Task
Supervised Classification on vowel

Supervised Classification on vowel

Task 3022 Supervised Classification vowel 18771 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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18771 Runs

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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,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9756, f_measure: 0.7946, kappa: 0.7789, kb_relative_information_score: 0.3315, mean_absolute_error: 0.1439, mean_prior_absolute_error: 0.1653, weighted_recall: 0.799, number_of_instances: 990, precision: 0.8128, predictive_accuracy: 0.799, prior_entropy: 3.4594, relative_absolute_error: 0.8706, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.254, root_relative_squared_error: 0.8836, unweighted_recall: 0.799,
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,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9594, kappa: 0.9556, kb_relative_information_score: 0.8105, mean_absolute_error: 0.0618, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9596, number_of_instances: 990, precision: 0.9597, predictive_accuracy: 0.9596, prior_entropy: 3.4594, relative_absolute_error: 0.3737, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1314, root_relative_squared_error: 0.4572, unweighted_recall: 0.9596,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9676, kappa: 0.9644, kb_relative_information_score: 0.7887, mean_absolute_error: 0.0677, 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: 0.4098, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.136, root_relative_squared_error: 0.473, unweighted_recall: 0.9677,
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,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9778, kappa: 0.9756, kb_relative_information_score: 0.8522, mean_absolute_error: 0.0496, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9778, number_of_instances: 990, precision: 0.9782, predictive_accuracy: 0.9778, prior_entropy: 3.4594, relative_absolute_error: 0.2998, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1098, root_relative_squared_error: 0.3818, unweighted_recall: 0.9778,
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,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9626, kappa: 0.9589, kb_relative_information_score: 0.8576, mean_absolute_error: 0.048, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9626, number_of_instances: 990, precision: 0.963, predictive_accuracy: 0.9626, prior_entropy: 3.4594, relative_absolute_error: 0.2905, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1123, root_relative_squared_error: 0.3905, unweighted_recall: 0.9626,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9757, kappa: 0.9733, kb_relative_information_score: 0.8297, mean_absolute_error: 0.0562, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9758, number_of_instances: 990, precision: 0.9761, predictive_accuracy: 0.9758, prior_entropy: 3.4594, relative_absolute_error: 0.3401, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1193, root_relative_squared_error: 0.4149, unweighted_recall: 0.9758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, f_measure: 0.8327, kappa: 0.8178, kb_relative_information_score: 0.7321, mean_absolute_error: 0.0767, mean_prior_absolute_error: 0.1653, weighted_recall: 0.8343, number_of_instances: 990, precision: 0.8353, predictive_accuracy: 0.8343, prior_entropy: 3.4594, relative_absolute_error: 0.4637, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.169, root_relative_squared_error: 0.5878, unweighted_recall: 0.8343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9288, kappa: 0.9222, kb_relative_information_score: 0.6329, mean_absolute_error: 0.103, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9293, number_of_instances: 990, precision: 0.9304, predictive_accuracy: 0.9293, prior_entropy: 3.4594, relative_absolute_error: 0.6231, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1933, root_relative_squared_error: 0.6722, unweighted_recall: 0.9293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9653, f_measure: 0.7203, kappa: 0.7044, kb_relative_information_score: 0.305, mean_absolute_error: 0.1464, mean_prior_absolute_error: 0.1653, weighted_recall: 0.7313, number_of_instances: 990, precision: 0.7437, predictive_accuracy: 0.7313, prior_entropy: 3.4594, relative_absolute_error: 0.8859, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2583, root_relative_squared_error: 0.8984, unweighted_recall: 0.7313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9585, kappa: 0.9544, kb_relative_information_score: 0.8878, mean_absolute_error: 0.0368, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9586, number_of_instances: 990, precision: 0.9587, predictive_accuracy: 0.9586, prior_entropy: 3.4594, relative_absolute_error: 0.2228, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1027, root_relative_squared_error: 0.3574, unweighted_recall: 0.9586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.8439, kappa: 0.83, kb_relative_information_score: 0.7392, mean_absolute_error: 0.0748, mean_prior_absolute_error: 0.1653, weighted_recall: 0.8455, number_of_instances: 990, precision: 0.8472, predictive_accuracy: 0.8455, prior_entropy: 3.4594, relative_absolute_error: 0.4525, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1665, root_relative_squared_error: 0.5792, unweighted_recall: 0.8455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9737, kappa: 0.9711, kb_relative_information_score: 0.8095, mean_absolute_error: 0.0621, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9737, number_of_instances: 990, precision: 0.9743, predictive_accuracy: 0.9737, prior_entropy: 3.4594, relative_absolute_error: 0.3756, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1276, root_relative_squared_error: 0.4438, unweighted_recall: 0.9737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9287, kappa: 0.9222, kb_relative_information_score: 0.8442, mean_absolute_error: 0.05, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9293, number_of_instances: 990, precision: 0.93, predictive_accuracy: 0.9293, prior_entropy: 3.4594, relative_absolute_error: 0.3028, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1232, root_relative_squared_error: 0.4287, unweighted_recall: 0.9293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9461, kappa: 0.9411, kb_relative_information_score: 0.6343, mean_absolute_error: 0.1032, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9465, number_of_instances: 990, precision: 0.9474, predictive_accuracy: 0.9465, prior_entropy: 3.4594, relative_absolute_error: 0.6241, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1905, root_relative_squared_error: 0.6626, unweighted_recall: 0.9465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.9133, kappa: 0.9056, kb_relative_information_score: 0.7509, mean_absolute_error: 0.0762, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9141, number_of_instances: 990, precision: 0.9139, predictive_accuracy: 0.9141, prior_entropy: 3.4594, relative_absolute_error: 0.461, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1571, root_relative_squared_error: 0.5464, unweighted_recall: 0.9141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9595, kappa: 0.9556, kb_relative_information_score: 0.8401, mean_absolute_error: 0.053, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9596, number_of_instances: 990, precision: 0.96, predictive_accuracy: 0.9596, prior_entropy: 3.4594, relative_absolute_error: 0.3204, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.119, root_relative_squared_error: 0.4139, unweighted_recall: 0.9596,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9666, kappa: 0.9633, kb_relative_information_score: 0.8456, mean_absolute_error: 0.0512, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9667, number_of_instances: 990, precision: 0.9667, predictive_accuracy: 0.9667, prior_entropy: 3.4594, relative_absolute_error: 0.3097, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1171, root_relative_squared_error: 0.4074, unweighted_recall: 0.9667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9519, f_measure: 0.6673, kappa: 0.6478, kb_relative_information_score: 0.2307, mean_absolute_error: 0.1521, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6798, number_of_instances: 990, precision: 0.6993, predictive_accuracy: 0.6798, prior_entropy: 3.4594, relative_absolute_error: 0.9204, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2666, root_relative_squared_error: 0.9275, unweighted_recall: 0.6798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9276, kappa: 0.9211, kb_relative_information_score: 0.7076, mean_absolute_error: 0.0871, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9283, number_of_instances: 990, precision: 0.9286, predictive_accuracy: 0.9283, prior_entropy: 3.4594, relative_absolute_error: 0.5272, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.17, root_relative_squared_error: 0.5915, unweighted_recall: 0.9283,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9762, f_measure: 0.7744, kappa: 0.7589, kb_relative_information_score: 0.3806, mean_absolute_error: 0.1392, mean_prior_absolute_error: 0.1653, weighted_recall: 0.7808, number_of_instances: 990, precision: 0.7949, predictive_accuracy: 0.7808, prior_entropy: 3.4594, relative_absolute_error: 0.8421, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2475, root_relative_squared_error: 0.861, unweighted_recall: 0.7808,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9726, kappa: 0.97, kb_relative_information_score: 0.8364, mean_absolute_error: 0.0548, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9727, number_of_instances: 990, precision: 0.9729, predictive_accuracy: 0.9727, prior_entropy: 3.4594, relative_absolute_error: 0.3317, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1192, root_relative_squared_error: 0.4146, unweighted_recall: 0.9727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9033, kappa: 0.8956, kb_relative_information_score: 0.5505, mean_absolute_error: 0.1172, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9051, number_of_instances: 990, precision: 0.9101, predictive_accuracy: 0.9051, prior_entropy: 3.4594, relative_absolute_error: 0.7091, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2133, root_relative_squared_error: 0.7421, unweighted_recall: 0.9051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9228, kappa: 0.9156, kb_relative_information_score: 0.813, mean_absolute_error: 0.0588, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9232, number_of_instances: 990, precision: 0.9234, predictive_accuracy: 0.9232, prior_entropy: 3.4594, relative_absolute_error: 0.3559, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1359, root_relative_squared_error: 0.4728, unweighted_recall: 0.9232,
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,
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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,
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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,
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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,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.93, kappa: 0.9233, kb_relative_information_score: 0.8165, mean_absolute_error: 0.0586, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9303, number_of_instances: 990, precision: 0.9303, predictive_accuracy: 0.9303, prior_entropy: 3.4594, relative_absolute_error: 0.3545, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1332, root_relative_squared_error: 0.4632, unweighted_recall: 0.9303,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.8932, kappa: 0.8833, kb_relative_information_score: 0.7757, mean_absolute_error: 0.0685, mean_prior_absolute_error: 0.1653, weighted_recall: 0.8939, number_of_instances: 990, precision: 0.8943, predictive_accuracy: 0.8939, prior_entropy: 3.4594, relative_absolute_error: 0.4143, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1505, root_relative_squared_error: 0.5235, unweighted_recall: 0.8939,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.903, kappa: 0.8944, kb_relative_information_score: 0.6064, mean_absolute_error: 0.1077, mean_prior_absolute_error: 0.1653, weighted_recall: 0.904, number_of_instances: 990, precision: 0.907, predictive_accuracy: 0.904, prior_entropy: 3.4594, relative_absolute_error: 0.6519, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2003, root_relative_squared_error: 0.6969, unweighted_recall: 0.904,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9854, f_measure: 0.7921, kappa: 0.7756, kb_relative_information_score: 0.6432, mean_absolute_error: 0.0977, mean_prior_absolute_error: 0.1653, weighted_recall: 0.796, number_of_instances: 990, precision: 0.7944, predictive_accuracy: 0.796, prior_entropy: 3.4594, relative_absolute_error: 0.5911, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1926, root_relative_squared_error: 0.6698, unweighted_recall: 0.796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9617, kappa: 0.9578, kb_relative_information_score: 0.735, mean_absolute_error: 0.0811, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9616, number_of_instances: 990, precision: 0.9628, predictive_accuracy: 0.9616, prior_entropy: 3.4594, relative_absolute_error: 0.4905, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1568, root_relative_squared_error: 0.5454, unweighted_recall: 0.9616,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.9046, kappa: 0.8956, kb_relative_information_score: 0.7668, mean_absolute_error: 0.0714, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9051, number_of_instances: 990, precision: 0.9054, predictive_accuracy: 0.9051, prior_entropy: 3.4594, relative_absolute_error: 0.4318, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.153, root_relative_squared_error: 0.5322, unweighted_recall: 0.9051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9594, kappa: 0.9556, kb_relative_information_score: 0.8594, mean_absolute_error: 0.0463, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9596, number_of_instances: 990, precision: 0.9596, predictive_accuracy: 0.9596, prior_entropy: 3.4594, relative_absolute_error: 0.2804, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1135, root_relative_squared_error: 0.3947, unweighted_recall: 0.9596,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9473, kappa: 0.9422, kb_relative_information_score: 0.8069, mean_absolute_error: 0.0617, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9475, number_of_instances: 990, precision: 0.9477, predictive_accuracy: 0.9475, prior_entropy: 3.4594, relative_absolute_error: 0.3736, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1341, root_relative_squared_error: 0.4663, unweighted_recall: 0.9475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9706, kappa: 0.9678, kb_relative_information_score: 0.785, mean_absolute_error: 0.0689, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9707, number_of_instances: 990, precision: 0.9712, predictive_accuracy: 0.9707, prior_entropy: 3.4594, relative_absolute_error: 0.4171, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1387, root_relative_squared_error: 0.4826, unweighted_recall: 0.9707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.8857, kappa: 0.8756, kb_relative_information_score: 0.7051, mean_absolute_error: 0.0862, mean_prior_absolute_error: 0.1653, weighted_recall: 0.8869, number_of_instances: 990, precision: 0.8873, predictive_accuracy: 0.8869, prior_entropy: 3.4594, relative_absolute_error: 0.5215, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1735, root_relative_squared_error: 0.6035, unweighted_recall: 0.8869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9645, kappa: 0.9611, kb_relative_information_score: 0.8383, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9646, number_of_instances: 990, precision: 0.9649, predictive_accuracy: 0.9646, prior_entropy: 3.4594, relative_absolute_error: 0.3226, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1202, root_relative_squared_error: 0.4182, unweighted_recall: 0.9646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9717, kappa: 0.9689, kb_relative_information_score: 0.8454, mean_absolute_error: 0.0519, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9717, number_of_instances: 990, precision: 0.9722, predictive_accuracy: 0.9717, prior_entropy: 3.4594, relative_absolute_error: 0.3139, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1148, root_relative_squared_error: 0.3994, unweighted_recall: 0.9717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9666, kappa: 0.9633, kb_relative_information_score: 0.7569, mean_absolute_error: 0.076, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9667, number_of_instances: 990, precision: 0.9675, predictive_accuracy: 0.9667, prior_entropy: 3.4594, relative_absolute_error: 0.4597, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1479, root_relative_squared_error: 0.5143, unweighted_recall: 0.9667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9717, kappa: 0.9689, kb_relative_information_score: 0.7895, mean_absolute_error: 0.0676, 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: 0.4087, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.135, root_relative_squared_error: 0.4698, unweighted_recall: 0.9717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9768, kappa: 0.9744, kb_relative_information_score: 0.8164, mean_absolute_error: 0.0604, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9768, number_of_instances: 990, precision: 0.977, predictive_accuracy: 0.9768, prior_entropy: 3.4594, relative_absolute_error: 0.3653, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1251, root_relative_squared_error: 0.4352, unweighted_recall: 0.9768,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9747, kappa: 0.9722, kb_relative_information_score: 0.8844, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9747, number_of_instances: 990, precision: 0.9748, predictive_accuracy: 0.9747, prior_entropy: 3.4594, relative_absolute_error: 0.2411, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0981, root_relative_squared_error: 0.3411, unweighted_recall: 0.9747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9398, kappa: 0.9344, kb_relative_information_score: 0.7494, mean_absolute_error: 0.0774, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9404, number_of_instances: 990, precision: 0.9403, predictive_accuracy: 0.9404, prior_entropy: 3.4594, relative_absolute_error: 0.468, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1555, root_relative_squared_error: 0.5411, unweighted_recall: 0.9404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9645, kappa: 0.9611, kb_relative_information_score: 0.7826, mean_absolute_error: 0.0692, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9646, number_of_instances: 990, precision: 0.9658, predictive_accuracy: 0.9646, prior_entropy: 3.4594, relative_absolute_error: 0.4184, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1391, root_relative_squared_error: 0.4837, unweighted_recall: 0.9646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9803, f_measure: 0.7777, kappa: 0.76, kb_relative_information_score: 0.6716, mean_absolute_error: 0.0896, mean_prior_absolute_error: 0.1653, weighted_recall: 0.7818, number_of_instances: 990, precision: 0.7814, predictive_accuracy: 0.7818, prior_entropy: 3.4594, relative_absolute_error: 0.5418, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1879, root_relative_squared_error: 0.6535, unweighted_recall: 0.7818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.848, kappa: 0.8344, kb_relative_information_score: 0.7436, mean_absolute_error: 0.0746, mean_prior_absolute_error: 0.1653, weighted_recall: 0.8495, number_of_instances: 990, precision: 0.8509, predictive_accuracy: 0.8495, prior_entropy: 3.4594, relative_absolute_error: 0.4511, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1643, root_relative_squared_error: 0.5713, unweighted_recall: 0.8495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.8993, kappa: 0.89, kb_relative_information_score: 0.8005, mean_absolute_error: 0.0609, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9, number_of_instances: 990, precision: 0.9006, predictive_accuracy: 0.9, prior_entropy: 3.4594, relative_absolute_error: 0.3687, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1433, root_relative_squared_error: 0.4985, unweighted_recall: 0.9,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9422, kappa: 0.9367, kb_relative_information_score: 0.6913, mean_absolute_error: 0.0913, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9424, number_of_instances: 990, precision: 0.9437, predictive_accuracy: 0.9424, prior_entropy: 3.4594, relative_absolute_error: 0.5523, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1743, root_relative_squared_error: 0.6064, unweighted_recall: 0.9424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.8998, kappa: 0.89, kb_relative_information_score: 0.889, mean_absolute_error: 0.0322, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9, number_of_instances: 990, precision: 0.9008, predictive_accuracy: 0.9, prior_entropy: 3.4594, relative_absolute_error: 0.1947, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.113, root_relative_squared_error: 0.393, unweighted_recall: 0.9,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9621, f_measure: 0.7334, kappa: 0.7156, kb_relative_information_score: 0.2608, mean_absolute_error: 0.1499, mean_prior_absolute_error: 0.1653, weighted_recall: 0.7414, number_of_instances: 990, precision: 0.7581, predictive_accuracy: 0.7414, prior_entropy: 3.4594, relative_absolute_error: 0.9068, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2632, root_relative_squared_error: 0.9155, unweighted_recall: 0.7414,

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

OpenML APIs