OpenML
Supervised Classification on bank-marketing

Supervised Classification on bank-marketing

Task 145833 Supervised Classification bank-marketing 22645 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9045, f_measure: 0.8659, kappa: 0.2508, kb_relative_information_score: 3531.0569, mean_absolute_error: 0.1517, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.872, predictive_accuracy: 0.8931, prior_entropy: 0.5207, recall: 0.8931, relative_absolute_error: 0.7341, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2687, root_relative_squared_error: 0.836, scimark_benchmark: 1724.7957, usercpu_time_millis: 288.624, usercpu_time_millis_testing: 14.431, usercpu_time_millis_training: 274.193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9263, f_measure: 0.8946, kappa: 0.4456, kb_relative_information_score: 7778.948, mean_absolute_error: 0.136, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8927, predictive_accuracy: 0.9051, prior_entropy: 0.5207, recall: 0.9051, relative_absolute_error: 0.6584, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2549, root_relative_squared_error: 0.793, scimark_benchmark: 1731.9625, usercpu_time_millis: 192.205, usercpu_time_millis_testing: 14.892, usercpu_time_millis_training: 177.313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8936, f_measure: 0.8282, kb_relative_information_score: 4004.3086, mean_absolute_error: 0.1609, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.7788, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2747, root_relative_squared_error: 0.8547, scimark_benchmark: 1730.9334, usercpu_time_millis: 180.934, usercpu_time_millis_testing: 7.758, usercpu_time_millis_training: 173.176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9241, f_measure: 0.8889, kappa: 0.4055, kb_relative_information_score: 6928.8363, mean_absolute_error: 0.1386, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8883, predictive_accuracy: 0.9027, prior_entropy: 0.5207, recall: 0.9027, relative_absolute_error: 0.6709, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2569, root_relative_squared_error: 0.7994, scimark_benchmark: 1732.3961, usercpu_time_millis: 169.633, usercpu_time_millis_testing: 4.439, usercpu_time_millis_training: 165.194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8767, f_measure: 0.8282, kb_relative_information_score: -1383.4422, mean_absolute_error: 0.1659, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.8031, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2821, root_relative_squared_error: 0.8777, scimark_benchmark: 1732.7315, usercpu_time_millis: 145.356, usercpu_time_millis_testing: 13.995, usercpu_time_millis_training: 131.361,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8878, f_measure: 0.8282, kb_relative_information_score: 1299.7006, mean_absolute_error: 0.1787, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.865, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2864, root_relative_squared_error: 0.8912, scimark_benchmark: 1699.1871, usercpu_time_millis: 132.479, usercpu_time_millis_testing: 12.72, usercpu_time_millis_training: 119.759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9103, f_measure: 0.8458, kappa: 0.1116, kb_relative_information_score: 3810.7459, mean_absolute_error: 0.1717, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8834, predictive_accuracy: 0.8895, prior_entropy: 0.5207, recall: 0.8895, relative_absolute_error: 0.8309, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2783, root_relative_squared_error: 0.866, scimark_benchmark: 1728.0291, usercpu_time_millis: 124.404, usercpu_time_millis_testing: 10.145, usercpu_time_millis_training: 114.259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9022, f_measure: 0.8373, kappa: 0.0579, kb_relative_information_score: 3037.9359, mean_absolute_error: 0.1747, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8798, predictive_accuracy: 0.8862, prior_entropy: 0.5207, recall: 0.8862, relative_absolute_error: 0.8457, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2818, root_relative_squared_error: 0.8769, scimark_benchmark: 1696.1873, usercpu_time_millis: 102.865, usercpu_time_millis_testing: 6.798, usercpu_time_millis_training: 96.067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9083, f_measure: 0.8393, kappa: 0.0702, kb_relative_information_score: 2964.0847, mean_absolute_error: 0.1597, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8842, predictive_accuracy: 0.8872, prior_entropy: 0.5207, recall: 0.8872, relative_absolute_error: 0.7728, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2708, root_relative_squared_error: 0.8425, scimark_benchmark: 1736.4687, usercpu_time_millis: 96.147, usercpu_time_millis_testing: 4.589, usercpu_time_millis_training: 91.558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.8282, kb_relative_information_score: -28.5136, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1731.5914, usercpu_time_millis: 8.195, usercpu_time_millis_testing: 0.707, usercpu_time_millis_training: 7.488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9259, f_measure: 0.8978, kappa: 0.4711, kb_relative_information_score: 8514.4071, mean_absolute_error: 0.1328, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8951, predictive_accuracy: 0.9057, prior_entropy: 0.5207, recall: 0.9057, relative_absolute_error: 0.6426, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2544, root_relative_squared_error: 0.7916, scimark_benchmark: 1850.7869, usercpu_time_millis: 469.503, usercpu_time_millis_testing: 17.899, usercpu_time_millis_training: 451.604,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9061, f_measure: 0.8825, kappa: 0.3714, kb_relative_information_score: 5394.2135, mean_absolute_error: 0.1474, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8802, predictive_accuracy: 0.897, prior_entropy: 0.5207, recall: 0.897, relative_absolute_error: 0.7133, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2675, root_relative_squared_error: 0.8323, scimark_benchmark: 1847.1623, usercpu_time_millis: 353.576, usercpu_time_millis_testing: 14.28, usercpu_time_millis_training: 339.296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9155, f_measure: 0.8833, kappa: 0.3657, kb_relative_information_score: 5203.1859, mean_absolute_error: 0.1454, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8852, predictive_accuracy: 0.9009, prior_entropy: 0.5207, recall: 0.9009, relative_absolute_error: 0.7035, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.263, root_relative_squared_error: 0.8182, scimark_benchmark: 1832.2061, usercpu_time_millis: 245.552, usercpu_time_millis_testing: 9.85, usercpu_time_millis_training: 235.702,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8945, f_measure: 0.8282, kb_relative_information_score: 2483.8476, mean_absolute_error: 0.1686, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.8162, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2783, root_relative_squared_error: 0.8657, scimark_benchmark: 1846.6513, usercpu_time_millis: 217.571, usercpu_time_millis_testing: 12.609, usercpu_time_millis_training: 204.962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8619, f_measure: 0.8282, kb_relative_information_score: -2404.9711, mean_absolute_error: 0.1733, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.8387, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.288, root_relative_squared_error: 0.896, scimark_benchmark: 1855.5541, usercpu_time_millis: 204.556, usercpu_time_millis_testing: 11.34, usercpu_time_millis_training: 193.216,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9053, f_measure: 0.8286, kappa: 0.003, kb_relative_information_score: 3117.5659, mean_absolute_error: 0.1642, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8852, predictive_accuracy: 0.8832, prior_entropy: 0.5207, recall: 0.8832, relative_absolute_error: 0.7945, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2736, root_relative_squared_error: 0.8514, scimark_benchmark: 1833.2156, usercpu_time_millis: 171.718, usercpu_time_millis_testing: 10.762, usercpu_time_millis_training: 160.956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9317, f_measure: 0.9012, kappa: 0.4965, kb_relative_information_score: 9825.4766, mean_absolute_error: 0.127, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8984, predictive_accuracy: 0.9069, prior_entropy: 0.5207, recall: 0.9069, relative_absolute_error: 0.6146, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2505, root_relative_squared_error: 0.7793, scimark_benchmark: 1850.8185, usercpu_time_millis: 166.801, usercpu_time_millis_testing: 3.264, usercpu_time_millis_training: 163.537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9322, f_measure: 0.9017, kappa: 0.499, kb_relative_information_score: 10393.459, mean_absolute_error: 0.1256, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.899, predictive_accuracy: 0.9073, prior_entropy: 0.5207, recall: 0.9073, relative_absolute_error: 0.6078, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2501, root_relative_squared_error: 0.7783, scimark_benchmark: 1732.7797, usercpu_time_millis: 156.875, usercpu_time_millis_testing: 2.503, usercpu_time_millis_training: 154.372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9018, f_measure: 0.8284, kappa: 0.0013, kb_relative_information_score: 2334.7547, mean_absolute_error: 0.1766, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8968, predictive_accuracy: 0.8831, prior_entropy: 0.5207, recall: 0.8831, relative_absolute_error: 0.8549, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2836, root_relative_squared_error: 0.8825, scimark_benchmark: 1850.3731, usercpu_time_millis: 139.629, usercpu_time_millis_testing: 11.998, usercpu_time_millis_training: 127.631,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9084, f_measure: 0.8659, kappa: 0.2483, kb_relative_information_score: 4521.3224, mean_absolute_error: 0.1529, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8749, predictive_accuracy: 0.8941, prior_entropy: 0.5207, recall: 0.8941, relative_absolute_error: 0.74, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2685, root_relative_squared_error: 0.8355, scimark_benchmark: 1842.0729, usercpu_time_millis: 120.067, usercpu_time_millis_testing: 4.635, usercpu_time_millis_training: 115.432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9062, f_measure: 0.8298, kappa: 0.0104, kb_relative_information_score: 2515.255, mean_absolute_error: 0.162, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8788, predictive_accuracy: 0.8836, prior_entropy: 0.5207, recall: 0.8836, relative_absolute_error: 0.7839, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2725, root_relative_squared_error: 0.8477, scimark_benchmark: 1727.1901, usercpu_time_millis: 84.243, usercpu_time_millis_testing: 6.72, usercpu_time_millis_training: 77.523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.876, f_measure: 0.8282, kb_relative_information_score: -2396.2673, mean_absolute_error: 0.1859, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.8998, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2953, root_relative_squared_error: 0.9187, scimark_benchmark: 1834.5275, usercpu_time_millis: 68.34, usercpu_time_millis_testing: 9.251, usercpu_time_millis_training: 59.089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9179, f_measure: 0.8839, kappa: 0.3781, kb_relative_information_score: 6005.8863, mean_absolute_error: 0.143, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8822, predictive_accuracy: 0.8985, prior_entropy: 0.5207, recall: 0.8985, relative_absolute_error: 0.6922, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2616, root_relative_squared_error: 0.8138, scimark_benchmark: 1710.5015, usercpu_time_millis: 47.835, usercpu_time_millis_testing: 1.423, usercpu_time_millis_training: 46.412,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9317, f_measure: 0.9003, kappa: 0.4848, kb_relative_information_score: 9302.1178, mean_absolute_error: 0.1301, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8978, predictive_accuracy: 0.9078, prior_entropy: 0.5207, recall: 0.9078, relative_absolute_error: 0.6295, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2512, root_relative_squared_error: 0.7815, scimark_benchmark: 1760.0503, usercpu_time_millis: 447.253, usercpu_time_millis_testing: 11.465, usercpu_time_millis_training: 435.788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9134, f_measure: 0.8659, kappa: 0.2492, kb_relative_information_score: 4782.801, mean_absolute_error: 0.1504, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8742, predictive_accuracy: 0.8939, prior_entropy: 0.5207, recall: 0.8939, relative_absolute_error: 0.7278, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2657, root_relative_squared_error: 0.8266, scimark_benchmark: 1697.2329, usercpu_time_millis: 371.217, usercpu_time_millis_testing: 16.753, usercpu_time_millis_training: 354.464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9051, f_measure: 0.8717, kappa: 0.2899, kb_relative_information_score: 3569.5243, mean_absolute_error: 0.1512, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.876, predictive_accuracy: 0.8953, prior_entropy: 0.5207, recall: 0.8953, relative_absolute_error: 0.732, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2686, root_relative_squared_error: 0.8358, scimark_benchmark: 1730.591, usercpu_time_millis: 369.815, usercpu_time_millis_testing: 14.339, usercpu_time_millis_training: 355.476,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9034, f_measure: 0.8282, kb_relative_information_score: 2000.2527, mean_absolute_error: 0.1647, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.7971, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2746, root_relative_squared_error: 0.8545, scimark_benchmark: 1731.227, usercpu_time_millis: 146.492, usercpu_time_millis_testing: 17.276, usercpu_time_millis_training: 129.216,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9252, f_measure: 0.8951, kappa: 0.4516, kb_relative_information_score: 7858.3099, mean_absolute_error: 0.1357, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8926, predictive_accuracy: 0.9045, prior_entropy: 0.5207, recall: 0.9045, relative_absolute_error: 0.6567, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2553, root_relative_squared_error: 0.7942, scimark_benchmark: 1782.4116, usercpu_time_millis: 118.322, usercpu_time_millis_testing: 7.461, usercpu_time_millis_training: 110.861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8889, f_measure: 0.8282, kb_relative_information_score: 3867.3564, mean_absolute_error: 0.1659, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.8031, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2771, root_relative_squared_error: 0.8622, scimark_benchmark: 1770.6897, usercpu_time_millis: 114.449, usercpu_time_millis_testing: 8.867, usercpu_time_millis_training: 105.582,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9295, f_measure: 0.9007, kappa: 0.4929, kb_relative_information_score: 9355.0523, mean_absolute_error: 0.1284, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8979, predictive_accuracy: 0.9067, prior_entropy: 0.5207, recall: 0.9067, relative_absolute_error: 0.6216, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2515, root_relative_squared_error: 0.7824, scimark_benchmark: 1763.1768, usercpu_time_millis: 103.491, usercpu_time_millis_testing: 2.048, usercpu_time_millis_training: 101.443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8723, f_measure: 0.8282, kb_relative_information_score: -2453.8796, mean_absolute_error: 0.1817, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.8794, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.292, root_relative_squared_error: 0.9084, scimark_benchmark: 1703.805, usercpu_time_millis: 96.032, usercpu_time_millis_testing: 11.99, usercpu_time_millis_training: 84.042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8786, f_measure: 0.8592, kappa: 0.208, kb_relative_information_score: 4436.0649, mean_absolute_error: 0.1599, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8655, predictive_accuracy: 0.89, prior_entropy: 0.5207, recall: 0.89, relative_absolute_error: 0.7737, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2764, root_relative_squared_error: 0.8601, scimark_benchmark: 1742.3081, usercpu_time_millis: 80.742, usercpu_time_millis_testing: 3.417, usercpu_time_millis_training: 77.325,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8352, f_measure: 0.8282, kb_relative_information_score: -782.2536, mean_absolute_error: 0.1931, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9348, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3036, root_relative_squared_error: 0.9447, scimark_benchmark: 1703.5503, usercpu_time_millis: 44.998, usercpu_time_millis_testing: 2.785, usercpu_time_millis_training: 42.213,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9139, f_measure: 0.8884, kappa: 0.4139, kb_relative_information_score: 6238.7304, mean_absolute_error: 0.1413, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8852, predictive_accuracy: 0.8992, prior_entropy: 0.5207, recall: 0.8992, relative_absolute_error: 0.6839, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2628, root_relative_squared_error: 0.8176, scimark_benchmark: 1848.2024, usercpu_time_millis: 302.934, usercpu_time_millis_testing: 11.338, usercpu_time_millis_training: 291.596,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9305, f_measure: 0.9013, kappa: 0.4937, kb_relative_information_score: 8824.0225, mean_absolute_error: 0.1313, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8986, predictive_accuracy: 0.9077, prior_entropy: 0.5207, recall: 0.9077, relative_absolute_error: 0.6357, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2511, root_relative_squared_error: 0.7814, scimark_benchmark: 1363.7458, usercpu_time_millis: 643.779, usercpu_time_millis_testing: 29.023, usercpu_time_millis_training: 614.756,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9305, f_measure: 0.9013, kappa: 0.4957, kb_relative_information_score: 9391.0288, mean_absolute_error: 0.1288, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8985, predictive_accuracy: 0.9072, prior_entropy: 0.5207, recall: 0.9072, relative_absolute_error: 0.6235, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2509, root_relative_squared_error: 0.7806, scimark_benchmark: 1366.2251, usercpu_time_millis: 383.356, usercpu_time_millis_testing: 8.719, usercpu_time_millis_training: 374.637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.9004, kappa: 0.4918, kb_relative_information_score: 9427.0369, mean_absolute_error: 0.1284, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8976, predictive_accuracy: 0.9063, prior_entropy: 0.5207, recall: 0.9063, relative_absolute_error: 0.6216, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2528, root_relative_squared_error: 0.7867, scimark_benchmark: 1367.3668, usercpu_time_millis: 525.694, usercpu_time_millis_testing: 5.207, usercpu_time_millis_training: 520.487,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9294, f_measure: 0.8997, kappa: 0.4835, kb_relative_information_score: 8886.5494, mean_absolute_error: 0.1316, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8969, predictive_accuracy: 0.9067, prior_entropy: 0.5207, recall: 0.9067, relative_absolute_error: 0.6372, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2523, root_relative_squared_error: 0.7851, scimark_benchmark: 1372.699, usercpu_time_millis: 872, usercpu_time_millis_testing: 33.289, usercpu_time_millis_training: 838.711,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9224, f_measure: 0.8983, kappa: 0.4849, kb_relative_information_score: 9690.6833, mean_absolute_error: 0.1261, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8954, predictive_accuracy: 0.9033, prior_entropy: 0.5207, recall: 0.9033, relative_absolute_error: 0.6102, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2575, root_relative_squared_error: 0.8012, scimark_benchmark: 1367.6889, usercpu_time_millis: 548.327, usercpu_time_millis_testing: 7.892, usercpu_time_millis_training: 540.435,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.856, f_measure: 0.8282, kb_relative_information_score: -1844.1703, mean_absolute_error: 0.1722, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.8333, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2878, root_relative_squared_error: 0.8953, scimark_benchmark: 1366.367, usercpu_time_millis: 249.431, usercpu_time_millis_testing: 14.723, usercpu_time_millis_training: 234.708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9284, f_measure: 0.9004, kappa: 0.4891, kb_relative_information_score: 9137.6209, mean_absolute_error: 0.1307, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8977, predictive_accuracy: 0.9069, prior_entropy: 0.5207, recall: 0.9069, relative_absolute_error: 0.6326, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.253, root_relative_squared_error: 0.787, scimark_benchmark: 1365.9415, usercpu_time_millis: 989.37, usercpu_time_millis_testing: 18.142, usercpu_time_millis_training: 971.228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9278, f_measure: 0.8998, kappa: 0.4888, kb_relative_information_score: 9027.9435, mean_absolute_error: 0.1295, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8969, predictive_accuracy: 0.9058, prior_entropy: 0.5207, recall: 0.9058, relative_absolute_error: 0.6268, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2532, root_relative_squared_error: 0.7877, scimark_benchmark: 1362.3768, usercpu_time_millis: 2763.379, usercpu_time_millis_testing: 35.919, usercpu_time_millis_training: 2727.46,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8714, f_measure: 0.8282, kb_relative_information_score: -2541.3064, mean_absolute_error: 0.176, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.8517, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2881, root_relative_squared_error: 0.8965, scimark_benchmark: 1364.4621, usercpu_time_millis: 103.35, usercpu_time_millis_testing: 10.489, usercpu_time_millis_training: 92.861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9037, f_measure: 0.8645, kappa: 0.2435, kb_relative_information_score: 5146.6297, mean_absolute_error: 0.1484, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.869, predictive_accuracy: 0.8917, prior_entropy: 0.5207, recall: 0.8917, relative_absolute_error: 0.7183, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2689, root_relative_squared_error: 0.8367, scimark_benchmark: 1370.5692, usercpu_time_millis: 411.011, usercpu_time_millis_testing: 11.174, usercpu_time_millis_training: 399.837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8625, f_measure: 0.8282, kb_relative_information_score: -2716.803, mean_absolute_error: 0.1743, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.8437, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2889, root_relative_squared_error: 0.8988, scimark_benchmark: 1329.6099, usercpu_time_millis: 49.256, usercpu_time_millis_testing: 1.638, usercpu_time_millis_training: 47.618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9329, f_measure: 0.8999, kappa: 0.4835, kb_relative_information_score: 9695.6563, mean_absolute_error: 0.1289, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8973, predictive_accuracy: 0.9072, prior_entropy: 0.5207, recall: 0.9072, relative_absolute_error: 0.6239, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2501, root_relative_squared_error: 0.778, scimark_benchmark: 1361.839, usercpu_time_millis: 1079.442, usercpu_time_millis_testing: 35.381, usercpu_time_millis_training: 1044.061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9302, f_measure: 0.8968, kappa: 0.462, kb_relative_information_score: 8753.4633, mean_absolute_error: 0.1328, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8943, predictive_accuracy: 0.9057, prior_entropy: 0.5207, recall: 0.9057, relative_absolute_error: 0.6427, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2523, root_relative_squared_error: 0.7849, scimark_benchmark: 1360.9856, usercpu_time_millis: 377.874, usercpu_time_millis_testing: 12.739, usercpu_time_millis_training: 365.135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8866, f_measure: 0.8602, kappa: 0.2143, kb_relative_information_score: 4419.9385, mean_absolute_error: 0.1554, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8665, predictive_accuracy: 0.8904, prior_entropy: 0.5207, recall: 0.8904, relative_absolute_error: 0.7522, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2743, root_relative_squared_error: 0.8536, scimark_benchmark: 1362.0069, usercpu_time_millis: 277.532, usercpu_time_millis_testing: 6.245, usercpu_time_millis_training: 271.287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8997, f_measure: 0.8282, kb_relative_information_score: 1893.6146, mean_absolute_error: 0.1784, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.8634, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2855, root_relative_squared_error: 0.8883, scimark_benchmark: 1363.8348, usercpu_time_millis: 206.745, usercpu_time_millis_testing: 14.534, usercpu_time_millis_training: 192.211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9274, f_measure: 0.899, kappa: 0.4809, kb_relative_information_score: 8824.4267, mean_absolute_error: 0.1319, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8961, predictive_accuracy: 0.9058, prior_entropy: 0.5207, recall: 0.9058, relative_absolute_error: 0.6386, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2537, root_relative_squared_error: 0.7892, scimark_benchmark: 1363.5972, usercpu_time_millis: 1118.681, usercpu_time_millis_testing: 19.207, usercpu_time_millis_training: 1099.474,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9312, f_measure: 0.9013, kappa: 0.4984, kb_relative_information_score: 10287.5675, mean_absolute_error: 0.1252, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8985, predictive_accuracy: 0.9066, prior_entropy: 0.5207, recall: 0.9066, relative_absolute_error: 0.6061, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2515, root_relative_squared_error: 0.7826, scimark_benchmark: 1361.7278, usercpu_time_millis: 2058.379, usercpu_time_millis_testing: 55.821, usercpu_time_millis_training: 2002.558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9174, f_measure: 0.8898, kappa: 0.4199, kb_relative_information_score: 6491.9955, mean_absolute_error: 0.1395, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8872, predictive_accuracy: 0.901, prior_entropy: 0.5207, recall: 0.901, relative_absolute_error: 0.6752, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2608, root_relative_squared_error: 0.8115, scimark_benchmark: 1359.8625, usercpu_time_millis: 1380.303, usercpu_time_millis_testing: 24.308, usercpu_time_millis_training: 1355.995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9287, f_measure: 0.8994, kappa: 0.4796, kb_relative_information_score: 8922.0854, mean_absolute_error: 0.1309, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8968, predictive_accuracy: 0.9071, prior_entropy: 0.5207, recall: 0.9071, relative_absolute_error: 0.6336, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.253, root_relative_squared_error: 0.7872, scimark_benchmark: 1365.6713, usercpu_time_millis: 747.086, usercpu_time_millis_testing: 13.734, usercpu_time_millis_training: 733.352,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.926, f_measure: 0.8972, kappa: 0.4695, kb_relative_information_score: 8449.0802, mean_absolute_error: 0.1332, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8943, predictive_accuracy: 0.9048, prior_entropy: 0.5207, recall: 0.9048, relative_absolute_error: 0.6445, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2548, root_relative_squared_error: 0.7926, scimark_benchmark: 1354.5612, usercpu_time_millis: 852.441, usercpu_time_millis_testing: 15.658, usercpu_time_millis_training: 836.783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: -6.3852, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1370.4102, usercpu_time_millis: 76.752, usercpu_time_millis_testing: 10.129, usercpu_time_millis_training: 66.623,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9018, f_measure: 0.8612, kappa: 0.2209, kb_relative_information_score: 4785.3684, mean_absolute_error: 0.1501, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8673, predictive_accuracy: 0.8908, prior_entropy: 0.5207, recall: 0.8908, relative_absolute_error: 0.7266, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2704, root_relative_squared_error: 0.8414, scimark_benchmark: 1364.0371, usercpu_time_millis: 289.95, usercpu_time_millis_testing: 4.903, usercpu_time_millis_training: 285.047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9103, f_measure: 0.8476, kappa: 0.1231, kb_relative_information_score: 3989.8025, mean_absolute_error: 0.1711, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8835, predictive_accuracy: 0.8901, prior_entropy: 0.5207, recall: 0.8901, relative_absolute_error: 0.828, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2779, root_relative_squared_error: 0.8646, scimark_benchmark: 1365.0745, usercpu_time_millis: 171.529, usercpu_time_millis_testing: 10.839, usercpu_time_millis_training: 160.69,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9298, f_measure: 0.8963, kappa: 0.4571, kb_relative_information_score: 9171.7397, mean_absolute_error: 0.1318, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8943, predictive_accuracy: 0.906, prior_entropy: 0.5207, recall: 0.906, relative_absolute_error: 0.6381, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2518, root_relative_squared_error: 0.7833, scimark_benchmark: 1364.648, usercpu_time_millis: 93.105, usercpu_time_millis_testing: 2.582, usercpu_time_millis_training: 90.523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9272, f_measure: 0.8978, kappa: 0.4719, kb_relative_information_score: 8549.4146, mean_absolute_error: 0.133, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.895, predictive_accuracy: 0.9055, prior_entropy: 0.5207, recall: 0.9055, relative_absolute_error: 0.6438, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2539, root_relative_squared_error: 0.7899, scimark_benchmark: 1365.0892, usercpu_time_millis: 400.325, usercpu_time_millis_testing: 14.339, usercpu_time_millis_training: 385.986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9285, f_measure: 0.9006, kappa: 0.4936, kb_relative_information_score: 9923.932, mean_absolute_error: 0.1266, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8977, predictive_accuracy: 0.9062, prior_entropy: 0.5207, recall: 0.9062, relative_absolute_error: 0.6128, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2528, root_relative_squared_error: 0.7867, scimark_benchmark: 1365.8054, usercpu_time_millis: 1262.091, usercpu_time_millis_testing: 18.714, usercpu_time_millis_training: 1243.377,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8581, f_measure: 0.8282, kb_relative_information_score: -2550.2662, mean_absolute_error: 0.1745, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.8446, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2889, root_relative_squared_error: 0.8989, scimark_benchmark: 1365.0515, usercpu_time_millis: 43.215, usercpu_time_millis_testing: 1.232, usercpu_time_millis_training: 41.983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: -7.4419, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1361.7682, usercpu_time_millis: 62.706, usercpu_time_millis_testing: 8.919, usercpu_time_millis_training: 53.787,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9311, f_measure: 0.9013, kappa: 0.4973, kb_relative_information_score: 9371.5226, mean_absolute_error: 0.1286, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8985, predictive_accuracy: 0.9068, prior_entropy: 0.5207, recall: 0.9068, relative_absolute_error: 0.6225, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2507, root_relative_squared_error: 0.78, scimark_benchmark: 1363.1658, usercpu_time_millis: 2066.175, usercpu_time_millis_testing: 37.065, usercpu_time_millis_training: 2029.11,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9191, f_measure: 0.8894, kappa: 0.4114, kb_relative_information_score: 6388.6248, mean_absolute_error: 0.1401, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8879, predictive_accuracy: 0.9022, prior_entropy: 0.5207, recall: 0.9022, relative_absolute_error: 0.6783, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2598, root_relative_squared_error: 0.8082, scimark_benchmark: 1372.0817, usercpu_time_millis: 689.665, usercpu_time_millis_testing: 18.164, usercpu_time_millis_training: 671.501,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: -3.4282, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1363.8752, usercpu_time_millis: 64.043, usercpu_time_millis_testing: 10.133, usercpu_time_millis_training: 53.91,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9308, f_measure: 0.9016, kappa: 0.5007, kb_relative_information_score: 9909.845, mean_absolute_error: 0.1263, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8988, predictive_accuracy: 0.9066, prior_entropy: 0.5207, recall: 0.9066, relative_absolute_error: 0.6114, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2513, root_relative_squared_error: 0.782, scimark_benchmark: 1367.4512, usercpu_time_millis: 1957.58, usercpu_time_millis_testing: 35.954, usercpu_time_millis_training: 1921.626,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9331, f_measure: 0.9018, kappa: 0.4967, kb_relative_information_score: 9778.6197, mean_absolute_error: 0.1281, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8991, predictive_accuracy: 0.9081, prior_entropy: 0.5207, recall: 0.9081, relative_absolute_error: 0.6199, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2498, root_relative_squared_error: 0.7771, scimark_benchmark: 1368.2528, usercpu_time_millis: 1272.196, usercpu_time_millis_testing: 34.93, usercpu_time_millis_training: 1237.266,

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