OpenML
Supervised Classification on steel-plates-fault

Supervised Classification on steel-plates-fault

Task 9967 Supervised Classification steel-plates-fault 142878 runs submitted
1 likes downloaded by 1 people , 1 total downloads 0 issues
Visibility: Public
  • OpenML100 study_123 study_14 study_50 study_7
Issue #Downvotes for this reason By


Metric:

142878 Runs

Fetching data
Note: Chart is limited to the 100 best flows, and the 100 best runs for each flow.
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9587, f_measure: 0.8945, kappa: 0.7685, kb_relative_information_score: 0.6635, mean_absolute_error: 0.1596, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8939, number_of_instances: 1941, precision: 0.8956, predictive_accuracy: 0.8939, prior_entropy: 0.9311, relative_absolute_error: 0.3523, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2758, root_relative_squared_error: 0.5794, unweighted_recall: 0.8888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9836, kappa: 0.9639, kb_relative_information_score: 0.8904, mean_absolute_error: 0.0603, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9835, number_of_instances: 1941, precision: 0.984, predictive_accuracy: 0.9835, prior_entropy: 0.9311, relative_absolute_error: 0.133, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1207, root_relative_squared_error: 0.2537, unweighted_recall: 0.9863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9666, kappa: 0.9263, kb_relative_information_score: 0.9039, mean_absolute_error: 0.0457, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9665, number_of_instances: 1941, precision: 0.9667, predictive_accuracy: 0.9665, prior_entropy: 0.9311, relative_absolute_error: 0.1009, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1519, root_relative_squared_error: 0.3191, unweighted_recall: 0.9646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9846, kappa: 0.966, kb_relative_information_score: 0.9501, mean_absolute_error: 0.024, 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: 0.0531, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.111, root_relative_squared_error: 0.2332, 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: 0.9636, f_measure: 0.9039, kappa: 0.7883, kb_relative_information_score: 0.6841, mean_absolute_error: 0.1504, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9037, number_of_instances: 1941, precision: 0.9042, predictive_accuracy: 0.9037, prior_entropy: 0.9311, relative_absolute_error: 0.332, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2658, root_relative_squared_error: 0.5584, unweighted_recall: 0.8959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9639, f_measure: 0.8994, kappa: 0.7788, kb_relative_information_score: 0.6649, mean_absolute_error: 0.1601, mean_prior_absolute_error: 0.4531, weighted_recall: 0.899, number_of_instances: 1941, precision: 0.9, predictive_accuracy: 0.899, prior_entropy: 0.9311, relative_absolute_error: 0.3535, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2687, root_relative_squared_error: 0.5647, unweighted_recall: 0.8924,
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: 0.9525, f_measure: 0.89, kappa: 0.7576, kb_relative_information_score: 0.622, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8897, number_of_instances: 1941, precision: 0.8903, predictive_accuracy: 0.8897, prior_entropy: 0.9311, relative_absolute_error: 0.3976, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2872, root_relative_squared_error: 0.6036, unweighted_recall: 0.8804,
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: 0.9817, f_measure: 0.9314, kappa: 0.8485, kb_relative_information_score: 0.8, mean_absolute_error: 0.0934, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9315, number_of_instances: 1941, precision: 0.9314, predictive_accuracy: 0.9315, prior_entropy: 0.9311, relative_absolute_error: 0.2062, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2241, root_relative_squared_error: 0.4708, unweighted_recall: 0.9235,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9866, kappa: 0.9705, kb_relative_information_score: 0.9574, mean_absolute_error: 0.0203, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9866, number_of_instances: 1941, precision: 0.9867, predictive_accuracy: 0.9866, prior_entropy: 0.9311, relative_absolute_error: 0.0447, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1072, root_relative_squared_error: 0.2252, unweighted_recall: 0.9863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9907, kappa: 0.9796, kb_relative_information_score: 0.9684, mean_absolute_error: 0.0157, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9907, number_of_instances: 1941, precision: 0.9908, predictive_accuracy: 0.9907, prior_entropy: 0.9311, relative_absolute_error: 0.0346, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.085, root_relative_squared_error: 0.1786, unweighted_recall: 0.9908,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9856, kappa: 0.9683, kb_relative_information_score: 0.9542, mean_absolute_error: 0.0219, 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: 0.0484, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.106, root_relative_squared_error: 0.2227, unweighted_recall: 0.9858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9576, f_measure: 0.8977, kappa: 0.7736, kb_relative_information_score: 0.7042, mean_absolute_error: 0.1369, mean_prior_absolute_error: 0.4531, weighted_recall: 0.898, number_of_instances: 1941, precision: 0.8975, predictive_accuracy: 0.898, prior_entropy: 0.9311, relative_absolute_error: 0.3022, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2791, root_relative_squared_error: 0.5864, unweighted_recall: 0.8846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.983, kappa: 0.9626, kb_relative_information_score: 0.9462, mean_absolute_error: 0.0256, 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: 0.0565, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1184, root_relative_squared_error: 0.2489, unweighted_recall: 0.9825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9815, kappa: 0.9591, kb_relative_information_score: 0.9493, mean_absolute_error: 0.0243, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9815, number_of_instances: 1941, precision: 0.9815, predictive_accuracy: 0.9815, prior_entropy: 0.9311, relative_absolute_error: 0.0536, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.108, root_relative_squared_error: 0.2268, unweighted_recall: 0.9806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.984, kappa: 0.9648, kb_relative_information_score: 0.9548, mean_absolute_error: 0.0214, 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: 0.0473, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1084, root_relative_squared_error: 0.2278, unweighted_recall: 0.9836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9897, kappa: 0.9773, kb_relative_information_score: 0.9693, mean_absolute_error: 0.0144, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9897, number_of_instances: 1941, precision: 0.9898, predictive_accuracy: 0.9897, prior_entropy: 0.9311, relative_absolute_error: 0.0317, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0931, root_relative_squared_error: 0.1957, unweighted_recall: 0.99,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.9004, kappa: 0.7809, kb_relative_information_score: 0.6865, mean_absolute_error: 0.148, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9001, number_of_instances: 1941, precision: 0.9009, predictive_accuracy: 0.9001, prior_entropy: 0.9311, relative_absolute_error: 0.3267, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2688, root_relative_squared_error: 0.5647, unweighted_recall: 0.8932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.983, kappa: 0.9626, kb_relative_information_score: 0.9383, mean_absolute_error: 0.0307, 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: 0.0677, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1132, root_relative_squared_error: 0.2379, unweighted_recall: 0.9832,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9791, f_measure: 0.9256, kappa: 0.8363, kb_relative_information_score: 0.7443, mean_absolute_error: 0.1227, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9253, number_of_instances: 1941, precision: 0.9261, predictive_accuracy: 0.9253, prior_entropy: 0.9311, relative_absolute_error: 0.2707, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2324, root_relative_squared_error: 0.4882, unweighted_recall: 0.9212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9586, f_measure: 0.8916, kappa: 0.7616, kb_relative_information_score: 0.6472, mean_absolute_error: 0.1686, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8913, number_of_instances: 1941, precision: 0.8922, predictive_accuracy: 0.8913, prior_entropy: 0.9311, relative_absolute_error: 0.372, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2776, root_relative_squared_error: 0.5832, unweighted_recall: 0.8833,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9846, kappa: 0.966, kb_relative_information_score: 0.9619, mean_absolute_error: 0.0173, 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: 0.0382, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1096, root_relative_squared_error: 0.2303, unweighted_recall: 0.984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9608, f_measure: 0.9007, kappa: 0.7809, kb_relative_information_score: 0.7021, mean_absolute_error: 0.1391, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9006, number_of_instances: 1941, precision: 0.9008, predictive_accuracy: 0.9006, prior_entropy: 0.9311, relative_absolute_error: 0.307, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2715, root_relative_squared_error: 0.5706, unweighted_recall: 0.8911,
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: 0.958, f_measure: 0.8925, kappa: 0.7621, kb_relative_information_score: 0.7028, mean_absolute_error: 0.1377, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8928, number_of_instances: 1941, precision: 0.8924, predictive_accuracy: 0.8928, prior_entropy: 0.9311, relative_absolute_error: 0.304, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.279, root_relative_squared_error: 0.5863, unweighted_recall: 0.8789,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9595, f_measure: 0.8957, kappa: 0.7705, kb_relative_information_score: 0.6705, mean_absolute_error: 0.155, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8954, number_of_instances: 1941, precision: 0.8962, predictive_accuracy: 0.8954, prior_entropy: 0.9311, relative_absolute_error: 0.3422, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2751, root_relative_squared_error: 0.578, unweighted_recall: 0.8875,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.984, kappa: 0.9648, kb_relative_information_score: 0.9287, mean_absolute_error: 0.0368, 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: 0.0812, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1174, root_relative_squared_error: 0.2467, unweighted_recall: 0.9836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9592, f_measure: 0.9021, kappa: 0.7841, kb_relative_information_score: 0.6905, mean_absolute_error: 0.1461, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9021, number_of_instances: 1941, precision: 0.9022, predictive_accuracy: 0.9021, prior_entropy: 0.9311, relative_absolute_error: 0.3225, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2727, root_relative_squared_error: 0.573, unweighted_recall: 0.8923,
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: 0.9654, f_measure: 0.903, kappa: 0.7868, kb_relative_information_score: 0.6651, mean_absolute_error: 0.1604, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9026, number_of_instances: 1941, precision: 0.9036, predictive_accuracy: 0.9026, prior_entropy: 0.9311, relative_absolute_error: 0.354, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2669, root_relative_squared_error: 0.5607, unweighted_recall: 0.8965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9584, f_measure: 0.896, kappa: 0.7718, kb_relative_information_score: 0.638, mean_absolute_error: 0.1739, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8954, number_of_instances: 1941, precision: 0.8971, predictive_accuracy: 0.8954, prior_entropy: 0.9311, relative_absolute_error: 0.3838, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2779, root_relative_squared_error: 0.5838, unweighted_recall: 0.8903,
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: 0.9971, f_measure: 0.983, kappa: 0.9626, kb_relative_information_score: 0.955, mean_absolute_error: 0.0207, 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: 0.0457, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1144, root_relative_squared_error: 0.2403, unweighted_recall: 0.9832,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.983, kappa: 0.9626, kb_relative_information_score: 0.9526, mean_absolute_error: 0.0219, 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: 0.0484, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1186, root_relative_squared_error: 0.2492, unweighted_recall: 0.9828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9907, kappa: 0.9796, kb_relative_information_score: 0.9717, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9907, number_of_instances: 1941, precision: 0.9908, predictive_accuracy: 0.9907, prior_entropy: 0.9311, relative_absolute_error: 0.0293, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0898, root_relative_squared_error: 0.1886, unweighted_recall: 0.9915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9787, f_measure: 0.9247, kappa: 0.8336, kb_relative_information_score: 0.7684, mean_absolute_error: 0.1098, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9248, number_of_instances: 1941, precision: 0.9246, predictive_accuracy: 0.9248, prior_entropy: 0.9311, relative_absolute_error: 0.2424, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2321, root_relative_squared_error: 0.4876, unweighted_recall: 0.9159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9673, kappa: 0.9284, kb_relative_information_score: 0.7639, mean_absolute_error: 0.1278, mean_prior_absolute_error: 0.4531, weighted_recall: 0.967, number_of_instances: 1941, precision: 0.9687, predictive_accuracy: 0.967, prior_entropy: 0.9311, relative_absolute_error: 0.2821, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1832, root_relative_squared_error: 0.3848, unweighted_recall: 0.9716,
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: 0.983, kappa: 0.9626, kb_relative_information_score: 0.9536, mean_absolute_error: 0.0215, 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: 0.0475, 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: 0.9515, f_measure: 0.8841, kappa: 0.7444, kb_relative_information_score: 0.6073, mean_absolute_error: 0.1882, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8841, number_of_instances: 1941, precision: 0.8842, predictive_accuracy: 0.8841, prior_entropy: 0.9311, relative_absolute_error: 0.4154, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2903, root_relative_squared_error: 0.61, unweighted_recall: 0.8726,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, f_measure: 0.9332, kappa: 0.8531, kb_relative_information_score: 0.7926, mean_absolute_error: 0.0978, mean_prior_absolute_error: 0.4531, weighted_recall: 0.933, number_of_instances: 1941, precision: 0.9336, predictive_accuracy: 0.933, prior_entropy: 0.9311, relative_absolute_error: 0.2159, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2194, root_relative_squared_error: 0.4609, unweighted_recall: 0.9292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9856, kappa: 0.9683, kb_relative_information_score: 0.9581, mean_absolute_error: 0.0196, 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: 0.0432, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1056, root_relative_squared_error: 0.2219, unweighted_recall: 0.9858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9799, kappa: 0.9558, kb_relative_information_score: 0.9474, mean_absolute_error: 0.0241, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9799, number_of_instances: 1941, precision: 0.98, predictive_accuracy: 0.9799, prior_entropy: 0.9311, relative_absolute_error: 0.0532, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1246, root_relative_squared_error: 0.2619, unweighted_recall: 0.979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9825, kappa: 0.9613, kb_relative_information_score: 0.9491, mean_absolute_error: 0.0241, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9825, number_of_instances: 1941, precision: 0.9825, predictive_accuracy: 0.9825, prior_entropy: 0.9311, relative_absolute_error: 0.0532, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1122, root_relative_squared_error: 0.2358, unweighted_recall: 0.9807,
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: 0.9964, f_measure: 0.9805, kappa: 0.957, kb_relative_information_score: 0.948, mean_absolute_error: 0.024, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9804, number_of_instances: 1941, precision: 0.9806, predictive_accuracy: 0.9804, prior_entropy: 0.9311, relative_absolute_error: 0.053, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1206, root_relative_squared_error: 0.2534, unweighted_recall: 0.9805,
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: 0.9577, f_measure: 0.8967, kappa: 0.7728, kb_relative_information_score: 0.6385, mean_absolute_error: 0.1731, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8964, number_of_instances: 1941, precision: 0.8972, predictive_accuracy: 0.8964, prior_entropy: 0.9311, relative_absolute_error: 0.382, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2795, root_relative_squared_error: 0.5873, unweighted_recall: 0.8887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9608, f_measure: 0.9016, kappa: 0.7827, kb_relative_information_score: 0.6878, mean_absolute_error: 0.1467, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9016, number_of_instances: 1941, precision: 0.9016, predictive_accuracy: 0.9016, prior_entropy: 0.9311, relative_absolute_error: 0.3238, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2742, root_relative_squared_error: 0.5761, unweighted_recall: 0.8912,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9967, mean_absolute_error: 0.0021, 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: 0.0047, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0023, root_relative_squared_error: 0.0049, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9851, kappa: 0.9671, kb_relative_information_score: 0.9553, mean_absolute_error: 0.0209, 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: 0.0461, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1076, root_relative_squared_error: 0.226, unweighted_recall: 0.984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.957, f_measure: 0.8914, kappa: 0.7605, kb_relative_information_score: 0.6097, mean_absolute_error: 0.1883, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8913, number_of_instances: 1941, precision: 0.8915, predictive_accuracy: 0.8913, prior_entropy: 0.9311, relative_absolute_error: 0.4156, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2842, root_relative_squared_error: 0.5971, unweighted_recall: 0.8809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.9784, kappa: 0.9526, kb_relative_information_score: 0.857, mean_absolute_error: 0.0774, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9784, number_of_instances: 1941, precision: 0.9788, predictive_accuracy: 0.9784, prior_entropy: 0.9311, relative_absolute_error: 0.1708, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1447, root_relative_squared_error: 0.304, unweighted_recall: 0.98,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9573, f_measure: 0.8956, kappa: 0.7702, kb_relative_information_score: 0.6032, mean_absolute_error: 0.1917, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8954, number_of_instances: 1941, precision: 0.896, predictive_accuracy: 0.8954, prior_entropy: 0.9311, relative_absolute_error: 0.423, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2849, root_relative_squared_error: 0.5986, unweighted_recall: 0.8868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9533, f_measure: 0.8914, kappa: 0.7605, kb_relative_information_score: 0.6766, mean_absolute_error: 0.1507, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8913, number_of_instances: 1941, precision: 0.8915, predictive_accuracy: 0.8913, prior_entropy: 0.9311, relative_absolute_error: 0.3327, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.285, root_relative_squared_error: 0.5989, unweighted_recall: 0.8809,
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: 0.7814, mean_absolute_error: 0.1298, 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: 0.2864, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1415, root_relative_squared_error: 0.2973, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9541, f_measure: 0.8893, kappa: 0.7559, kb_relative_information_score: 0.6548, mean_absolute_error: 0.163, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8892, number_of_instances: 1941, precision: 0.8894, predictive_accuracy: 0.8892, prior_entropy: 0.9311, relative_absolute_error: 0.3597, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2838, root_relative_squared_error: 0.5963, unweighted_recall: 0.8786,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9569, f_measure: 0.8996, kappa: 0.7785, kb_relative_information_score: 0.6843, mean_absolute_error: 0.1479, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8995, number_of_instances: 1941, precision: 0.8996, predictive_accuracy: 0.8995, prior_entropy: 0.9311, relative_absolute_error: 0.3265, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2777, root_relative_squared_error: 0.5835, unweighted_recall: 0.8896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9794, kappa: 0.9547, kb_relative_information_score: 0.9187, mean_absolute_error: 0.0414, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9794, number_of_instances: 1941, precision: 0.9795, predictive_accuracy: 0.9794, prior_entropy: 0.9311, relative_absolute_error: 0.0914, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1255, root_relative_squared_error: 0.2637, unweighted_recall: 0.979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, f_measure: 0.9282, kappa: 0.8422, kb_relative_information_score: 0.7528, mean_absolute_error: 0.1186, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9279, number_of_instances: 1941, precision: 0.9288, predictive_accuracy: 0.9279, prior_entropy: 0.9311, relative_absolute_error: 0.2619, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2297, root_relative_squared_error: 0.4827, unweighted_recall: 0.9249,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9812, f_measure: 0.932, kappa: 0.8498, kb_relative_information_score: 0.8008, mean_absolute_error: 0.0928, mean_prior_absolute_error: 0.4531, weighted_recall: 0.932, number_of_instances: 1941, precision: 0.9319, predictive_accuracy: 0.932, prior_entropy: 0.9311, relative_absolute_error: 0.2048, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2223, root_relative_squared_error: 0.4671, unweighted_recall: 0.9246,
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: 0.9185, f_measure: 0.8389, kappa: 0.6449, kb_relative_information_score: 0.3545, mean_absolute_error: 0.307, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8387, number_of_instances: 1941, precision: 0.8392, predictive_accuracy: 0.8387, prior_entropy: 0.9311, relative_absolute_error: 0.6776, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3571, root_relative_squared_error: 0.7503, unweighted_recall: 0.8232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.961, f_measure: 0.8969, kappa: 0.7722, kb_relative_information_score: 0.6901, mean_absolute_error: 0.1445, mean_prior_absolute_error: 0.4531, weighted_recall: 0.897, number_of_instances: 1941, precision: 0.8968, predictive_accuracy: 0.897, prior_entropy: 0.9311, relative_absolute_error: 0.3189, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2736, root_relative_squared_error: 0.5749, unweighted_recall: 0.8856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9558, kappa: 0.9029, kb_relative_information_score: 0.8653, mean_absolute_error: 0.0646, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9557, number_of_instances: 1941, precision: 0.9562, predictive_accuracy: 0.9557, prior_entropy: 0.9311, relative_absolute_error: 0.1425, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1762, root_relative_squared_error: 0.3702, unweighted_recall: 0.9546,
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: 0.9975, f_measure: 0.982, kappa: 0.9604, kb_relative_information_score: 0.9303, mean_absolute_error: 0.0352, 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: 0.0778, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1153, root_relative_squared_error: 0.2423, unweighted_recall: 0.9824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9549, f_measure: 0.8911, kappa: 0.7602, kb_relative_information_score: 0.6421, mean_absolute_error: 0.1694, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8908, number_of_instances: 1941, precision: 0.8915, predictive_accuracy: 0.8908, prior_entropy: 0.9311, relative_absolute_error: 0.3739, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2844, root_relative_squared_error: 0.5976, unweighted_recall: 0.8822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.9348, kappa: 0.8567, kb_relative_information_score: 0.7948, mean_absolute_error: 0.0996, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9346, number_of_instances: 1941, precision: 0.9354, predictive_accuracy: 0.9346, prior_entropy: 0.9311, relative_absolute_error: 0.2198, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2065, root_relative_squared_error: 0.4339, unweighted_recall: 0.9318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9678, f_measure: 0.9033, kappa: 0.7899, kb_relative_information_score: 0.5446, mean_absolute_error: 0.2243, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9021, number_of_instances: 1941, precision: 0.9078, predictive_accuracy: 0.9021, prior_entropy: 0.9311, relative_absolute_error: 0.495, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2875, root_relative_squared_error: 0.6041, unweighted_recall: 0.9063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.9349, kappa: 0.8569, kb_relative_information_score: 0.7803, mean_absolute_error: 0.1064, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9346, number_of_instances: 1941, precision: 0.9355, predictive_accuracy: 0.9346, prior_entropy: 0.9311, relative_absolute_error: 0.2349, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2118, root_relative_squared_error: 0.4451, unweighted_recall: 0.9325,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9887, kappa: 0.9751, kb_relative_information_score: 0.9703, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9887, number_of_instances: 1941, precision: 0.9888, predictive_accuracy: 0.9887, prior_entropy: 0.9311, relative_absolute_error: 0.0299, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0968, root_relative_squared_error: 0.2035, unweighted_recall: 0.9899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9537, f_measure: 0.8851, kappa: 0.7465, kb_relative_information_score: 0.6332, mean_absolute_error: 0.1739, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8851, number_of_instances: 1941, precision: 0.8852, predictive_accuracy: 0.8851, prior_entropy: 0.9311, relative_absolute_error: 0.3838, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2854, root_relative_squared_error: 0.5997, unweighted_recall: 0.8734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9846, kappa: 0.9659, kb_relative_information_score: 0.9501, mean_absolute_error: 0.0238, 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: 0.0526, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1182, root_relative_squared_error: 0.2484, unweighted_recall: 0.9836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9637, kappa: 0.9207, kb_relative_information_score: 0.75, mean_absolute_error: 0.1345, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9634, number_of_instances: 1941, precision: 0.9656, predictive_accuracy: 0.9634, prior_entropy: 0.9311, relative_absolute_error: 0.2968, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1908, root_relative_squared_error: 0.4008, unweighted_recall: 0.9689,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9998, mean_absolute_error: 0.0002, 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: 0.0003, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0002, root_relative_squared_error: 0.0004, 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: 0.9949, f_measure: 0.9784, kappa: 0.9526, kb_relative_information_score: 0.9309, mean_absolute_error: 0.0332, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9784, number_of_instances: 1941, precision: 0.9788, predictive_accuracy: 0.9784, prior_entropy: 0.9311, relative_absolute_error: 0.0734, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1316, root_relative_squared_error: 0.2765, unweighted_recall: 0.98,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9811, f_measure: 0.9281, kappa: 0.8417, kb_relative_information_score: 0.7818, mean_absolute_error: 0.1037, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9279, number_of_instances: 1941, precision: 0.9284, predictive_accuracy: 0.9279, prior_entropy: 0.9311, relative_absolute_error: 0.2289, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2231, root_relative_squared_error: 0.4688, unweighted_recall: 0.9232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9749, f_measure: 0.9149, kappa: 0.8134, kb_relative_information_score: 0.6683, mean_absolute_error: 0.1619, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9145, number_of_instances: 1941, precision: 0.916, predictive_accuracy: 0.9145, prior_entropy: 0.9311, relative_absolute_error: 0.3573, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2528, root_relative_squared_error: 0.5312, unweighted_recall: 0.9115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.9789, kappa: 0.9534, kb_relative_information_score: 0.933, mean_absolute_error: 0.0319, 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: 0.0704, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1323, root_relative_squared_error: 0.278, unweighted_recall: 0.9765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9462, f_measure: 0.883, kappa: 0.7418, kb_relative_information_score: 0.6008, mean_absolute_error: 0.1903, mean_prior_absolute_error: 0.4531, weighted_recall: 0.883, number_of_instances: 1941, precision: 0.883, predictive_accuracy: 0.883, prior_entropy: 0.9311, relative_absolute_error: 0.4199, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2966, root_relative_squared_error: 0.6232, unweighted_recall: 0.8707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9383, f_measure: 0.868, kappa: 0.7094, kb_relative_information_score: 0.4637, mean_absolute_error: 0.2564, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8676, number_of_instances: 1941, precision: 0.8685, predictive_accuracy: 0.8676, prior_entropy: 0.9311, relative_absolute_error: 0.566, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.326, root_relative_squared_error: 0.685, unweighted_recall: 0.8568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9851, kappa: 0.9672, kb_relative_information_score: 0.9284, mean_absolute_error: 0.0377, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9851, number_of_instances: 1941, precision: 0.9853, predictive_accuracy: 0.9851, prior_entropy: 0.9311, relative_absolute_error: 0.0831, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1098, root_relative_squared_error: 0.2307, unweighted_recall: 0.9861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9841, kappa: 0.9649, kb_relative_information_score: 0.9375, mean_absolute_error: 0.0316, mean_prior_absolute_error: 0.4531, weighted_recall: 0.984, number_of_instances: 1941, precision: 0.9842, predictive_accuracy: 0.984, prior_entropy: 0.9311, relative_absolute_error: 0.0698, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1146, root_relative_squared_error: 0.2408, unweighted_recall: 0.9843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9813, f_measure: 0.9364, kappa: 0.8602, kb_relative_information_score: 0.8125, mean_absolute_error: 0.0877, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9361, number_of_instances: 1941, precision: 0.937, predictive_accuracy: 0.9361, prior_entropy: 0.9311, relative_absolute_error: 0.1935, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2207, root_relative_squared_error: 0.4638, unweighted_recall: 0.934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.983, kappa: 0.9627, kb_relative_information_score: 0.9191, mean_absolute_error: 0.0423, mean_prior_absolute_error: 0.4531, weighted_recall: 0.983, number_of_instances: 1941, precision: 0.9833, predictive_accuracy: 0.983, prior_entropy: 0.9311, relative_absolute_error: 0.0933, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1173, root_relative_squared_error: 0.2466, unweighted_recall: 0.9842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9738, kappa: 0.9426, kb_relative_information_score: 0.8107, mean_absolute_error: 0.1018, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9737, number_of_instances: 1941, precision: 0.9744, predictive_accuracy: 0.9737, prior_entropy: 0.9311, relative_absolute_error: 0.2248, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1668, root_relative_squared_error: 0.3505, unweighted_recall: 0.9761,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9671, f_measure: 0.9038, kappa: 0.788, kb_relative_information_score: 0.7136, mean_absolute_error: 0.1344, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9037, number_of_instances: 1941, precision: 0.904, predictive_accuracy: 0.9037, prior_entropy: 0.9311, relative_absolute_error: 0.2966, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.261, root_relative_squared_error: 0.5484, unweighted_recall: 0.8952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9621, f_measure: 0.9033, kappa: 0.7869, kb_relative_information_score: 0.6873, mean_absolute_error: 0.1485, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9031, number_of_instances: 1941, precision: 0.9035, predictive_accuracy: 0.9031, prior_entropy: 0.9311, relative_absolute_error: 0.3278, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.268, root_relative_squared_error: 0.563, unweighted_recall: 0.8948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9495, f_measure: 0.8799, kappa: 0.7347, kb_relative_information_score: 0.6125, mean_absolute_error: 0.1832, mean_prior_absolute_error: 0.4531, weighted_recall: 0.88, number_of_instances: 1941, precision: 0.8798, predictive_accuracy: 0.88, prior_entropy: 0.9311, relative_absolute_error: 0.4044, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2929, root_relative_squared_error: 0.6154, unweighted_recall: 0.867,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.5948, mean_absolute_error: 0.2229, 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: 0.492, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2422, root_relative_squared_error: 0.5089, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.981, kappa: 0.9581, kb_relative_information_score: 0.91, mean_absolute_error: 0.0471, 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: 0.104, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1214, root_relative_squared_error: 0.255, unweighted_recall: 0.9816,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9998, 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: 0.0003, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0002, root_relative_squared_error: 0.0003, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9697, f_measure: 0.9103, kappa: 0.8031, kb_relative_information_score: 0.653, mean_absolute_error: 0.1691, mean_prior_absolute_error: 0.4531, weighted_recall: 0.9098, number_of_instances: 1941, precision: 0.9112, predictive_accuracy: 0.9098, prior_entropy: 0.9311, relative_absolute_error: 0.3733, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2617, root_relative_squared_error: 0.5499, unweighted_recall: 0.9059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9558, f_measure: 0.889, kappa: 0.7544, kb_relative_information_score: 0.6865, mean_absolute_error: 0.1457, mean_prior_absolute_error: 0.4531, weighted_recall: 0.8892, number_of_instances: 1941, precision: 0.8888, predictive_accuracy: 0.8892, prior_entropy: 0.9311, relative_absolute_error: 0.3215, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2815, root_relative_squared_error: 0.5915, unweighted_recall: 0.8755,

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

OpenML bootcamp

From your own software

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

OpenML APIs