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: 1884.333, mean_absolute_error: 0.0176, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0389, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0432, root_relative_squared_error: 0.0909, scimark_benchmark: 1294.2579, usercpu_time_millis: 67.301, usercpu_time_millis_testing: 1.982, usercpu_time_millis_training: 65.319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1936.8523, mean_absolute_error: 0.0013, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0028, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0073, root_relative_squared_error: 0.0154, scimark_benchmark: 1298.0843, usercpu_time_millis: 53.374, usercpu_time_millis_testing: 1.711, usercpu_time_millis_training: 51.663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1815.4947, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0851, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0699, root_relative_squared_error: 0.1469, scimark_benchmark: 1314.8085, usercpu_time_millis: 141.868, usercpu_time_millis_testing: 4.274, usercpu_time_millis_training: 137.594,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9636, kappa: 0.919, kb_relative_information_score: 1077.2265, mean_absolute_error: 0.2319, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9313, recall: 0.9639, relative_absolute_error: 0.5119, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2741, root_relative_squared_error: 0.5759, scimark_benchmark: 1314.8173, usercpu_time_millis: 52.33, usercpu_time_millis_testing: 4.234, usercpu_time_millis_training: 48.096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.743, 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: 0.0014, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.004, root_relative_squared_error: 0.0084, scimark_benchmark: 1316.648, usercpu_time_millis: 69, usercpu_time_millis_testing: 1.448, usercpu_time_millis_training: 67.552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9881, kappa: 0.9738, kb_relative_information_score: 1412.9791, mean_absolute_error: 0.1506, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9882, predictive_accuracy: 0.9882, prior_entropy: 0.9313, recall: 0.9882, relative_absolute_error: 0.3324, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1912, root_relative_squared_error: 0.4017, scimark_benchmark: 1307.3356, usercpu_time_millis: 64.395, usercpu_time_millis_testing: 4.016, usercpu_time_millis_training: 60.379,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1905.5644, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0249, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0271, root_relative_squared_error: 0.057, scimark_benchmark: 1302.5048, usercpu_time_millis: 10.19, usercpu_time_millis_testing: 0.337, usercpu_time_millis_training: 9.853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.999, kappa: 0.9977, kb_relative_information_score: 1758.5534, mean_absolute_error: 0.0555, 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: 0.1225, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0884, root_relative_squared_error: 0.1857, scimark_benchmark: 1318.9524, usercpu_time_millis: 52.139, usercpu_time_millis_testing: 2.251, usercpu_time_millis_training: 49.888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9928, kappa: 0.9841, kb_relative_information_score: 1633.7859, mean_absolute_error: 0.0908, 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: 0.2004, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.129, root_relative_squared_error: 0.2712, scimark_benchmark: 1296.7466, usercpu_time_millis: 65.363, usercpu_time_millis_testing: 3.396, usercpu_time_millis_training: 61.967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1809.6654, mean_absolute_error: 0.0406, 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: 0.0896, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0685, root_relative_squared_error: 0.1439, scimark_benchmark: 1284.9059, usercpu_time_millis: 81.991, usercpu_time_millis_testing: 3.406, usercpu_time_millis_training: 78.585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1932.1767, mean_absolute_error: 0.0028, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0061, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0102, root_relative_squared_error: 0.0214, scimark_benchmark: 1310.7136, usercpu_time_millis: 130.228, usercpu_time_millis_testing: 2.977, usercpu_time_millis_training: 127.251,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1883.7032, mean_absolute_error: 0.0179, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0394, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0434, root_relative_squared_error: 0.0911, scimark_benchmark: 1299.3062, usercpu_time_millis: 75.412, usercpu_time_millis_testing: 2.12, usercpu_time_millis_training: 73.292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9787, f_measure: 0.8577, kappa: 0.6782, kb_relative_information_score: 719.1442, mean_absolute_error: 0.3114, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.885, predictive_accuracy: 0.8666, prior_entropy: 0.9313, recall: 0.8666, relative_absolute_error: 0.6874, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3488, root_relative_squared_error: 0.7328, scimark_benchmark: 1316.8541, usercpu_time_millis: 31.943, usercpu_time_millis_testing: 2.86, usercpu_time_millis_training: 29.083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1931.338, mean_absolute_error: 0.003, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0067, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0132, root_relative_squared_error: 0.0277, scimark_benchmark: 1305.2931, usercpu_time_millis: 85.512, usercpu_time_millis_testing: 2.013, usercpu_time_millis_training: 83.499,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9964, kappa: 0.992, kb_relative_information_score: 1714.5613, mean_absolute_error: 0.068, 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: 0.1502, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1038, root_relative_squared_error: 0.2182, scimark_benchmark: 1299.5265, usercpu_time_millis: 62.922, usercpu_time_millis_testing: 2.54, usercpu_time_millis_training: 60.382,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1913.8042, mean_absolute_error: 0.0086, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.019, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0249, root_relative_squared_error: 0.0523, scimark_benchmark: 1287.7646, usercpu_time_millis: 166.335, usercpu_time_millis_testing: 3.577, usercpu_time_millis_training: 162.758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9923, kappa: 0.9829, kb_relative_information_score: 1559.8076, mean_absolute_error: 0.1114, 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: 0.2458, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1504, root_relative_squared_error: 0.316, scimark_benchmark: 1325.0139, usercpu_time_millis: 49.032, usercpu_time_millis_testing: 2.566, usercpu_time_millis_training: 46.466,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1933.8289, mean_absolute_error: 0.0022, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.005, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0087, root_relative_squared_error: 0.0184, scimark_benchmark: 1299.0864, usercpu_time_millis: 152.024, usercpu_time_millis_testing: 3.011, usercpu_time_millis_training: 149.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1937.5512, 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: 0.004, root_relative_squared_error: 0.0084, scimark_benchmark: 1319.4678, usercpu_time_millis: 88.979, usercpu_time_millis_testing: 2.138, usercpu_time_millis_training: 86.841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1904.2582, 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: 1315.3772, usercpu_time_millis: 84.645, usercpu_time_millis_testing: 2.37, usercpu_time_millis_training: 82.275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1878.3228, mean_absolute_error: 0.0193, 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: 0.0427, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0491, root_relative_squared_error: 0.1031, scimark_benchmark: 1294.6019, usercpu_time_millis: 1.906, usercpu_time_millis_testing: 0.102, usercpu_time_millis_training: 1.804,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, f_measure: 0.8921, kappa: 0.7569, kb_relative_information_score: 785.7274, mean_absolute_error: 0.2965, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9027, predictive_accuracy: 0.8959, prior_entropy: 0.9313, recall: 0.8959, relative_absolute_error: 0.6544, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3363, root_relative_squared_error: 0.7066, scimark_benchmark: 1313.9047, usercpu_time_millis: 27.483, usercpu_time_millis_testing: 2.348, usercpu_time_millis_training: 25.135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1939.3769, 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: 0.001, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0023, root_relative_squared_error: 0.0049, scimark_benchmark: 1313.6588, usercpu_time_millis: 70.668, usercpu_time_millis_testing: 1.951, usercpu_time_millis_training: 68.717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1888.701, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0366, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0343, root_relative_squared_error: 0.0721, scimark_benchmark: 1293.2782, usercpu_time_millis: 32.406, usercpu_time_millis_testing: 1.131, usercpu_time_millis_training: 31.275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1913.3831, 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: 0.0217, root_relative_squared_error: 0.0456, scimark_benchmark: 1314.3595, usercpu_time_millis: 87.833, usercpu_time_millis_testing: 3.221, usercpu_time_millis_training: 84.612,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1864.6336, mean_absolute_error: 0.0237, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0524, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.051, root_relative_squared_error: 0.1072, scimark_benchmark: 1307.8989, usercpu_time_millis: 45.793, usercpu_time_millis_testing: 1.444, usercpu_time_millis_training: 44.349,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9907, kappa: 0.9795, kb_relative_information_score: 1457.2816, mean_absolute_error: 0.1386, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9907, predictive_accuracy: 0.9907, prior_entropy: 0.9313, recall: 0.9907, relative_absolute_error: 0.306, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1806, root_relative_squared_error: 0.3794, scimark_benchmark: 1315.8288, usercpu_time_millis: 86.577, usercpu_time_millis_testing: 5.179, usercpu_time_millis_training: 81.398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1913.4996, mean_absolute_error: 0.0087, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0192, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0256, root_relative_squared_error: 0.0537, scimark_benchmark: 1314.3211, usercpu_time_millis: 64.35, usercpu_time_millis_testing: 1.593, usercpu_time_millis_training: 62.757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1822.1225, 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: 0.0675, root_relative_squared_error: 0.1418, scimark_benchmark: 1281.2029, usercpu_time_millis: 84.658, usercpu_time_millis_testing: 3.002, usercpu_time_millis_training: 81.656,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1925.5985, mean_absolute_error: 0.0049, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0109, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0139, root_relative_squared_error: 0.0292, scimark_benchmark: 1311.4399, usercpu_time_millis: 100.323, usercpu_time_millis_testing: 2.971, usercpu_time_millis_training: 97.352,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9969, kappa: 0.9932, kb_relative_information_score: 1719.9843, mean_absolute_error: 0.0664, 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: 0.1465, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1028, root_relative_squared_error: 0.216, scimark_benchmark: 1318.4421, usercpu_time_millis: 36.858, usercpu_time_millis_testing: 1.357, usercpu_time_millis_training: 35.501,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.982, f_measure: 0.8755, kappa: 0.7187, kb_relative_information_score: 760.1207, mean_absolute_error: 0.303, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8965, predictive_accuracy: 0.882, prior_entropy: 0.9313, recall: 0.882, relative_absolute_error: 0.6687, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3406, root_relative_squared_error: 0.7156, scimark_benchmark: 1297.2453, usercpu_time_millis: 18.929, usercpu_time_millis_testing: 1.888, usercpu_time_millis_training: 17.041,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1936.884, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0027, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0073, root_relative_squared_error: 0.0153, scimark_benchmark: 1296.7985, usercpu_time_millis: 129.387, usercpu_time_millis_testing: 2.604, usercpu_time_millis_training: 126.783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.999, kappa: 0.9977, kb_relative_information_score: 1795.9779, mean_absolute_error: 0.0443, 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: 0.0978, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0769, root_relative_squared_error: 0.1616, scimark_benchmark: 1314.2432, usercpu_time_millis: 125.827, usercpu_time_millis_testing: 5.208, usercpu_time_millis_training: 120.619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1935.6887, 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: 0.0059, root_relative_squared_error: 0.0124, scimark_benchmark: 1309.5951, usercpu_time_millis: 16.193, usercpu_time_millis_testing: 0.469, usercpu_time_millis_training: 15.724,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1865.6125, mean_absolute_error: 0.0235, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0518, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.05, root_relative_squared_error: 0.105, scimark_benchmark: 1296.6783, usercpu_time_millis: 116.241, usercpu_time_millis_testing: 3.555, usercpu_time_millis_training: 112.686,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1845.869, mean_absolute_error: 0.0295, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0651, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0585, root_relative_squared_error: 0.1229, scimark_benchmark: 1322.384, usercpu_time_millis: 96.504, usercpu_time_millis_testing: 3.504, usercpu_time_millis_training: 93,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9985, kappa: 0.9966, kb_relative_information_score: 1768.0568, mean_absolute_error: 0.0528, 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: 0.1165, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0849, root_relative_squared_error: 0.1784, scimark_benchmark: 1318.0584, usercpu_time_millis: 21.176, usercpu_time_millis_testing: 0.998, usercpu_time_millis_training: 20.178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9731, kappa: 0.9402, kb_relative_information_score: 1178.7884, mean_absolute_error: 0.2081, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9735, predictive_accuracy: 0.9732, prior_entropy: 0.9313, recall: 0.9732, relative_absolute_error: 0.4592, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.251, root_relative_squared_error: 0.5273, scimark_benchmark: 1290.0461, usercpu_time_millis: 16.908, usercpu_time_millis_testing: 1.438, usercpu_time_millis_training: 15.47,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1807.3414, mean_absolute_error: 0.0411, 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: 0.0906, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0723, root_relative_squared_error: 0.1519, scimark_benchmark: 1296.5372, usercpu_time_millis: 43.494, usercpu_time_millis_testing: 1.711, usercpu_time_millis_training: 41.783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1931.7476, 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: 0.0065, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0102, root_relative_squared_error: 0.0214, scimark_benchmark: 1317.0743, usercpu_time_millis: 45.302, usercpu_time_millis_testing: 1.153, usercpu_time_millis_training: 44.149,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9985, kappa: 0.9966, kb_relative_information_score: 1702.4073, mean_absolute_error: 0.0717, 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: 0.1582, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1074, root_relative_squared_error: 0.2257, scimark_benchmark: 1294.4262, usercpu_time_millis: 66.531, usercpu_time_millis_testing: 3.106, usercpu_time_millis_training: 63.425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1827.5738, 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: 0.0661, root_relative_squared_error: 0.1389, scimark_benchmark: 1310.6648, usercpu_time_millis: 19.825, usercpu_time_millis_testing: 0.633, usercpu_time_millis_training: 19.192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.8933, kappa: 0.7592, kb_relative_information_score: 807.1797, mean_absolute_error: 0.293, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9095, predictive_accuracy: 0.898, prior_entropy: 0.9313, recall: 0.898, relative_absolute_error: 0.6468, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3311, root_relative_squared_error: 0.6956, scimark_benchmark: 1296.3837, usercpu_time_millis: 78.599, usercpu_time_millis_testing: 6.154, usercpu_time_millis_training: 72.445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9974, kappa: 0.9943, kb_relative_information_score: 1727.1656, mean_absolute_error: 0.0644, 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: 0.1421, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1, root_relative_squared_error: 0.2101, scimark_benchmark: 1321.2541, usercpu_time_millis: 72.037, usercpu_time_millis_testing: 3.318, usercpu_time_millis_training: 68.719,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1794.7154, mean_absolute_error: 0.0448, 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: 0.0988, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.077, root_relative_squared_error: 0.1619, scimark_benchmark: 1313.4625, usercpu_time_millis: 126.253, usercpu_time_millis_testing: 4.705, usercpu_time_millis_training: 121.548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9772, kappa: 0.9495, kb_relative_information_score: 1181.5398, mean_absolute_error: 0.2073, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9776, predictive_accuracy: 0.9773, prior_entropy: 0.9313, recall: 0.9773, relative_absolute_error: 0.4576, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2504, root_relative_squared_error: 0.5261, scimark_benchmark: 1324.9936, usercpu_time_millis: 103.692, usercpu_time_millis_testing: 7.169, usercpu_time_millis_training: 96.523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1846.6607, mean_absolute_error: 0.0293, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0647, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.057, root_relative_squared_error: 0.1198, scimark_benchmark: 1320.732, usercpu_time_millis: 94.24, usercpu_time_millis_testing: 3.274, usercpu_time_millis_training: 90.966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9918, kappa: 0.9818, kb_relative_information_score: 1504.8853, mean_absolute_error: 0.1263, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9918, predictive_accuracy: 0.9918, prior_entropy: 0.9313, recall: 0.9918, relative_absolute_error: 0.2787, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1658, root_relative_squared_error: 0.3485, scimark_benchmark: 1292.4117, usercpu_time_millis: 53.403, usercpu_time_millis_testing: 3.018, usercpu_time_millis_training: 50.385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9959, kappa: 0.9909, kb_relative_information_score: 1628.3105, mean_absolute_error: 0.0926, 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: 0.2043, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1307, root_relative_squared_error: 0.2746, scimark_benchmark: 1299.9603, usercpu_time_millis: 14.947, usercpu_time_millis_testing: 0.898, usercpu_time_millis_training: 14.049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1919.2472, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0153, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0196, root_relative_squared_error: 0.0412, scimark_benchmark: 1317.6433, usercpu_time_millis: 10.711, usercpu_time_millis_testing: 0.432, usercpu_time_millis_training: 10.279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9969, kappa: 0.9932, kb_relative_information_score: 1631.3899, mean_absolute_error: 0.0917, 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: 0.2023, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1293, root_relative_squared_error: 0.2717, scimark_benchmark: 1305.6432, usercpu_time_millis: 62.061, usercpu_time_millis_testing: 3.448, usercpu_time_millis_training: 58.613,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1790.2958, mean_absolute_error: 0.046, 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: 0.1015, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0791, root_relative_squared_error: 0.1663, scimark_benchmark: 1293.4173, usercpu_time_millis: 23.552, usercpu_time_millis_testing: 1.248, usercpu_time_millis_training: 22.304,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1804.0233, mean_absolute_error: 0.0419, 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: 0.0924, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0745, root_relative_squared_error: 0.1565, scimark_benchmark: 1298.6195, usercpu_time_millis: 33.736, usercpu_time_millis_testing: 1.477, usercpu_time_millis_training: 32.259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.6982, 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, scimark_benchmark: 1318.7289, usercpu_time_millis: 94.969, usercpu_time_millis_testing: 1.856, usercpu_time_millis_training: 93.113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.983, f_measure: 0.906, kappa: 0.7888, kb_relative_information_score: 834.1674, mean_absolute_error: 0.2862, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9138, predictive_accuracy: 0.9088, prior_entropy: 0.9313, recall: 0.9088, relative_absolute_error: 0.6318, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3265, root_relative_squared_error: 0.686, scimark_benchmark: 1319.0561, usercpu_time_millis: 35.173, usercpu_time_millis_testing: 3.073, usercpu_time_millis_training: 32.1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9736, kappa: 0.9417, kb_relative_information_score: 1250.0617, mean_absolute_error: 0.1918, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9737, predictive_accuracy: 0.9737, prior_entropy: 0.9313, recall: 0.9737, relative_absolute_error: 0.4234, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2334, root_relative_squared_error: 0.4904, scimark_benchmark: 1320.9127, usercpu_time_millis: 21.266, usercpu_time_millis_testing: 1.432, usercpu_time_millis_training: 19.834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1828.5795, mean_absolute_error: 0.0347, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0766, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0648, root_relative_squared_error: 0.1362, scimark_benchmark: 1303.7156, usercpu_time_millis: 85.082, usercpu_time_millis_testing: 2.878, usercpu_time_millis_training: 82.204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9933, kappa: 0.9852, kb_relative_information_score: 1573.7031, mean_absolute_error: 0.1077, 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: 0.2378, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1466, root_relative_squared_error: 0.308, scimark_benchmark: 1311.3389, usercpu_time_millis: 38.144, usercpu_time_millis_testing: 1.886, usercpu_time_millis_training: 36.258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1861.4468, mean_absolute_error: 0.025, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0551, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0487, root_relative_squared_error: 0.1023, scimark_benchmark: 1294.9637, usercpu_time_millis: 92.946, usercpu_time_millis_testing: 3.556, usercpu_time_millis_training: 89.39,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1917.1039, mean_absolute_error: 0.0075, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0167, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0233, root_relative_squared_error: 0.049, scimark_benchmark: 1298.3093, usercpu_time_millis: 44.381, usercpu_time_millis_testing: 0.909, usercpu_time_millis_training: 43.472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1876.1992, 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: 0.045, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.043, root_relative_squared_error: 0.0903, scimark_benchmark: 1319.1636, usercpu_time_millis: 100.597, usercpu_time_millis_testing: 3.615, usercpu_time_millis_training: 96.982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1919.4324, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0151, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.02, root_relative_squared_error: 0.042, scimark_benchmark: 1295.6317, usercpu_time_millis: 109.155, usercpu_time_millis_testing: 2.76, usercpu_time_millis_training: 106.395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.675, 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: 0.0002, root_relative_squared_error: 0.0004, scimark_benchmark: 1311.3427, usercpu_time_millis: 53.47, usercpu_time_millis_testing: 1.055, usercpu_time_millis_training: 52.415,

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