OpenML
Supervised Classification on steel-plates-fault

Supervised Classification on steel-plates-fault

Task 9967 Supervised Classification steel-plates-fault 142878 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: 0.9979, f_measure: 0.9815, kappa: 0.9593, kb_relative_information_score: 0.9321, mean_absolute_error: 0.0345, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9815, number_of_instances: 1941, precision: 0.9817, predictive_accuracy: 0.9815, prior_entropy: 0.9311, relative_absolute_error: 0.0761, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1121, root_relative_squared_error: 0.2355, unweighted_recall: 0.9823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9625, f_measure: 0.9042, kappa: 0.7888, kb_relative_information_score: 0.6954, mean_absolute_error: 0.1441, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9042, number_of_instances: 1941, precision: 0.9043, predictive_accuracy: 0.9042, prior_entropy: 0.9311, relative_absolute_error: 0.318, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2671, root_relative_squared_error: 0.5612, unweighted_recall: 0.8949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9621, f_measure: 0.9071, kappa: 0.7958, kb_relative_information_score: 0.6798, mean_absolute_error: 0.153, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9067, number_of_instances: 1941, precision: 0.9077, predictive_accuracy: 0.9067, prior_entropy: 0.9311, relative_absolute_error: 0.3377, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2674, root_relative_squared_error: 0.5618, unweighted_recall: 0.9011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.982, kappa: 0.9604, kb_relative_information_score: 0.925, mean_absolute_error: 0.0379, mean_prior_absolute_error: 0.4531, weighted_recall: 0.982, number_of_instances: 1941, precision: 0.9821, predictive_accuracy: 0.982, prior_entropy: 0.9311, relative_absolute_error: 0.0836, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.122, root_relative_squared_error: 0.2563, unweighted_recall: 0.9824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9825, kappa: 0.9614, kb_relative_information_score: 0.9413, mean_absolute_error: 0.0285, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9825, number_of_instances: 1941, precision: 0.9826, predictive_accuracy: 0.9825, prior_entropy: 0.9311, relative_absolute_error: 0.0629, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1212, root_relative_squared_error: 0.2546, unweighted_recall: 0.9821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9739, f_measure: 0.9188, kappa: 0.8211, kb_relative_information_score: 0.731, mean_absolute_error: 0.1291, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9186, number_of_instances: 1941, precision: 0.919, predictive_accuracy: 0.9186, prior_entropy: 0.9311, relative_absolute_error: 0.2849, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2436, root_relative_squared_error: 0.5119, unweighted_recall: 0.9122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9553, f_measure: 0.886, kappa: 0.7493, kb_relative_information_score: 0.6342, mean_absolute_error: 0.1744, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8856, number_of_instances: 1941, precision: 0.8866, predictive_accuracy: 0.8856, prior_entropy: 0.9311, relative_absolute_error: 0.3849, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.283, root_relative_squared_error: 0.5946, unweighted_recall: 0.8772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9856, kappa: 0.9682, kb_relative_information_score: 0.9584, mean_absolute_error: 0.0192, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9856, number_of_instances: 1941, precision: 0.9856, predictive_accuracy: 0.9856, prior_entropy: 0.9311, relative_absolute_error: 0.0424, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1127, root_relative_squared_error: 0.2368, unweighted_recall: 0.9844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1, mean_absolute_error: 0, mean_prior_absolute_error: 0.4531, weighted_recall: 1, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9311, relative_absolute_error: 0, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0, root_relative_squared_error: 0, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.984, kappa: 0.9648, kb_relative_information_score: 0.9552, mean_absolute_error: 0.0211, mean_prior_absolute_error: 0.4531, weighted_recall: 0.984, number_of_instances: 1941, precision: 0.9841, predictive_accuracy: 0.984, prior_entropy: 0.9311, relative_absolute_error: 0.0466, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1106, root_relative_squared_error: 0.2324, unweighted_recall: 0.9836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.981, kappa: 0.9581, kb_relative_information_score: 0.9269, mean_absolute_error: 0.0375, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9809, number_of_instances: 1941, precision: 0.9811, predictive_accuracy: 0.9809, prior_entropy: 0.9311, relative_absolute_error: 0.0827, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1159, root_relative_squared_error: 0.2435, unweighted_recall: 0.9812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9789, kappa: 0.9534, kb_relative_information_score: 0.932, mean_absolute_error: 0.0327, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9789, number_of_instances: 1941, precision: 0.9789, predictive_accuracy: 0.9789, prior_entropy: 0.9311, relative_absolute_error: 0.0722, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1264, root_relative_squared_error: 0.2657, unweighted_recall: 0.9765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9542, f_measure: 0.8941, kappa: 0.7658, kb_relative_information_score: 0.6903, mean_absolute_error: 0.1439, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8944, number_of_instances: 1941, precision: 0.894, predictive_accuracy: 0.8944, prior_entropy: 0.9311, relative_absolute_error: 0.3175, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2821, root_relative_squared_error: 0.5928, unweighted_recall: 0.8812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9732, f_measure: 0.9198, kappa: 0.8246, kb_relative_information_score: 0.6683, mean_absolute_error: 0.1624, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9191, number_of_instances: 1941, precision: 0.9217, predictive_accuracy: 0.9191, prior_entropy: 0.9311, relative_absolute_error: 0.3584, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2525, root_relative_squared_error: 0.5304, unweighted_recall: 0.9196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9658, f_measure: 0.9074, kappa: 0.7957, kb_relative_information_score: 0.6896, mean_absolute_error: 0.1481, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9073, number_of_instances: 1941, precision: 0.9075, predictive_accuracy: 0.9073, prior_entropy: 0.9311, relative_absolute_error: 0.3268, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2628, root_relative_squared_error: 0.5521, unweighted_recall: 0.8987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.982, kappa: 0.9602, kb_relative_information_score: 0.9411, mean_absolute_error: 0.0289, mean_prior_absolute_error: 0.4531, weighted_recall: 0.982, number_of_instances: 1941, precision: 0.982, predictive_accuracy: 0.982, prior_entropy: 0.9311, relative_absolute_error: 0.0638, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1139, root_relative_squared_error: 0.2392, unweighted_recall: 0.9803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9856, kappa: 0.9682, kb_relative_information_score: 0.9525, mean_absolute_error: 0.0229, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9856, number_of_instances: 1941, precision: 0.9857, predictive_accuracy: 0.9856, prior_entropy: 0.9311, relative_absolute_error: 0.0505, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1134, root_relative_squared_error: 0.2382, unweighted_recall: 0.9855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9851, kappa: 0.9671, kb_relative_information_score: 0.9401, mean_absolute_error: 0.03, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9851, number_of_instances: 1941, precision: 0.9851, predictive_accuracy: 0.9851, prior_entropy: 0.9311, relative_absolute_error: 0.0661, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1119, root_relative_squared_error: 0.2351, unweighted_recall: 0.9847,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9658, kappa: 0.9253, kb_relative_information_score: 0.7367, mean_absolute_error: 0.1436, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9655, number_of_instances: 1941, precision: 0.9679, predictive_accuracy: 0.9655, prior_entropy: 0.9311, relative_absolute_error: 0.3169, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1956, root_relative_squared_error: 0.4109, unweighted_recall: 0.9718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.9618, kappa: 0.9167, kb_relative_information_score: 0.7433, mean_absolute_error: 0.1374, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9614, number_of_instances: 1941, precision: 0.9647, predictive_accuracy: 0.9614, prior_entropy: 0.9311, relative_absolute_error: 0.3033, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1959, root_relative_squared_error: 0.4117, unweighted_recall: 0.9694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9767, f_measure: 0.921, kappa: 0.8263, kb_relative_information_score: 0.7674, mean_absolute_error: 0.109, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9207, number_of_instances: 1941, precision: 0.9216, predictive_accuracy: 0.9207, prior_entropy: 0.9311, relative_absolute_error: 0.2406, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2377, root_relative_squared_error: 0.4995, unweighted_recall: 0.9166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1, mean_absolute_error: 0, mean_prior_absolute_error: 0.4531, weighted_recall: 1, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9311, relative_absolute_error: 0, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0, root_relative_squared_error: 0, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9872, kappa: 0.9717, kb_relative_information_score: 0.9593, mean_absolute_error: 0.0191, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9871, number_of_instances: 1941, precision: 0.9874, predictive_accuracy: 0.9871, prior_entropy: 0.9311, relative_absolute_error: 0.0422, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.109, root_relative_squared_error: 0.2291, unweighted_recall: 0.9887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1, mean_absolute_error: 0, mean_prior_absolute_error: 0.4531, weighted_recall: 1, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9311, relative_absolute_error: 0, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0, root_relative_squared_error: 0, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9481, f_measure: 0.8824, kappa: 0.7402, kb_relative_information_score: 0.5988, mean_absolute_error: 0.1911, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8825, number_of_instances: 1941, precision: 0.8823, predictive_accuracy: 0.8825, prior_entropy: 0.9311, relative_absolute_error: 0.4218, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2953, root_relative_squared_error: 0.6205, unweighted_recall: 0.8693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.9012, kappa: 0.7819, kb_relative_information_score: 0.7058, mean_absolute_error: 0.1373, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9011, number_of_instances: 1941, precision: 0.9012, predictive_accuracy: 0.9011, prior_entropy: 0.9311, relative_absolute_error: 0.3031, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2676, root_relative_squared_error: 0.5622, unweighted_recall: 0.8915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9861, kappa: 0.9694, kb_relative_information_score: 0.9638, mean_absolute_error: 0.0167, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9861, number_of_instances: 1941, precision: 0.9862, predictive_accuracy: 0.9861, prior_entropy: 0.9311, relative_absolute_error: 0.0368, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1073, root_relative_squared_error: 0.2255, unweighted_recall: 0.9866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9851, kappa: 0.9671, kb_relative_information_score: 0.9483, mean_absolute_error: 0.0255, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9851, number_of_instances: 1941, precision: 0.9851, predictive_accuracy: 0.9851, prior_entropy: 0.9311, relative_absolute_error: 0.0563, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1073, root_relative_squared_error: 0.2255, unweighted_recall: 0.9847,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.984, kappa: 0.9648, kb_relative_information_score: 0.9513, mean_absolute_error: 0.0227, mean_prior_absolute_error: 0.4531, weighted_recall: 0.984, number_of_instances: 1941, precision: 0.9841, predictive_accuracy: 0.984, prior_entropy: 0.9311, relative_absolute_error: 0.0502, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1162, root_relative_squared_error: 0.2441, unweighted_recall: 0.9836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9529, f_measure: 0.894, kappa: 0.7664, kb_relative_information_score: 0.6789, mean_absolute_error: 0.1502, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8939, number_of_instances: 1941, precision: 0.8942, predictive_accuracy: 0.8939, prior_entropy: 0.9311, relative_absolute_error: 0.3315, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2834, root_relative_squared_error: 0.5954, unweighted_recall: 0.8843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9687, f_measure: 0.9058, kappa: 0.7924, kb_relative_information_score: 0.7136, mean_absolute_error: 0.135, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9057, number_of_instances: 1941, precision: 0.906, predictive_accuracy: 0.9057, prior_entropy: 0.9311, relative_absolute_error: 0.2981, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.257, root_relative_squared_error: 0.54, unweighted_recall: 0.8972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9777, f_measure: 0.9271, kappa: 0.8396, kb_relative_information_score: 0.7689, mean_absolute_error: 0.1098, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9268, number_of_instances: 1941, precision: 0.9275, predictive_accuracy: 0.9268, prior_entropy: 0.9311, relative_absolute_error: 0.2423, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2315, root_relative_squared_error: 0.4864, unweighted_recall: 0.9227,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9999, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.4531, weighted_recall: 1, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9311, relative_absolute_error: 0.0002, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0001, root_relative_squared_error: 0.0002, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9548, f_measure: 0.8904, kappa: 0.7582, kb_relative_information_score: 0.7032, mean_absolute_error: 0.1358, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8903, number_of_instances: 1941, precision: 0.8905, predictive_accuracy: 0.8903, prior_entropy: 0.9311, relative_absolute_error: 0.2998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2824, root_relative_squared_error: 0.5933, unweighted_recall: 0.8798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9782, f_measure: 0.9226, kappa: 0.8299, kb_relative_information_score: 0.7474, mean_absolute_error: 0.1202, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9222, number_of_instances: 1941, precision: 0.9233, predictive_accuracy: 0.9222, prior_entropy: 0.9311, relative_absolute_error: 0.2653, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2355, root_relative_squared_error: 0.4949, unweighted_recall: 0.9188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9606, f_measure: 0.9, kappa: 0.7805, kb_relative_information_score: 0.6679, mean_absolute_error: 0.1575, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8995, number_of_instances: 1941, precision: 0.9009, predictive_accuracy: 0.8995, prior_entropy: 0.9311, relative_absolute_error: 0.3476, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.273, root_relative_squared_error: 0.5736, unweighted_recall: 0.8942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9558, f_measure: 0.8927, kappa: 0.764, kb_relative_information_score: 0.6381, mean_absolute_error: 0.1719, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8923, number_of_instances: 1941, precision: 0.8933, predictive_accuracy: 0.8923, prior_entropy: 0.9311, relative_absolute_error: 0.3795, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2825, root_relative_squared_error: 0.5936, unweighted_recall: 0.8848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9657, f_measure: 0.9085, kappa: 0.7986, kb_relative_information_score: 0.7372, mean_absolute_error: 0.1213, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9083, number_of_instances: 1941, precision: 0.9088, predictive_accuracy: 0.9083, prior_entropy: 0.9311, relative_absolute_error: 0.2678, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2644, root_relative_squared_error: 0.5556, unweighted_recall: 0.9012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9835, kappa: 0.9637, kb_relative_information_score: 0.9535, mean_absolute_error: 0.0214, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9835, number_of_instances: 1941, precision: 0.9836, predictive_accuracy: 0.9835, prior_entropy: 0.9311, relative_absolute_error: 0.0473, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1138, root_relative_squared_error: 0.239, unweighted_recall: 0.9835,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.983, kappa: 0.9626, kb_relative_information_score: 0.9478, mean_absolute_error: 0.0252, mean_prior_absolute_error: 0.4531, weighted_recall: 0.983, number_of_instances: 1941, precision: 0.9831, predictive_accuracy: 0.983, prior_entropy: 0.9311, relative_absolute_error: 0.0557, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1128, root_relative_squared_error: 0.2369, unweighted_recall: 0.9825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9846, kappa: 0.966, kb_relative_information_score: 0.9564, mean_absolute_error: 0.0206, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9845, number_of_instances: 1941, precision: 0.9846, predictive_accuracy: 0.9845, prior_entropy: 0.9311, relative_absolute_error: 0.0454, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1113, root_relative_squared_error: 0.2339, unweighted_recall: 0.984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.976, f_measure: 0.9163, kappa: 0.816, kb_relative_information_score: 0.7402, mean_absolute_error: 0.1236, mean_prior_absolute_error: 0.4531, weighted_recall: 0.916, number_of_instances: 1941, precision: 0.9168, predictive_accuracy: 0.916, prior_entropy: 0.9311, relative_absolute_error: 0.2727, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.239, root_relative_squared_error: 0.5023, unweighted_recall: 0.911,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, f_measure: 0.9374, kappa: 0.8623, kb_relative_information_score: 0.792, mean_absolute_error: 0.0999, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9371, number_of_instances: 1941, precision: 0.9379, predictive_accuracy: 0.9371, prior_entropy: 0.9311, relative_absolute_error: 0.2204, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2124, root_relative_squared_error: 0.4463, unweighted_recall: 0.9345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1, mean_absolute_error: 0, mean_prior_absolute_error: 0.4531, weighted_recall: 1, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9311, relative_absolute_error: 0, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0, root_relative_squared_error: 0, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9556, f_measure: 0.898, kappa: 0.7748, kb_relative_information_score: 0.6618, mean_absolute_error: 0.1591, mean_prior_absolute_error: 0.4531, weighted_recall: 0.898, number_of_instances: 1941, precision: 0.898, predictive_accuracy: 0.898, prior_entropy: 0.9311, relative_absolute_error: 0.3512, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2815, root_relative_squared_error: 0.5914, unweighted_recall: 0.8874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9616, f_measure: 0.9043, kappa: 0.7881, kb_relative_information_score: 0.7011, mean_absolute_error: 0.1417, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9047, number_of_instances: 1941, precision: 0.9042, predictive_accuracy: 0.9047, prior_entropy: 0.9311, relative_absolute_error: 0.3127, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2674, root_relative_squared_error: 0.5618, unweighted_recall: 0.8911,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9616, f_measure: 0.897, kappa: 0.7729, kb_relative_information_score: 0.6826, mean_absolute_error: 0.1499, mean_prior_absolute_error: 0.4531, weighted_recall: 0.897, number_of_instances: 1941, precision: 0.8971, predictive_accuracy: 0.897, prior_entropy: 0.9311, relative_absolute_error: 0.3309, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2708, root_relative_squared_error: 0.569, unweighted_recall: 0.887,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9615, f_measure: 0.8968, kappa: 0.7729, kb_relative_information_score: 0.6961, mean_absolute_error: 0.1429, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8964, number_of_instances: 1941, precision: 0.8973, predictive_accuracy: 0.8964, prior_entropy: 0.9311, relative_absolute_error: 0.3154, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2696, root_relative_squared_error: 0.5665, unweighted_recall: 0.889,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9786, f_measure: 0.9263, kappa: 0.8371, kb_relative_information_score: 0.7949, mean_absolute_error: 0.0947, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9263, number_of_instances: 1941, precision: 0.9262, predictive_accuracy: 0.9263, prior_entropy: 0.9311, relative_absolute_error: 0.2091, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2315, root_relative_squared_error: 0.4864, unweighted_recall: 0.9178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9923, kappa: 0.983, kb_relative_information_score: 0.9727, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9923, number_of_instances: 1941, precision: 0.9923, predictive_accuracy: 0.9923, prior_entropy: 0.9311, relative_absolute_error: 0.0297, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0821, root_relative_squared_error: 0.1725, unweighted_recall: 0.9927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9616, f_measure: 0.8961, kappa: 0.7711, kb_relative_information_score: 0.6956, mean_absolute_error: 0.1421, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8959, number_of_instances: 1941, precision: 0.8963, predictive_accuracy: 0.8959, prior_entropy: 0.9311, relative_absolute_error: 0.3137, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2708, root_relative_squared_error: 0.5691, unweighted_recall: 0.8869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1, mean_absolute_error: 0, mean_prior_absolute_error: 0.4531, weighted_recall: 1, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9311, relative_absolute_error: 0, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0, root_relative_squared_error: 0, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9513, kappa: 0.893, kb_relative_information_score: 0.8157, mean_absolute_error: 0.0913, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9511, number_of_instances: 1941, precision: 0.952, predictive_accuracy: 0.9511, prior_entropy: 0.9311, relative_absolute_error: 0.2014, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1888, root_relative_squared_error: 0.3967, unweighted_recall: 0.951,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.981, kappa: 0.9581, kb_relative_information_score: 0.9064, mean_absolute_error: 0.049, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9809, number_of_instances: 1941, precision: 0.9811, predictive_accuracy: 0.9809, prior_entropy: 0.9311, relative_absolute_error: 0.1082, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1266, root_relative_squared_error: 0.2659, unweighted_recall: 0.9812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9808, mean_absolute_error: 0.0123, mean_prior_absolute_error: 0.4531, weighted_recall: 1, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9311, relative_absolute_error: 0.0272, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0134, root_relative_squared_error: 0.0281, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.964, f_measure: 0.9062, kappa: 0.7942, kb_relative_information_score: 0.6671, mean_absolute_error: 0.1602, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9057, number_of_instances: 1941, precision: 0.9073, predictive_accuracy: 0.9057, prior_entropy: 0.9311, relative_absolute_error: 0.3537, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2668, root_relative_squared_error: 0.5606, unweighted_recall: 0.9017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9651, f_measure: 0.8962, kappa: 0.7715, kb_relative_information_score: 0.6938, mean_absolute_error: 0.1446, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8959, number_of_instances: 1941, precision: 0.8966, predictive_accuracy: 0.8959, prior_entropy: 0.9311, relative_absolute_error: 0.3192, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2641, root_relative_squared_error: 0.555, unweighted_recall: 0.8879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9551, f_measure: 0.8962, kappa: 0.7714, kb_relative_information_score: 0.6773, mean_absolute_error: 0.1516, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8959, number_of_instances: 1941, precision: 0.8965, predictive_accuracy: 0.8959, prior_entropy: 0.9311, relative_absolute_error: 0.3347, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2792, root_relative_squared_error: 0.5866, unweighted_recall: 0.8876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.982, kappa: 0.9603, kb_relative_information_score: 0.923, mean_absolute_error: 0.0396, mean_prior_absolute_error: 0.4531, weighted_recall: 0.982, number_of_instances: 1941, precision: 0.982, predictive_accuracy: 0.982, prior_entropy: 0.9311, relative_absolute_error: 0.0874, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1228, root_relative_squared_error: 0.2579, unweighted_recall: 0.981,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1, mean_absolute_error: 0, mean_prior_absolute_error: 0.4531, weighted_recall: 1, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9311, relative_absolute_error: 0, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0, root_relative_squared_error: 0, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1, mean_absolute_error: 0, mean_prior_absolute_error: 0.4531, weighted_recall: 1, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9311, relative_absolute_error: 0, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0, root_relative_squared_error: 0, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9493, f_measure: 0.8842, kappa: 0.7447, kb_relative_information_score: 0.5642, mean_absolute_error: 0.2101, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8841, number_of_instances: 1941, precision: 0.8844, predictive_accuracy: 0.8841, prior_entropy: 0.9311, relative_absolute_error: 0.4638, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2983, root_relative_squared_error: 0.6267, unweighted_recall: 0.8733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1, mean_absolute_error: 0, mean_prior_absolute_error: 0.4531, weighted_recall: 1, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9311, relative_absolute_error: 0, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0, root_relative_squared_error: 0, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9518, f_measure: 0.8929, kappa: 0.7639, kb_relative_information_score: 0.604, mean_absolute_error: 0.1912, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8928, number_of_instances: 1941, precision: 0.8931, predictive_accuracy: 0.8928, prior_entropy: 0.9311, relative_absolute_error: 0.422, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2891, root_relative_squared_error: 0.6075, unweighted_recall: 0.8828,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9995, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.4531, weighted_recall: 1, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9311, relative_absolute_error: 0.0007, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0003, root_relative_squared_error: 0.0007, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.948, f_measure: 0.8803, kappa: 0.7352, kb_relative_information_score: 0.67, mean_absolute_error: 0.1521, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8805, number_of_instances: 1941, precision: 0.8801, predictive_accuracy: 0.8805, prior_entropy: 0.9311, relative_absolute_error: 0.3357, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2967, root_relative_squared_error: 0.6233, unweighted_recall: 0.8663,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9791, f_measure: 0.9215, kappa: 0.8273, kb_relative_information_score: 0.7884, mean_absolute_error: 0.0974, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9212, number_of_instances: 1941, precision: 0.922, predictive_accuracy: 0.9212, prior_entropy: 0.9311, relative_absolute_error: 0.215, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.232, root_relative_squared_error: 0.4875, unweighted_recall: 0.9167,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9615, f_measure: 0.8965, kappa: 0.7716, kb_relative_information_score: 0.676, mean_absolute_error: 0.1526, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8964, number_of_instances: 1941, precision: 0.8966, predictive_accuracy: 0.8964, prior_entropy: 0.9311, relative_absolute_error: 0.3368, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2729, root_relative_squared_error: 0.5735, unweighted_recall: 0.8862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9479, f_measure: 0.8788, kappa: 0.7335, kb_relative_information_score: 0.5208, mean_absolute_error: 0.2315, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8784, number_of_instances: 1941, precision: 0.8794, predictive_accuracy: 0.8784, prior_entropy: 0.9311, relative_absolute_error: 0.511, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.308, root_relative_squared_error: 0.6472, unweighted_recall: 0.8693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9615, f_measure: 0.9028, kappa: 0.7857, kb_relative_information_score: 0.663, mean_absolute_error: 0.1605, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9026, number_of_instances: 1941, precision: 0.903, predictive_accuracy: 0.9026, prior_entropy: 0.9311, relative_absolute_error: 0.3542, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2725, root_relative_squared_error: 0.5725, unweighted_recall: 0.8941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9846, kappa: 0.966, kb_relative_information_score: 0.9579, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9845, number_of_instances: 1941, precision: 0.9846, predictive_accuracy: 0.9845, prior_entropy: 0.9311, relative_absolute_error: 0.042, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.115, root_relative_squared_error: 0.2417, unweighted_recall: 0.9843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1, mean_absolute_error: 0, mean_prior_absolute_error: 0.4531, weighted_recall: 1, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9311, relative_absolute_error: 0, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0, root_relative_squared_error: 0, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9882, kappa: 0.974, kb_relative_information_score: 0.9438, mean_absolute_error: 0.0294, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9882, number_of_instances: 1941, precision: 0.9883, predictive_accuracy: 0.9882, prior_entropy: 0.9311, relative_absolute_error: 0.0648, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0982, root_relative_squared_error: 0.2063, unweighted_recall: 0.9892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.6339, mean_absolute_error: 0.2051, mean_prior_absolute_error: 0.4531, weighted_recall: 1, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9311, relative_absolute_error: 0.4527, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2228, root_relative_squared_error: 0.4681, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9645, f_measure: 0.9003, kappa: 0.7804, kb_relative_information_score: 0.6759, mean_absolute_error: 0.154, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9001, number_of_instances: 1941, precision: 0.9006, predictive_accuracy: 0.9001, prior_entropy: 0.9311, relative_absolute_error: 0.3398, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2676, root_relative_squared_error: 0.5623, unweighted_recall: 0.8921,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9614, f_measure: 0.8951, kappa: 0.7688, kb_relative_information_score: 0.6524, mean_absolute_error: 0.1664, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8949, number_of_instances: 1941, precision: 0.8953, predictive_accuracy: 0.8949, prior_entropy: 0.9311, relative_absolute_error: 0.3672, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2736, root_relative_squared_error: 0.5749, unweighted_recall: 0.8857,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.981, kappa: 0.9582, kb_relative_information_score: 0.9436, mean_absolute_error: 0.0266, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9809, number_of_instances: 1941, precision: 0.9812, predictive_accuracy: 0.9809, prior_entropy: 0.9311, relative_absolute_error: 0.0588, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1217, root_relative_squared_error: 0.2557, unweighted_recall: 0.9819,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9503, f_measure: 0.8819, kappa: 0.7391, kb_relative_information_score: 0.6738, mean_absolute_error: 0.1501, mean_prior_absolute_error: 0.4531, weighted_recall: 0.882, number_of_instances: 1941, precision: 0.8818, predictive_accuracy: 0.882, prior_entropy: 0.9311, relative_absolute_error: 0.3314, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2914, root_relative_squared_error: 0.6122, unweighted_recall: 0.8689,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.9022, kappa: 0.7842, kb_relative_information_score: 0.6638, mean_absolute_error: 0.1606, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9021, number_of_instances: 1941, precision: 0.9023, predictive_accuracy: 0.9021, prior_entropy: 0.9311, relative_absolute_error: 0.3544, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2735, root_relative_squared_error: 0.5747, unweighted_recall: 0.8927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9474, f_measure: 0.8824, kappa: 0.7411, kb_relative_information_score: 0.5311, mean_absolute_error: 0.2265, mean_prior_absolute_error: 0.4531, weighted_recall: 0.882, number_of_instances: 1941, precision: 0.8828, predictive_accuracy: 0.882, prior_entropy: 0.9311, relative_absolute_error: 0.4999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.306, root_relative_squared_error: 0.643, unweighted_recall: 0.8727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9999, mean_absolute_error: 0, mean_prior_absolute_error: 0.4531, weighted_recall: 1, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9311, relative_absolute_error: 0.0001, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0, root_relative_squared_error: 0.0001, unweighted_recall: 1,

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

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Use one of our APIs to download data from OpenML and upload your results

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