Task
Supervised Classification on letter

Supervised Classification on letter

Task 6 Supervised Classification letter 35040 runs submitted
2 likes downloaded by 2 people , 5 total downloads 0 issues
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  • at2 basic OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_7 study_70 study_73 study_98 study_99 under100k under1m
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35040 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5495, kappa: 0.0326, kb_relative_information_score: 0.0575, mean_absolute_error: 0.0723, mean_prior_absolute_error: 0.074, weighted_recall: 0.0718, number_of_instances: 20000, predictive_accuracy: 0.0718, prior_entropy: 4.6998, relative_absolute_error: 0.9776, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1901, root_relative_squared_error: 0.9887, unweighted_recall: 0.0688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5495, kappa: 0.0326, kb_relative_information_score: 0.0575, mean_absolute_error: 0.0723, mean_prior_absolute_error: 0.074, weighted_recall: 0.0718, number_of_instances: 20000, predictive_accuracy: 0.0718, prior_entropy: 4.6998, relative_absolute_error: 0.9776, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1901, root_relative_squared_error: 0.9887, unweighted_recall: 0.0688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5495, kappa: 0.0326, kb_relative_information_score: 0.0575, mean_absolute_error: 0.0723, mean_prior_absolute_error: 0.074, weighted_recall: 0.0718, number_of_instances: 20000, predictive_accuracy: 0.0718, prior_entropy: 4.6998, relative_absolute_error: 0.9776, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1901, root_relative_squared_error: 0.9887, unweighted_recall: 0.0688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5495, kappa: 0.0326, kb_relative_information_score: 0.0575, mean_absolute_error: 0.0723, mean_prior_absolute_error: 0.074, weighted_recall: 0.0718, number_of_instances: 20000, predictive_accuracy: 0.0718, prior_entropy: 4.6998, relative_absolute_error: 0.9776, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1901, root_relative_squared_error: 0.9887, unweighted_recall: 0.0688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5495, kappa: 0.0326, kb_relative_information_score: 0.0575, mean_absolute_error: 0.0723, mean_prior_absolute_error: 0.074, weighted_recall: 0.0718, number_of_instances: 20000, predictive_accuracy: 0.0718, prior_entropy: 4.6998, relative_absolute_error: 0.9776, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1901, root_relative_squared_error: 0.9887, unweighted_recall: 0.0688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5495, kappa: 0.0326, kb_relative_information_score: 0.0575, mean_absolute_error: 0.0723, mean_prior_absolute_error: 0.074, weighted_recall: 0.0718, number_of_instances: 20000, predictive_accuracy: 0.0718, prior_entropy: 4.6998, relative_absolute_error: 0.9776, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1901, root_relative_squared_error: 0.9887, unweighted_recall: 0.0688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.921, kappa: 0.5132, kb_relative_information_score: 0.2411, mean_absolute_error: 0.07, mean_prior_absolute_error: 0.074, weighted_recall: 0.5321, number_of_instances: 20000, predictive_accuracy: 0.5321, prior_entropy: 4.6998, relative_absolute_error: 0.9468, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1835, root_relative_squared_error: 0.9543, unweighted_recall: 0.5289,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5495, kappa: 0.0326, kb_relative_information_score: 0.0575, mean_absolute_error: 0.0723, mean_prior_absolute_error: 0.074, weighted_recall: 0.0718, number_of_instances: 20000, predictive_accuracy: 0.0718, prior_entropy: 4.6998, relative_absolute_error: 0.9776, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1901, root_relative_squared_error: 0.9887, unweighted_recall: 0.0688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5495, kappa: 0.0326, kb_relative_information_score: 0.0575, mean_absolute_error: 0.0723, mean_prior_absolute_error: 0.074, weighted_recall: 0.0718, number_of_instances: 20000, predictive_accuracy: 0.0718, prior_entropy: 4.6998, relative_absolute_error: 0.9776, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1901, root_relative_squared_error: 0.9887, unweighted_recall: 0.0688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7792, f_measure: 0.5672, kappa: 0.5583, kb_relative_information_score: 0.5698, mean_absolute_error: 0.0327, mean_prior_absolute_error: 0.074, weighted_recall: 0.5753, number_of_instances: 20000, precision: 0.5856, predictive_accuracy: 0.5753, prior_entropy: 4.6998, relative_absolute_error: 0.4418, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1808, root_relative_squared_error: 0.94, unweighted_recall: 0.5741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.93, kappa: 0.9272, kb_relative_information_score: 0.9386, mean_absolute_error: 0.0083, mean_prior_absolute_error: 0.074, weighted_recall: 0.9301, number_of_instances: 20000, precision: 0.9304, predictive_accuracy: 0.9301, prior_entropy: 4.6998, relative_absolute_error: 0.1117, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0629, root_relative_squared_error: 0.327, unweighted_recall: 0.9297,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9538, kappa: 0.952, kb_relative_information_score: 0.9608, mean_absolute_error: 0.0062, mean_prior_absolute_error: 0.074, weighted_recall: 0.9538, number_of_instances: 20000, precision: 0.9542, predictive_accuracy: 0.9538, prior_entropy: 4.6998, relative_absolute_error: 0.0842, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0527, root_relative_squared_error: 0.2743, unweighted_recall: 0.9535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7695, f_measure: 0.521, kappa: 0.5389, kb_relative_information_score: 0.5508, mean_absolute_error: 0.0341, mean_prior_absolute_error: 0.074, weighted_recall: 0.5567, number_of_instances: 20000, precision: 0.5924, predictive_accuracy: 0.5567, prior_entropy: 4.6998, relative_absolute_error: 0.461, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1847, root_relative_squared_error: 0.9603, unweighted_recall: 0.5549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.721, f_measure: 0.4725, kappa: 0.442, kb_relative_information_score: 0.4562, mean_absolute_error: 0.0413, mean_prior_absolute_error: 0.074, weighted_recall: 0.4635, number_of_instances: 20000, precision: 0.525, predictive_accuracy: 0.4635, prior_entropy: 4.6998, relative_absolute_error: 0.558, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2031, root_relative_squared_error: 1.0564, unweighted_recall: 0.4607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.978, f_measure: 0.7587, kappa: 0.7502, kb_relative_information_score: 0.7626, mean_absolute_error: 0.0294, mean_prior_absolute_error: 0.074, weighted_recall: 0.7598, number_of_instances: 20000, precision: 0.7588, predictive_accuracy: 0.7598, prior_entropy: 4.6998, relative_absolute_error: 0.3977, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1166, root_relative_squared_error: 0.6063, unweighted_recall: 0.7583,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9736, kappa: 0.9725, kb_relative_information_score: 0.921, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.074, weighted_recall: 0.9736, number_of_instances: 20000, precision: 0.9737, predictive_accuracy: 0.9736, prior_entropy: 4.6998, relative_absolute_error: 0.1864, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0617, root_relative_squared_error: 0.3211, unweighted_recall: 0.9734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9333, kappa: 0.9305, kb_relative_information_score: 0.9237, mean_absolute_error: 0.0114, mean_prior_absolute_error: 0.074, weighted_recall: 0.9332, number_of_instances: 20000, precision: 0.9339, predictive_accuracy: 0.9332, prior_entropy: 4.6998, relative_absolute_error: 0.1542, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0675, root_relative_squared_error: 0.3509, unweighted_recall: 0.9329,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8186, f_measure: 0.2787, kappa: 0.2614, kb_relative_information_score: 0.131, mean_absolute_error: 0.0714, mean_prior_absolute_error: 0.074, weighted_recall: 0.2898, number_of_instances: 20000, precision: 0.3099, predictive_accuracy: 0.2898, prior_entropy: 4.6998, relative_absolute_error: 0.965, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1893, root_relative_squared_error: 0.9843, unweighted_recall: 0.2899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9392, f_measure: 0.8832, kappa: 0.8784, kb_relative_information_score: 0.8816, mean_absolute_error: 0.009, mean_prior_absolute_error: 0.074, weighted_recall: 0.8831, number_of_instances: 20000, precision: 0.8833, predictive_accuracy: 0.8831, prior_entropy: 4.6998, relative_absolute_error: 0.1216, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0948, root_relative_squared_error: 0.4931, unweighted_recall: 0.8829,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7792, f_measure: 0.5672, kappa: 0.5583, kb_relative_information_score: 0.5698, mean_absolute_error: 0.0327, mean_prior_absolute_error: 0.074, weighted_recall: 0.5753, number_of_instances: 20000, precision: 0.5856, predictive_accuracy: 0.5753, prior_entropy: 4.6998, relative_absolute_error: 0.4418, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1808, root_relative_squared_error: 0.94, unweighted_recall: 0.5741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9261, kappa: 0.9231, kb_relative_information_score: 0.9351, mean_absolute_error: 0.0087, mean_prior_absolute_error: 0.074, weighted_recall: 0.9261, number_of_instances: 20000, precision: 0.9264, predictive_accuracy: 0.9261, prior_entropy: 4.6998, relative_absolute_error: 0.1182, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0648, root_relative_squared_error: 0.3371, unweighted_recall: 0.9259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9538, kappa: 0.952, kb_relative_information_score: 0.9608, mean_absolute_error: 0.0062, mean_prior_absolute_error: 0.074, weighted_recall: 0.9538, number_of_instances: 20000, precision: 0.9542, predictive_accuracy: 0.9538, prior_entropy: 4.6998, relative_absolute_error: 0.0842, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0527, root_relative_squared_error: 0.2743, unweighted_recall: 0.9535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7695, f_measure: 0.521, kappa: 0.5389, kb_relative_information_score: 0.5508, mean_absolute_error: 0.0341, mean_prior_absolute_error: 0.074, weighted_recall: 0.5567, number_of_instances: 20000, precision: 0.5924, predictive_accuracy: 0.5567, prior_entropy: 4.6998, relative_absolute_error: 0.461, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1847, root_relative_squared_error: 0.9603, unweighted_recall: 0.5549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.721, f_measure: 0.4725, kappa: 0.442, kb_relative_information_score: 0.4562, mean_absolute_error: 0.0413, mean_prior_absolute_error: 0.074, weighted_recall: 0.4635, number_of_instances: 20000, precision: 0.525, predictive_accuracy: 0.4635, prior_entropy: 4.6998, relative_absolute_error: 0.558, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2031, root_relative_squared_error: 1.0564, unweighted_recall: 0.4607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.978, f_measure: 0.7587, kappa: 0.7502, kb_relative_information_score: 0.7626, mean_absolute_error: 0.0294, mean_prior_absolute_error: 0.074, weighted_recall: 0.7598, number_of_instances: 20000, precision: 0.7588, predictive_accuracy: 0.7598, prior_entropy: 4.6998, relative_absolute_error: 0.3977, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1166, root_relative_squared_error: 0.6063, unweighted_recall: 0.7583,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9736, kappa: 0.9725, kb_relative_information_score: 0.9209, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.074, weighted_recall: 0.9736, number_of_instances: 20000, precision: 0.9737, predictive_accuracy: 0.9736, prior_entropy: 4.6998, relative_absolute_error: 0.1869, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0617, root_relative_squared_error: 0.3211, unweighted_recall: 0.9734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9285, kappa: 0.9254, kb_relative_information_score: 0.9232, mean_absolute_error: 0.0112, mean_prior_absolute_error: 0.074, weighted_recall: 0.9283, number_of_instances: 20000, precision: 0.9291, predictive_accuracy: 0.9283, prior_entropy: 4.6998, relative_absolute_error: 0.1518, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.068, root_relative_squared_error: 0.3534, unweighted_recall: 0.928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8186, f_measure: 0.2787, kappa: 0.2614, kb_relative_information_score: 0.131, mean_absolute_error: 0.0714, mean_prior_absolute_error: 0.074, weighted_recall: 0.2898, number_of_instances: 20000, precision: 0.3099, predictive_accuracy: 0.2898, prior_entropy: 4.6998, relative_absolute_error: 0.965, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1893, root_relative_squared_error: 0.9843, unweighted_recall: 0.2899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9383, f_measure: 0.8813, kappa: 0.8765, kb_relative_information_score: 0.8798, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.074, weighted_recall: 0.8813, number_of_instances: 20000, precision: 0.8815, predictive_accuracy: 0.8813, prior_entropy: 4.6998, relative_absolute_error: 0.1235, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0956, root_relative_squared_error: 0.497, unweighted_recall: 0.881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8186, f_measure: 0.2787, kappa: 0.2614, kb_relative_information_score: 0.131, mean_absolute_error: 0.0714, mean_prior_absolute_error: 0.074, weighted_recall: 0.2898, number_of_instances: 20000, precision: 0.3099, predictive_accuracy: 0.2898, prior_entropy: 4.6998, relative_absolute_error: 0.965, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1893, root_relative_squared_error: 0.9843, unweighted_recall: 0.2899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9384, f_measure: 0.8817, kappa: 0.8768, kb_relative_information_score: 0.8801, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.074, weighted_recall: 0.8816, number_of_instances: 20000, precision: 0.8819, predictive_accuracy: 0.8816, prior_entropy: 4.6998, relative_absolute_error: 0.1232, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0955, root_relative_squared_error: 0.4964, unweighted_recall: 0.8813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9387, f_measure: 0.8822, kappa: 0.8774, kb_relative_information_score: 0.8807, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.074, weighted_recall: 0.8822, number_of_instances: 20000, precision: 0.8824, predictive_accuracy: 0.8822, prior_entropy: 4.6998, relative_absolute_error: 0.1226, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0952, root_relative_squared_error: 0.4951, unweighted_recall: 0.8819,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8186, f_measure: 0.2787, kappa: 0.2614, kb_relative_information_score: 0.131, mean_absolute_error: 0.0714, mean_prior_absolute_error: 0.074, weighted_recall: 0.2898, number_of_instances: 20000, precision: 0.3099, predictive_accuracy: 0.2898, prior_entropy: 4.6998, relative_absolute_error: 0.965, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1893, root_relative_squared_error: 0.9843, unweighted_recall: 0.2899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9384, f_measure: 0.8815, kappa: 0.8767, kb_relative_information_score: 0.8799, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.074, weighted_recall: 0.8815, number_of_instances: 20000, precision: 0.8817, predictive_accuracy: 0.8815, prior_entropy: 4.6998, relative_absolute_error: 0.1233, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0955, root_relative_squared_error: 0.4966, unweighted_recall: 0.8812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.8812, kappa: 0.8763, kb_relative_information_score: 0.8796, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.074, weighted_recall: 0.8811, number_of_instances: 20000, precision: 0.8813, predictive_accuracy: 0.8811, prior_entropy: 4.6998, relative_absolute_error: 0.1237, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0956, root_relative_squared_error: 0.4973, unweighted_recall: 0.8808,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9387, f_measure: 0.8821, kappa: 0.8774, kb_relative_information_score: 0.8806, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.074, weighted_recall: 0.8821, number_of_instances: 20000, precision: 0.8823, predictive_accuracy: 0.8821, prior_entropy: 4.6998, relative_absolute_error: 0.1226, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0952, root_relative_squared_error: 0.4952, unweighted_recall: 0.8818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9385, f_measure: 0.8817, kappa: 0.8769, kb_relative_information_score: 0.8801, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.074, weighted_recall: 0.8817, number_of_instances: 20000, precision: 0.8818, predictive_accuracy: 0.8817, prior_entropy: 4.6998, relative_absolute_error: 0.1231, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0954, root_relative_squared_error: 0.4962, unweighted_recall: 0.8814,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9384, f_measure: 0.8817, kappa: 0.8769, kb_relative_information_score: 0.8801, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.074, weighted_recall: 0.8816, number_of_instances: 20000, precision: 0.8819, predictive_accuracy: 0.8816, prior_entropy: 4.6998, relative_absolute_error: 0.1231, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0954, root_relative_squared_error: 0.4963, unweighted_recall: 0.8814,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9386, f_measure: 0.8821, kappa: 0.8773, kb_relative_information_score: 0.8805, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.074, weighted_recall: 0.882, number_of_instances: 20000, precision: 0.8823, predictive_accuracy: 0.882, prior_entropy: 4.6998, relative_absolute_error: 0.1227, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0953, root_relative_squared_error: 0.4954, unweighted_recall: 0.8817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9383, f_measure: 0.8815, kappa: 0.8767, kb_relative_information_score: 0.8799, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.074, weighted_recall: 0.8814, number_of_instances: 20000, precision: 0.8818, predictive_accuracy: 0.8814, prior_entropy: 4.6998, relative_absolute_error: 0.1233, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0955, root_relative_squared_error: 0.4967, unweighted_recall: 0.8811,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9377, f_measure: 0.8803, kappa: 0.8754, kb_relative_information_score: 0.8787, mean_absolute_error: 0.0092, mean_prior_absolute_error: 0.074, weighted_recall: 0.8802, number_of_instances: 20000, precision: 0.8806, predictive_accuracy: 0.8802, prior_entropy: 4.6998, relative_absolute_error: 0.1246, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.096, root_relative_squared_error: 0.4992, unweighted_recall: 0.8799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9387, f_measure: 0.8823, kappa: 0.8775, kb_relative_information_score: 0.8807, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.074, weighted_recall: 0.8822, number_of_instances: 20000, precision: 0.8824, predictive_accuracy: 0.8822, prior_entropy: 4.6998, relative_absolute_error: 0.1225, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0952, root_relative_squared_error: 0.495, unweighted_recall: 0.8819,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9379, f_measure: 0.8806, kappa: 0.8757, kb_relative_information_score: 0.879, mean_absolute_error: 0.0092, mean_prior_absolute_error: 0.074, weighted_recall: 0.8805, number_of_instances: 20000, precision: 0.8809, predictive_accuracy: 0.8805, prior_entropy: 4.6998, relative_absolute_error: 0.1243, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0959, root_relative_squared_error: 0.4986, unweighted_recall: 0.8803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9384, f_measure: 0.8815, kappa: 0.8767, kb_relative_information_score: 0.88, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.074, weighted_recall: 0.8815, number_of_instances: 20000, precision: 0.8816, predictive_accuracy: 0.8815, prior_entropy: 4.6998, relative_absolute_error: 0.1233, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0955, root_relative_squared_error: 0.4966, unweighted_recall: 0.8812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9484, f_measure: 0.8746, kappa: 0.8691, kb_relative_information_score: 0.8871, mean_absolute_error: 0.0098, mean_prior_absolute_error: 0.074, weighted_recall: 0.8742, number_of_instances: 20000, precision: 0.876, predictive_accuracy: 0.8742, prior_entropy: 4.6998, relative_absolute_error: 0.1322, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0904, root_relative_squared_error: 0.4702, unweighted_recall: 0.8739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9484, f_measure: 0.8746, kappa: 0.8691, kb_relative_information_score: 0.8871, mean_absolute_error: 0.0098, mean_prior_absolute_error: 0.074, weighted_recall: 0.8742, number_of_instances: 20000, precision: 0.876, predictive_accuracy: 0.8742, prior_entropy: 4.6998, relative_absolute_error: 0.1322, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0904, root_relative_squared_error: 0.4702, unweighted_recall: 0.8739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9384, f_measure: 0.8817, kappa: 0.8769, kb_relative_information_score: 0.8801, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.074, weighted_recall: 0.8816, number_of_instances: 20000, precision: 0.8818, predictive_accuracy: 0.8816, prior_entropy: 4.6998, relative_absolute_error: 0.1231, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0954, root_relative_squared_error: 0.4963, unweighted_recall: 0.8813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9658, kappa: 0.9644, kb_relative_information_score: 0.9197, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.074, weighted_recall: 0.9658, number_of_instances: 20000, precision: 0.966, predictive_accuracy: 0.9658, prior_entropy: 4.6998, relative_absolute_error: 0.1857, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0633, root_relative_squared_error: 0.3291, unweighted_recall: 0.9655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9658, kappa: 0.9644, kb_relative_information_score: 0.9201, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.074, weighted_recall: 0.9658, number_of_instances: 20000, precision: 0.966, predictive_accuracy: 0.9658, prior_entropy: 4.6998, relative_absolute_error: 0.1849, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0631, root_relative_squared_error: 0.3281, unweighted_recall: 0.9655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.92, f_measure: 0.6345, kappa: 0.6193, kb_relative_information_score: 0.6782, mean_absolute_error: 0.0365, mean_prior_absolute_error: 0.074, weighted_recall: 0.634, number_of_instances: 20000, precision: 0.6361, predictive_accuracy: 0.634, prior_entropy: 4.6998, relative_absolute_error: 0.4939, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1392, root_relative_squared_error: 0.7236, unweighted_recall: 0.6335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.92, f_measure: 0.6345, kappa: 0.6193, kb_relative_information_score: 0.6782, mean_absolute_error: 0.0365, mean_prior_absolute_error: 0.074, weighted_recall: 0.634, number_of_instances: 20000, precision: 0.6361, predictive_accuracy: 0.634, prior_entropy: 4.6998, relative_absolute_error: 0.4939, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1392, root_relative_squared_error: 0.7236, unweighted_recall: 0.6335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.92, f_measure: 0.6345, kappa: 0.6193, kb_relative_information_score: 0.6782, mean_absolute_error: 0.0365, mean_prior_absolute_error: 0.074, weighted_recall: 0.634, number_of_instances: 20000, precision: 0.6361, predictive_accuracy: 0.634, prior_entropy: 4.6998, relative_absolute_error: 0.4939, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1392, root_relative_squared_error: 0.7236, unweighted_recall: 0.6335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.92, f_measure: 0.6345, kappa: 0.6193, kb_relative_information_score: 0.6782, mean_absolute_error: 0.0365, mean_prior_absolute_error: 0.074, weighted_recall: 0.634, number_of_instances: 20000, precision: 0.6361, predictive_accuracy: 0.634, prior_entropy: 4.6998, relative_absolute_error: 0.4939, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1392, root_relative_squared_error: 0.7236, unweighted_recall: 0.6335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.92, f_measure: 0.6345, kappa: 0.6193, kb_relative_information_score: 0.6782, mean_absolute_error: 0.0365, mean_prior_absolute_error: 0.074, weighted_recall: 0.634, number_of_instances: 20000, precision: 0.6361, predictive_accuracy: 0.634, prior_entropy: 4.6998, relative_absolute_error: 0.4939, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1392, root_relative_squared_error: 0.7236, unweighted_recall: 0.6335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8969, kappa: 0.4043, kb_relative_information_score: 0.4684, mean_absolute_error: 0.0529, mean_prior_absolute_error: 0.074, weighted_recall: 0.4275, number_of_instances: 20000, predictive_accuracy: 0.4275, prior_entropy: 4.6998, relative_absolute_error: 0.7147, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1627, root_relative_squared_error: 0.8458, unweighted_recall: 0.4253,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5495, kappa: 0.0326, kb_relative_information_score: 0.0575, mean_absolute_error: 0.0723, mean_prior_absolute_error: 0.074, weighted_recall: 0.0718, number_of_instances: 20000, predictive_accuracy: 0.0718, prior_entropy: 4.6998, relative_absolute_error: 0.9776, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1901, root_relative_squared_error: 0.9887, unweighted_recall: 0.0688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5495, kappa: 0.0326, kb_relative_information_score: 0.0575, mean_absolute_error: 0.0723, mean_prior_absolute_error: 0.074, weighted_recall: 0.0718, number_of_instances: 20000, predictive_accuracy: 0.0718, prior_entropy: 4.6998, relative_absolute_error: 0.9776, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1901, root_relative_squared_error: 0.9887, unweighted_recall: 0.0688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9188, f_measure: 0.6334, kappa: 0.6179, kb_relative_information_score: 0.6757, mean_absolute_error: 0.0368, mean_prior_absolute_error: 0.074, weighted_recall: 0.6327, number_of_instances: 20000, precision: 0.6358, predictive_accuracy: 0.6327, prior_entropy: 4.6998, relative_absolute_error: 0.497, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1396, root_relative_squared_error: 0.7257, unweighted_recall: 0.6321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9192, f_measure: 0.6341, kappa: 0.6186, kb_relative_information_score: 0.677, mean_absolute_error: 0.0366, mean_prior_absolute_error: 0.074, weighted_recall: 0.6333, number_of_instances: 20000, precision: 0.6362, predictive_accuracy: 0.6333, prior_entropy: 4.6998, relative_absolute_error: 0.4948, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1394, root_relative_squared_error: 0.7249, unweighted_recall: 0.6328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9379, f_measure: 0.8807, kappa: 0.8759, kb_relative_information_score: 0.8791, mean_absolute_error: 0.0092, mean_prior_absolute_error: 0.074, weighted_recall: 0.8807, number_of_instances: 20000, precision: 0.8809, predictive_accuracy: 0.8807, prior_entropy: 4.6998, relative_absolute_error: 0.1241, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0958, root_relative_squared_error: 0.4983, unweighted_recall: 0.8804,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9385, f_measure: 0.8818, kappa: 0.877, kb_relative_information_score: 0.8803, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.074, weighted_recall: 0.8818, number_of_instances: 20000, precision: 0.882, predictive_accuracy: 0.8818, prior_entropy: 4.6998, relative_absolute_error: 0.123, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0954, root_relative_squared_error: 0.496, unweighted_recall: 0.8815,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9388, f_measure: 0.8824, kappa: 0.8776, kb_relative_information_score: 0.8809, mean_absolute_error: 0.009, mean_prior_absolute_error: 0.074, weighted_recall: 0.8824, number_of_instances: 20000, precision: 0.8826, predictive_accuracy: 0.8824, prior_entropy: 4.6998, relative_absolute_error: 0.1224, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0951, root_relative_squared_error: 0.4947, unweighted_recall: 0.8821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.9681, kappa: 0.9668, kb_relative_information_score: 0.9676, mean_absolute_error: 0.0025, mean_prior_absolute_error: 0.074, weighted_recall: 0.9681, number_of_instances: 20000, precision: 0.9683, predictive_accuracy: 0.9681, prior_entropy: 4.6998, relative_absolute_error: 0.0332, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0496, root_relative_squared_error: 0.2578, usercpu_time_millis: 169.31, usercpu_time_millis_testing: 1.95, usercpu_time_millis_training: 167.36, unweighted_recall: 0.9678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5302, f_measure: 0.1021, kappa: 0.0604, kb_relative_information_score: 0.0857, mean_absolute_error: 0.0695, mean_prior_absolute_error: 0.074, weighted_recall: 0.0966, number_of_instances: 20000, precision: 0.1424, predictive_accuracy: 0.0966, prior_entropy: 4.6998, relative_absolute_error: 0.9396, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2636, root_relative_squared_error: 1.3708, unweighted_recall: 0.0965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.926, kappa: 0.9229, kb_relative_information_score: 0.9215, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.074, weighted_recall: 0.9259, number_of_instances: 20000, precision: 0.9265, predictive_accuracy: 0.9259, prior_entropy: 4.6998, relative_absolute_error: 0.1522, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0664, root_relative_squared_error: 0.3451, unweighted_recall: 0.9255,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8763, f_measure: 0.6322, kappa: 0.6167, kb_relative_information_score: 0.6485, mean_absolute_error: 0.0305, mean_prior_absolute_error: 0.074, weighted_recall: 0.6315, number_of_instances: 20000, precision: 0.6381, predictive_accuracy: 0.6315, prior_entropy: 4.6998, relative_absolute_error: 0.4125, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1531, root_relative_squared_error: 0.7962, unweighted_recall: 0.631,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5267, f_measure: 0.1426, kappa: 0.0906, kb_relative_information_score: 0.1156, mean_absolute_error: 0.0674, mean_prior_absolute_error: 0.074, weighted_recall: 0.1253, number_of_instances: 20000, precision: 0.2383, predictive_accuracy: 0.1253, prior_entropy: 4.6998, relative_absolute_error: 0.9117, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2591, root_relative_squared_error: 1.3472, unweighted_recall: 0.1255,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6098, f_measure: 0.3698, kappa: 0.3376, kb_relative_information_score: 0.3627, mean_absolute_error: 0.0499, mean_prior_absolute_error: 0.074, weighted_recall: 0.3632, number_of_instances: 20000, precision: 0.4, predictive_accuracy: 0.3632, prior_entropy: 4.6998, relative_absolute_error: 0.6753, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2176, root_relative_squared_error: 1.1318, unweighted_recall: 0.3624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5428, f_measure: 0.1359, kappa: 0.094, kb_relative_information_score: 0.1189, mean_absolute_error: 0.067, mean_prior_absolute_error: 0.074, weighted_recall: 0.1287, number_of_instances: 20000, precision: 0.1784, predictive_accuracy: 0.1287, prior_entropy: 4.6998, relative_absolute_error: 0.9064, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2586, root_relative_squared_error: 1.345, unweighted_recall: 0.129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9416, kappa: 0.9392, kb_relative_information_score: 0.944, mean_absolute_error: 0.0077, mean_prior_absolute_error: 0.074, weighted_recall: 0.9415, number_of_instances: 20000, precision: 0.9418, predictive_accuracy: 0.9415, prior_entropy: 4.6998, relative_absolute_error: 0.1035, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0581, root_relative_squared_error: 0.302, unweighted_recall: 0.9412,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5189, f_measure: 0.1089, kappa: 0.0613, kb_relative_information_score: 0.0874, mean_absolute_error: 0.0695, mean_prior_absolute_error: 0.074, weighted_recall: 0.0977, number_of_instances: 20000, precision: 0.1612, predictive_accuracy: 0.0977, prior_entropy: 4.6998, relative_absolute_error: 0.9395, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2631, root_relative_squared_error: 1.3681, unweighted_recall: 0.0974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9381, kappa: 0.9355, kb_relative_information_score: 0.9445, mean_absolute_error: 0.0066, mean_prior_absolute_error: 0.074, weighted_recall: 0.938, number_of_instances: 20000, precision: 0.9384, predictive_accuracy: 0.938, prior_entropy: 4.6998, relative_absolute_error: 0.0895, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0605, root_relative_squared_error: 0.3146, unweighted_recall: 0.9377,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.941, kappa: 0.9385, kb_relative_information_score: 0.9411, mean_absolute_error: 0.0085, mean_prior_absolute_error: 0.074, weighted_recall: 0.9409, number_of_instances: 20000, precision: 0.9411, predictive_accuracy: 0.9409, prior_entropy: 4.6998, relative_absolute_error: 0.1147, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0587, root_relative_squared_error: 0.3054, unweighted_recall: 0.9407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5315, f_measure: 0.1361, kappa: 0.0924, kb_relative_information_score: 0.1185, mean_absolute_error: 0.0672, mean_prior_absolute_error: 0.074, weighted_recall: 0.1273, number_of_instances: 20000, precision: 0.1914, predictive_accuracy: 0.1273, prior_entropy: 4.6998, relative_absolute_error: 0.9087, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2587, root_relative_squared_error: 1.3453, unweighted_recall: 0.1279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5191, f_measure: 0.1019, kappa: 0.06, kb_relative_information_score: 0.0864, mean_absolute_error: 0.0696, mean_prior_absolute_error: 0.074, weighted_recall: 0.0961, number_of_instances: 20000, precision: 0.1495, predictive_accuracy: 0.0961, prior_entropy: 4.6998, relative_absolute_error: 0.9407, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2634, root_relative_squared_error: 1.3698, unweighted_recall: 0.0962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.8686, kappa: 0.8631, kb_relative_information_score: 0.8702, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.074, weighted_recall: 0.8684, number_of_instances: 20000, precision: 0.8692, predictive_accuracy: 0.8684, prior_entropy: 4.6998, relative_absolute_error: 0.21, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0875, root_relative_squared_error: 0.4552, unweighted_recall: 0.868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.971, f_measure: 0.866, kappa: 0.8604, kb_relative_information_score: 0.8738, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.074, weighted_recall: 0.8658, number_of_instances: 20000, precision: 0.8672, predictive_accuracy: 0.8658, prior_entropy: 4.6998, relative_absolute_error: 0.1846, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0896, root_relative_squared_error: 0.4659, unweighted_recall: 0.8655,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

Using your favorite machine learning environment

Download this task directly in your environment and automatically upload your results

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From your own software

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

OpenML APIs