OpenML
Supervised Classification on steel-plates-fault

Supervised Classification on steel-plates-fault

Task 145872 Supervised Classification steel-plates-fault 132228 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1935.8595, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0035, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0035, root_relative_squared_error: 0.0073, scimark_benchmark: 1365.419, usercpu_time_millis: 14.74, usercpu_time_millis_testing: 0.319, usercpu_time_millis_training: 14.421,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1848.2075, mean_absolute_error: 0.0284, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.0627, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0603, root_relative_squared_error: 0.1267, scimark_benchmark: 1363.5835, usercpu_time_millis: 10.704, usercpu_time_millis_testing: 0.336, usercpu_time_millis_training: 10.368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1807.4324, mean_absolute_error: 0.0408, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.0901, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0731, root_relative_squared_error: 0.1536, scimark_benchmark: 1367.3602, usercpu_time_millis: 21.848, usercpu_time_millis_testing: 0.921, usercpu_time_millis_training: 20.927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1767.9281, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.1173, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0833, root_relative_squared_error: 0.1751, scimark_benchmark: 1362.9138, usercpu_time_millis: 6.463, usercpu_time_millis_testing: 0.265, usercpu_time_millis_training: 6.198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9943, kappa: 0.9875, kb_relative_information_score: 1576.3842, mean_absolute_error: 0.1068, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9943, predictive_accuracy: 0.9943, prior_entropy: 0.9313, recall: 0.9943, relative_absolute_error: 0.2358, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1465, root_relative_squared_error: 0.3078, scimark_benchmark: 1365.0665, usercpu_time_millis: 10.464, usercpu_time_millis_testing: 0.558, usercpu_time_millis_training: 9.906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4985, f_measure: 0.5163, kb_relative_information_score: -0.0162, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1367.9101, usercpu_time_millis: 3.299, usercpu_time_millis_testing: 0.551, usercpu_time_millis_training: 2.748,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1936.1147, mean_absolute_error: 0.0015, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0033, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0065, root_relative_squared_error: 0.0136, scimark_benchmark: 1350.5, usercpu_time_millis: 20.553, usercpu_time_millis_testing: 0.364, usercpu_time_millis_training: 20.189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1910.5563, mean_absolute_error: 0.0097, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0215, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0238, root_relative_squared_error: 0.0501, scimark_benchmark: 1373.2211, usercpu_time_millis: 23.568, usercpu_time_millis_testing: 0.551, usercpu_time_millis_training: 23.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9825, kappa: 0.9613, kb_relative_information_score: 1380.5218, mean_absolute_error: 0.1589, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9825, predictive_accuracy: 0.9825, prior_entropy: 0.9313, recall: 0.9825, relative_absolute_error: 0.3508, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2002, root_relative_squared_error: 0.4207, scimark_benchmark: 1365.7484, usercpu_time_millis: 9.011, usercpu_time_millis_testing: 0.585, usercpu_time_millis_training: 8.426,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1939.4463, mean_absolute_error: 0.0004, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0009, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0025, root_relative_squared_error: 0.0052, scimark_benchmark: 1366.645, usercpu_time_millis: 9.266, usercpu_time_millis_testing: 0.171, usercpu_time_millis_training: 9.095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.999, kappa: 0.9977, kb_relative_information_score: 1745.3066, mean_absolute_error: 0.06, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.999, predictive_accuracy: 0.999, prior_entropy: 0.9313, recall: 0.999, relative_absolute_error: 0.1325, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0886, root_relative_squared_error: 0.1861, scimark_benchmark: 1353.383, usercpu_time_millis: 9.391, usercpu_time_millis_testing: 0.613, usercpu_time_millis_training: 8.778,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9767, kappa: 0.9485, kb_relative_information_score: 1136.2909, mean_absolute_error: 0.2214, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9768, predictive_accuracy: 0.9768, prior_entropy: 0.9313, recall: 0.9768, relative_absolute_error: 0.4886, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.255, root_relative_squared_error: 0.5357, scimark_benchmark: 1370.8263, usercpu_time_millis: 12.275, usercpu_time_millis_testing: 0.752, usercpu_time_millis_training: 11.523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1793.8943, mean_absolute_error: 0.0457, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.1008, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0705, root_relative_squared_error: 0.1482, scimark_benchmark: 1374.7502, usercpu_time_millis: 5.958, usercpu_time_millis_testing: 0.237, usercpu_time_millis_training: 5.721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.5163, kb_relative_information_score: -0.5047, mean_absolute_error: 0.4531, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1367.2052, usercpu_time_millis: 2.472, usercpu_time_millis_testing: 0.351, usercpu_time_millis_training: 2.121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9719, kappa: 0.9386, kb_relative_information_score: 1607.9197, mean_absolute_error: 0.0912, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9738, predictive_accuracy: 0.9717, prior_entropy: 0.9313, recall: 0.9717, relative_absolute_error: 0.2012, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1668, root_relative_squared_error: 0.3505, scimark_benchmark: 1372.2384, usercpu_time_millis: 15.941, usercpu_time_millis_testing: 0.425, usercpu_time_millis_training: 15.516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1911.7349, mean_absolute_error: 0.0092, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0204, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0265, root_relative_squared_error: 0.0557, scimark_benchmark: 1350.2677, usercpu_time_millis: 14.361, usercpu_time_millis_testing: 0.319, usercpu_time_millis_training: 14.042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.999, kappa: 0.9977, kb_relative_information_score: 1749.6582, mean_absolute_error: 0.0579, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.999, predictive_accuracy: 0.999, prior_entropy: 0.9313, recall: 0.999, relative_absolute_error: 0.1279, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0924, root_relative_squared_error: 0.1942, scimark_benchmark: 1372.0766, usercpu_time_millis: 12.702, usercpu_time_millis_testing: 0.514, usercpu_time_millis_training: 12.188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9731, kappa: 0.9403, kb_relative_information_score: 964.1692, mean_absolute_error: 0.2605, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9733, predictive_accuracy: 0.9732, prior_entropy: 0.9313, recall: 0.9732, relative_absolute_error: 0.575, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2968, root_relative_squared_error: 0.6237, scimark_benchmark: 1373.5867, usercpu_time_millis: 8.017, usercpu_time_millis_testing: 0.851, usercpu_time_millis_training: 7.166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.882, f_measure: 0.759, kappa: 0.5365, kb_relative_information_score: 633.4922, mean_absolute_error: 0.3027, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8565, predictive_accuracy: 0.7553, prior_entropy: 0.9313, recall: 0.7553, relative_absolute_error: 0.6681, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3784, root_relative_squared_error: 0.795, scimark_benchmark: 1371.6844, usercpu_time_millis: 6.487, usercpu_time_millis_testing: 0.368, usercpu_time_millis_training: 6.119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1836.7954, mean_absolute_error: 0.0333, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0735, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0483, root_relative_squared_error: 0.1015, scimark_benchmark: 1362.6282, usercpu_time_millis: 6.102, usercpu_time_millis_testing: 0.153, usercpu_time_millis_training: 5.949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1918.7668, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0157, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0176, root_relative_squared_error: 0.0371, scimark_benchmark: 1371.0184, usercpu_time_millis: 3.509, usercpu_time_millis_testing: 0.225, usercpu_time_millis_training: 3.284,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4988, f_measure: 0.5163, kb_relative_information_score: -0.5157, mean_absolute_error: 0.4531, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1351.0859, usercpu_time_millis: 0.809, usercpu_time_millis_testing: 0.1, usercpu_time_millis_training: 0.709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1908.325, mean_absolute_error: 0.0105, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0231, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0235, root_relative_squared_error: 0.0494, scimark_benchmark: 1841.5568, usercpu_time_millis: 18.793, usercpu_time_millis_testing: 0.97, usercpu_time_millis_training: 17.823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9974, kappa: 0.9943, kb_relative_information_score: 1601.7527, mean_absolute_error: 0.1018, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9974, predictive_accuracy: 0.9974, prior_entropy: 0.9313, recall: 0.9974, relative_absolute_error: 0.2246, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1328, root_relative_squared_error: 0.279, scimark_benchmark: 1843.9327, usercpu_time_millis: 8.801, usercpu_time_millis_testing: 0.573, usercpu_time_millis_training: 8.228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9133, f_measure: 0.759, kappa: 0.5365, kb_relative_information_score: 696.863, mean_absolute_error: 0.2852, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8565, predictive_accuracy: 0.7553, prior_entropy: 0.9313, recall: 0.7553, relative_absolute_error: 0.6295, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3741, root_relative_squared_error: 0.7861, scimark_benchmark: 2162.1839, usercpu_time_millis: 10.676, usercpu_time_millis_testing: 0.422, usercpu_time_millis_training: 10.254,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9647, kappa: 0.9215, kb_relative_information_score: 1088.5351, mean_absolute_error: 0.229, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9655, predictive_accuracy: 0.965, prior_entropy: 0.9313, recall: 0.965, relative_absolute_error: 0.5054, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2719, root_relative_squared_error: 0.5714, scimark_benchmark: 1760.325, usercpu_time_millis: 9.787, usercpu_time_millis_testing: 1.121, usercpu_time_millis_training: 8.666,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9974, kappa: 0.9943, kb_relative_information_score: 1666.9419, mean_absolute_error: 0.0818, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9974, predictive_accuracy: 0.9974, prior_entropy: 0.9313, recall: 0.9974, relative_absolute_error: 0.1806, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1179, root_relative_squared_error: 0.2477, scimark_benchmark: 1832.9641, usercpu_time_millis: 11.158, usercpu_time_millis_testing: 0.571, usercpu_time_millis_training: 10.587,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1927.9121, mean_absolute_error: 0.0041, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0091, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.015, root_relative_squared_error: 0.0315, scimark_benchmark: 1851.3897, usercpu_time_millis: 8.651, usercpu_time_millis_testing: 0.224, usercpu_time_millis_training: 8.427,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1765.768, mean_absolute_error: 0.0544, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.1201, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0807, root_relative_squared_error: 0.1695, scimark_benchmark: 1871.8964, usercpu_time_millis: 7.78, usercpu_time_millis_testing: 0.201, usercpu_time_millis_training: 7.579,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8551, f_measure: 0.5163, kb_relative_information_score: 255.6954, mean_absolute_error: 0.4005, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.884, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4268, root_relative_squared_error: 0.8967, scimark_benchmark: 1842.3488, usercpu_time_millis: 4.525, usercpu_time_millis_testing: 0.471, usercpu_time_millis_training: 4.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9882, kappa: 0.9739, kb_relative_information_score: 1411.0936, mean_absolute_error: 0.1519, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9882, predictive_accuracy: 0.9882, prior_entropy: 0.9313, recall: 0.9882, relative_absolute_error: 0.3352, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1896, root_relative_squared_error: 0.3983, scimark_benchmark: 1872.0299, usercpu_time_millis: 4.168, usercpu_time_millis_testing: 0.246, usercpu_time_millis_training: 3.922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1758.3913, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.1238, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0868, root_relative_squared_error: 0.1823, scimark_benchmark: 1868.5063, usercpu_time_millis: 5.139, usercpu_time_millis_testing: 0.193, usercpu_time_millis_training: 4.946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1886.0923, mean_absolute_error: 0.0171, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0377, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0428, root_relative_squared_error: 0.09, scimark_benchmark: 1744.4636, usercpu_time_millis: 2.579, usercpu_time_millis_testing: 0.08, usercpu_time_millis_training: 2.499,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.999, kappa: 0.9977, kb_relative_information_score: 1659.385, mean_absolute_error: 0.0845, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.999, predictive_accuracy: 0.999, prior_entropy: 0.9313, recall: 0.999, relative_absolute_error: 0.1864, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1194, root_relative_squared_error: 0.2508, scimark_benchmark: 1741.6567, usercpu_time_millis: 1.425, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 1.353,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9918, kappa: 0.9818, kb_relative_information_score: 1462.5485, mean_absolute_error: 0.138, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9918, predictive_accuracy: 0.9918, prior_entropy: 0.9313, recall: 0.9918, relative_absolute_error: 0.3045, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1766, root_relative_squared_error: 0.3711, scimark_benchmark: 1761.1524, usercpu_time_millis: 20.835, usercpu_time_millis_testing: 1.216, usercpu_time_millis_training: 19.619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9719, kappa: 0.9386, kb_relative_information_score: 1748.4443, mean_absolute_error: 0.0508, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9738, predictive_accuracy: 0.9717, prior_entropy: 0.9313, recall: 0.9717, relative_absolute_error: 0.1122, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1246, root_relative_squared_error: 0.2618, scimark_benchmark: 1763.9483, usercpu_time_millis: 18.816, usercpu_time_millis_testing: 0.444, usercpu_time_millis_training: 18.372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1747.7223, mean_absolute_error: 0.06, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.1324, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0854, root_relative_squared_error: 0.1794, scimark_benchmark: 1630.1207, usercpu_time_millis: 18.862, usercpu_time_millis_testing: 0.608, usercpu_time_millis_training: 18.254,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1876.7491, mean_absolute_error: 0.0205, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0452, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0377, root_relative_squared_error: 0.0791, scimark_benchmark: 1689.925, usercpu_time_millis: 18.231, usercpu_time_millis_testing: 0.493, usercpu_time_millis_training: 17.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1841.2878, mean_absolute_error: 0.0317, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0699, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0504, root_relative_squared_error: 0.1058, scimark_benchmark: 1872.8797, usercpu_time_millis: 17.261, usercpu_time_millis_testing: 0.646, usercpu_time_millis_training: 16.615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1933.3533, mean_absolute_error: 0.0024, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0053, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0081, root_relative_squared_error: 0.0169, scimark_benchmark: 1762.9225, usercpu_time_millis: 17.058, usercpu_time_millis_testing: 0.482, usercpu_time_millis_training: 16.576,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9907, kappa: 0.9795, kb_relative_information_score: 1468.1794, mean_absolute_error: 0.1367, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9907, predictive_accuracy: 0.9907, prior_entropy: 0.9313, recall: 0.9907, relative_absolute_error: 0.3017, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1745, root_relative_squared_error: 0.3666, scimark_benchmark: 1749.8543, usercpu_time_millis: 12.367, usercpu_time_millis_testing: 0.734, usercpu_time_millis_training: 11.633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9897, kappa: 0.9773, kb_relative_information_score: 1457.3497, mean_absolute_error: 0.1396, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9897, predictive_accuracy: 0.9897, prior_entropy: 0.9313, recall: 0.9897, relative_absolute_error: 0.3082, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1773, root_relative_squared_error: 0.3725, scimark_benchmark: 1792.1901, usercpu_time_millis: 12.34, usercpu_time_millis_testing: 0.922, usercpu_time_millis_training: 11.418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1904.2291, mean_absolute_error: 0.0116, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0257, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0299, root_relative_squared_error: 0.0628, scimark_benchmark: 1772.58, usercpu_time_millis: 14.686, usercpu_time_millis_testing: 0.38, usercpu_time_millis_training: 14.306,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9923, kappa: 0.9829, kb_relative_information_score: 1522.0783, mean_absolute_error: 0.1219, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9923, predictive_accuracy: 0.9923, prior_entropy: 0.9313, recall: 0.9923, relative_absolute_error: 0.269, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1602, root_relative_squared_error: 0.3367, scimark_benchmark: 1845.2111, usercpu_time_millis: 8.331, usercpu_time_millis_testing: 0.456, usercpu_time_millis_training: 7.875,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.977, kappa: 0.9496, kb_relative_information_score: 1695.1565, mean_absolute_error: 0.0689, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9783, predictive_accuracy: 0.9768, prior_entropy: 0.9313, recall: 0.9768, relative_absolute_error: 0.1521, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1206, root_relative_squared_error: 0.2533, scimark_benchmark: 1787.0159, usercpu_time_millis: 4.79, usercpu_time_millis_testing: 0.144, usercpu_time_millis_training: 4.646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8023, f_measure: 0.5163, kb_relative_information_score: 245.5977, mean_absolute_error: 0.3945, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.8707, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4291, root_relative_squared_error: 0.9017, scimark_benchmark: 1749.8543, usercpu_time_millis: 3.654, usercpu_time_millis_testing: 0.182, usercpu_time_millis_training: 3.472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9502, f_measure: 0.7657, kappa: 0.4728, kb_relative_information_score: 472.1015, mean_absolute_error: 0.3599, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.829, predictive_accuracy: 0.7924, prior_entropy: 0.9313, recall: 0.7924, relative_absolute_error: 0.7944, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3929, root_relative_squared_error: 0.8255, scimark_benchmark: 1844.3163, usercpu_time_millis: 3.842, usercpu_time_millis_testing: 0.5, usercpu_time_millis_training: 3.342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9695, kappa: 0.9323, kb_relative_information_score: 981.5757, mean_absolute_error: 0.2569, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9697, predictive_accuracy: 0.9696, prior_entropy: 0.9313, recall: 0.9696, relative_absolute_error: 0.567, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2925, root_relative_squared_error: 0.6146, scimark_benchmark: 1848.4497, usercpu_time_millis: 3.925, usercpu_time_millis_testing: 0.361, usercpu_time_millis_training: 3.564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1934.0042, mean_absolute_error: 0.0022, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0049, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0057, root_relative_squared_error: 0.0119, scimark_benchmark: 1872.0299, usercpu_time_millis: 6.584, usercpu_time_millis_testing: 0.119, usercpu_time_millis_training: 6.465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, f_measure: 0.5163, kb_relative_information_score: 0.0166, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1853.6351, usercpu_time_millis: 1.668, usercpu_time_millis_testing: 0.259, usercpu_time_millis_training: 1.409,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1830.3802, mean_absolute_error: 0.0352, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0777, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0522, root_relative_squared_error: 0.1096, scimark_benchmark: 1876.7581, usercpu_time_millis: 3.32, usercpu_time_millis_testing: 0.108, usercpu_time_millis_training: 3.212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.5163, kb_relative_information_score: -0.0738, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1799.599, usercpu_time_millis: 1.607, usercpu_time_millis_testing: 0.285, usercpu_time_millis_training: 1.322,
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: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1860.8324, mean_absolute_error: 0.0253, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0558, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0482, root_relative_squared_error: 0.1014, scimark_benchmark: 1404.0225, usercpu_time_millis: 23.782, usercpu_time_millis_testing: 0.828, usercpu_time_millis_training: 22.954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1914.7091, mean_absolute_error: 0.0084, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0185, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0223, root_relative_squared_error: 0.0469, scimark_benchmark: 1412.7293, usercpu_time_millis: 20.365, usercpu_time_millis_testing: 0.535, usercpu_time_millis_training: 19.83,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1932.3972, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.006, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0109, root_relative_squared_error: 0.0228, scimark_benchmark: 1408.3146, usercpu_time_millis: 9.702, usercpu_time_millis_testing: 0.376, usercpu_time_millis_training: 9.326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8417, f_measure: 0.5163, kb_relative_information_score: 253.9972, mean_absolute_error: 0.4003, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.8836, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.427, root_relative_squared_error: 0.8972, scimark_benchmark: 1409.5462, usercpu_time_millis: 0.844, usercpu_time_millis_testing: 0.089, usercpu_time_millis_training: 0.755,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.3322, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0003, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0009, root_relative_squared_error: 0.0018, scimark_benchmark: 1374.0339, usercpu_time_millis: 18.715, usercpu_time_millis_testing: 0.412, usercpu_time_millis_training: 18.303,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1732.8501, mean_absolute_error: 0.0634, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.1398, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.096, root_relative_squared_error: 0.2016, scimark_benchmark: 1376.9696, usercpu_time_millis: 17.244, usercpu_time_millis_testing: 0.729, usercpu_time_millis_training: 16.515,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9817, f_measure: 0.9485, kappa: 0.8853, kb_relative_information_score: 783.0071, mean_absolute_error: 0.2992, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9496, predictive_accuracy: 0.949, prior_entropy: 0.9313, recall: 0.949, relative_absolute_error: 0.6604, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3344, root_relative_squared_error: 0.7025, scimark_benchmark: 1373.2855, usercpu_time_millis: 0.501, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.444,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1939.1785, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0011, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0037, root_relative_squared_error: 0.0078, scimark_benchmark: 1376.8743, usercpu_time_millis: 9.737, usercpu_time_millis_testing: 0.19, usercpu_time_millis_training: 9.547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1906.2936, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0244, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.027, root_relative_squared_error: 0.0567, scimark_benchmark: 1381.6565, usercpu_time_millis: 24.555, usercpu_time_millis_testing: 0.804, usercpu_time_millis_training: 23.751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9535, f_measure: 0.7257, kappa: 0.388, kb_relative_information_score: 473.9584, mean_absolute_error: 0.3588, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8156, predictive_accuracy: 0.7651, prior_entropy: 0.9313, recall: 0.7651, relative_absolute_error: 0.7919, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3927, root_relative_squared_error: 0.8252, scimark_benchmark: 1377.6738, usercpu_time_millis: 4.61, usercpu_time_millis_testing: 0.498, usercpu_time_millis_training: 4.112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9907, kappa: 0.9795, kb_relative_information_score: 1474.4401, mean_absolute_error: 0.1346, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9907, predictive_accuracy: 0.9907, prior_entropy: 0.9313, recall: 0.9907, relative_absolute_error: 0.2971, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1737, root_relative_squared_error: 0.3649, scimark_benchmark: 1375.1932, usercpu_time_millis: 16.231, usercpu_time_millis_testing: 0.973, usercpu_time_millis_training: 15.258,

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