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: 1938.8952, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0013, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0051, root_relative_squared_error: 0.0107, scimark_benchmark: 1322.1837, usercpu_time_millis: 148.748, usercpu_time_millis_testing: 3.146, usercpu_time_millis_training: 145.602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1937.9326, 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: 0.0037, root_relative_squared_error: 0.0078, scimark_benchmark: 1302.9976, usercpu_time_millis: 148.139, usercpu_time_millis_testing: 3.4, usercpu_time_millis_training: 144.739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1900.8842, mean_absolute_error: 0.0125, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0275, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0361, root_relative_squared_error: 0.0758, scimark_benchmark: 1320.243, usercpu_time_millis: 7.185, usercpu_time_millis_testing: 0.235, usercpu_time_millis_training: 6.95,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.999, kappa: 0.9977, kb_relative_information_score: 1784.9708, mean_absolute_error: 0.0476, 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: 0.105, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0809, root_relative_squared_error: 0.1699, scimark_benchmark: 1297.2559, usercpu_time_millis: 44.341, usercpu_time_millis_testing: 1.576, usercpu_time_millis_training: 42.765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1929.6099, mean_absolute_error: 0.0036, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.008, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.011, root_relative_squared_error: 0.023, scimark_benchmark: 1294.3437, usercpu_time_millis: 122.274, usercpu_time_millis_testing: 3.551, usercpu_time_millis_training: 118.723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1833.9304, mean_absolute_error: 0.0331, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0731, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0629, root_relative_squared_error: 0.1321, scimark_benchmark: 1299.2568, usercpu_time_millis: 10.672, usercpu_time_millis_testing: 0.389, usercpu_time_millis_training: 10.283,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1881.6672, mean_absolute_error: 0.0188, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0414, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0386, root_relative_squared_error: 0.0811, scimark_benchmark: 1298.028, usercpu_time_millis: 17.818, usercpu_time_millis_testing: 0.646, usercpu_time_millis_training: 17.172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1900.6327, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0284, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0292, root_relative_squared_error: 0.0613, scimark_benchmark: 1288.2604, usercpu_time_millis: 33.267, usercpu_time_millis_testing: 1.44, usercpu_time_millis_training: 31.827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1775.6769, mean_absolute_error: 0.0503, 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: 0.1109, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.084, root_relative_squared_error: 0.1765, scimark_benchmark: 1315.9573, usercpu_time_millis: 40.853, usercpu_time_millis_testing: 2.122, usercpu_time_millis_training: 38.731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1849.6707, mean_absolute_error: 0.0283, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0626, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0566, root_relative_squared_error: 0.1188, scimark_benchmark: 1309.7735, usercpu_time_millis: 141.632, usercpu_time_millis_testing: 4.362, usercpu_time_millis_training: 137.27,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1939.7691, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0007, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0024, root_relative_squared_error: 0.0051, scimark_benchmark: 1300.2133, usercpu_time_millis: 2.859, usercpu_time_millis_testing: 0.127, usercpu_time_millis_training: 2.732,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.0346, 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: 0.0005, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0023, root_relative_squared_error: 0.0049, scimark_benchmark: 1302.1356, usercpu_time_millis: 85.216, usercpu_time_millis_testing: 2.395, usercpu_time_millis_training: 82.821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1850.6373, mean_absolute_error: 0.0283, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0624, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0519, root_relative_squared_error: 0.1091, scimark_benchmark: 1319.1649, usercpu_time_millis: 85.573, usercpu_time_millis_testing: 3.545, usercpu_time_millis_training: 82.028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.999, kappa: 0.9977, kb_relative_information_score: 1770.6731, mean_absolute_error: 0.0514, 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: 0.1133, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0891, root_relative_squared_error: 0.1872, scimark_benchmark: 1300.109, usercpu_time_millis: 2.076, usercpu_time_millis_testing: 0.124, usercpu_time_millis_training: 1.952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9964, kappa: 0.992, kb_relative_information_score: 1622.0962, mean_absolute_error: 0.0944, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9964, predictive_accuracy: 0.9964, prior_entropy: 0.9313, recall: 0.9964, relative_absolute_error: 0.2084, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1316, root_relative_squared_error: 0.2765, scimark_benchmark: 1300.7306, usercpu_time_millis: 41.86, usercpu_time_millis_testing: 2.076, usercpu_time_millis_training: 39.784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1837.8643, mean_absolute_error: 0.0324, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0715, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0542, root_relative_squared_error: 0.1138, scimark_benchmark: 1291.4644, usercpu_time_millis: 9.851, usercpu_time_millis_testing: 0.38, usercpu_time_millis_training: 9.471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1908.469, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0229, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0249, root_relative_squared_error: 0.0524, scimark_benchmark: 1298.1574, usercpu_time_millis: 71.921, usercpu_time_millis_testing: 2.504, usercpu_time_millis_training: 69.417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1915.0252, mean_absolute_error: 0.0081, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0179, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0271, root_relative_squared_error: 0.057, scimark_benchmark: 1306.6144, usercpu_time_millis: 21.484, usercpu_time_millis_testing: 0.534, usercpu_time_millis_training: 20.95,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1937.4033, mean_absolute_error: 0.0011, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0024, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0045, root_relative_squared_error: 0.0094, scimark_benchmark: 1322.8473, usercpu_time_millis: 29.214, usercpu_time_millis_testing: 0.765, usercpu_time_millis_training: 28.449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1904.2848, mean_absolute_error: 0.0115, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0253, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0333, root_relative_squared_error: 0.07, scimark_benchmark: 1297.7745, usercpu_time_millis: 83.464, usercpu_time_millis_testing: 2.134, usercpu_time_millis_training: 81.33,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1892.0868, 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: 0.0342, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0348, root_relative_squared_error: 0.0731, scimark_benchmark: 1311.1589, usercpu_time_millis: 32.803, usercpu_time_millis_testing: 1.178, usercpu_time_millis_training: 31.625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1762.9278, mean_absolute_error: 0.0539, 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: 0.1189, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0887, root_relative_squared_error: 0.1864, scimark_benchmark: 1295.9896, usercpu_time_millis: 48.963, usercpu_time_millis_testing: 2.085, usercpu_time_millis_training: 46.878,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1887.205, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0371, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0419, root_relative_squared_error: 0.088, scimark_benchmark: 1296.7566, usercpu_time_millis: 2.545, usercpu_time_millis_testing: 0.121, usercpu_time_millis_training: 2.424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1764.0048, 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: 0.1186, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0877, root_relative_squared_error: 0.1842, scimark_benchmark: 1314.5377, usercpu_time_millis: 23.159, usercpu_time_millis_testing: 1.065, usercpu_time_millis_training: 22.094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1888.1169, mean_absolute_error: 0.0167, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0369, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0372, root_relative_squared_error: 0.0783, scimark_benchmark: 1316.1151, usercpu_time_millis: 64.25, usercpu_time_millis_testing: 2.141, usercpu_time_millis_training: 62.109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1927.3939, 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: 0.0096, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.013, root_relative_squared_error: 0.0272, scimark_benchmark: 1297.4385, usercpu_time_millis: 58.851, usercpu_time_millis_testing: 2.157, usercpu_time_millis_training: 56.694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9768, kappa: 0.9486, kb_relative_information_score: 1293.9384, mean_absolute_error: 0.181, 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: 0.3994, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2221, root_relative_squared_error: 0.4666, scimark_benchmark: 1315.6392, usercpu_time_millis: 59.097, usercpu_time_millis_testing: 4.557, usercpu_time_millis_training: 54.54,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.2599, 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: 0.0018, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0052, root_relative_squared_error: 0.0109, scimark_benchmark: 1302.741, usercpu_time_millis: 105.251, usercpu_time_millis_testing: 2.433, usercpu_time_millis_training: 102.818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9912, kappa: 0.9806, kb_relative_information_score: 1529.1018, mean_absolute_error: 0.1192, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9912, predictive_accuracy: 0.9912, prior_entropy: 0.9313, recall: 0.9912, relative_absolute_error: 0.263, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1609, root_relative_squared_error: 0.3381, scimark_benchmark: 1320.8585, usercpu_time_millis: 4.367, usercpu_time_millis_testing: 0.255, usercpu_time_millis_training: 4.112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1925.1209, mean_absolute_error: 0.005, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0111, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0165, root_relative_squared_error: 0.0347, scimark_benchmark: 1318.4573, usercpu_time_millis: 111.879, usercpu_time_millis_testing: 2.545, usercpu_time_millis_training: 109.334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9979, kappa: 0.9954, kb_relative_information_score: 1735.5491, mean_absolute_error: 0.062, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9979, predictive_accuracy: 0.9979, prior_entropy: 0.9313, recall: 0.9979, relative_absolute_error: 0.1367, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0973, root_relative_squared_error: 0.2045, scimark_benchmark: 1318.4364, usercpu_time_millis: 68.49, usercpu_time_millis_testing: 2.75, usercpu_time_millis_training: 65.74,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1877.9458, mean_absolute_error: 0.0199, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0438, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0421, root_relative_squared_error: 0.0884, scimark_benchmark: 1299.0707, usercpu_time_millis: 111.867, usercpu_time_millis_testing: 3.877, usercpu_time_millis_training: 107.99,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1900.7362, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.028, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.033, root_relative_squared_error: 0.0693, scimark_benchmark: 1316.0717, usercpu_time_millis: 83.204, usercpu_time_millis_testing: 1.996, usercpu_time_millis_training: 81.208,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1765.0853, mean_absolute_error: 0.0533, 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: 0.1176, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.088, root_relative_squared_error: 0.1849, scimark_benchmark: 1298.2553, usercpu_time_millis: 71.782, usercpu_time_millis_testing: 3.449, usercpu_time_millis_training: 68.333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.1611, 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: 0.0018, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0037, root_relative_squared_error: 0.0078, scimark_benchmark: 1320.729, usercpu_time_millis: 80.223, usercpu_time_millis_testing: 2.018, usercpu_time_millis_training: 78.205,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9855, kappa: 0.968, kb_relative_information_score: 1287.3707, mean_absolute_error: 0.1825, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9856, predictive_accuracy: 0.9856, prior_entropy: 0.9313, recall: 0.9856, relative_absolute_error: 0.4028, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2237, root_relative_squared_error: 0.47, scimark_benchmark: 1317.8049, usercpu_time_millis: 48.39, usercpu_time_millis_testing: 3.376, usercpu_time_millis_training: 45.014,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9948, kappa: 0.9886, kb_relative_information_score: 1657.1535, mean_absolute_error: 0.0843, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9948, predictive_accuracy: 0.9948, prior_entropy: 0.9313, recall: 0.9948, relative_absolute_error: 0.1861, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1219, root_relative_squared_error: 0.2562, scimark_benchmark: 1291.3935, usercpu_time_millis: 33.034, usercpu_time_millis_testing: 1.634, usercpu_time_millis_training: 31.4,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1929.9405, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0077, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.012, root_relative_squared_error: 0.0252, scimark_benchmark: 1294.7378, usercpu_time_millis: 10.181, usercpu_time_millis_testing: 0.327, usercpu_time_millis_training: 9.854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1858.4287, mean_absolute_error: 0.0255, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0564, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0545, root_relative_squared_error: 0.1144, scimark_benchmark: 1315.2818, usercpu_time_millis: 156.482, usercpu_time_millis_testing: 5.069, usercpu_time_millis_training: 151.413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1865.8323, mean_absolute_error: 0.0236, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0521, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0456, root_relative_squared_error: 0.0959, scimark_benchmark: 1292.7798, usercpu_time_millis: 31.27, usercpu_time_millis_testing: 1.28, usercpu_time_millis_training: 29.99,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1917.2169, mean_absolute_error: 0.0076, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0168, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0202, root_relative_squared_error: 0.0424, scimark_benchmark: 1289.9115, usercpu_time_millis: 116.386, usercpu_time_millis_testing: 3.377, usercpu_time_millis_training: 113.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9928, kappa: 0.9841, kb_relative_information_score: 1579.3112, mean_absolute_error: 0.1061, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9928, predictive_accuracy: 0.9928, prior_entropy: 0.9313, recall: 0.9928, relative_absolute_error: 0.2342, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1448, root_relative_squared_error: 0.3042, scimark_benchmark: 1322.2791, usercpu_time_millis: 70.461, usercpu_time_millis_testing: 3.699, usercpu_time_millis_training: 66.762,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.6998, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, root_mean_prior_squared_error: 0.4759, scimark_benchmark: 1297.719, usercpu_time_millis: 18.183, usercpu_time_millis_testing: 0.35, usercpu_time_millis_training: 17.833,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.2279, 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: 0.0011, root_relative_squared_error: 0.0023, scimark_benchmark: 1325.741, usercpu_time_millis: 22.784, usercpu_time_millis_testing: 0.421, usercpu_time_millis_training: 22.363,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.3063, 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: 0.0013, root_relative_squared_error: 0.0028, scimark_benchmark: 1298.727, usercpu_time_millis: 38.916, usercpu_time_millis_testing: 0.904, usercpu_time_millis_training: 38.012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.6998, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, root_mean_prior_squared_error: 0.4759, scimark_benchmark: 1321.2339, usercpu_time_millis: 164.148, usercpu_time_millis_testing: 2.684, usercpu_time_millis_training: 161.464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1822.1663, mean_absolute_error: 0.0366, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0807, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0674, root_relative_squared_error: 0.1416, scimark_benchmark: 1296.5292, usercpu_time_millis: 78.275, usercpu_time_millis_testing: 2.968, usercpu_time_millis_training: 75.307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9985, kappa: 0.9966, kb_relative_information_score: 1760.8199, mean_absolute_error: 0.0547, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9985, predictive_accuracy: 0.9985, prior_entropy: 0.9313, recall: 0.9985, relative_absolute_error: 0.1207, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0887, root_relative_squared_error: 0.1864, scimark_benchmark: 1321.1072, usercpu_time_millis: 34.421, usercpu_time_millis_testing: 1.6, usercpu_time_millis_training: 32.821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1918.996, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0154, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.02, root_relative_squared_error: 0.0419, scimark_benchmark: 1322.6197, usercpu_time_millis: 52.312, usercpu_time_millis_testing: 1.851, usercpu_time_millis_training: 50.461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1899.4911, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0288, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0345, root_relative_squared_error: 0.0725, scimark_benchmark: 1320.2589, usercpu_time_millis: 96.343, usercpu_time_millis_testing: 2.698, usercpu_time_millis_training: 93.645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1931.1268, mean_absolute_error: 0.0031, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0069, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0112, root_relative_squared_error: 0.0236, scimark_benchmark: 1316.9225, usercpu_time_millis: 107.433, usercpu_time_millis_testing: 3.102, usercpu_time_millis_training: 104.331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9938, kappa: 0.9864, kb_relative_information_score: 1577.1347, mean_absolute_error: 0.1068, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9938, predictive_accuracy: 0.9938, prior_entropy: 0.9313, recall: 0.9938, relative_absolute_error: 0.2357, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1453, root_relative_squared_error: 0.3053, scimark_benchmark: 1314.9952, usercpu_time_millis: 110.686, usercpu_time_millis_testing: 5.935, usercpu_time_millis_training: 104.751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9839, f_measure: 0.8921, kappa: 0.7566, kb_relative_information_score: 824.8323, mean_absolute_error: 0.2888, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9058, predictive_accuracy: 0.8964, prior_entropy: 0.9313, recall: 0.8964, relative_absolute_error: 0.6373, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.328, root_relative_squared_error: 0.6892, scimark_benchmark: 1295.0939, usercpu_time_millis: 5.906, usercpu_time_millis_testing: 0.634, usercpu_time_millis_training: 5.272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1802.8008, mean_absolute_error: 0.0423, 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: 0.0934, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0746, root_relative_squared_error: 0.1568, scimark_benchmark: 1322.6339, usercpu_time_millis: 98.449, usercpu_time_millis_testing: 3.545, usercpu_time_millis_training: 94.904,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9979, kappa: 0.9955, kb_relative_information_score: 1734.3091, mean_absolute_error: 0.0623, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9979, predictive_accuracy: 0.9979, prior_entropy: 0.9313, recall: 0.9979, relative_absolute_error: 0.1375, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0979, root_relative_squared_error: 0.2056, scimark_benchmark: 1315.5613, usercpu_time_millis: 68.054, usercpu_time_millis_testing: 3.124, usercpu_time_millis_training: 64.93,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1894.0062, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0324, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0387, root_relative_squared_error: 0.0812, scimark_benchmark: 1291.6725, usercpu_time_millis: 123.411, usercpu_time_millis_testing: 3.688, usercpu_time_millis_training: 119.723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1926.0372, mean_absolute_error: 0.0048, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0105, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0141, root_relative_squared_error: 0.0297, scimark_benchmark: 1301.451, usercpu_time_millis: 56.104, usercpu_time_millis_testing: 1.782, usercpu_time_millis_training: 54.322,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1897.4519, mean_absolute_error: 0.0135, 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: 0.0382, root_relative_squared_error: 0.0802, scimark_benchmark: 1300.0102, usercpu_time_millis: 14.728, usercpu_time_millis_testing: 0.406, usercpu_time_millis_training: 14.322,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1934.4982, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0045, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0078, root_relative_squared_error: 0.0164, scimark_benchmark: 1312.4078, usercpu_time_millis: 110.005, usercpu_time_millis_testing: 2.934, usercpu_time_millis_training: 107.071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9969, kappa: 0.9932, kb_relative_information_score: 1699.2189, mean_absolute_error: 0.0723, 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: 0.1596, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1094, root_relative_squared_error: 0.2298, scimark_benchmark: 1295.1762, usercpu_time_millis: 42.482, usercpu_time_millis_testing: 1.914, usercpu_time_millis_training: 40.568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1836.592, mean_absolute_error: 0.0323, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0713, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0618, root_relative_squared_error: 0.1298, scimark_benchmark: 1295.7416, usercpu_time_millis: 79.856, usercpu_time_millis_testing: 2.976, usercpu_time_millis_training: 76.88,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9738, f_measure: 0.8468, kappa: 0.6534, kb_relative_information_score: 665.8051, mean_absolute_error: 0.3227, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8783, predictive_accuracy: 0.8573, prior_entropy: 0.9313, recall: 0.8573, relative_absolute_error: 0.7123, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3592, root_relative_squared_error: 0.7547, scimark_benchmark: 1295.9065, usercpu_time_millis: 47.531, usercpu_time_millis_testing: 4.477, usercpu_time_millis_training: 43.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1896.303, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0312, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0339, root_relative_squared_error: 0.0712, scimark_benchmark: 1292.5565, usercpu_time_millis: 109.46, usercpu_time_millis_testing: 3.102, usercpu_time_millis_training: 106.358,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1929.8856, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0077, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0139, root_relative_squared_error: 0.0292, scimark_benchmark: 1325.3559, usercpu_time_millis: 44.103, usercpu_time_millis_testing: 1.175, usercpu_time_millis_training: 42.928,

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