Task
Supervised Classification on steel-plates-fault

Supervised Classification on steel-plates-fault

Task 145872 Supervised Classification steel-plates-fault 132228 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1766.9785, mean_absolute_error: 0.0529, 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: 0.1167, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0865, root_relative_squared_error: 0.1817, scimark_benchmark: 1225.5795, usercpu_time_millis: 39.55, usercpu_time_millis_testing: 1.707, usercpu_time_millis_training: 37.843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9876, kappa: 0.9726, kb_relative_information_score: 1359.9929, mean_absolute_error: 0.1647, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9876, predictive_accuracy: 0.9876, prior_entropy: 0.9313, recall: 0.9876, relative_absolute_error: 0.3635, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2045, root_relative_squared_error: 0.4296, scimark_benchmark: 1223.0781, usercpu_time_millis: 30.035, usercpu_time_millis_testing: 1.604, usercpu_time_millis_training: 28.431,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1668.1819, mean_absolute_error: 0.083, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.1832, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1121, root_relative_squared_error: 0.2356, scimark_benchmark: 1224.1063, usercpu_time_millis: 54.11, usercpu_time_millis_testing: 1.672, usercpu_time_millis_training: 52.438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1924.8633, mean_absolute_error: 0.0052, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0115, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0118, root_relative_squared_error: 0.0247, scimark_benchmark: 1223.686, usercpu_time_millis: 157.338, usercpu_time_millis_testing: 3.353, usercpu_time_millis_training: 153.985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5163, kb_relative_information_score: 0.0233, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1228.5943, usercpu_time_millis: 12.152, usercpu_time_millis_testing: 1.371, usercpu_time_millis_training: 10.781,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1931.2325, 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: 0.0066, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0175, root_relative_squared_error: 0.0367, scimark_benchmark: 1224.649, usercpu_time_millis: 1.859, usercpu_time_millis_testing: 0.13, usercpu_time_millis_training: 1.729,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4987, f_measure: 0.5163, kb_relative_information_score: -0.243, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1237.6043, usercpu_time_millis: 15.483, usercpu_time_millis_testing: 1.961, usercpu_time_millis_training: 13.522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1919.6399, 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: 0.0147, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0241, root_relative_squared_error: 0.0506, scimark_benchmark: 1224.4447, usercpu_time_millis: 157.739, usercpu_time_millis_testing: 3.55, usercpu_time_millis_training: 154.189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4979, f_measure: 0.5163, kb_relative_information_score: -0.0209, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1225.8357, usercpu_time_millis: 9.273, usercpu_time_millis_testing: 1.068, usercpu_time_millis_training: 8.205,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.5163, kb_relative_information_score: -0.1539, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1223.2798, usercpu_time_millis: 18.97, usercpu_time_millis_testing: 2.082, usercpu_time_millis_training: 16.888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.8762, kappa: 0.7202, kb_relative_information_score: 690.7879, mean_absolute_error: 0.3203, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8965, predictive_accuracy: 0.8825, prior_entropy: 0.9313, recall: 0.8825, relative_absolute_error: 0.707, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3523, root_relative_squared_error: 0.7403, scimark_benchmark: 1224.5046, usercpu_time_millis: 37.818, usercpu_time_millis_testing: 3.674, usercpu_time_millis_training: 34.144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.5163, kb_relative_information_score: -0.1434, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1216.8108, usercpu_time_millis: 3.527, usercpu_time_millis_testing: 0.5, usercpu_time_millis_training: 3.027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4979, f_measure: 0.5163, kb_relative_information_score: 0.0646, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1220.3482, usercpu_time_millis: 8.282, usercpu_time_millis_testing: 0.973, usercpu_time_millis_training: 7.309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1929.5957, 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: 0.0116, root_relative_squared_error: 0.0245, scimark_benchmark: 1226.8591, usercpu_time_millis: 6.356, usercpu_time_millis_testing: 0.245, usercpu_time_millis_training: 6.111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9794, kappa: 0.9544, kb_relative_information_score: 1322.5314, mean_absolute_error: 0.1737, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9794, predictive_accuracy: 0.9794, prior_entropy: 0.9313, recall: 0.9794, relative_absolute_error: 0.3834, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2149, root_relative_squared_error: 0.4514, scimark_benchmark: 1224.0859, usercpu_time_millis: 24.297, usercpu_time_millis_testing: 1.966, usercpu_time_millis_training: 22.331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9933, kappa: 0.9852, kb_relative_information_score: 1642.717, mean_absolute_error: 0.088, 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: 0.1943, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1278, root_relative_squared_error: 0.2686, scimark_benchmark: 1216.8289, usercpu_time_millis: 17.445, usercpu_time_millis_testing: 0.921, usercpu_time_millis_training: 16.524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1936.7061, 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: 0.0029, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0047, root_relative_squared_error: 0.0099, scimark_benchmark: 1221.561, usercpu_time_millis: 39.435, usercpu_time_millis_testing: 1.177, usercpu_time_millis_training: 38.258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1842.9107, mean_absolute_error: 0.0303, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0668, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0602, root_relative_squared_error: 0.1264, scimark_benchmark: 1223.8551, usercpu_time_millis: 60.282, usercpu_time_millis_testing: 2.259, usercpu_time_millis_training: 58.023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9714, kappa: 0.9375, kb_relative_information_score: 1492.9673, mean_absolute_error: 0.1264, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9734, predictive_accuracy: 0.9711, prior_entropy: 0.9313, recall: 0.9711, relative_absolute_error: 0.2791, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1736, root_relative_squared_error: 0.3648, scimark_benchmark: 1218.0471, usercpu_time_millis: 24.108, usercpu_time_millis_testing: 0.99, usercpu_time_millis_training: 23.118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1823.8414, mean_absolute_error: 0.0359, 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: 0.0793, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0665, root_relative_squared_error: 0.1397, scimark_benchmark: 1225.2208, usercpu_time_millis: 25.08, usercpu_time_millis_testing: 1.106, usercpu_time_millis_training: 23.974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9923, kappa: 0.9829, kb_relative_information_score: 1637.0536, mean_absolute_error: 0.0898, 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: 0.1981, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.129, root_relative_squared_error: 0.271, scimark_benchmark: 1213.3115, usercpu_time_millis: 29.949, usercpu_time_millis_testing: 1.899, usercpu_time_millis_training: 28.05,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1937.6685, 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: 0.0022, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0036, root_relative_squared_error: 0.0077, scimark_benchmark: 1226.6256, usercpu_time_millis: 143.432, usercpu_time_millis_testing: 3.327, usercpu_time_millis_training: 140.105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1752.6044, mean_absolute_error: 0.0569, 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: 0.1256, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0922, root_relative_squared_error: 0.1936, scimark_benchmark: 1219.5157, usercpu_time_millis: 39.637, usercpu_time_millis_testing: 2, usercpu_time_millis_training: 37.637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9918, kappa: 0.9818, kb_relative_information_score: 1453.8555, mean_absolute_error: 0.1407, 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: 0.3107, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1775, root_relative_squared_error: 0.3729, scimark_benchmark: 1219.39, usercpu_time_millis: 5.635, usercpu_time_millis_testing: 0.345, usercpu_time_millis_training: 5.29,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1939.6109, 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: 0.0028, root_relative_squared_error: 0.0058, scimark_benchmark: 1231.0496, usercpu_time_millis: 67.431, usercpu_time_millis_testing: 1.426, usercpu_time_millis_training: 66.005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1928.0361, mean_absolute_error: 0.0041, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0091, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0133, root_relative_squared_error: 0.0279, scimark_benchmark: 1217.3293, usercpu_time_millis: 73.685, usercpu_time_millis_testing: 2.177, usercpu_time_millis_training: 71.508,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.4717, 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: 0.0002, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0008, root_relative_squared_error: 0.0017, scimark_benchmark: 1226.9765, usercpu_time_millis: 100.671, usercpu_time_millis_testing: 2.435, usercpu_time_millis_training: 98.236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9768, kappa: 0.9486, kb_relative_information_score: 1181.0321, mean_absolute_error: 0.2101, 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: 0.4636, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5144, scimark_benchmark: 1230.2924, usercpu_time_millis: 22.685, usercpu_time_millis_testing: 1.451, usercpu_time_millis_training: 21.234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5006, f_measure: 0.5163, kb_relative_information_score: -0.2263, mean_absolute_error: 0.4531, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1227.2732, usercpu_time_millis: 11.389, usercpu_time_millis_testing: 1.266, usercpu_time_millis_training: 10.123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9933, kappa: 0.9852, kb_relative_information_score: 1448.3603, mean_absolute_error: 0.1426, 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: 0.3147, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1778, root_relative_squared_error: 0.3735, scimark_benchmark: 1228.5965, usercpu_time_millis: 76.491, usercpu_time_millis_testing: 3.834, usercpu_time_millis_training: 72.657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1855.9651, mean_absolute_error: 0.0267, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0589, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0511, root_relative_squared_error: 0.1074, scimark_benchmark: 1229.5869, usercpu_time_millis: 80.206, usercpu_time_millis_testing: 2.489, usercpu_time_millis_training: 77.717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.97, kappa: 0.9335, kb_relative_information_score: 965.3748, mean_absolute_error: 0.2612, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9702, predictive_accuracy: 0.9701, prior_entropy: 0.9313, recall: 0.9701, relative_absolute_error: 0.5765, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2944, root_relative_squared_error: 0.6186, scimark_benchmark: 1209.0774, usercpu_time_millis: 28.345, usercpu_time_millis_testing: 1.975, usercpu_time_millis_training: 26.37,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.498, f_measure: 0.5163, kb_relative_information_score: -0.0776, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1230.7975, usercpu_time_millis: 4.651, usercpu_time_millis_testing: 0.585, usercpu_time_millis_training: 4.066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1816.2438, mean_absolute_error: 0.0394, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.087, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0594, root_relative_squared_error: 0.1249, scimark_benchmark: 1223.6554, usercpu_time_millis: 60.421, usercpu_time_millis_testing: 2.55, usercpu_time_millis_training: 57.871,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9954, kappa: 0.9898, kb_relative_information_score: 1691.5064, mean_absolute_error: 0.0743, 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: 0.164, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1126, root_relative_squared_error: 0.2365, scimark_benchmark: 1225.801, usercpu_time_millis: 8.17, usercpu_time_millis_testing: 0.358, usercpu_time_millis_training: 7.812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.8911, kappa: 0.7542, kb_relative_information_score: 807.5612, mean_absolute_error: 0.2927, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9075, predictive_accuracy: 0.8959, prior_entropy: 0.9313, recall: 0.8959, relative_absolute_error: 0.6461, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.331, root_relative_squared_error: 0.6955, scimark_benchmark: 1210.3368, usercpu_time_millis: 31.885, usercpu_time_millis_testing: 3.049, usercpu_time_millis_training: 28.836,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.5163, kb_relative_information_score: -0.2354, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1227.4769, usercpu_time_millis: 1.536, usercpu_time_millis_testing: 0.181, usercpu_time_millis_training: 1.355,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9336, f_measure: 0.8376, kappa: 0.6644, kb_relative_information_score: 619.7103, mean_absolute_error: 0.3119, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8739, predictive_accuracy: 0.8336, prior_entropy: 0.9313, recall: 0.8336, relative_absolute_error: 0.6885, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3718, root_relative_squared_error: 0.7811, scimark_benchmark: 1223.5628, usercpu_time_millis: 13.153, usercpu_time_millis_testing: 0.648, usercpu_time_millis_training: 12.505,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, f_measure: 0.5163, kb_relative_information_score: 0.0984, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1230.015, usercpu_time_millis: 8.355, usercpu_time_millis_testing: 1.484, usercpu_time_millis_training: 6.871,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1924.2492, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0117, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0167, root_relative_squared_error: 0.0351, scimark_benchmark: 1221.0554, usercpu_time_millis: 83.852, usercpu_time_millis_testing: 1.741, usercpu_time_millis_training: 82.111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9488, kappa: 0.8858, kb_relative_information_score: 987.3267, mean_absolute_error: 0.2525, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9508, predictive_accuracy: 0.9495, prior_entropy: 0.9313, recall: 0.9495, relative_absolute_error: 0.5574, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2939, root_relative_squared_error: 0.6176, scimark_benchmark: 1230.2189, usercpu_time_millis: 70.983, usercpu_time_millis_testing: 6.464, usercpu_time_millis_training: 64.519,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1814.1538, mean_absolute_error: 0.039, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.086, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0703, root_relative_squared_error: 0.1477, scimark_benchmark: 1230.2447, usercpu_time_millis: 51.971, usercpu_time_millis_testing: 1.81, usercpu_time_millis_training: 50.161,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1910.6481, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0212, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0266, root_relative_squared_error: 0.056, scimark_benchmark: 1221.6235, usercpu_time_millis: 90.836, usercpu_time_millis_testing: 2.777, usercpu_time_millis_training: 88.059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.999, kappa: 0.9977, kb_relative_information_score: 1776.5795, mean_absolute_error: 0.0502, 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: 0.1107, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0826, root_relative_squared_error: 0.1735, scimark_benchmark: 1218.4181, usercpu_time_millis: 51.163, usercpu_time_millis_testing: 2.249, usercpu_time_millis_training: 48.914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9923, kappa: 0.9829, kb_relative_information_score: 1501.5536, mean_absolute_error: 0.1269, 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: 0.2801, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1684, root_relative_squared_error: 0.3538, scimark_benchmark: 1219.0596, usercpu_time_millis: 50.938, usercpu_time_millis_testing: 3.454, usercpu_time_millis_training: 47.484,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.498, f_measure: 0.5163, kb_relative_information_score: 0.0159, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1242.3703, usercpu_time_millis: 6.086, usercpu_time_millis_testing: 0.759, usercpu_time_millis_training: 5.327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9759, f_measure: 0.8463, kappa: 0.6523, kb_relative_information_score: 614.5621, mean_absolute_error: 0.3365, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8774, predictive_accuracy: 0.8568, prior_entropy: 0.9313, recall: 0.8568, relative_absolute_error: 0.7427, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3676, root_relative_squared_error: 0.7723, scimark_benchmark: 1229.0737, usercpu_time_millis: 14.121, usercpu_time_millis_testing: 1.225, usercpu_time_millis_training: 12.896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4983, f_measure: 0.5163, kb_relative_information_score: 0.1021, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1241.8505, usercpu_time_millis: 20.674, usercpu_time_millis_testing: 2.583, usercpu_time_millis_training: 18.091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9985, kappa: 0.9966, kb_relative_information_score: 1778.2, mean_absolute_error: 0.0495, 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: 0.1092, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0832, root_relative_squared_error: 0.1749, scimark_benchmark: 1234.2322, usercpu_time_millis: 157.099, usercpu_time_millis_testing: 6.341, usercpu_time_millis_training: 150.758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4987, f_measure: 0.5163, kb_relative_information_score: -0.1443, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1221.0813, usercpu_time_millis: 3.791, usercpu_time_millis_testing: 0.456, usercpu_time_millis_training: 3.335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9351, f_measure: 0.8456, kappa: 0.6792, kb_relative_information_score: 616.6454, mean_absolute_error: 0.3132, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8778, predictive_accuracy: 0.8418, prior_entropy: 0.9313, recall: 0.8418, relative_absolute_error: 0.6913, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3717, root_relative_squared_error: 0.7811, scimark_benchmark: 1223.2226, usercpu_time_millis: 9.946, usercpu_time_millis_testing: 0.516, usercpu_time_millis_training: 9.43,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1936.0237, mean_absolute_error: 0.0015, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0034, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0071, root_relative_squared_error: 0.0149, scimark_benchmark: 1231.0362, usercpu_time_millis: 74.043, usercpu_time_millis_testing: 1.811, usercpu_time_millis_training: 72.232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1928.4027, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0088, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0149, root_relative_squared_error: 0.0313, scimark_benchmark: 1232.1556, usercpu_time_millis: 69.776, usercpu_time_millis_testing: 1.626, usercpu_time_millis_training: 68.15,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1883.0297, mean_absolute_error: 0.0183, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0404, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0396, root_relative_squared_error: 0.0831, scimark_benchmark: 1229.2352, usercpu_time_millis: 96.756, usercpu_time_millis_testing: 3.454, usercpu_time_millis_training: 93.302,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1794.8224, mean_absolute_error: 0.0446, 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: 0.0984, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0776, root_relative_squared_error: 0.1631, scimark_benchmark: 1246.1778, usercpu_time_millis: 102.886, usercpu_time_millis_testing: 3.829, usercpu_time_millis_training: 99.057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9974, kappa: 0.9943, kb_relative_information_score: 1696.5124, mean_absolute_error: 0.0726, 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: 0.1602, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1134, root_relative_squared_error: 0.2383, scimark_benchmark: 1229.6125, usercpu_time_millis: 2.105, usercpu_time_millis_testing: 0.14, usercpu_time_millis_training: 1.965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9554, f_measure: 0.9357, kappa: 0.8617, kb_relative_information_score: 1420.7759, mean_absolute_error: 0.1338, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.945, predictive_accuracy: 0.9346, prior_entropy: 0.9313, recall: 0.9346, relative_absolute_error: 0.2954, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2402, root_relative_squared_error: 0.5048, scimark_benchmark: 1231.6015, usercpu_time_millis: 1.862, usercpu_time_millis_testing: 0.112, usercpu_time_millis_training: 1.75,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1933.2109, mean_absolute_error: 0.0024, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0053, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0118, root_relative_squared_error: 0.0247, scimark_benchmark: 1233.506, usercpu_time_millis: 66.725, usercpu_time_millis_testing: 1.683, usercpu_time_millis_training: 65.042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9876, kappa: 0.9726, kb_relative_information_score: 1376.6305, mean_absolute_error: 0.1608, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9876, predictive_accuracy: 0.9876, prior_entropy: 0.9313, recall: 0.9876, relative_absolute_error: 0.3549, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1987, root_relative_squared_error: 0.4175, scimark_benchmark: 1253.0948, usercpu_time_millis: 67.946, usercpu_time_millis_testing: 4.226, usercpu_time_millis_training: 63.72,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9948, kappa: 0.9886, kb_relative_information_score: 1649.7953, mean_absolute_error: 0.0865, 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: 0.191, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1239, root_relative_squared_error: 0.2603, scimark_benchmark: 1230.7575, usercpu_time_millis: 96.658, usercpu_time_millis_testing: 5.224, usercpu_time_millis_training: 91.434,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9771, f_measure: 0.8999, kappa: 0.7747, kb_relative_information_score: 671.8215, mean_absolute_error: 0.3224, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.909, predictive_accuracy: 0.9031, prior_entropy: 0.9313, recall: 0.9031, relative_absolute_error: 0.7116, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3563, root_relative_squared_error: 0.7486, scimark_benchmark: 1232.1465, usercpu_time_millis: 9.331, usercpu_time_millis_testing: 0.751, usercpu_time_millis_training: 8.58,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, f_measure: 0.5163, kb_relative_information_score: 0.0956, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1231.8574, usercpu_time_millis: 7.578, usercpu_time_millis_testing: 1.5, usercpu_time_millis_training: 6.078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1930.9502, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.007, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0098, root_relative_squared_error: 0.0205, scimark_benchmark: 1229.8216, usercpu_time_millis: 102.13, usercpu_time_millis_testing: 2.628, usercpu_time_millis_training: 99.502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1907.025, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0237, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0287, root_relative_squared_error: 0.0604, scimark_benchmark: 1228.1645, usercpu_time_millis: 20.886, usercpu_time_millis_testing: 0.823, usercpu_time_millis_training: 20.063,

Metric:

Timeline

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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

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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

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