OpenML
Supervised Classification on vowel

Supervised Classification on vowel

Task 3022 Supervised Classification vowel 18971 runs submitted
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  • OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_50 study_7 study_98 study_99 under100k under1m
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18971 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9378, f_measure: 0.6412, kappa: 0.6078, kb_relative_information_score: 0.5745, mean_absolute_error: 0.1059, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6434, number_of_instances: 990, precision: 0.645, predictive_accuracy: 0.6434, prior_entropy: 3.4594, relative_absolute_error: 0.641, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2184, root_relative_squared_error: 0.7596, unweighted_recall: 0.6434,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9378, f_measure: 0.6412, kappa: 0.6078, kb_relative_information_score: 0.5745, mean_absolute_error: 0.1059, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6434, number_of_instances: 990, precision: 0.645, predictive_accuracy: 0.6434, prior_entropy: 3.4594, relative_absolute_error: 0.641, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2184, root_relative_squared_error: 0.7596, unweighted_recall: 0.6434,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8531, f_measure: 0.286, kappa: 0.3044, kb_relative_information_score: 0.0606, mean_absolute_error: 0.1626, mean_prior_absolute_error: 0.1653, weighted_recall: 0.3677, number_of_instances: 990, precision: 0.3649, predictive_accuracy: 0.3677, prior_entropy: 3.4594, relative_absolute_error: 0.9836, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.283, root_relative_squared_error: 0.9844, unweighted_recall: 0.3677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8531, f_measure: 0.286, kappa: 0.3044, kb_relative_information_score: 0.0606, mean_absolute_error: 0.1626, mean_prior_absolute_error: 0.1653, weighted_recall: 0.3677, number_of_instances: 990, precision: 0.3649, predictive_accuracy: 0.3677, prior_entropy: 3.4594, relative_absolute_error: 0.9836, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.283, root_relative_squared_error: 0.9844, unweighted_recall: 0.3677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8531, f_measure: 0.286, kappa: 0.3044, kb_relative_information_score: 0.0606, mean_absolute_error: 0.1626, mean_prior_absolute_error: 0.1653, weighted_recall: 0.3677, number_of_instances: 990, precision: 0.3649, predictive_accuracy: 0.3677, prior_entropy: 3.4594, relative_absolute_error: 0.9836, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.283, root_relative_squared_error: 0.9844, unweighted_recall: 0.3677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8531, f_measure: 0.286, kappa: 0.3044, kb_relative_information_score: 0.0606, mean_absolute_error: 0.1626, mean_prior_absolute_error: 0.1653, weighted_recall: 0.3677, number_of_instances: 990, precision: 0.3649, predictive_accuracy: 0.3677, prior_entropy: 3.4594, relative_absolute_error: 0.9836, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.283, root_relative_squared_error: 0.9844, unweighted_recall: 0.3677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9378, f_measure: 0.6427, kappa: 0.6089, kb_relative_information_score: 0.5772, mean_absolute_error: 0.1053, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6444, number_of_instances: 990, precision: 0.647, predictive_accuracy: 0.6444, prior_entropy: 3.4594, relative_absolute_error: 0.6373, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.218, root_relative_squared_error: 0.7582, unweighted_recall: 0.6444,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9378, f_measure: 0.6364, kappa: 0.6056, kb_relative_information_score: 0.5623, mean_absolute_error: 0.1088, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6414, number_of_instances: 990, precision: 0.6404, predictive_accuracy: 0.6414, prior_entropy: 3.4594, relative_absolute_error: 0.6583, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2202, root_relative_squared_error: 0.7659, unweighted_recall: 0.6414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9213, f_measure: 0.5383, kappa: 0.5122, kb_relative_information_score: 0.4155, mean_absolute_error: 0.1324, mean_prior_absolute_error: 0.1653, weighted_recall: 0.5566, number_of_instances: 990, precision: 0.5499, predictive_accuracy: 0.5566, prior_entropy: 3.4594, relative_absolute_error: 0.801, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.8516, unweighted_recall: 0.5566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9213, f_measure: 0.5383, kappa: 0.5122, kb_relative_information_score: 0.4155, mean_absolute_error: 0.1324, mean_prior_absolute_error: 0.1653, weighted_recall: 0.5566, number_of_instances: 990, precision: 0.5499, predictive_accuracy: 0.5566, prior_entropy: 3.4594, relative_absolute_error: 0.801, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.8516, unweighted_recall: 0.5566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9343, f_measure: 0.6049, kappa: 0.5767, kb_relative_information_score: 0.5131, mean_absolute_error: 0.1181, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6152, number_of_instances: 990, precision: 0.6098, predictive_accuracy: 0.6152, prior_entropy: 3.4594, relative_absolute_error: 0.7143, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2289, root_relative_squared_error: 0.7961, unweighted_recall: 0.6152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9343, f_measure: 0.6049, kappa: 0.5767, kb_relative_information_score: 0.5131, mean_absolute_error: 0.1181, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6152, number_of_instances: 990, precision: 0.6098, predictive_accuracy: 0.6152, prior_entropy: 3.4594, relative_absolute_error: 0.7143, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2289, root_relative_squared_error: 0.7961, unweighted_recall: 0.6152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9318, f_measure: 0.5889, kappa: 0.5644, kb_relative_information_score: 0.4955, mean_absolute_error: 0.1208, mean_prior_absolute_error: 0.1653, weighted_recall: 0.604, number_of_instances: 990, precision: 0.5932, predictive_accuracy: 0.604, prior_entropy: 3.4594, relative_absolute_error: 0.7311, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2318, root_relative_squared_error: 0.8063, unweighted_recall: 0.604,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9318, f_measure: 0.5889, kappa: 0.5644, kb_relative_information_score: 0.4955, mean_absolute_error: 0.1208, mean_prior_absolute_error: 0.1653, weighted_recall: 0.604, number_of_instances: 990, precision: 0.5932, predictive_accuracy: 0.604, prior_entropy: 3.4594, relative_absolute_error: 0.7311, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2318, root_relative_squared_error: 0.8063, unweighted_recall: 0.604,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9318, f_measure: 0.5889, kappa: 0.5644, kb_relative_information_score: 0.4955, mean_absolute_error: 0.1208, mean_prior_absolute_error: 0.1653, weighted_recall: 0.604, number_of_instances: 990, precision: 0.5932, predictive_accuracy: 0.604, prior_entropy: 3.4594, relative_absolute_error: 0.7311, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2318, root_relative_squared_error: 0.8063, unweighted_recall: 0.604,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9318, f_measure: 0.5889, kappa: 0.5644, kb_relative_information_score: 0.4955, mean_absolute_error: 0.1208, mean_prior_absolute_error: 0.1653, weighted_recall: 0.604, number_of_instances: 990, precision: 0.5932, predictive_accuracy: 0.604, prior_entropy: 3.4594, relative_absolute_error: 0.7311, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2318, root_relative_squared_error: 0.8063, unweighted_recall: 0.604,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9386, f_measure: 0.6485, kappa: 0.6133, kb_relative_information_score: 0.5786, mean_absolute_error: 0.1051, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6485, number_of_instances: 990, precision: 0.6579, predictive_accuracy: 0.6485, prior_entropy: 3.4594, relative_absolute_error: 0.636, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2185, root_relative_squared_error: 0.76, unweighted_recall: 0.6485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8994, f_measure: 0.8168, kappa: 0.7989, kb_relative_information_score: 0.8099, mean_absolute_error: 0.0332, mean_prior_absolute_error: 0.1653, weighted_recall: 0.8172, number_of_instances: 990, precision: 0.8178, predictive_accuracy: 0.8172, prior_entropy: 3.4594, relative_absolute_error: 0.2011, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1823, root_relative_squared_error: 0.6342, unweighted_recall: 0.8172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8989, f_measure: 0.8158, kappa: 0.7978, kb_relative_information_score: 0.8089, mean_absolute_error: 0.0334, mean_prior_absolute_error: 0.1653, weighted_recall: 0.8162, number_of_instances: 990, precision: 0.8168, predictive_accuracy: 0.8162, prior_entropy: 3.4594, relative_absolute_error: 0.2022, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1828, root_relative_squared_error: 0.636, unweighted_recall: 0.8162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9584, kappa: 0.9544, kb_relative_information_score: 0.8238, mean_absolute_error: 0.0574, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9586, number_of_instances: 990, precision: 0.9586, predictive_accuracy: 0.9586, prior_entropy: 3.4594, relative_absolute_error: 0.347, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1265, root_relative_squared_error: 0.4401, unweighted_recall: 0.9586,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9808, f_measure: 0.8144, kappa: 0.8011, kb_relative_information_score: 0.4047, mean_absolute_error: 0.1362, mean_prior_absolute_error: 0.1653, weighted_recall: 0.8192, number_of_instances: 990, precision: 0.8247, predictive_accuracy: 0.8192, prior_entropy: 3.4594, relative_absolute_error: 0.8243, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2427, root_relative_squared_error: 0.8442, unweighted_recall: 0.8192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9778, f_measure: 0.7837, kappa: 0.7689, kb_relative_information_score: 0.4587, mean_absolute_error: 0.1298, mean_prior_absolute_error: 0.1653, weighted_recall: 0.7899, number_of_instances: 990, precision: 0.7905, predictive_accuracy: 0.7899, prior_entropy: 3.4594, relative_absolute_error: 0.7853, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2348, root_relative_squared_error: 0.8166, unweighted_recall: 0.7899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9289, kappa: 0.9222, kb_relative_information_score: 0.5947, mean_absolute_error: 0.1103, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9293, number_of_instances: 990, precision: 0.9318, predictive_accuracy: 0.9293, prior_entropy: 3.4594, relative_absolute_error: 0.6675, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2015, root_relative_squared_error: 0.701, unweighted_recall: 0.9293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9727, kappa: 0.97, kb_relative_information_score: 0.8219, mean_absolute_error: 0.0591, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9727, number_of_instances: 990, precision: 0.9732, predictive_accuracy: 0.9727, prior_entropy: 3.4594, relative_absolute_error: 0.3574, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1242, root_relative_squared_error: 0.432, unweighted_recall: 0.9727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9645, kappa: 0.9611, kb_relative_information_score: 0.7401, mean_absolute_error: 0.0799, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9646, number_of_instances: 990, precision: 0.9657, predictive_accuracy: 0.9646, prior_entropy: 3.4594, relative_absolute_error: 0.4837, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.155, root_relative_squared_error: 0.5392, unweighted_recall: 0.9646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.8796, kappa: 0.8689, kb_relative_information_score: 0.7499, mean_absolute_error: 0.0741, mean_prior_absolute_error: 0.1653, weighted_recall: 0.8808, number_of_instances: 990, precision: 0.8815, predictive_accuracy: 0.8808, prior_entropy: 3.4594, relative_absolute_error: 0.4484, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1601, root_relative_squared_error: 0.557, unweighted_recall: 0.8808,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9768, kappa: 0.9744, kb_relative_information_score: 0.8517, mean_absolute_error: 0.0498, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9768, number_of_instances: 990, precision: 0.9771, predictive_accuracy: 0.9768, prior_entropy: 3.4594, relative_absolute_error: 0.301, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1098, root_relative_squared_error: 0.3821, unweighted_recall: 0.9768,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9676, kappa: 0.9644, kb_relative_information_score: 0.7477, mean_absolute_error: 0.0783, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9677, number_of_instances: 990, precision: 0.9683, predictive_accuracy: 0.9677, prior_entropy: 3.4594, relative_absolute_error: 0.4735, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1519, root_relative_squared_error: 0.5285, unweighted_recall: 0.9677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9635, kappa: 0.96, kb_relative_information_score: 0.8728, mean_absolute_error: 0.0424, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9636, number_of_instances: 990, precision: 0.9636, predictive_accuracy: 0.9636, prior_entropy: 3.4594, relative_absolute_error: 0.2563, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1069, root_relative_squared_error: 0.3718, unweighted_recall: 0.9636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.8426, kappa: 0.8278, kb_relative_information_score: 0.7392, mean_absolute_error: 0.0746, mean_prior_absolute_error: 0.1653, weighted_recall: 0.8434, number_of_instances: 990, precision: 0.8452, predictive_accuracy: 0.8434, prior_entropy: 3.4594, relative_absolute_error: 0.4516, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1651, root_relative_squared_error: 0.5743, unweighted_recall: 0.8434,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9655, f_measure: 0.6786, kappa: 0.6489, kb_relative_information_score: 0.5969, mean_absolute_error: 0.1023, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6808, number_of_instances: 990, precision: 0.6835, predictive_accuracy: 0.6808, prior_entropy: 3.4594, relative_absolute_error: 0.6191, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2077, root_relative_squared_error: 0.7226, unweighted_recall: 0.6808,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9821, f_measure: 0.8286, kappa: 0.8133, kb_relative_information_score: 0.4563, mean_absolute_error: 0.1297, mean_prior_absolute_error: 0.1653, weighted_recall: 0.8303, number_of_instances: 990, precision: 0.8341, predictive_accuracy: 0.8303, prior_entropy: 3.4594, relative_absolute_error: 0.7847, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2334, root_relative_squared_error: 0.812, unweighted_recall: 0.8303,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.898, kappa: 0.8889, kb_relative_information_score: 0.74, mean_absolute_error: 0.078, mean_prior_absolute_error: 0.1653, weighted_recall: 0.899, number_of_instances: 990, precision: 0.8992, predictive_accuracy: 0.899, prior_entropy: 3.4594, relative_absolute_error: 0.4719, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1621, root_relative_squared_error: 0.5637, unweighted_recall: 0.899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9737, kappa: 0.9711, kb_relative_information_score: 0.8649, mean_absolute_error: 0.0462, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9737, number_of_instances: 990, precision: 0.9741, predictive_accuracy: 0.9737, prior_entropy: 3.4594, relative_absolute_error: 0.2792, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.106, root_relative_squared_error: 0.3687, unweighted_recall: 0.9737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9635, kappa: 0.96, kb_relative_information_score: 0.8249, mean_absolute_error: 0.0579, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9636, number_of_instances: 990, precision: 0.9638, predictive_accuracy: 0.9636, prior_entropy: 3.4594, relative_absolute_error: 0.3504, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1251, root_relative_squared_error: 0.4351, unweighted_recall: 0.9636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9727, kappa: 0.97, kb_relative_information_score: 0.8549, mean_absolute_error: 0.0489, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9727, number_of_instances: 990, precision: 0.9728, predictive_accuracy: 0.9727, prior_entropy: 3.4594, relative_absolute_error: 0.2959, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1113, root_relative_squared_error: 0.387, unweighted_recall: 0.9727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9798, kappa: 0.9778, kb_relative_information_score: 0.8572, mean_absolute_error: 0.0484, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9798, number_of_instances: 990, precision: 0.9801, predictive_accuracy: 0.9798, prior_entropy: 3.4594, relative_absolute_error: 0.2929, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1082, root_relative_squared_error: 0.3765, unweighted_recall: 0.9798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9484, kappa: 0.9433, kb_relative_information_score: 0.8355, mean_absolute_error: 0.0538, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9485, number_of_instances: 990, precision: 0.9488, predictive_accuracy: 0.9485, prior_entropy: 3.4594, relative_absolute_error: 0.3252, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1237, root_relative_squared_error: 0.4303, unweighted_recall: 0.9485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.8726, kappa: 0.8611, kb_relative_information_score: 0.736, mean_absolute_error: 0.0775, mean_prior_absolute_error: 0.1653, weighted_recall: 0.8737, number_of_instances: 990, precision: 0.8743, predictive_accuracy: 0.8737, prior_entropy: 3.4594, relative_absolute_error: 0.4689, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1646, root_relative_squared_error: 0.5726, unweighted_recall: 0.8737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9738, kappa: 0.9711, kb_relative_information_score: 0.8043, mean_absolute_error: 0.0637, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9737, number_of_instances: 990, precision: 0.9742, predictive_accuracy: 0.9737, prior_entropy: 3.4594, relative_absolute_error: 0.3853, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1297, root_relative_squared_error: 0.451, unweighted_recall: 0.9737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9687, kappa: 0.9656, kb_relative_information_score: 0.8026, mean_absolute_error: 0.0641, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9687, number_of_instances: 990, precision: 0.9694, predictive_accuracy: 0.9687, prior_entropy: 3.4594, relative_absolute_error: 0.3879, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1324, root_relative_squared_error: 0.4604, unweighted_recall: 0.9687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9717, kappa: 0.9689, kb_relative_information_score: 0.7712, mean_absolute_error: 0.0724, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9717, number_of_instances: 990, precision: 0.9721, predictive_accuracy: 0.9717, prior_entropy: 3.4594, relative_absolute_error: 0.4381, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1431, root_relative_squared_error: 0.4979, unweighted_recall: 0.9717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9509, f_measure: 0.6553, kappa: 0.6389, kb_relative_information_score: 0.2228, mean_absolute_error: 0.153, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6717, number_of_instances: 990, precision: 0.6971, predictive_accuracy: 0.6717, prior_entropy: 3.4594, relative_absolute_error: 0.9255, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.268, root_relative_squared_error: 0.9323, unweighted_recall: 0.6717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9512, kappa: 0.9467, kb_relative_information_score: 0.7124, mean_absolute_error: 0.0866, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9515, number_of_instances: 990, precision: 0.9534, predictive_accuracy: 0.9515, prior_entropy: 3.4594, relative_absolute_error: 0.524, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.166, root_relative_squared_error: 0.5776, unweighted_recall: 0.9515,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9659, f_measure: 0.6947, kappa: 0.6656, kb_relative_information_score: 0.6126, mean_absolute_error: 0.0983, mean_prior_absolute_error: 0.1653, weighted_recall: 0.696, number_of_instances: 990, precision: 0.6997, predictive_accuracy: 0.696, prior_entropy: 3.4594, relative_absolute_error: 0.5948, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2045, root_relative_squared_error: 0.7115, unweighted_recall: 0.696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.911, kappa: 0.9033, kb_relative_information_score: 0.6105, mean_absolute_error: 0.107, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9121, number_of_instances: 990, precision: 0.9149, predictive_accuracy: 0.9121, prior_entropy: 3.4594, relative_absolute_error: 0.6471, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1991, root_relative_squared_error: 0.6926, unweighted_recall: 0.9121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9707, kappa: 0.9678, kb_relative_information_score: 0.854, mean_absolute_error: 0.049, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9707, number_of_instances: 990, precision: 0.9708, predictive_accuracy: 0.9707, prior_entropy: 3.4594, relative_absolute_error: 0.2967, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1123, root_relative_squared_error: 0.3905, unweighted_recall: 0.9707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9636, kappa: 0.96, kb_relative_information_score: 0.7664, mean_absolute_error: 0.0734, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9636, number_of_instances: 990, precision: 0.9641, predictive_accuracy: 0.9636, prior_entropy: 3.4594, relative_absolute_error: 0.4441, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1473, root_relative_squared_error: 0.5122, unweighted_recall: 0.9636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9757, kappa: 0.9733, kb_relative_information_score: 0.8182, mean_absolute_error: 0.0599, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9758, number_of_instances: 990, precision: 0.9763, predictive_accuracy: 0.9758, prior_entropy: 3.4594, relative_absolute_error: 0.3623, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1248, root_relative_squared_error: 0.4341, unweighted_recall: 0.9758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9594, kappa: 0.9556, kb_relative_information_score: 0.7678, mean_absolute_error: 0.073, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9596, number_of_instances: 990, precision: 0.9604, predictive_accuracy: 0.9596, prior_entropy: 3.4594, relative_absolute_error: 0.4419, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.146, root_relative_squared_error: 0.5078, unweighted_recall: 0.9596,

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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