Task
Supervised Classification on steel-plates-fault

Supervised Classification on steel-plates-fault

Task 9967 Supervised Classification steel-plates-fault 142880 runs submitted
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  • OpenML100 study_123 study_14 study_50 study_7
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1937.5375, mean_absolute_error: 0.001, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0023, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0042, root_relative_squared_error: 0.0089, scimark_benchmark: 1299.5732, usercpu_time_millis: 66.488, usercpu_time_millis_testing: 1.454, usercpu_time_millis_training: 65.034,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1933.4425, 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: 0.0052, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0093, root_relative_squared_error: 0.0195, scimark_benchmark: 1294.4556, usercpu_time_millis: 7.467, usercpu_time_millis_testing: 0.225, usercpu_time_millis_training: 7.242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.2345, mean_absolute_error: 0.0002, 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: 0.0016, root_relative_squared_error: 0.0033, scimark_benchmark: 1300.1735, usercpu_time_millis: 58.017, usercpu_time_millis_testing: 0.958, usercpu_time_millis_training: 57.059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.999, kappa: 0.9977, kb_relative_information_score: 1781.3116, mean_absolute_error: 0.0486, 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: 0.1073, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0822, root_relative_squared_error: 0.1726, scimark_benchmark: 1311.0267, usercpu_time_millis: 39.579, usercpu_time_millis_testing: 1.448, usercpu_time_millis_training: 38.131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9933, kappa: 0.9852, kb_relative_information_score: 1604.4102, mean_absolute_error: 0.0991, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9933, predictive_accuracy: 0.9933, prior_entropy: 0.9313, recall: 0.9933, relative_absolute_error: 0.2188, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1376, root_relative_squared_error: 0.2892, scimark_benchmark: 1315.9231, usercpu_time_millis: 105.417, usercpu_time_millis_testing: 5.412, usercpu_time_millis_training: 100.005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9969, kappa: 0.9932, kb_relative_information_score: 1713.4798, mean_absolute_error: 0.0684, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9969, predictive_accuracy: 0.9969, prior_entropy: 0.9313, recall: 0.9969, relative_absolute_error: 0.1509, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1043, root_relative_squared_error: 0.2191, scimark_benchmark: 1313.2504, usercpu_time_millis: 107.851, usercpu_time_millis_testing: 5.255, usercpu_time_millis_training: 102.596,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1891.9762, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0341, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0363, root_relative_squared_error: 0.0762, scimark_benchmark: 1312.0025, usercpu_time_millis: 83.126, usercpu_time_millis_testing: 2.611, usercpu_time_millis_training: 80.515,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1908.0129, 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: 0.0232, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0261, root_relative_squared_error: 0.0549, scimark_benchmark: 1313.0762, usercpu_time_millis: 105.354, usercpu_time_millis_testing: 3.167, usercpu_time_millis_training: 102.187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9969, kappa: 0.9932, kb_relative_information_score: 1716.4768, mean_absolute_error: 0.0672, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9969, predictive_accuracy: 0.9969, prior_entropy: 0.9313, recall: 0.9969, relative_absolute_error: 0.1484, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1046, root_relative_squared_error: 0.2197, scimark_benchmark: 1305.8866, usercpu_time_millis: 6.646, usercpu_time_millis_testing: 0.355, usercpu_time_millis_training: 6.291,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9923, kappa: 0.9829, kb_relative_information_score: 1588.0345, mean_absolute_error: 0.1035, 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: 0.2284, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1427, root_relative_squared_error: 0.2997, scimark_benchmark: 1280.5963, usercpu_time_millis: 60.74, usercpu_time_millis_testing: 3.905, usercpu_time_millis_training: 56.835,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1933.6162, mean_absolute_error: 0.0023, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0051, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0081, root_relative_squared_error: 0.0171, scimark_benchmark: 1291.2752, usercpu_time_millis: 31.7, usercpu_time_millis_testing: 0.833, usercpu_time_millis_training: 30.867,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9933, kappa: 0.9852, kb_relative_information_score: 1592.8029, mean_absolute_error: 0.1023, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9933, predictive_accuracy: 0.9933, prior_entropy: 0.9313, recall: 0.9933, relative_absolute_error: 0.2257, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1415, root_relative_squared_error: 0.2972, scimark_benchmark: 1312.5748, usercpu_time_millis: 12.009, usercpu_time_millis_testing: 0.626, usercpu_time_millis_training: 11.383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.6135, mean_absolute_error: 0, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0001, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0004, root_relative_squared_error: 0.0009, scimark_benchmark: 1295.0825, usercpu_time_millis: 31.348, usercpu_time_millis_testing: 0.644, usercpu_time_millis_training: 30.704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1931.766, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0064, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0109, root_relative_squared_error: 0.0229, scimark_benchmark: 1313.4664, usercpu_time_millis: 135.876, usercpu_time_millis_testing: 2.74, usercpu_time_millis_training: 133.136,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9933, kappa: 0.9852, kb_relative_information_score: 1609.3481, mean_absolute_error: 0.0977, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9933, predictive_accuracy: 0.9933, prior_entropy: 0.9313, recall: 0.9933, relative_absolute_error: 0.2156, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1361, root_relative_squared_error: 0.2859, scimark_benchmark: 1318.3629, usercpu_time_millis: 68.277, usercpu_time_millis_testing: 3.606, usercpu_time_millis_training: 64.671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1937.9972, mean_absolute_error: 0.0009, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.002, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0041, root_relative_squared_error: 0.0086, scimark_benchmark: 1314.7405, usercpu_time_millis: 19.563, usercpu_time_millis_testing: 0.481, usercpu_time_millis_training: 19.082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9959, kappa: 0.9909, kb_relative_information_score: 1689.8933, mean_absolute_error: 0.0751, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9959, predictive_accuracy: 0.9959, prior_entropy: 0.9313, recall: 0.9959, relative_absolute_error: 0.1657, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1118, root_relative_squared_error: 0.235, scimark_benchmark: 1315.0036, usercpu_time_millis: 80.41, usercpu_time_millis_testing: 3.417, usercpu_time_millis_training: 76.993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1927.5904, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0094, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0135, root_relative_squared_error: 0.0283, scimark_benchmark: 1317.4423, usercpu_time_millis: 130.695, usercpu_time_millis_testing: 3.474, usercpu_time_millis_training: 127.221,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.4253, mean_absolute_error: 0.0008, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0017, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0033, root_relative_squared_error: 0.007, scimark_benchmark: 1293.3508, usercpu_time_millis: 132.058, usercpu_time_millis_testing: 2.7, usercpu_time_millis_training: 129.358,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9854, f_measure: 0.8911, kappa: 0.7543, kb_relative_information_score: 806.5789, mean_absolute_error: 0.2932, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9071, predictive_accuracy: 0.8959, prior_entropy: 0.9313, recall: 0.8959, relative_absolute_error: 0.6471, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3312, root_relative_squared_error: 0.6959, scimark_benchmark: 1296.0747, usercpu_time_millis: 43.656, usercpu_time_millis_testing: 3.418, usercpu_time_millis_training: 40.238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1923.4139, mean_absolute_error: 0.0055, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0122, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0196, root_relative_squared_error: 0.0412, scimark_benchmark: 1321.1622, usercpu_time_millis: 14.101, usercpu_time_millis_testing: 0.377, usercpu_time_millis_training: 13.724,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1934.3129, mean_absolute_error: 0.0021, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0046, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0084, root_relative_squared_error: 0.0175, scimark_benchmark: 1319.2431, usercpu_time_millis: 18.959, usercpu_time_millis_testing: 0.59, usercpu_time_millis_training: 18.369,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1907.4356, 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: 0.0233, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0304, root_relative_squared_error: 0.0639, scimark_benchmark: 1291.3647, usercpu_time_millis: 101.451, usercpu_time_millis_testing: 2.868, usercpu_time_millis_training: 98.583,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1918.6039, 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: 0.0206, root_relative_squared_error: 0.0433, scimark_benchmark: 1317.8475, usercpu_time_millis: 30.648, usercpu_time_millis_testing: 0.749, usercpu_time_millis_training: 29.899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9959, kappa: 0.9909, kb_relative_information_score: 1675.6536, mean_absolute_error: 0.0791, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9959, predictive_accuracy: 0.9959, prior_entropy: 0.9313, recall: 0.9959, relative_absolute_error: 0.1746, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1164, root_relative_squared_error: 0.2446, scimark_benchmark: 1316.2057, usercpu_time_millis: 45.559, usercpu_time_millis_testing: 2.231, usercpu_time_millis_training: 43.328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1827.7764, mean_absolute_error: 0.0349, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.077, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0655, root_relative_squared_error: 0.1377, scimark_benchmark: 1320.23, usercpu_time_millis: 101.641, usercpu_time_millis_testing: 3.641, usercpu_time_millis_training: 98,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1897.9457, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0299, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0343, root_relative_squared_error: 0.072, scimark_benchmark: 1283.5022, usercpu_time_millis: 138.355, usercpu_time_millis_testing: 3.502, usercpu_time_millis_training: 134.853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9959, kappa: 0.9909, kb_relative_information_score: 1693.4411, mean_absolute_error: 0.0741, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9959, predictive_accuracy: 0.9959, prior_entropy: 0.9313, recall: 0.9959, relative_absolute_error: 0.1636, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1106, root_relative_squared_error: 0.2324, scimark_benchmark: 1317.7402, usercpu_time_millis: 35.19, usercpu_time_millis_testing: 1.68, usercpu_time_millis_training: 33.51,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.2964, 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: 0.0019, scimark_benchmark: 1289.3939, usercpu_time_millis: 60.849, usercpu_time_millis_testing: 1.34, usercpu_time_millis_training: 59.509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1935.7496, 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: 0.0036, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.006, root_relative_squared_error: 0.0126, scimark_benchmark: 1297.7418, usercpu_time_millis: 126.298, usercpu_time_millis_testing: 2.952, usercpu_time_millis_training: 123.346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1920.3782, mean_absolute_error: 0.0066, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0145, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0194, root_relative_squared_error: 0.0408, scimark_benchmark: 1325.9551, usercpu_time_millis: 85.708, usercpu_time_millis_testing: 2.741, usercpu_time_millis_training: 82.967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9974, kappa: 0.9943, kb_relative_information_score: 1690.3622, mean_absolute_error: 0.0748, 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: 0.1651, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1121, root_relative_squared_error: 0.2354, scimark_benchmark: 1313.8743, usercpu_time_millis: 15.815, usercpu_time_millis_testing: 0.9, usercpu_time_millis_training: 14.915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1921.0618, mean_absolute_error: 0.0063, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.014, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0195, root_relative_squared_error: 0.041, scimark_benchmark: 1313.7261, usercpu_time_millis: 46.717, usercpu_time_millis_testing: 1.058, usercpu_time_millis_training: 45.659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1764.3457, mean_absolute_error: 0.0538, 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: 0.1187, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0874, root_relative_squared_error: 0.1837, scimark_benchmark: 1291.554, usercpu_time_millis: 15.474, usercpu_time_millis_testing: 0.668, usercpu_time_millis_training: 14.806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1801.4124, mean_absolute_error: 0.0427, 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: 0.0942, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0756, root_relative_squared_error: 0.1588, scimark_benchmark: 1296.7181, usercpu_time_millis: 19.556, usercpu_time_millis_testing: 0.692, usercpu_time_millis_training: 18.864,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9897, kappa: 0.9772, kb_relative_information_score: 1507.114, mean_absolute_error: 0.1256, 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: 0.2772, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1655, root_relative_squared_error: 0.3478, scimark_benchmark: 1288.3204, usercpu_time_millis: 14.53, usercpu_time_millis_testing: 0.828, usercpu_time_millis_training: 13.702,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, kb_relative_information_score: 21.2803, mean_absolute_error: 0.4484, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9897, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4762, root_relative_squared_error: 1.0005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.498, kb_relative_information_score: 9.1663, mean_absolute_error: 0.4511, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9956, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.476, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9954, kappa: 0.9898, kb_relative_information_score: 1753.9271, mean_absolute_error: 0.0555, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9954, predictive_accuracy: 0.9954, prior_entropy: 0.9313, recall: 0.9954, relative_absolute_error: 0.1225, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0965, root_relative_squared_error: 0.2027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9768, f_measure: 0.8835, kappa: 0.7374, kb_relative_information_score: 779.6814, mean_absolute_error: 0.2968, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8963, predictive_accuracy: 0.8882, prior_entropy: 0.9313, recall: 0.8882, relative_absolute_error: 0.6551, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3374, root_relative_squared_error: 0.7089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1926.4472, mean_absolute_error: 0.0045, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.01, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0199, root_relative_squared_error: 0.0418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1904.052, 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: 0.0256, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0325, root_relative_squared_error: 0.0684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.984, f_measure: 0.9124, kappa: 0.8031, kb_relative_information_score: 850.7955, mean_absolute_error: 0.282, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9205, predictive_accuracy: 0.915, prior_entropy: 0.9313, recall: 0.915, relative_absolute_error: 0.6225, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3227, root_relative_squared_error: 0.6781,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9969, kappa: 0.9932, kb_relative_information_score: 1765.2551, mean_absolute_error: 0.0522, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9969, predictive_accuracy: 0.9969, prior_entropy: 0.9313, recall: 0.9969, relative_absolute_error: 0.1151, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0927, root_relative_squared_error: 0.1947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1929.3836, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0081, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0121, root_relative_squared_error: 0.0254,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1932.5827, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0058, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0109, root_relative_squared_error: 0.0228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1894.7492, mean_absolute_error: 0.0144, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0317, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0396, root_relative_squared_error: 0.0833,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1896.853, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0302, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0389, root_relative_squared_error: 0.0817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: -110.757, mean_absolute_error: 0.4666, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 1.03, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.478, root_relative_squared_error: 1.0044,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 392.6774, mean_absolute_error: 0.3467, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.7653, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.5888, root_relative_squared_error: 1.2372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5004, kb_relative_information_score: -58.5842, mean_absolute_error: 0.46, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 1.0154, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4765, root_relative_squared_error: 1.0012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7067, f_measure: 0.6389, kappa: 0.1862, kb_relative_information_score: 183.5392, mean_absolute_error: 0.4086, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.6541, predictive_accuracy: 0.677, prior_entropy: 0.9313, recall: 0.677, relative_absolute_error: 0.9019, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.447, root_relative_squared_error: 0.9392,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8756, f_measure: 0.7872, kappa: 0.5206, kb_relative_information_score: 505.9196, mean_absolute_error: 0.3476, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.7919, predictive_accuracy: 0.795, prior_entropy: 0.9313, recall: 0.795, relative_absolute_error: 0.7672, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3894, root_relative_squared_error: 0.8183,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.692, f_measure: 0.6839, kappa: 0.2868, kb_relative_information_score: 326.2184, mean_absolute_error: 0.3833, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.7076, predictive_accuracy: 0.7151, prior_entropy: 0.9313, recall: 0.7151, relative_absolute_error: 0.8459, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4438, root_relative_squared_error: 0.9324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9517, f_measure: 0.8825, kappa: 0.742, kb_relative_information_score: 1115.4955, mean_absolute_error: 0.205, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8834, predictive_accuracy: 0.882, prior_entropy: 0.9313, recall: 0.882, relative_absolute_error: 0.4526, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2947, root_relative_squared_error: 0.6193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9861, kappa: 0.9693, kb_relative_information_score: 1470.5139, mean_absolute_error: 0.1348, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9861, predictive_accuracy: 0.9861, prior_entropy: 0.9313, recall: 0.9861, relative_absolute_error: 0.2975, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1762, root_relative_squared_error: 0.3701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1927.5767, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0095, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.012, root_relative_squared_error: 0.0252,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9861, kappa: 0.9694, kb_relative_information_score: 1565.818, mean_absolute_error: 0.1093, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9862, predictive_accuracy: 0.9861, prior_entropy: 0.9313, recall: 0.9861, relative_absolute_error: 0.2413, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1486, root_relative_squared_error: 0.3123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1928.7337, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0083, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0197, root_relative_squared_error: 0.0414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1877.2697, mean_absolute_error: 0.0195, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.043, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0502, root_relative_squared_error: 0.1055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9892, kappa: 0.9762, kb_relative_information_score: 1637.2042, mean_absolute_error: 0.0885, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9893, predictive_accuracy: 0.9892, prior_entropy: 0.9313, recall: 0.9892, relative_absolute_error: 0.1953, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1326, root_relative_squared_error: 0.2787,

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