OpenML
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: 1899.179, mean_absolute_error: 0.0132, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0292, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0325, root_relative_squared_error: 0.0682, scimark_benchmark: 1322.3381, usercpu_time_millis: 41.821, usercpu_time_millis_testing: 1.244, usercpu_time_millis_training: 40.577,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1939.5752, 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: 0.0008, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0026, root_relative_squared_error: 0.0055, scimark_benchmark: 1296.8161, usercpu_time_millis: 150.413, usercpu_time_millis_testing: 2.984, usercpu_time_millis_training: 147.429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1934.4667, 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: 0.0094, root_relative_squared_error: 0.0197, scimark_benchmark: 1304.02, usercpu_time_millis: 40.799, usercpu_time_millis_testing: 0.861, usercpu_time_millis_training: 39.938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1925.0172, mean_absolute_error: 0.0051, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0112, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0172, root_relative_squared_error: 0.0362, scimark_benchmark: 1316.4342, usercpu_time_millis: 150.784, usercpu_time_millis_testing: 3.074, usercpu_time_millis_training: 147.71,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1909.1954, mean_absolute_error: 0.0101, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0222, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0275, root_relative_squared_error: 0.0578, scimark_benchmark: 1289.0305, usercpu_time_millis: 64.659, usercpu_time_millis_testing: 1.749, usercpu_time_millis_training: 62.91,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1764.0202, mean_absolute_error: 0.0537, 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: 0.0874, root_relative_squared_error: 0.1837, scimark_benchmark: 1295.7527, usercpu_time_millis: 55.014, usercpu_time_millis_testing: 2.354, usercpu_time_millis_training: 52.66,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9974, kappa: 0.9943, kb_relative_information_score: 1663.089, mean_absolute_error: 0.083, 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: 0.1833, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1189, root_relative_squared_error: 0.2498, scimark_benchmark: 1308.2528, usercpu_time_millis: 24.293, usercpu_time_millis_testing: 1.08, usercpu_time_millis_training: 23.213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9791, f_measure: 0.8921, kappa: 0.7567, kb_relative_information_score: 799.6895, mean_absolute_error: 0.2932, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9055, predictive_accuracy: 0.8964, prior_entropy: 0.9313, recall: 0.8964, relative_absolute_error: 0.6472, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3332, root_relative_squared_error: 0.7001, scimark_benchmark: 1280.2341, usercpu_time_millis: 3.106, usercpu_time_millis_testing: 0.272, usercpu_time_millis_training: 2.834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9636, kappa: 0.9192, kb_relative_information_score: 1056.2329, mean_absolute_error: 0.2375, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9644, predictive_accuracy: 0.9639, prior_entropy: 0.9313, recall: 0.9639, relative_absolute_error: 0.5241, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2787, root_relative_squared_error: 0.5856, scimark_benchmark: 1310.9583, usercpu_time_millis: 53.303, usercpu_time_millis_testing: 4.145, usercpu_time_millis_training: 49.158,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.3382, 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: 1317.7637, usercpu_time_millis: 129.852, usercpu_time_millis_testing: 2.564, usercpu_time_millis_training: 127.288,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1925.7756, 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: 0.0106, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0181, root_relative_squared_error: 0.0379, scimark_benchmark: 1283.136, usercpu_time_millis: 117.195, usercpu_time_millis_testing: 2.61, usercpu_time_millis_training: 114.585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9974, kappa: 0.9943, kb_relative_information_score: 1737.6911, mean_absolute_error: 0.0614, 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: 0.1355, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0965, root_relative_squared_error: 0.2029, scimark_benchmark: 1291.2513, usercpu_time_millis: 135.635, usercpu_time_millis_testing: 5.46, usercpu_time_millis_training: 130.175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.1593, 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: 0.0004, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0011, root_relative_squared_error: 0.0023, scimark_benchmark: 1319.9817, usercpu_time_millis: 50.238, usercpu_time_millis_testing: 0.912, usercpu_time_millis_training: 49.326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1898.0181, 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: 0.03, root_relative_squared_error: 0.0631, scimark_benchmark: 1309.3331, usercpu_time_millis: 65.302, usercpu_time_millis_testing: 2.849, usercpu_time_millis_training: 62.453,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1845.3203, mean_absolute_error: 0.0298, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0659, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0542, root_relative_squared_error: 0.1138, scimark_benchmark: 1288.0063, usercpu_time_millis: 65.46, usercpu_time_millis_testing: 2.456, usercpu_time_millis_training: 63.004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1876.1142, mean_absolute_error: 0.0204, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0451, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.043, root_relative_squared_error: 0.0903, scimark_benchmark: 1300.4815, usercpu_time_millis: 9.326, usercpu_time_millis_testing: 0.477, usercpu_time_millis_training: 8.849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1822.3086, 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: 0.0808, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.067, root_relative_squared_error: 0.1407, scimark_benchmark: 1300.2211, usercpu_time_millis: 31.669, usercpu_time_millis_testing: 0.978, usercpu_time_millis_training: 30.691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1939.4631, 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: 0.0022, root_relative_squared_error: 0.0046, scimark_benchmark: 1288.9449, usercpu_time_millis: 94.253, usercpu_time_millis_testing: 2.06, usercpu_time_millis_training: 92.193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9948, kappa: 0.9886, kb_relative_information_score: 1606.4183, mean_absolute_error: 0.0986, 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: 0.2176, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1372, root_relative_squared_error: 0.2882, scimark_benchmark: 1300.3681, usercpu_time_millis: 82.282, usercpu_time_millis_testing: 3.868, usercpu_time_millis_training: 78.414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9763, kappa: 0.9475, kb_relative_information_score: 1270.9166, mean_absolute_error: 0.1865, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9763, predictive_accuracy: 0.9763, prior_entropy: 0.9313, recall: 0.9763, relative_absolute_error: 0.4116, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2282, root_relative_squared_error: 0.4795, scimark_benchmark: 1314.9665, usercpu_time_millis: 14.493, usercpu_time_millis_testing: 0.922, usercpu_time_millis_training: 13.571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1885.0151, mean_absolute_error: 0.0175, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0387, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0414, root_relative_squared_error: 0.0869, scimark_benchmark: 1295.1323, usercpu_time_millis: 25.758, usercpu_time_millis_testing: 0.89, usercpu_time_millis_training: 24.868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1763.4995, 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: 0.088, root_relative_squared_error: 0.1849, scimark_benchmark: 1302.7584, usercpu_time_millis: 27.911, usercpu_time_millis_testing: 1.184, usercpu_time_millis_training: 26.727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1895.9477, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0313, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0353, root_relative_squared_error: 0.0741, scimark_benchmark: 1306.2119, usercpu_time_millis: 144.13, usercpu_time_millis_testing: 3.733, usercpu_time_millis_training: 140.397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1916.7768, mean_absolute_error: 0.0077, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.017, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0221, root_relative_squared_error: 0.0464, scimark_benchmark: 1302.8115, usercpu_time_millis: 74.586, usercpu_time_millis_testing: 1.838, usercpu_time_millis_training: 72.748,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1791.9851, mean_absolute_error: 0.0456, 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: 0.1005, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0784, root_relative_squared_error: 0.1646, scimark_benchmark: 1298.9835, usercpu_time_millis: 25.069, usercpu_time_millis_testing: 0.875, usercpu_time_millis_training: 24.194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1936.4514, mean_absolute_error: 0.0014, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0031, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0066, root_relative_squared_error: 0.0138, scimark_benchmark: 1297.9063, usercpu_time_millis: 135.129, usercpu_time_millis_testing: 3.345, usercpu_time_millis_training: 131.784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9985, kappa: 0.9966, kb_relative_information_score: 1741.9305, mean_absolute_error: 0.0602, 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: 0.1329, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0948, root_relative_squared_error: 0.1992, scimark_benchmark: 1310.1991, usercpu_time_millis: 26.488, usercpu_time_millis_testing: 1.405, usercpu_time_millis_training: 25.083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9979, kappa: 0.9955, kb_relative_information_score: 1758.4976, mean_absolute_error: 0.056, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.998, predictive_accuracy: 0.9979, prior_entropy: 0.9313, recall: 0.9979, relative_absolute_error: 0.1235, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0852, root_relative_squared_error: 0.179, scimark_benchmark: 1305.2095, usercpu_time_millis: 35.512, usercpu_time_millis_testing: 1.65, usercpu_time_millis_training: 33.862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1809.7304, mean_absolute_error: 0.0404, 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: 0.0892, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0702, root_relative_squared_error: 0.1474, scimark_benchmark: 1304.8713, usercpu_time_millis: 87.573, usercpu_time_millis_testing: 3.951, usercpu_time_millis_training: 83.622,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1910.3983, 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: 0.0213, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0272, root_relative_squared_error: 0.0573, scimark_benchmark: 1307.7643, usercpu_time_millis: 50.343, usercpu_time_millis_testing: 1.313, usercpu_time_millis_training: 49.03,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9985, kappa: 0.9966, kb_relative_information_score: 1727.5755, mean_absolute_error: 0.0643, 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: 0.1418, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1, root_relative_squared_error: 0.2101, scimark_benchmark: 1299.4412, usercpu_time_millis: 28.081, usercpu_time_millis_testing: 1.299, usercpu_time_millis_training: 26.782,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1826.0083, mean_absolute_error: 0.0355, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0784, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0652, root_relative_squared_error: 0.137, scimark_benchmark: 1286.4232, usercpu_time_millis: 18.772, usercpu_time_millis_testing: 0.833, usercpu_time_millis_training: 17.939,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1929.3163, 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: 0.0082, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0132, root_relative_squared_error: 0.0277, scimark_benchmark: 1290.3302, usercpu_time_millis: 144.259, usercpu_time_millis_testing: 2.897, usercpu_time_millis_training: 141.362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9736, kappa: 0.9414, kb_relative_information_score: 1144.5951, mean_absolute_error: 0.2169, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9739, predictive_accuracy: 0.9737, prior_entropy: 0.9313, recall: 0.9737, relative_absolute_error: 0.4788, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2581, root_relative_squared_error: 0.5424, scimark_benchmark: 1283.3135, usercpu_time_millis: 46.257, usercpu_time_millis_testing: 3.768, usercpu_time_millis_training: 42.489,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1819.683, mean_absolute_error: 0.0374, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0825, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0679, root_relative_squared_error: 0.1426, scimark_benchmark: 1315.1693, usercpu_time_millis: 99.065, usercpu_time_millis_testing: 3.778, usercpu_time_millis_training: 95.287,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1939.1596, 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: 0.0026, root_relative_squared_error: 0.0054, scimark_benchmark: 1310.7348, usercpu_time_millis: 95.252, usercpu_time_millis_testing: 2.803, usercpu_time_millis_training: 92.449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1885.9923, mean_absolute_error: 0.0173, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0382, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0395, root_relative_squared_error: 0.083, scimark_benchmark: 1296.7086, usercpu_time_millis: 82.936, usercpu_time_millis_testing: 2.726, usercpu_time_millis_training: 80.21,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.2584, 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: 0.002, scimark_benchmark: 1321.0175, usercpu_time_millis: 50.367, usercpu_time_millis_testing: 0.989, usercpu_time_millis_training: 49.378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9974, kappa: 0.9943, kb_relative_information_score: 1681.1839, mean_absolute_error: 0.0783, 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: 0.1727, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1119, root_relative_squared_error: 0.2352, scimark_benchmark: 1306.0684, usercpu_time_millis: 71.316, usercpu_time_millis_testing: 3.383, usercpu_time_millis_training: 67.933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9954, kappa: 0.9898, kb_relative_information_score: 1663.4854, mean_absolute_error: 0.0827, 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: 0.1824, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1201, root_relative_squared_error: 0.2523, scimark_benchmark: 1302.4637, usercpu_time_millis: 56.125, usercpu_time_millis_testing: 2.613, usercpu_time_millis_training: 53.512,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9938, kappa: 0.9864, kb_relative_information_score: 1591.5252, mean_absolute_error: 0.1027, 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: 0.2266, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1421, root_relative_squared_error: 0.2986, scimark_benchmark: 1314.8054, usercpu_time_millis: 68.633, usercpu_time_millis_testing: 3.671, usercpu_time_millis_training: 64.962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9933, kappa: 0.9852, kb_relative_information_score: 1562.8035, mean_absolute_error: 0.1106, 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: 0.244, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1502, root_relative_squared_error: 0.3155, scimark_benchmark: 1316.5144, usercpu_time_millis: 123.778, usercpu_time_millis_testing: 6.644, usercpu_time_millis_training: 117.134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1933.4232, 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: 0.0104, root_relative_squared_error: 0.0219, scimark_benchmark: 1293.118, usercpu_time_millis: 98.55, usercpu_time_millis_testing: 3.91, usercpu_time_millis_training: 94.64,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9483, kappa: 0.8846, kb_relative_information_score: 973.8327, mean_absolute_error: 0.2556, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9503, predictive_accuracy: 0.949, prior_entropy: 0.9313, recall: 0.949, relative_absolute_error: 0.5641, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2967, root_relative_squared_error: 0.6234, scimark_benchmark: 1306.8613, usercpu_time_millis: 53.574, usercpu_time_millis_testing: 4.626, usercpu_time_millis_training: 48.948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9923, kappa: 0.9829, kb_relative_information_score: 1548.4227, mean_absolute_error: 0.1144, 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: 0.2524, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1538, root_relative_squared_error: 0.3231, scimark_benchmark: 1286.5323, usercpu_time_millis: 43.534, usercpu_time_millis_testing: 2.385, usercpu_time_millis_training: 41.149,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9985, kappa: 0.9966, kb_relative_information_score: 1741.012, mean_absolute_error: 0.0605, 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: 0.1334, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0952, root_relative_squared_error: 0.2001, scimark_benchmark: 1288.6275, usercpu_time_millis: 129.479, usercpu_time_millis_testing: 5.418, usercpu_time_millis_training: 124.061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, f_measure: 0.8819, kappa: 0.7333, kb_relative_information_score: 772.6555, mean_absolute_error: 0.2996, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9008, predictive_accuracy: 0.8877, prior_entropy: 0.9313, recall: 0.8877, relative_absolute_error: 0.6612, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3382, root_relative_squared_error: 0.7107, scimark_benchmark: 1315.4032, usercpu_time_millis: 9.284, usercpu_time_millis_testing: 0.787, usercpu_time_millis_training: 8.497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9938, kappa: 0.9864, kb_relative_information_score: 1568.8464, mean_absolute_error: 0.1091, 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: 0.2408, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1476, root_relative_squared_error: 0.31, scimark_benchmark: 1288.9365, usercpu_time_millis: 43.259, usercpu_time_millis_testing: 2.27, usercpu_time_millis_training: 40.989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1931.1707, 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: 0.0068, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0118, root_relative_squared_error: 0.0248, scimark_benchmark: 1296.7617, usercpu_time_millis: 79.06, usercpu_time_millis_testing: 1.641, usercpu_time_millis_training: 77.419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1813.3185, mean_absolute_error: 0.0391, 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: 0.0863, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0714, root_relative_squared_error: 0.1501, scimark_benchmark: 1316.4676, usercpu_time_millis: 48.405, usercpu_time_millis_testing: 1.513, usercpu_time_millis_training: 46.892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1910.1912, 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: 0.0272, root_relative_squared_error: 0.0571, scimark_benchmark: 1315.1117, usercpu_time_millis: 91.158, usercpu_time_millis_testing: 2.9, usercpu_time_millis_training: 88.258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9757, kappa: 0.9463, kb_relative_information_score: 1287.9377, mean_absolute_error: 0.1818, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9758, predictive_accuracy: 0.9758, prior_entropy: 0.9313, recall: 0.9758, relative_absolute_error: 0.4014, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2242, root_relative_squared_error: 0.471, scimark_benchmark: 1280.9688, usercpu_time_millis: 6.825, usercpu_time_millis_testing: 0.509, usercpu_time_millis_training: 6.316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1913.2146, mean_absolute_error: 0.0088, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0195, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.024, root_relative_squared_error: 0.0503, scimark_benchmark: 1297.8621, usercpu_time_millis: 57.256, usercpu_time_millis_testing: 1.687, usercpu_time_millis_training: 55.569,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1931.9423, 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: 0.0063, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0092, root_relative_squared_error: 0.0194, scimark_benchmark: 1318.2643, usercpu_time_millis: 107.39, usercpu_time_millis_testing: 2.823, usercpu_time_millis_training: 104.567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9809, kappa: 0.9578, kb_relative_information_score: 1333.3176, mean_absolute_error: 0.1711, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9809, predictive_accuracy: 0.9809, prior_entropy: 0.9313, recall: 0.9809, relative_absolute_error: 0.3777, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2119, root_relative_squared_error: 0.4452, scimark_benchmark: 1312.1705, usercpu_time_millis: 45.408, usercpu_time_millis_testing: 3.311, usercpu_time_millis_training: 42.097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1931.2213, 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: 0.0068, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0117, root_relative_squared_error: 0.0246, scimark_benchmark: 1295.5914, usercpu_time_millis: 10.291, usercpu_time_millis_testing: 0.346, usercpu_time_millis_training: 9.945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9974, kappa: 0.9943, kb_relative_information_score: 1705.7508, mean_absolute_error: 0.071, 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: 0.1567, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1049, root_relative_squared_error: 0.2205, scimark_benchmark: 1290.9672, usercpu_time_millis: 53.659, usercpu_time_millis_testing: 2.74, usercpu_time_millis_training: 50.919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1840.614, mean_absolute_error: 0.0311, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0686, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0602, root_relative_squared_error: 0.1265, scimark_benchmark: 1315.9236, usercpu_time_millis: 138.284, usercpu_time_millis_testing: 4.31, usercpu_time_millis_training: 133.974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1866.7983, mean_absolute_error: 0.0231, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0509, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0503, root_relative_squared_error: 0.1057, scimark_benchmark: 1300.4843, usercpu_time_millis: 60.455, usercpu_time_millis_testing: 2.03, usercpu_time_millis_training: 58.425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.6928, 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, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0, root_relative_squared_error: 0.0001, scimark_benchmark: 1291.3666, usercpu_time_millis: 191.626, usercpu_time_millis_testing: 2.98, usercpu_time_millis_training: 188.646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9954, kappa: 0.9898, kb_relative_information_score: 1665.7506, mean_absolute_error: 0.082, 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: 0.1809, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1191, root_relative_squared_error: 0.2502, scimark_benchmark: 1301.6912, usercpu_time_millis: 76.063, usercpu_time_millis_testing: 3.229, usercpu_time_millis_training: 72.834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1792.9247, 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: 0.1009, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0733, root_relative_squared_error: 0.1539, scimark_benchmark: 1301.7293, usercpu_time_millis: 55.798, usercpu_time_millis_testing: 2.362, usercpu_time_millis_training: 53.436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1920.0145, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0148, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0188, root_relative_squared_error: 0.0395, scimark_benchmark: 1310.5193, usercpu_time_millis: 45.264, usercpu_time_millis_testing: 1.262, usercpu_time_millis_training: 44.002,

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