Task
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: 0.6939, f_measure: 0.756, kappa: 0.0036, kb_relative_information_score: -2285.2251, mean_absolute_error: 0.2648, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8089, predictive_accuracy: 0.8318, prior_entropy: 0.6541, recall: 0.8318, relative_absolute_error: 0.9453, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3614, root_relative_squared_error: 0.9658, scimark_benchmark: 1849.8294, usercpu_time_millis: 273.865, usercpu_time_millis_testing: 16.887, usercpu_time_millis_training: 256.978,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.684, f_measure: 0.7582, kappa: 0.0128, kb_relative_information_score: -2644.6425, mean_absolute_error: 0.2631, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.772, predictive_accuracy: 0.8314, prior_entropy: 0.6541, recall: 0.8314, relative_absolute_error: 0.9393, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3625, root_relative_squared_error: 0.9687, scimark_benchmark: 1733.299, usercpu_time_millis: 285.721, usercpu_time_millis_testing: 5.021, usercpu_time_millis_training: 280.7,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6962, f_measure: 0.7615, kappa: 0.0265, kb_relative_information_score: -2349.3627, mean_absolute_error: 0.262, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8066, predictive_accuracy: 0.8331, prior_entropy: 0.6541, recall: 0.8331, relative_absolute_error: 0.9355, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3603, root_relative_squared_error: 0.9627, scimark_benchmark: 1810.7504, usercpu_time_millis: 259.076, usercpu_time_millis_testing: 9.803, usercpu_time_millis_training: 249.273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6946, f_measure: 0.7712, kappa: 0.0672, kb_relative_information_score: -2179.889, mean_absolute_error: 0.2579, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8043, predictive_accuracy: 0.8351, prior_entropy: 0.6541, recall: 0.8351, relative_absolute_error: 0.9208, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3596, root_relative_squared_error: 0.961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6603, f_measure: 0.7551, kb_relative_information_score: -3097.724, 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: 0.3676, root_relative_squared_error: 0.9824, scimark_benchmark: 1841.1596, usercpu_time_millis: 39.633, usercpu_time_millis_testing: 1.881, usercpu_time_millis_training: 37.752,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.7551, kb_relative_information_score: -5.6042, 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: 789.6492, usercpu_time_millis: 25.86, usercpu_time_millis_testing: 3.457, usercpu_time_millis_training: 22.403,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.7551, kb_relative_information_score: 0.2733, 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: 1829.1442, usercpu_time_millis: 28.419, usercpu_time_millis_testing: 4.887, usercpu_time_millis_training: 23.532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6926, f_measure: 0.765, kappa: 0.041, kb_relative_information_score: -2681.3622, mean_absolute_error: 0.2623, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8034, predictive_accuracy: 0.8338, prior_entropy: 0.6541, recall: 0.8338, relative_absolute_error: 0.9365, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3604, root_relative_squared_error: 0.963, scimark_benchmark: 1834.7077, usercpu_time_millis: 18.468, usercpu_time_millis_testing: 0.723, usercpu_time_millis_training: 17.745,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7551, kb_relative_information_score: 1.0646, 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: 26.391, usercpu_time_millis_testing: 6.71, usercpu_time_millis_training: 19.681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7551, kb_relative_information_score: -5.6082, 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: 32.277, usercpu_time_millis_testing: 4.029, usercpu_time_millis_training: 28.248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.7551, kb_relative_information_score: -1.6831, 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: 1846.3057, usercpu_time_millis: 30.4, usercpu_time_millis_testing: 4.81, usercpu_time_millis_training: 25.59,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6515, f_measure: 0.7551, kb_relative_information_score: -2006.2117, mean_absolute_error: 0.2754, 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: 0.9832, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3693, root_relative_squared_error: 0.9869, scimark_benchmark: 1815.5992, usercpu_time_millis: 38.145, usercpu_time_millis_testing: 3.363, usercpu_time_millis_training: 34.782,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6572, f_measure: 0.7551, kb_relative_information_score: -3628.096, mean_absolute_error: 0.271, 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: 0.9673, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3668, root_relative_squared_error: 0.9802, scimark_benchmark: 1848.321, usercpu_time_millis: 34.075, usercpu_time_millis_testing: 1.426, usercpu_time_millis_training: 32.649,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6192, f_measure: 0.7551, kb_relative_information_score: -2480.489, 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: 0.9855, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3703, root_relative_squared_error: 0.9895, scimark_benchmark: 1855.4813, usercpu_time_millis: 25.792, usercpu_time_millis_testing: 1.783, usercpu_time_millis_training: 24.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.698, f_measure: 0.7582, kappa: 0.0125, kb_relative_information_score: -1820.3689, mean_absolute_error: 0.2666, 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: 0.9518, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3613, root_relative_squared_error: 0.9655, scimark_benchmark: 1781.4348, usercpu_time_millis: 43.906, usercpu_time_millis_testing: 2.44, usercpu_time_millis_training: 41.466,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7551, kb_relative_information_score: -2.7118, 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: 1831.3506, usercpu_time_millis: 37.279, usercpu_time_millis_testing: 6.015, usercpu_time_millis_training: 31.264,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6838, f_measure: 0.7552, kappa: 0.0004, kb_relative_information_score: -2521.524, mean_absolute_error: 0.2655, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7421, predictive_accuracy: 0.8315, prior_entropy: 0.6541, recall: 0.8315, relative_absolute_error: 0.9477, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3627, root_relative_squared_error: 0.9693, scimark_benchmark: 1851.4874, usercpu_time_millis: 74.288, usercpu_time_millis_testing: 2.751, usercpu_time_millis_training: 71.537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6572, f_measure: 0.7573, kappa: 0.009, kb_relative_information_score: -3298.5808, mean_absolute_error: 0.2692, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8018, predictive_accuracy: 0.8321, prior_entropy: 0.6541, recall: 0.8321, relative_absolute_error: 0.9609, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3661, root_relative_squared_error: 0.9782, scimark_benchmark: 1731.3294, usercpu_time_millis: 72.424, usercpu_time_millis_testing: 1.771, usercpu_time_millis_training: 70.653,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6421, f_measure: 0.7551, kb_relative_information_score: -1912.9018, 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: 0.9851, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3699, root_relative_squared_error: 0.9883, scimark_benchmark: 1848.8462, usercpu_time_millis: 87.209, usercpu_time_millis_testing: 8.815, usercpu_time_millis_training: 78.394,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6874, f_measure: 0.7551, kb_relative_information_score: -1998.0866, mean_absolute_error: 0.2701, 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: 0.9643, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3644, root_relative_squared_error: 0.9737, scimark_benchmark: 1852.0126, usercpu_time_millis: 82.402, usercpu_time_millis_testing: 7.968, usercpu_time_millis_training: 74.434,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6502, f_measure: 0.7551, kb_relative_information_score: -1367.5151, 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: 0.9899, scimark_benchmark: 1849.9572, usercpu_time_millis: 79.297, usercpu_time_millis_testing: 8.938, usercpu_time_millis_training: 70.359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6968, f_measure: 0.7574, kappa: 0.0093, kb_relative_information_score: -1953.2124, mean_absolute_error: 0.2676, 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: 0.9553, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3617, root_relative_squared_error: 0.9665, scimark_benchmark: 1851.8567, usercpu_time_millis: 59.508, usercpu_time_millis_testing: 5.041, usercpu_time_millis_training: 54.467,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6128, f_measure: 0.7551, kb_relative_information_score: -3798.708, 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: 0.9859, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3711, root_relative_squared_error: 0.9917, scimark_benchmark: 1822.3184, usercpu_time_millis: 65.582, usercpu_time_millis_testing: 5.304, usercpu_time_millis_training: 60.278,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6917, f_measure: 0.756, kappa: 0.0036, kb_relative_information_score: -2398.9639, mean_absolute_error: 0.2638, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.794, predictive_accuracy: 0.8317, prior_entropy: 0.6541, recall: 0.8317, relative_absolute_error: 0.9418, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3615, root_relative_squared_error: 0.9659, scimark_benchmark: 1853.9121, usercpu_time_millis: 75.475, usercpu_time_millis_testing: 2.179, usercpu_time_millis_training: 73.296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6888, f_measure: 0.7551, kb_relative_information_score: -1973.9796, mean_absolute_error: 0.2697, 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: 0.9626, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3641, root_relative_squared_error: 0.9728, scimark_benchmark: 1847.8629, usercpu_time_millis: 93.212, usercpu_time_millis_testing: 5.885, usercpu_time_millis_training: 87.327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6401, f_measure: 0.7551, kb_relative_information_score: -2164.4761, 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: 0.9837, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3696, root_relative_squared_error: 0.9877, scimark_benchmark: 1852.3367, usercpu_time_millis: 94.422, usercpu_time_millis_testing: 10.112, usercpu_time_millis_training: 84.31,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6204, f_measure: 0.7551, kb_relative_information_score: -2237.637, 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: 0.9858, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3704, root_relative_squared_error: 0.9897, scimark_benchmark: 1848.321, usercpu_time_millis: 70.982, usercpu_time_millis_testing: 6.476, usercpu_time_millis_training: 64.506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6302, f_measure: 0.7551, kb_relative_information_score: -2186.9424, 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: 0.3698, root_relative_squared_error: 0.9882, scimark_benchmark: 1856.125, usercpu_time_millis: 69.372, usercpu_time_millis_testing: 7.114, usercpu_time_millis_training: 62.258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6865, f_measure: 0.7612, kappa: 0.0249, kb_relative_information_score: -2649.0422, mean_absolute_error: 0.265, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8056, predictive_accuracy: 0.833, prior_entropy: 0.6541, recall: 0.833, relative_absolute_error: 0.9461, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3621, root_relative_squared_error: 0.9676, scimark_benchmark: 1828.9873, usercpu_time_millis: 77.122, usercpu_time_millis_testing: 5.218, usercpu_time_millis_training: 71.904,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.7551, kb_relative_information_score: -7.3563, mean_absolute_error: 0.2801, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3742, root_relative_squared_error: 1, scimark_benchmark: 1843.2914, usercpu_time_millis: 19.029, usercpu_time_millis_testing: 3.192, usercpu_time_millis_training: 15.837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.7551, kb_relative_information_score: 2.1175, 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: 1852.0126, usercpu_time_millis: 40.311, usercpu_time_millis_testing: 7.274, usercpu_time_millis_training: 33.037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6467, f_measure: 0.7551, kb_relative_information_score: -3414.9529, 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: 0.9743, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3681, root_relative_squared_error: 0.9835, scimark_benchmark: 1840.3077, usercpu_time_millis: 11.153, usercpu_time_millis_testing: 0.583, usercpu_time_millis_training: 10.57,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6862, f_measure: 0.7582, kappa: 0.0127, kb_relative_information_score: -2500.3499, mean_absolute_error: 0.2633, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7865, predictive_accuracy: 0.8319, prior_entropy: 0.6541, recall: 0.8319, relative_absolute_error: 0.94, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3621, root_relative_squared_error: 0.9675, scimark_benchmark: 1852.9259, usercpu_time_millis: 44.424, usercpu_time_millis_testing: 0.941, usercpu_time_millis_training: 43.483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6637, f_measure: 0.7551, kb_relative_information_score: -2088.3372, mean_absolute_error: 0.2744, 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: 0.9795, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3683, root_relative_squared_error: 0.9841, scimark_benchmark: 1842.598, usercpu_time_millis: 16.559, usercpu_time_millis_testing: 1.34, usercpu_time_millis_training: 15.219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.7551, kb_relative_information_score: -7.5304, 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: 1885.5791, usercpu_time_millis: 7.352, usercpu_time_millis_testing: 0.815, usercpu_time_millis_training: 6.537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6832, f_measure: 0.7577, kappa: 0.0109, kb_relative_information_score: -2450.4249, mean_absolute_error: 0.264, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7789, predictive_accuracy: 0.8317, prior_entropy: 0.6541, recall: 0.8317, relative_absolute_error: 0.9423, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3626, root_relative_squared_error: 0.9688, scimark_benchmark: 1846.6923, usercpu_time_millis: 30.251, usercpu_time_millis_testing: 0.534, usercpu_time_millis_training: 29.717,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.7551, kb_relative_information_score: 0.704, 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: 0.9998, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3742, root_relative_squared_error: 1, scimark_benchmark: 1817.4343, usercpu_time_millis: 35.158, usercpu_time_millis_testing: 5.996, usercpu_time_millis_training: 29.162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6503, f_measure: 0.7551, kb_relative_information_score: -1648.1013, 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: 0.3699, root_relative_squared_error: 0.9884, scimark_benchmark: 1845.2509, usercpu_time_millis: 23.386, usercpu_time_millis_testing: 2.725, usercpu_time_millis_training: 20.661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.7551, kb_relative_information_score: 1.01, 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: 0.9998, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3742, root_relative_squared_error: 1, scimark_benchmark: 1802.8267, usercpu_time_millis: 35.019, usercpu_time_millis_testing: 6.046, usercpu_time_millis_training: 28.973,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7551, kb_relative_information_score: -2.4169, 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: 1837.622, usercpu_time_millis: 52.495, usercpu_time_millis_testing: 6.355, usercpu_time_millis_training: 46.14,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5862, f_measure: 0.7611, kappa: 0.0902, kb_relative_information_score: -53615.1884, mean_absolute_error: 0.4517, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7467, predictive_accuracy: 0.7803, prior_entropy: 0.6541, recall: 0.7803, relative_absolute_error: 1.6125, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.4582, root_relative_squared_error: 1.2242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6697, f_measure: 0.763, kappa: 0.1911, kb_relative_information_score: -61707.755, mean_absolute_error: 0.4897, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7742, predictive_accuracy: 0.7537, prior_entropy: 0.6541, recall: 0.7537, relative_absolute_error: 1.7481, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.4899, root_relative_squared_error: 1.3091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6982, f_measure: 0.7701, kappa: 0.0624, kb_relative_information_score: -2096.9492, mean_absolute_error: 0.258, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8057, predictive_accuracy: 0.835, prior_entropy: 0.6541, recall: 0.835, relative_absolute_error: 0.9212, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3592, root_relative_squared_error: 0.9599,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6163, f_measure: 0.7719, kappa: 0.0829, kb_relative_information_score: -35903.959, mean_absolute_error: 0.3818, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7577, predictive_accuracy: 0.818, prior_entropy: 0.6541, recall: 0.818, relative_absolute_error: 1.3629, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.4084, root_relative_squared_error: 1.0912,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6832, f_measure: 0.7585, kappa: 0.0142, kb_relative_information_score: -2693.7011, mean_absolute_error: 0.2631, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7711, predictive_accuracy: 0.8313, prior_entropy: 0.6541, recall: 0.8313, relative_absolute_error: 0.9392, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3626, root_relative_squared_error: 0.969, scimark_benchmark: 1855.6669, usercpu_time_millis: 568.875, usercpu_time_millis_testing: 10.822, usercpu_time_millis_training: 558.053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6873, f_measure: 0.7655, kappa: 0.0429, kb_relative_information_score: -49041.9027, mean_absolute_error: 0.4293, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8, predictive_accuracy: 0.8336, prior_entropy: 0.6541, recall: 0.8336, relative_absolute_error: 1.5325, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.4366, root_relative_squared_error: 1.1666,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6841, f_measure: 0.7618, kappa: 0.0276, kb_relative_information_score: -53380.649, mean_absolute_error: 0.4484, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8092, predictive_accuracy: 0.8333, prior_entropy: 0.6541, recall: 0.8333, relative_absolute_error: 1.6008, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.4523, root_relative_squared_error: 1.2087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6684, f_measure: 0.7713, kappa: 0.0686, kb_relative_information_score: -22013.2163, mean_absolute_error: 0.3303, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7877, predictive_accuracy: 0.8329, prior_entropy: 0.6541, recall: 0.8329, relative_absolute_error: 1.1792, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3807, root_relative_squared_error: 1.0172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6857, f_measure: 0.764, kappa: 0.037, kb_relative_information_score: -57258.2955, mean_absolute_error: 0.4669, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7926, predictive_accuracy: 0.8329, prior_entropy: 0.6541, recall: 0.8329, relative_absolute_error: 1.667, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.4687, root_relative_squared_error: 1.2524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6552, kb_relative_information_score: -58985.9825, mean_absolute_error: 0.4752, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 1.6964, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.4761, root_relative_squared_error: 1.2722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6828, f_measure: 0.7775, kappa: 0.0963, kb_relative_information_score: -2891.2195, mean_absolute_error: 0.2575, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7881, predictive_accuracy: 0.833, prior_entropy: 0.6541, recall: 0.833, relative_absolute_error: 0.9193, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3628, root_relative_squared_error: 0.9695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6944, f_measure: 0.7726, kappa: 0.0733, kb_relative_information_score: -2217.1546, mean_absolute_error: 0.2578, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8039, predictive_accuracy: 0.8353, prior_entropy: 0.6541, recall: 0.8353, relative_absolute_error: 0.9202, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3597, root_relative_squared_error: 0.9611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6921, f_measure: 0.7733, kappa: 0.0764, kb_relative_information_score: -2377.2165, mean_absolute_error: 0.2578, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8003, predictive_accuracy: 0.835, prior_entropy: 0.6541, recall: 0.835, relative_absolute_error: 0.9203, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3601, root_relative_squared_error: 0.9622,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6907, f_measure: 0.7731, kappa: 0.0757, kb_relative_information_score: -2454.4323, mean_absolute_error: 0.2579, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7989, predictive_accuracy: 0.8348, prior_entropy: 0.6541, recall: 0.8348, relative_absolute_error: 0.9206, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3605, root_relative_squared_error: 0.9634,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.659, kb_relative_information_score: -59656.2382, mean_absolute_error: 0.4787, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 1.709, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.4794, root_relative_squared_error: 1.281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6853, f_measure: 0.7739, kappa: 0.0808, kb_relative_information_score: -55277.2221, mean_absolute_error: 0.4584, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7826, predictive_accuracy: 0.8317, prior_entropy: 0.6541, recall: 0.8317, relative_absolute_error: 1.6366, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.462, root_relative_squared_error: 1.2345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6767, f_measure: 0.761, kappa: 0.0242, kb_relative_information_score: -55469.8557, mean_absolute_error: 0.458, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8145, predictive_accuracy: 0.8332, prior_entropy: 0.6541, recall: 0.8332, relative_absolute_error: 1.635, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.4606, root_relative_squared_error: 1.2307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6895, f_measure: 0.7673, kappa: 0.0509, kb_relative_information_score: -52372.7985, mean_absolute_error: 0.444, 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: 1.5851, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.4488, root_relative_squared_error: 1.1991,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.62, f_measure: 0.7744, kappa: 0.0858, kb_relative_information_score: -34564.7701, mean_absolute_error: 0.3754, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7718, predictive_accuracy: 0.8277, prior_entropy: 0.6541, recall: 0.8277, relative_absolute_error: 1.3403, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.4118, root_relative_squared_error: 1.1005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6935, f_measure: 0.7708, kappa: 0.0654, kb_relative_information_score: -2216.5391, mean_absolute_error: 0.258, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.804, predictive_accuracy: 0.835, prior_entropy: 0.6541, recall: 0.835, relative_absolute_error: 0.9209, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.36, root_relative_squared_error: 0.9619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.687, f_measure: 0.7723, kappa: 0.0724, kb_relative_information_score: -50756.7717, mean_absolute_error: 0.4375, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7928, predictive_accuracy: 0.8338, prior_entropy: 0.6541, recall: 0.8338, relative_absolute_error: 1.5618, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.4439, root_relative_squared_error: 1.1861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6164, f_measure: 0.7768, kappa: 0.1237, kb_relative_information_score: -61551.7829, mean_absolute_error: 0.4892, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7617, predictive_accuracy: 0.8074, prior_entropy: 0.6541, recall: 0.8074, relative_absolute_error: 1.7463, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.4898, root_relative_squared_error: 1.3088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6911, f_measure: 0.774, kappa: 0.0798, kb_relative_information_score: -2431.7663, mean_absolute_error: 0.2578, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7979, predictive_accuracy: 0.8348, prior_entropy: 0.6541, recall: 0.8348, relative_absolute_error: 0.9203, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3604, root_relative_squared_error: 0.9631,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, kb_relative_information_score: 1.0182, mean_absolute_error: 0.2801, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, 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,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5973, f_measure: 0.7697, kappa: 0.1133, kb_relative_information_score: -57851.8163, mean_absolute_error: 0.4705, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7547, predictive_accuracy: 0.7927, prior_entropy: 0.6541, recall: 0.7927, relative_absolute_error: 1.6797, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.4729, root_relative_squared_error: 1.2637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6892, f_measure: 0.7747, kappa: 0.0828, kb_relative_information_score: -2164.5914, mean_absolute_error: 0.2553, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.794, predictive_accuracy: 0.8342, prior_entropy: 0.6541, recall: 0.8342, relative_absolute_error: 0.9114, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3611, root_relative_squared_error: 0.965,

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