 0.9448, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3625, root_relative_squared_error: 0.9686, scimark_benchmark: 1737.5107, usercpu_time_millis: 220.299, usercpu_time_millis_testing: 9.144, usercpu_time_millis_training: 211.155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6915, f_measure: 0.7705, kappa: 0.0645, kb_relative_information_score: -3740.7623, mean_absolute_error: 0.2651, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7992, predictive_accuracy: 0.8344, prior_entropy: 0.6541, recall: 0.8344, relative_absolute_error: 0.9464, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3604, root_relative_squared_error: 0.963, scimark_benchmark: 1854.4431, usercpu_time_millis: 143.674, usercpu_time_millis_testing: 6.911, usercpu_time_millis_training: 136.763,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6596, f_measure: 0.7551, kb_relative_information_score: -3140.7179, 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: 0.9722, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3673, root_relative_squared_error: 0.9814, scimark_benchmark: 1853.454, usercpu_time_millis: 121.388, usercpu_time_millis_testing: 9.143, usercpu_time_millis_training: 112.245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6854, f_measure: 0.7582, kappa: 0.0127, kb_relative_information_score: -2741.3518, mean_absolute_error: 0.2627, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7709, predictive_accuracy: 0.8313, prior_entropy: 0.6541, recall: 0.8313, relative_absolute_error: 0.9378, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3624, root_relative_squared_error: 0.9684, scimark_benchmark: 2016.4295, usercpu_time_millis: 123.283, usercpu_time_millis_testing: 1.607, usercpu_time_millis_training: 121.676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6966, f_measure: 0.7552, kappa: 0.0004, kb_relative_information_score: -1850.1474, mean_absolute_error: 0.2676, 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: 0.9551, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3622, root_relative_squared_error: 0.9678, scimark_benchmark: 1702.1162, usercpu_time_millis: 59.352, usercpu_time_millis_testing: 3.456, usercpu_time_millis_training: 55.896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6431, f_measure: 0.7551, kb_relative_information_score: -1897.8407, 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: 0.3699, root_relative_squared_error: 0.9883, scimark_benchmark: 2020.2297, usercpu_time_millis: 47.038, usercpu_time_millis_testing: 5.845, usercpu_time_millis_training: 41.193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.687, f_measure: 0.772, kappa: 0.0711, kb_relative_information_score: -3386.0368, mean_absolute_error: 0.2621, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7977, predictive_accuracy: 0.8345, prior_entropy: 0.6541, recall: 0.8345, relative_absolute_error: 0.9358, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3611, root_relative_squared_error: 0.965, scimark_benchmark: 1858.0974, usercpu_time_millis: 42.667, usercpu_time_millis_testing: 1.515, usercpu_time_millis_training: 41.152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.692, f_measure: 0.7587, kappa: 0.0148, kb_relative_information_score: -2448.9797, mean_absolute_error: 0.2626, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7973, predictive_accuracy: 0.8323, prior_entropy: 0.6541, recall: 0.8323, relative_absolute_error: 0.9375, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3613, root_relative_squared_error: 0.9653, scimark_benchmark: 1725.4608, usercpu_time_millis: 738.393, usercpu_time_millis_testing: 23.476, usercpu_time_millis_training: 714.917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6911, f_measure: 0.7616, kappa: 0.0267, kb_relative_information_score: -2527.7351, mean_absolute_error: 0.2617, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7998, predictive_accuracy: 0.8329, prior_entropy: 0.6541, recall: 0.8329, relative_absolute_error: 0.9342, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3611, root_relative_squared_error: 0.9648, scimark_benchmark: 1850.2875, usercpu_time_millis: 306.906, usercpu_time_millis_testing: 5.215, usercpu_time_millis_training: 301.691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6986, f_measure: 0.7599, kappa: 0.0196, kb_relative_information_score: -2174.1689, mean_absolute_error: 0.2628, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.814, predictive_accuracy: 0.8329, prior_entropy: 0.6541, recall: 0.8329, relative_absolute_error: 0.938, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3601, root_relative_squared_error: 0.9623, scimark_benchmark: 1850.8185, usercpu_time_millis: 281.927, usercpu_time_millis_testing: 12.236, usercpu_time_millis_training: 269.691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.679, f_measure: 0.758, kappa: 0.0119, kb_relative_information_score: -2584.6257, mean_absolute_error: 0.265, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7854, predictive_accuracy: 0.8319, prior_entropy: 0.6541, recall: 0.8319, relative_absolute_error: 0.9459, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3631, root_relative_squared_error: 0.9702, scimark_benchmark: 1820.2984, usercpu_time_millis: 185.067, usercpu_time_millis_testing: 7.566, usercpu_time_millis_training: 177.501,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6818, f_measure: 0.7551, kb_relative_information_score: -2531.2241, mean_absolute_error: 0.2664, 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: 0.9512, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3632, root_relative_squared_error: 0.9706, scimark_benchmark: 1858.2223, usercpu_time_millis: 126.316, usercpu_time_millis_testing: 5.039, usercpu_time_millis_training: 121.277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6725, f_measure: 0.7551, kappa: 0.0001, kb_relative_information_score: -3079.4729, mean_absolute_error: 0.2677, 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: 0.9557, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3646, root_relative_squared_error: 0.9743, scimark_benchmark: 1824.0753, usercpu_time_millis: 100.559, usercpu_time_millis_testing: 4.208, usercpu_time_millis_training: 96.351,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6957, f_measure: 0.7566, kappa: 0.0061, kb_relative_information_score: -1990.1332, mean_absolute_error: 0.2681, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8246, predictive_accuracy: 0.8321, prior_entropy: 0.6541, recall: 0.8321, relative_absolute_error: 0.9569, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3621, root_relative_squared_error: 0.9676, scimark_benchmark: 1730.0612, usercpu_time_millis: 71.908, usercpu_time_millis_testing: 6.752, usercpu_time_millis_training: 65.156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6885, f_measure: 0.7592, kappa: 0.0167, kb_relative_information_score: -2651.9626, mean_absolute_error: 0.2626, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7918, predictive_accuracy: 0.8322, prior_entropy: 0.6541, recall: 0.8322, relative_absolute_error: 0.9373, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3618, root_relative_squared_error: 0.9668, scimark_benchmark: 1850.2875, usercpu_time_millis: 68.817, usercpu_time_millis_testing: 0.986, usercpu_time_millis_training: 67.831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.7551, kb_relative_information_score: 3.1586, 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: 1790.0968, usercpu_time_millis: 37.848, usercpu_time_millis_testing: 6.805, usercpu_time_millis_training: 31.043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6872, f_measure: 0.7703, kappa: 0.0637, kb_relative_information_score: -2567.633, mean_absolute_error: 0.2589, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7962, predictive_accuracy: 0.8341, prior_entropy: 0.6541, recall: 0.8341, relative_absolute_error: 0.9242, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3613, root_relative_squared_error: 0.9653, scimark_benchmark: 1849.3742, usercpu_time_millis: 13.002, usercpu_time_millis_testing: 0.19, usercpu_time_millis_training: 12.812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6708, f_measure: 0.756, kappa: 0.0034, kb_relative_information_score: -3045.661, mean_absolute_error: 0.267, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7954, predictive_accuracy: 0.8317, prior_entropy: 0.6541, recall: 0.8317, relative_absolute_error: 0.9533, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3644, root_relative_squared_error: 0.9736, scimark_benchmark: 1823.9591, usercpu_time_millis: 17.136, usercpu_time_millis_testing: 0.458, usercpu_time_millis_training: 16.678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6894, f_measure: 0.761, kappa: 0.0242, kb_relative_information_score: -2605.8826, mean_absolute_error: 0.2625, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7976, predictive_accuracy: 0.8327, prior_entropy: 0.6541, recall: 0.8327, relative_absolute_error: 0.9371, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3616, root_relative_squared_error: 0.9661, scimark_benchmark: 1723.5031, usercpu_time_millis: 787.086, usercpu_time_millis_testing: 20.161, usercpu_time_millis_training: 766.925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6815, f_measure: 0.7579, kappa: 0.0116, kb_relative_information_score: -2430.8465, mean_absolute_error: 0.2642, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7812, predictive_accuracy: 0.8317, prior_entropy: 0.6541, recall: 0.8317, relative_absolute_error: 0.9433, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3628, root_relative_squared_error: 0.9693, scimark_benchmark: 1728.8106, usercpu_time_millis: 623.821, usercpu_time_millis_testing: 18.468, usercpu_time_millis_training: 605.353,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6924, f_measure: 0.7607, kappa: 0.0232, kb_relative_information_score: -2430.9123, mean_absolute_error: 0.261, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7926, predictive_accuracy: 0.8324, prior_entropy: 0.6541, recall: 0.8324, relative_absolute_error: 0.9318, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3609, root_relative_squared_error: 0.9645, scimark_benchmark: 1851.3287, usercpu_time_millis: 873.458, usercpu_time_millis_testing: 12.985, usercpu_time_millis_training: 860.473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6865, f_measure: 0.7577, kappa: 0.0105, kb_relative_information_score: -2503.1694, mean_absolute_error: 0.2635, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7826, predictive_accuracy: 0.8318, prior_entropy: 0.6541, recall: 0.8318, relative_absolute_error: 0.9407, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3621, root_relative_squared_error: 0.9676, scimark_benchmark: 1834.1796, usercpu_time_millis: 543.903, usercpu_time_millis_testing: 16.224, usercpu_time_millis_training: 527.679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.68, f_measure: 0.7697, kappa: 0.0618, kb_relative_information_score: -2896.6041, mean_absolute_error: 0.2586, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.784, predictive_accuracy: 0.8323, prior_entropy: 0.6541, recall: 0.8323, relative_absolute_error: 0.9233, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3636, root_relative_squared_error: 0.9715, scimark_benchmark: 1838.6751, usercpu_time_millis: 394.869, usercpu_time_millis_testing: 2.605, usercpu_time_millis_training: 392.264,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6855, f_measure: 0.7586, kappa: 0.0144, kb_relative_information_score: -2531.2133, mean_absolute_error: 0.2632, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7838, predictive_accuracy: 0.8319, prior_entropy: 0.6541, recall: 0.8319, relative_absolute_error: 0.9397, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3622, root_relative_squared_error: 0.9679, scimark_benchmark: 1839.0605, usercpu_time_millis: 312.37, usercpu_time_millis_testing: 7.174, usercpu_time_millis_training: 305.196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6904, f_measure: 0.7587, kappa: 0.0149, kb_relative_information_score: -2547.0688, mean_absolute_error: 0.2624, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7864, predictive_accuracy: 0.832, prior_entropy: 0.6541, recall: 0.832, relative_absolute_error: 0.9367, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3615, root_relative_squared_error: 0.966, scimark_benchmark: 1843.1261, usercpu_time_millis: 211.511, usercpu_time_millis_testing: 4.605, usercpu_time_millis_training: 206.906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6506, f_measure: 0.7558, kappa: 0.003, kb_relative_information_score: -3571.2821, mean_absolute_error: 0.2701, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7943, predictive_accuracy: 0.8317, prior_entropy: 0.6541, recall: 0.8317, relative_absolute_error: 0.9644, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3667, root_relative_squared_error: 0.9799, scimark_benchmark: 1859.1356, usercpu_time_millis: 181.745, usercpu_time_millis_testing: 9.137, usercpu_time_millis_training: 172.608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6936, f_measure: 0.7603, kappa: 0.0213, kb_relative_information_score: -2424.8497, mean_absolute_error: 0.2612, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7929, predictive_accuracy: 0.8324, prior_entropy: 0.6541, recall: 0.8324, relative_absolute_error: 0.9324, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3607, root_relative_squared_error: 0.9638, scimark_benchmark: 1856.5802, usercpu_time_millis: 103.298, usercpu_time_millis_testing: 1.664, usercpu_time_millis_training: 101.634,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6574, f_measure: 0.7551, kb_relative_information_score: -3539.2691, mean_absolute_error: 0.2721, 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: 0.9714, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3676, root_relative_squared_error: 0.9821, scimark_benchmark: 1854.4951, usercpu_time_millis: 107.294, usercpu_time_millis_testing: 9.006, usercpu_time_millis_training: 98.288,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.686, f_measure: 0.7702, kappa: 0.0635, kb_relative_information_score: -3900.9949, mean_absolute_error: 0.2652, 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: 0.9468, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3614, root_relative_squared_error: 0.9656, scimark_benchmark: 1836.5407, usercpu_time_millis: 67.754, usercpu_time_millis_testing: 1.897, usercpu_time_millis_training: 65.857,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6694, f_measure: 0.7551, kb_relative_information_score: -3079.433, 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: 0.3652, root_relative_squared_error: 0.9759, scimark_benchmark: 1853.9121, usercpu_time_millis: 73.773, usercpu_time_millis_testing: 4.349, usercpu_time_millis_training: 69.424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6601, f_measure: 0.7551, kb_relative_information_score: -3375.4484, mean_absolute_error: 0.2718, 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: 0.9703, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3671, root_relative_squared_error: 0.9809, scimark_benchmark: 1839.1303, usercpu_time_millis: 23.114, usercpu_time_millis_testing: 1.253, usercpu_time_millis_training: 21.861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.7551, kb_relative_information_score: -18.7644, 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: 1853.9121, usercpu_time_millis: 16.31, usercpu_time_millis_testing: 1.515, usercpu_time_millis_training: 14.795,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6892, f_measure: 0.7597, kappa: 0.0192, kb_relative_information_score: -2609.8078, mean_absolute_error: 0.2612, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7763, predictive_accuracy: 0.8315, prior_entropy: 0.6541, recall: 0.8315, relative_absolute_error: 0.9324, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3617, root_relative_squared_error: 0.9664, scimark_benchmark: 1756.1435, usercpu_time_millis: 1021.423, usercpu_time_millis_testing: 12.703, usercpu_time_millis_training: 1008.72,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6891, f_measure: 0.7596, kappa: 0.0185, kb_relative_information_score: -2642.6725, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7719, predictive_accuracy: 0.8313, prior_entropy: 0.6541, recall: 0.8313, relative_absolute_error: 0.9312, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3617, root_relative_squared_error: 0.9665, scimark_benchmark: 1849.447, usercpu_time_millis: 753.321, usercpu_time_millis_testing: 8.87, usercpu_time_millis_training: 744.451,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6838, f_measure: 0.7563, kappa: 0.005, kb_relative_information_score: -2461.2616, mean_absolute_error: 0.2646, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7881, predictive_accuracy: 0.8317, prior_entropy: 0.6541, recall: 0.8317, relative_absolute_error: 0.9445, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3625, root_relative_squared_error: 0.9687, scimark_benchmark: 1788.8282, usercpu_time_millis: 466.146, usercpu_time_millis_testing: 17.886, usercpu_time_millis_training: 448.26,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6869, f_measure: 0.7611, kappa: 0.0246, kb_relative_information_score: -2564.2847, mean_absolute_error: 0.2639, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8024, predictive_accuracy: 0.8329, prior_entropy: 0.6541, recall: 0.8329, relative_absolute_error: 0.9419, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3619, root_relative_squared_error: 0.9671, scimark_benchmark: 1788.5565, usercpu_time_millis: 332.055, usercpu_time_millis_testing: 13.767, usercpu_time_millis_training: 318.288,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6236, f_measure: 0.7551, kb_relative_information_score: -4072.5696, mean_absolute_error: 0.2729, 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: 0.9742, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3692, root_relative_squared_error: 0.9864, scimark_benchmark: 1789.0716, usercpu_time_millis: 189.051, usercpu_time_millis_testing: 10.372, usercpu_time_millis_training: 178.679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6823, f_measure: 0.7747, kappa: 0.0833, kb_relative_information_score: -4354.4263, mean_absolute_error: 0.2655, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7907, predictive_accuracy: 0.8336, prior_entropy: 0.6541, recall: 0.8336, 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: 1811.086, usercpu_time_millis: 186.804, usercpu_time_millis_testing: 4.359, usercpu_time_millis_training: 182.445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6859, f_measure: 0.7551, kappa: 0, kb_relative_information_score: -2523.0054, mean_absolute_error: 0.2667, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7252, predictive_accuracy: 0.8315, prior_entropy: 0.6541, recall: 0.8315, relative_absolute_error: 0.9523, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3629, root_relative_squared_error: 0.9697, scimark_benchmark: 1770.078, usercpu_time_millis: 128.505, usercpu_time_millis_testing: 11.186, usercpu_time_millis_training: 117.319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6488, f_measure: 0.7551, kb_relative_information_score: -3530.8444, 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: 0.9735, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3681, root_relative_squared_error: 0.9835, scimark_benchmark: 1842.1399, usercpu_time_millis: 117.717, usercpu_time_millis_testing: 9.115, usercpu_time_millis_training: 108.602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6933, f_measure: 0.769, kappa: 0.058, kb_relative_information_score: -2313.5494, mean_absolute_error: 0.2595, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7951, predictive_accuracy: 0.8338, prior_entropy: 0.6541, recall: 0.8338, relative_absolute_error: 0.9264, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3602, root_relative_squared_error: 0.9624, scimark_benchmark: 1782.7824, usercpu_time_millis: 99.157, usercpu_time_millis_testing: 1.038, usercpu_time_millis_training: 98.119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6335, f_measure: 0.7551, kb_relative_information_score: -2174.1665, 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: 0.3697, root_relative_squared_error: 0.9878, scimark_benchmark: 1792.4214, usercpu_time_millis: 85.549, usercpu_time_millis_testing: 9.284, usercpu_time_millis_training: 76.265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6762, f_measure: 0.7754, kappa: 0.0861, kb_relative_information_score: -4653.352, mean_absolute_error: 0.2663, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7943, predictive_accuracy: 0.8343, prior_entropy: 0.6541, recall: 0.8343, relative_absolute_error: 0.9506, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3638, root_relative_squared_error: 0.972, scimark_benchmark: 1756.6179, usercpu_time_millis: 79.239, usercpu_time_millis_testing: 1.934, usercpu_time_millis_training: 77.305,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6978, f_measure: 0.7672, kappa: 0.0503, kb_relative_information_score: -2430.4373, mean_absolute_error: 0.2615, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.802, predictive_accuracy: 0.8341, prior_entropy: 0.6541, recall: 0.8341, relative_absolute_error: 0.9334, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3593, root_relative_squared_error: 0.96, scimark_benchmark: 1760.6932, usercpu_time_millis: 56.376, usercpu_time_millis_testing: 2.157, usercpu_time_millis_training: 54.219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6992, f_measure: 0.7672, kappa: 0.0505, kb_relative_information_score: -2462.0113, mean_absolute_error: 0.2616, 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: 0.9338, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.359, root_relative_squared_error: 0.9594, scimark_benchmark: 1806.7952, usercpu_time_millis: 55.054, usercpu_time_millis_testing: 2.403, usercpu_time_millis_training: 52.651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6505, f_measure: 0.7551, kb_relative_information_score: -1357.992, mean_absolute_error: 0.2768, 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: 0.9881, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3705, root_relative_squared_error: 0.9899, scimark_benchmark: 1811.6499, usercpu_time_millis: 55.2, usercpu_time_millis_testing: 5.146, usercpu_time_millis_training: 50.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7551, kb_relative_information_score: -4.8518, 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: 1761.0637, usercpu_time_millis: 35.99, usercpu_time_millis_testing: 5.931, usercpu_time_millis_training: 30.059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6509, f_measure: 0.7551, kb_relative_information_score: -1369.888, mean_absolute_error: 0.2768, 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: 0.988, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3704, root_relative_squared_error: 0.9898, scimark_benchmark: 1758.4394, usercpu_time_millis: 32.176, usercpu_time_millis_testing: 1.955, usercpu_time_millis_training: 30.221,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6987, f_measure: 0.762, kappa: 0.0286, kb_relative_information_score: -2108.8918, mean_absolute_error: 0.2619, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8067, predictive_accuracy: 0.8333, prior_entropy: 0.6541, recall: 0.8333, relative_absolute_error: 0.9349, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3598, root_relative_squared_error: 0.9615, scimark_benchmark: 1771.5978, usercpu_time_millis: 27.781, usercpu_time_millis_testing: 0.713, usercpu_time_millis_training: 27.068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6912, f_measure: 0.7695, kappa: 0.0603, kb_relative_information_score: -2941.6236, mean_absolute_error: 0.2618, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7992, predictive_accuracy: 0.8343, prior_entropy: 0.6541, recall: 0.8343, relative_absolute_error: 0.9345, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3603, root_relative_squared_error: 0.9628, scimark_benchmark: 1779.7402, usercpu_time_millis: 14.442, usercpu_time_millis_testing: 0.62, usercpu_time_millis_training: 13.822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6957, f_measure: 0.7594, kappa: 0.0176, kb_relative_information_score: -2284.8077, mean_absolute_error: 0.2621, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8051, predictive_accuracy: 0.8326, prior_entropy: 0.6541, recall: 0.8326, relative_absolute_error: 0.9357, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3605, root_relative_squared_error: 0.9634, scimark_benchmark: 785.0008, usercpu_time_millis: 671.725, usercpu_time_millis_testing: 20.798, usercpu_time_millis_training: 650.927,

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