OpenML
Supervised Classification on madelon

Supervised Classification on madelon

Task 145853 Supervised Classification madelon 38804 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6866, f_measure: 0.6165, kappa: 0.2331, kb_relative_information_score: 74.7377, mean_absolute_error: 0.4896, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6166, predictive_accuracy: 0.6165, prior_entropy: 1, recall: 0.6165, relative_absolute_error: 0.9791, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4904, root_relative_squared_error: 0.9809, scimark_benchmark: 1242.5, usercpu_time_millis: 69.598, usercpu_time_millis_testing: 4.818, usercpu_time_millis_training: 64.78,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7237, f_measure: 0.6528, kappa: 0.3062, kb_relative_information_score: 182.7706, mean_absolute_error: 0.4733, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6536, predictive_accuracy: 0.6531, prior_entropy: 1, recall: 0.6531, relative_absolute_error: 0.9465, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4773, root_relative_squared_error: 0.9546, scimark_benchmark: 1252.1813, usercpu_time_millis: 63.72, usercpu_time_millis_testing: 3.112, usercpu_time_millis_training: 60.608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6554, f_measure: 0.6065, kappa: 0.2131, kb_relative_information_score: 85.3214, mean_absolute_error: 0.4879, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6066, predictive_accuracy: 0.6065, prior_entropy: 1, recall: 0.6065, relative_absolute_error: 0.9757, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4896, root_relative_squared_error: 0.9791, scimark_benchmark: 1255.1901, usercpu_time_millis: 54.498, usercpu_time_millis_testing: 3.615, usercpu_time_millis_training: 50.883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.664, f_measure: 0.6081, kappa: 0.2162, kb_relative_information_score: 37.9379, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6081, predictive_accuracy: 0.6081, prior_entropy: 1, recall: 0.6081, relative_absolute_error: 0.9896, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4951, root_relative_squared_error: 0.9902, scimark_benchmark: 1261.4178, usercpu_time_millis: 54.152, usercpu_time_millis_testing: 4.43, usercpu_time_millis_training: 49.722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.653, f_measure: 0.6046, kappa: 0.2092, kb_relative_information_score: 33.852, mean_absolute_error: 0.4954, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6047, predictive_accuracy: 0.6046, prior_entropy: 1, recall: 0.6046, relative_absolute_error: 0.9907, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4956, root_relative_squared_error: 0.9913, scimark_benchmark: 1242.9214, usercpu_time_millis: 150.526, usercpu_time_millis_testing: 11.94, usercpu_time_millis_training: 138.586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.695, f_measure: 0.6307, kappa: 0.2615, kb_relative_information_score: 82.1924, mean_absolute_error: 0.4885, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6309, predictive_accuracy: 0.6308, prior_entropy: 1, recall: 0.6308, relative_absolute_error: 0.977, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4895, root_relative_squared_error: 0.9789, scimark_benchmark: 1254.8992, usercpu_time_millis: 141.059, usercpu_time_millis_testing: 8.588, usercpu_time_millis_training: 132.471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6966, f_measure: 0.6298, kappa: 0.26, kb_relative_information_score: 97.9322, mean_absolute_error: 0.4862, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6302, predictive_accuracy: 0.63, prior_entropy: 1, recall: 0.63, relative_absolute_error: 0.9724, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4876, root_relative_squared_error: 0.9751, scimark_benchmark: 1244.2733, usercpu_time_millis: 139.389, usercpu_time_millis_testing: 8.005, usercpu_time_millis_training: 131.384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6451, f_measure: 0.6012, kappa: 0.2023, kb_relative_information_score: 46.5158, mean_absolute_error: 0.4936, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6012, predictive_accuracy: 0.6012, prior_entropy: 1, recall: 0.6012, relative_absolute_error: 0.9871, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4942, root_relative_squared_error: 0.9883, scimark_benchmark: 1255.6753, usercpu_time_millis: 127.69, usercpu_time_millis_testing: 9.097, usercpu_time_millis_training: 118.593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6938, f_measure: 0.6381, kappa: 0.2769, kb_relative_information_score: 123.9472, mean_absolute_error: 0.4823, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.639, predictive_accuracy: 0.6385, prior_entropy: 1, recall: 0.6385, relative_absolute_error: 0.9645, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4846, root_relative_squared_error: 0.9692, scimark_benchmark: 1231.2337, usercpu_time_millis: 123.85, usercpu_time_millis_testing: 6.613, usercpu_time_millis_training: 117.237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6568, f_measure: 0.6104, kappa: 0.2208, kb_relative_information_score: 66.4859, mean_absolute_error: 0.4907, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6104, predictive_accuracy: 0.6104, prior_entropy: 1, recall: 0.6104, relative_absolute_error: 0.9814, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4917, root_relative_squared_error: 0.9834, scimark_benchmark: 1251.0073, usercpu_time_millis: 105.575, usercpu_time_millis_testing: 7.725, usercpu_time_millis_training: 97.85,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.698, f_measure: 0.6341, kappa: 0.2685, kb_relative_information_score: 109.2203, mean_absolute_error: 0.4845, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6344, predictive_accuracy: 0.6342, prior_entropy: 1, recall: 0.6342, relative_absolute_error: 0.969, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4862, root_relative_squared_error: 0.9724, scimark_benchmark: 1244.3018, usercpu_time_millis: 360.494, usercpu_time_millis_testing: 21.115, usercpu_time_millis_training: 339.379,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6922, f_measure: 0.626, kappa: 0.2523, kb_relative_information_score: 99.0177, mean_absolute_error: 0.486, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6263, predictive_accuracy: 0.6262, prior_entropy: 1, recall: 0.6262, relative_absolute_error: 0.972, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4875, root_relative_squared_error: 0.9749, scimark_benchmark: 1218.5621, usercpu_time_millis: 185.328, usercpu_time_millis_testing: 11.562, usercpu_time_millis_training: 173.766,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7276, f_measure: 0.6492, kappa: 0.2992, kb_relative_information_score: 161.9167, mean_absolute_error: 0.4766, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6503, predictive_accuracy: 0.6496, prior_entropy: 1, recall: 0.6496, relative_absolute_error: 0.9532, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4795, root_relative_squared_error: 0.9589, scimark_benchmark: 1252.0504, usercpu_time_millis: 454.577, usercpu_time_millis_testing: 17.319, usercpu_time_millis_training: 437.258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7313, f_measure: 0.6516, kappa: 0.3038, kb_relative_information_score: 161.4551, mean_absolute_error: 0.4767, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6525, predictive_accuracy: 0.6519, prior_entropy: 1, recall: 0.6519, relative_absolute_error: 0.9534, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4794, root_relative_squared_error: 0.9588, scimark_benchmark: 1250.862, usercpu_time_millis: 411.068, usercpu_time_millis_testing: 17.722, usercpu_time_millis_training: 393.346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6685, f_measure: 0.6054, kappa: 0.2108, kb_relative_information_score: 44.1914, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6054, predictive_accuracy: 0.6054, prior_entropy: 1, recall: 0.6054, relative_absolute_error: 0.9879, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4943, root_relative_squared_error: 0.9886, scimark_benchmark: 1249.3467, usercpu_time_millis: 40.721, usercpu_time_millis_testing: 3.931, usercpu_time_millis_training: 36.79,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7602, f_measure: 0.6814, kappa: 0.3638, kb_relative_information_score: 221.5879, mean_absolute_error: 0.4675, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6832, predictive_accuracy: 0.6819, prior_entropy: 1, recall: 0.6819, relative_absolute_error: 0.935, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4716, root_relative_squared_error: 0.9433, scimark_benchmark: 1253.7118, usercpu_time_millis: 290.389, usercpu_time_millis_testing: 11.56, usercpu_time_millis_training: 278.829,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7359, f_measure: 0.6558, kappa: 0.3123, kb_relative_information_score: 174.0615, mean_absolute_error: 0.4748, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6568, predictive_accuracy: 0.6562, prior_entropy: 1, recall: 0.6562, relative_absolute_error: 0.9495, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4778, root_relative_squared_error: 0.9557, scimark_benchmark: 1260.5763, usercpu_time_millis: 116.406, usercpu_time_millis_testing: 5.283, usercpu_time_millis_training: 111.123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6481, f_measure: 0.6092, kappa: 0.2185, kb_relative_information_score: 28.7514, mean_absolute_error: 0.4961, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6093, predictive_accuracy: 0.6092, prior_entropy: 1, recall: 0.6092, relative_absolute_error: 0.9922, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4963, root_relative_squared_error: 0.9926, scimark_benchmark: 1247.0676, usercpu_time_millis: 17.568, usercpu_time_millis_testing: 1.727, usercpu_time_millis_training: 15.841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6129, f_measure: 0.5781, kappa: 0.1562, kb_relative_information_score: 36.1876, mean_absolute_error: 0.495, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5781, predictive_accuracy: 0.5781, prior_entropy: 1, recall: 0.5781, relative_absolute_error: 0.99, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4956, root_relative_squared_error: 0.9911, scimark_benchmark: 1261.7043, usercpu_time_millis: 98.948, usercpu_time_millis_testing: 9.998, usercpu_time_millis_training: 88.95,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7219, f_measure: 0.6513, kappa: 0.3031, kb_relative_information_score: 162.3524, mean_absolute_error: 0.4765, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.652, predictive_accuracy: 0.6515, prior_entropy: 1, recall: 0.6515, relative_absolute_error: 0.953, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4796, root_relative_squared_error: 0.9592, scimark_benchmark: 1231.5593, usercpu_time_millis: 115.343, usercpu_time_millis_testing: 4.696, usercpu_time_millis_training: 110.647,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6515, f_measure: 0.6108, kappa: 0.2215, kb_relative_information_score: 41.294, mean_absolute_error: 0.4943, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6108, predictive_accuracy: 0.6108, prior_entropy: 1, recall: 0.6108, relative_absolute_error: 0.9886, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4947, root_relative_squared_error: 0.9895, scimark_benchmark: 1234.6638, usercpu_time_millis: 270.389, usercpu_time_millis_testing: 19.527, usercpu_time_millis_training: 250.862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6138, f_measure: 0.5858, kappa: 0.1715, kb_relative_information_score: 47.8074, mean_absolute_error: 0.4933, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5858, predictive_accuracy: 0.5858, prior_entropy: 1, recall: 0.5858, relative_absolute_error: 0.9866, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4944, root_relative_squared_error: 0.9888, scimark_benchmark: 1247.7421, usercpu_time_millis: 33.729, usercpu_time_millis_testing: 2.597, usercpu_time_millis_training: 31.132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6613, f_measure: 0.6161, kappa: 0.2323, kb_relative_information_score: 43.5085, mean_absolute_error: 0.494, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6162, predictive_accuracy: 0.6162, prior_entropy: 1, recall: 0.6162, relative_absolute_error: 0.988, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4944, root_relative_squared_error: 0.9889, scimark_benchmark: 1237.2401, usercpu_time_millis: 33.663, usercpu_time_millis_testing: 2.839, usercpu_time_millis_training: 30.824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7226, f_measure: 0.6447, kappa: 0.29, kb_relative_information_score: 158.3023, mean_absolute_error: 0.4771, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6456, predictive_accuracy: 0.645, prior_entropy: 1, recall: 0.645, relative_absolute_error: 0.9543, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.48, root_relative_squared_error: 0.96, scimark_benchmark: 1245.8867, usercpu_time_millis: 260.066, usercpu_time_millis_testing: 9.881, usercpu_time_millis_training: 250.185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6917, f_measure: 0.6251, kappa: 0.2508, kb_relative_information_score: 90.6504, mean_absolute_error: 0.4872, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6257, predictive_accuracy: 0.6254, prior_entropy: 1, recall: 0.6254, relative_absolute_error: 0.9745, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4885, root_relative_squared_error: 0.9769, scimark_benchmark: 1263.8923, usercpu_time_millis: 242.161, usercpu_time_millis_testing: 13.219, usercpu_time_millis_training: 228.942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6894, f_measure: 0.632, kappa: 0.2646, kb_relative_information_score: 85.1641, mean_absolute_error: 0.4881, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6327, predictive_accuracy: 0.6323, prior_entropy: 1, recall: 0.6323, relative_absolute_error: 0.9761, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4892, root_relative_squared_error: 0.9783, scimark_benchmark: 1258.5884, usercpu_time_millis: 351.895, usercpu_time_millis_testing: 20.627, usercpu_time_millis_training: 331.268,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6791, f_measure: 0.6081, kappa: 0.2162, kb_relative_information_score: 63.5084, mean_absolute_error: 0.4912, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6081, predictive_accuracy: 0.6081, prior_entropy: 1, recall: 0.6081, relative_absolute_error: 0.9823, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4919, root_relative_squared_error: 0.9837, scimark_benchmark: 1232.6773, usercpu_time_millis: 44.022, usercpu_time_millis_testing: 3.014, usercpu_time_millis_training: 41.008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.686, f_measure: 0.6283, kappa: 0.2569, kb_relative_information_score: 84.7721, mean_absolute_error: 0.4881, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6287, predictive_accuracy: 0.6285, prior_entropy: 1, recall: 0.6285, relative_absolute_error: 0.9762, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4892, root_relative_squared_error: 0.9785, scimark_benchmark: 1255.6232, usercpu_time_millis: 23.219, usercpu_time_millis_testing: 1.743, usercpu_time_millis_training: 21.476,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6942, f_measure: 0.6307, kappa: 0.2615, kb_relative_information_score: 165.0203, mean_absolute_error: 0.4757, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6309, predictive_accuracy: 0.6308, prior_entropy: 1, recall: 0.6308, relative_absolute_error: 0.9514, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4802, root_relative_squared_error: 0.9605, scimark_benchmark: 1240.0489, usercpu_time_millis: 17.631, usercpu_time_millis_testing: 1.406, usercpu_time_millis_training: 16.225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6519, f_measure: 0.605, kappa: 0.21, kb_relative_information_score: 58.2953, mean_absolute_error: 0.4919, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6051, predictive_accuracy: 0.605, prior_entropy: 1, recall: 0.605, relative_absolute_error: 0.9837, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4927, root_relative_squared_error: 0.9854, scimark_benchmark: 1237.7449, usercpu_time_millis: 15.359, usercpu_time_millis_testing: 1.402, usercpu_time_millis_training: 13.957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5691, f_measure: 0.5549, kappa: 0.11, kb_relative_information_score: 64.5645, mean_absolute_error: 0.4904, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.555, predictive_accuracy: 0.555, prior_entropy: 1, recall: 0.555, relative_absolute_error: 0.9808, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4966, root_relative_squared_error: 0.9932, scimark_benchmark: 1238.8713, usercpu_time_millis: 11.474, usercpu_time_millis_testing: 1.079, usercpu_time_millis_training: 10.395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7361, f_measure: 0.6522, kappa: 0.3054, kb_relative_information_score: 179.6374, mean_absolute_error: 0.4739, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6536, predictive_accuracy: 0.6527, prior_entropy: 1, recall: 0.6527, relative_absolute_error: 0.9478, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4772, root_relative_squared_error: 0.9544, scimark_benchmark: 1250.5604, usercpu_time_millis: 158.527, usercpu_time_millis_testing: 6.567, usercpu_time_millis_training: 151.96,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.67, f_measure: 0.6115, kappa: 0.2231, kb_relative_information_score: 43.4309, mean_absolute_error: 0.494, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6116, predictive_accuracy: 0.6115, prior_entropy: 1, recall: 0.6115, relative_absolute_error: 0.9881, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4944, root_relative_squared_error: 0.9888, scimark_benchmark: 1247.2994, usercpu_time_millis: 98.284, usercpu_time_millis_testing: 7.782, usercpu_time_millis_training: 90.502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6447, f_measure: 0.5988, kappa: 0.1977, kb_relative_information_score: 48.1262, mean_absolute_error: 0.4933, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5988, predictive_accuracy: 0.5988, prior_entropy: 1, recall: 0.5988, relative_absolute_error: 0.9867, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.494, root_relative_squared_error: 0.9879, scimark_benchmark: 1243.6853, usercpu_time_millis: 156.192, usercpu_time_millis_testing: 11.691, usercpu_time_millis_training: 144.501,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7271, f_measure: 0.6462, kappa: 0.2938, kb_relative_information_score: 158.899, mean_absolute_error: 0.4771, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6481, predictive_accuracy: 0.6469, prior_entropy: 1, recall: 0.6469, relative_absolute_error: 0.9541, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4798, root_relative_squared_error: 0.9597, scimark_benchmark: 1251.8386, usercpu_time_millis: 153.051, usercpu_time_millis_testing: 6.026, usercpu_time_millis_training: 147.025,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6681, f_measure: 0.6069, kappa: 0.2138, kb_relative_information_score: 61.9022, mean_absolute_error: 0.4914, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.607, predictive_accuracy: 0.6069, prior_entropy: 1, recall: 0.6069, relative_absolute_error: 0.9828, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4921, root_relative_squared_error: 0.9843, scimark_benchmark: 1237.2862, usercpu_time_millis: 38.798, usercpu_time_millis_testing: 3.529, usercpu_time_millis_training: 35.269,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6574, f_measure: 0.6138, kappa: 0.2277, kb_relative_information_score: 46.4771, mean_absolute_error: 0.4936, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6139, predictive_accuracy: 0.6138, prior_entropy: 1, recall: 0.6138, relative_absolute_error: 0.9872, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4941, root_relative_squared_error: 0.9881, scimark_benchmark: 1258.5197, usercpu_time_millis: 15.293, usercpu_time_millis_testing: 1.394, usercpu_time_millis_training: 13.899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6953, f_measure: 0.6272, kappa: 0.2546, kb_relative_information_score: 106.6823, mean_absolute_error: 0.4849, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6275, predictive_accuracy: 0.6273, prior_entropy: 1, recall: 0.6273, relative_absolute_error: 0.9697, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4865, root_relative_squared_error: 0.9731, scimark_benchmark: 1241.235, usercpu_time_millis: 171.534, usercpu_time_millis_testing: 10.094, usercpu_time_millis_training: 161.44,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6382, f_measure: 0.5895, kappa: 0.1792, kb_relative_information_score: 16.9614, mean_absolute_error: 0.4977, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5897, predictive_accuracy: 0.5896, prior_entropy: 1, recall: 0.5896, relative_absolute_error: 0.9954, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4978, root_relative_squared_error: 0.9956, scimark_benchmark: 1244.2786, usercpu_time_millis: 26.87, usercpu_time_millis_testing: 2.453, usercpu_time_millis_training: 24.417,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4949, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1238.1022, usercpu_time_millis: 16.447, usercpu_time_millis_testing: 1.601, usercpu_time_millis_training: 14.846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6877, f_measure: 0.6322, kappa: 0.2646, kb_relative_information_score: 106.3887, mean_absolute_error: 0.4849, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6325, predictive_accuracy: 0.6323, prior_entropy: 1, recall: 0.6323, relative_absolute_error: 0.9697, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4867, root_relative_squared_error: 0.9734, scimark_benchmark: 1259.3127, usercpu_time_millis: 185.681, usercpu_time_millis_testing: 11.373, usercpu_time_millis_training: 174.308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.668, f_measure: 0.6173, kappa: 0.2346, kb_relative_information_score: 55.6693, mean_absolute_error: 0.4923, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6173, predictive_accuracy: 0.6173, prior_entropy: 1, recall: 0.6173, relative_absolute_error: 0.9846, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4929, root_relative_squared_error: 0.9858, scimark_benchmark: 1246.1291, usercpu_time_millis: 155.446, usercpu_time_millis_testing: 11.264, usercpu_time_millis_training: 144.182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6733, f_measure: 0.6263, kappa: 0.2531, kb_relative_information_score: 168.8952, mean_absolute_error: 0.4748, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6269, predictive_accuracy: 0.6265, prior_entropy: 1, recall: 0.6265, relative_absolute_error: 0.9496, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4812, root_relative_squared_error: 0.9623, scimark_benchmark: 1268.8581, usercpu_time_millis: 10.624, usercpu_time_millis_testing: 0.972, usercpu_time_millis_training: 9.652,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.737, f_measure: 0.6543, kappa: 0.31, kb_relative_information_score: 179.2746, mean_absolute_error: 0.4739, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6563, predictive_accuracy: 0.655, prior_entropy: 1, recall: 0.655, relative_absolute_error: 0.9479, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4772, root_relative_squared_error: 0.9544, scimark_benchmark: 1246.7844, usercpu_time_millis: 264.872, usercpu_time_millis_testing: 10.626, usercpu_time_millis_training: 254.246,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6525, f_measure: 0.5923, kappa: 0.1846, kb_relative_information_score: 62.7575, mean_absolute_error: 0.4912, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5923, predictive_accuracy: 0.5923, prior_entropy: 1, recall: 0.5923, relative_absolute_error: 0.9824, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4922, root_relative_squared_error: 0.9844, scimark_benchmark: 1263.3314, usercpu_time_millis: 96.625, usercpu_time_millis_testing: 6.501, usercpu_time_millis_training: 90.124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7445, f_measure: 0.6678, kappa: 0.3362, kb_relative_information_score: 194.5985, mean_absolute_error: 0.4716, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6687, predictive_accuracy: 0.6681, prior_entropy: 1, recall: 0.6681, relative_absolute_error: 0.9432, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4752, root_relative_squared_error: 0.9504, scimark_benchmark: 1240.0421, usercpu_time_millis: 142.258, usercpu_time_millis_testing: 5.657, usercpu_time_millis_training: 136.601,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6503, f_measure: 0.5981, kappa: 0.1962, kb_relative_information_score: 29.8578, mean_absolute_error: 0.4959, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5981, predictive_accuracy: 0.5981, prior_entropy: 1, recall: 0.5981, relative_absolute_error: 0.9919, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4961, root_relative_squared_error: 0.9923, scimark_benchmark: 1257.5085, usercpu_time_millis: 56.018, usercpu_time_millis_testing: 4.742, usercpu_time_millis_training: 51.276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6172, f_measure: 0.5895, kappa: 0.1792, kb_relative_information_score: 60.2898, mean_absolute_error: 0.4915, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5897, predictive_accuracy: 0.5896, prior_entropy: 1, recall: 0.5896, relative_absolute_error: 0.9829, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4932, root_relative_squared_error: 0.9863, scimark_benchmark: 1260.1489, usercpu_time_millis: 27.329, usercpu_time_millis_testing: 2.516, usercpu_time_millis_training: 24.813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6623, f_measure: 0.6088, kappa: 0.2177, kb_relative_information_score: 26.7031, mean_absolute_error: 0.4964, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6089, predictive_accuracy: 0.6088, prior_entropy: 1, recall: 0.6088, relative_absolute_error: 0.9927, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4965, root_relative_squared_error: 0.993, scimark_benchmark: 1255.1548, usercpu_time_millis: 65.844, usercpu_time_millis_testing: 5.749, usercpu_time_millis_training: 60.095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6473, f_measure: 0.6111, kappa: 0.2223, kb_relative_information_score: 22.7635, mean_absolute_error: 0.4969, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6112, predictive_accuracy: 0.6112, prior_entropy: 1, recall: 0.6112, relative_absolute_error: 0.9938, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.497, root_relative_squared_error: 0.9941, scimark_benchmark: 1235.9284, usercpu_time_millis: 21.375, usercpu_time_millis_testing: 2.542, usercpu_time_millis_training: 18.833,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6607, f_measure: 0.6123, kappa: 0.2246, kb_relative_information_score: 47.5627, mean_absolute_error: 0.4934, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6123, predictive_accuracy: 0.6123, prior_entropy: 1, recall: 0.6123, relative_absolute_error: 0.9869, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4939, root_relative_squared_error: 0.9879, scimark_benchmark: 1265.1066, usercpu_time_millis: 44.45, usercpu_time_millis_testing: 3.598, usercpu_time_millis_training: 40.852,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6868, f_measure: 0.6302, kappa: 0.2608, kb_relative_information_score: 111.4296, mean_absolute_error: 0.4841, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6307, predictive_accuracy: 0.6304, prior_entropy: 1, recall: 0.6304, relative_absolute_error: 0.9682, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4862, root_relative_squared_error: 0.9723, scimark_benchmark: 1258.4709, usercpu_time_millis: 35.649, usercpu_time_millis_testing: 2.376, usercpu_time_millis_training: 33.273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6664, f_measure: 0.6076, kappa: 0.2154, kb_relative_information_score: 41.953, mean_absolute_error: 0.4942, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6078, predictive_accuracy: 0.6077, prior_entropy: 1, recall: 0.6077, relative_absolute_error: 0.9885, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4946, root_relative_squared_error: 0.9892, scimark_benchmark: 1262.0552, usercpu_time_millis: 60.212, usercpu_time_millis_testing: 5.078, usercpu_time_millis_training: 55.134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.721, f_measure: 0.6512, kappa: 0.3031, kb_relative_information_score: 155.8644, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6521, predictive_accuracy: 0.6515, prior_entropy: 1, recall: 0.6515, relative_absolute_error: 0.9549, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4803, root_relative_squared_error: 0.9607, scimark_benchmark: 1258.3525, usercpu_time_millis: 162.482, usercpu_time_millis_testing: 7.59, usercpu_time_millis_training: 154.892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7259, f_measure: 0.6592, kappa: 0.3192, kb_relative_information_score: 163.6788, mean_absolute_error: 0.4763, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6604, predictive_accuracy: 0.6596, prior_entropy: 1, recall: 0.6596, relative_absolute_error: 0.9526, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4793, root_relative_squared_error: 0.9585, scimark_benchmark: 1248.9624, usercpu_time_millis: 331.694, usercpu_time_millis_testing: 14.927, usercpu_time_millis_training: 316.767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6121, f_measure: 0.578, kappa: 0.1562, kb_relative_information_score: 43.8067, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5781, predictive_accuracy: 0.5781, prior_entropy: 1, recall: 0.5781, relative_absolute_error: 0.9878, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4948, root_relative_squared_error: 0.9895, scimark_benchmark: 1238.1142, usercpu_time_millis: 62.934, usercpu_time_millis_testing: 4.778, usercpu_time_millis_training: 58.156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6837, f_measure: 0.6173, kappa: 0.2346, kb_relative_information_score: 71.172, mean_absolute_error: 0.4901, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6174, predictive_accuracy: 0.6173, prior_entropy: 1, recall: 0.6173, relative_absolute_error: 0.9802, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4909, root_relative_squared_error: 0.9818, scimark_benchmark: 1247.5825, usercpu_time_millis: 62.438, usercpu_time_millis_testing: 5.016, usercpu_time_millis_training: 57.422,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7238, f_measure: 0.635, kappa: 0.2708, kb_relative_information_score: 150.9277, mean_absolute_error: 0.4783, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6359, predictive_accuracy: 0.6354, prior_entropy: 1, recall: 0.6354, relative_absolute_error: 0.9565, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4808, root_relative_squared_error: 0.9616, scimark_benchmark: 1260.9012, usercpu_time_millis: 204.138, usercpu_time_millis_testing: 8.996, usercpu_time_millis_training: 195.142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6832, f_measure: 0.6142, kappa: 0.2285, kb_relative_information_score: 90.0984, mean_absolute_error: 0.4873, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6143, predictive_accuracy: 0.6142, prior_entropy: 1, recall: 0.6142, relative_absolute_error: 0.9746, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4886, root_relative_squared_error: 0.9773, scimark_benchmark: 1258.0179, usercpu_time_millis: 52.7, usercpu_time_millis_testing: 3.321, usercpu_time_millis_training: 49.379,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7112, f_measure: 0.6396, kappa: 0.28, kb_relative_information_score: 140.1273, mean_absolute_error: 0.4799, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6406, predictive_accuracy: 0.64, prior_entropy: 1, recall: 0.64, relative_absolute_error: 0.9597, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4824, root_relative_squared_error: 0.9648, scimark_benchmark: 1251.1704, usercpu_time_millis: 128.082, usercpu_time_millis_testing: 6.062, usercpu_time_millis_training: 122.02,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7095, f_measure: 0.6389, kappa: 0.2785, kb_relative_information_score: 123.6723, mean_absolute_error: 0.4824, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6397, predictive_accuracy: 0.6392, prior_entropy: 1, recall: 0.6392, relative_absolute_error: 0.9647, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4843, root_relative_squared_error: 0.9686, scimark_benchmark: 1237.3682, usercpu_time_millis: 451.838, usercpu_time_millis_testing: 19.686, usercpu_time_millis_training: 432.152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6511, f_measure: 0.6081, kappa: 0.2162, kb_relative_information_score: 35.5551, mean_absolute_error: 0.4951, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6081, predictive_accuracy: 0.6081, prior_entropy: 1, recall: 0.6081, relative_absolute_error: 0.9903, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4954, root_relative_squared_error: 0.9909, scimark_benchmark: 1255.5236, usercpu_time_millis: 24.225, usercpu_time_millis_testing: 2.236, usercpu_time_millis_training: 21.989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7292, f_measure: 0.6562, kappa: 0.3131, kb_relative_information_score: 164.5173, mean_absolute_error: 0.4762, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6572, predictive_accuracy: 0.6565, prior_entropy: 1, recall: 0.6565, relative_absolute_error: 0.9524, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4791, root_relative_squared_error: 0.9582, scimark_benchmark: 1237.5098, usercpu_time_millis: 321.777, usercpu_time_millis_testing: 14.172, usercpu_time_millis_training: 307.605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6175, f_measure: 0.5804, kappa: 0.1608, kb_relative_information_score: 40.7397, mean_absolute_error: 0.4943, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5804, predictive_accuracy: 0.5804, prior_entropy: 1, recall: 0.5804, relative_absolute_error: 0.9887, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4951, root_relative_squared_error: 0.9902, scimark_benchmark: 1263.9009, usercpu_time_millis: 76.08, usercpu_time_millis_testing: 6.174, usercpu_time_millis_training: 69.906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6989, f_measure: 0.641, kappa: 0.2823, kb_relative_information_score: 107.4881, mean_absolute_error: 0.4848, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6413, predictive_accuracy: 0.6412, prior_entropy: 1, recall: 0.6412, relative_absolute_error: 0.9695, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4864, root_relative_squared_error: 0.9728, scimark_benchmark: 1264.9153, usercpu_time_millis: 296.94, usercpu_time_millis_testing: 17.811, usercpu_time_millis_training: 279.129,

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