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: 0.4881, f_measure: 0.0294, kappa: -0.0678, kb_relative_information_score: 0.0084, mean_absolute_error: 0.175, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0293, number_of_instances: 990, precision: 0.0296, predictive_accuracy: 0.0293, prior_entropy: 3.4594, relative_absolute_error: 1.0585, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3895, root_relative_squared_error: 1.3549, unweighted_recall: 0.0293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4716, f_measure: 0.0235, kappa: -0.0733, kb_relative_information_score: 0.0127, mean_absolute_error: 0.1734, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0242, number_of_instances: 990, precision: 0.0227, predictive_accuracy: 0.0242, prior_entropy: 3.4594, relative_absolute_error: 1.0489, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3587, root_relative_squared_error: 1.2478, unweighted_recall: 0.0242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4967, f_measure: 0.019, kappa: -0.0789, kb_relative_information_score: 0.0007, mean_absolute_error: 0.1759, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0192, number_of_instances: 990, precision: 0.0188, predictive_accuracy: 0.0192, prior_entropy: 3.4594, relative_absolute_error: 1.064, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3924, root_relative_squared_error: 1.3651, unweighted_recall: 0.0192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4923, f_measure: 0.0346, kappa: -0.0611, kb_relative_information_score: 0.0318, mean_absolute_error: 0.1717, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0354, number_of_instances: 990, precision: 0.0339, predictive_accuracy: 0.0354, prior_entropy: 3.4594, relative_absolute_error: 1.0388, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3578, root_relative_squared_error: 1.2447, unweighted_recall: 0.0354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.465, f_measure: 0.0107, kappa: -0.0878, kb_relative_information_score: -0.0246, mean_absolute_error: 0.1795, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0111, number_of_instances: 990, precision: 0.0104, predictive_accuracy: 0.0111, prior_entropy: 3.4594, relative_absolute_error: 1.086, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.416, root_relative_squared_error: 1.4471, unweighted_recall: 0.0111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4693, f_measure: 0.0179, kappa: -0.08, kb_relative_information_score: -0.0174, mean_absolute_error: 0.1783, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0182, number_of_instances: 990, precision: 0.0177, predictive_accuracy: 0.0182, prior_entropy: 3.4594, relative_absolute_error: 1.079, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4129, root_relative_squared_error: 1.4363, unweighted_recall: 0.0182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4668, f_measure: 0.0129, kappa: -0.0856, kb_relative_information_score: -0.0158, mean_absolute_error: 0.1782, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0131, number_of_instances: 990, precision: 0.0127, predictive_accuracy: 0.0131, prior_entropy: 3.4594, relative_absolute_error: 1.0783, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4051, root_relative_squared_error: 1.4092, unweighted_recall: 0.0131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.487, f_measure: 0.024, kappa: -0.0733, kb_relative_information_score: -0.0037, mean_absolute_error: 0.1766, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0242, number_of_instances: 990, precision: 0.0237, predictive_accuracy: 0.0242, prior_entropy: 3.4594, relative_absolute_error: 1.0684, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4022, root_relative_squared_error: 1.3989, unweighted_recall: 0.0242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4764, f_measure: 0.0139, kappa: -0.0844, kb_relative_information_score: -0.0112, mean_absolute_error: 0.1773, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0141, number_of_instances: 990, precision: 0.0137, predictive_accuracy: 0.0141, prior_entropy: 3.4594, relative_absolute_error: 1.0724, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.394, root_relative_squared_error: 1.3706, unweighted_recall: 0.0141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4958, f_measure: 0.031, kappa: -0.0656, kb_relative_information_score: 0.0156, mean_absolute_error: 0.1741, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0313, number_of_instances: 990, precision: 0.0308, predictive_accuracy: 0.0313, prior_entropy: 3.4594, relative_absolute_error: 1.0535, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3849, root_relative_squared_error: 1.3389, unweighted_recall: 0.0313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4593, f_measure: 0.012, kappa: -0.0867, kb_relative_information_score: -0.0214, mean_absolute_error: 0.1791, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0121, number_of_instances: 990, precision: 0.0119, predictive_accuracy: 0.0121, prior_entropy: 3.4594, relative_absolute_error: 1.0835, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4139, root_relative_squared_error: 1.4397, unweighted_recall: 0.0121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4661, f_measure: 0.0118, kappa: -0.0867, kb_relative_information_score: -0.0155, mean_absolute_error: 0.1782, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0121, number_of_instances: 990, precision: 0.0116, predictive_accuracy: 0.0121, prior_entropy: 3.4594, relative_absolute_error: 1.078, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4041, root_relative_squared_error: 1.4057, unweighted_recall: 0.0121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4721, f_measure: 0.013, kappa: -0.0856, kb_relative_information_score: -0.017, mean_absolute_error: 0.1786, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0131, number_of_instances: 990, precision: 0.0129, predictive_accuracy: 0.0131, prior_entropy: 3.4594, relative_absolute_error: 1.0806, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4094, root_relative_squared_error: 1.4243, unweighted_recall: 0.0131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4638, f_measure: 0.0108, kappa: -0.0878, kb_relative_information_score: -0.0191, mean_absolute_error: 0.1788, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0111, number_of_instances: 990, precision: 0.0105, predictive_accuracy: 0.0111, prior_entropy: 3.4594, relative_absolute_error: 1.0816, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4073, root_relative_squared_error: 1.4168, unweighted_recall: 0.0111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4763, f_measure: 0.0158, kappa: -0.0822, kb_relative_information_score: -0.001, mean_absolute_error: 0.1757, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0162, number_of_instances: 990, precision: 0.0155, predictive_accuracy: 0.0162, prior_entropy: 3.4594, relative_absolute_error: 1.0632, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.38, root_relative_squared_error: 1.3218, unweighted_recall: 0.0162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4908, f_measure: 0.0294, kappa: -0.0678, kb_relative_information_score: 0.0147, mean_absolute_error: 0.1743, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0293, number_of_instances: 990, precision: 0.0295, predictive_accuracy: 0.0293, prior_entropy: 3.4594, relative_absolute_error: 1.0544, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3803, root_relative_squared_error: 1.323, unweighted_recall: 0.0293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5362, f_measure: 0.0632, kappa: -0.0267, kb_relative_information_score: 0.0711, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0667, number_of_instances: 990, precision: 0.0691, predictive_accuracy: 0.0667, prior_entropy: 3.4594, relative_absolute_error: 1.0003, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2976, root_relative_squared_error: 1.0352, unweighted_recall: 0.0667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4629, f_measure: 0.009, kappa: -0.09, kb_relative_information_score: -0.0268, mean_absolute_error: 0.1797, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0091, number_of_instances: 990, precision: 0.0089, predictive_accuracy: 0.0091, prior_entropy: 3.4594, relative_absolute_error: 1.0873, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4172, root_relative_squared_error: 1.4513, unweighted_recall: 0.0091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4716, f_measure: 0.021, kappa: -0.0767, kb_relative_information_score: -0.0126, mean_absolute_error: 0.1777, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0212, number_of_instances: 990, precision: 0.0208, predictive_accuracy: 0.0212, prior_entropy: 3.4594, relative_absolute_error: 1.0749, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4102, root_relative_squared_error: 1.427, unweighted_recall: 0.0212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4604, f_measure: 0.0319, kappa: -0.0644, kb_relative_information_score: 0.0074, mean_absolute_error: 0.1748, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0323, number_of_instances: 990, precision: 0.0316, predictive_accuracy: 0.0323, prior_entropy: 3.4594, relative_absolute_error: 1.0573, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3915, root_relative_squared_error: 1.3618, unweighted_recall: 0.0323,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4734, f_measure: 0.016, kappa: -0.0822, kb_relative_information_score: -0.0136, mean_absolute_error: 0.1779, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0162, number_of_instances: 990, precision: 0.0159, predictive_accuracy: 0.0162, prior_entropy: 3.4594, relative_absolute_error: 1.0762, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4099, root_relative_squared_error: 1.426, unweighted_recall: 0.0162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5011, f_measure: 0.0733, kappa: -0.0133, kb_relative_information_score: 0.0457, mean_absolute_error: 0.1671, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0788, number_of_instances: 990, precision: 0.0695, predictive_accuracy: 0.0788, prior_entropy: 3.4594, relative_absolute_error: 1.0111, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4023, root_relative_squared_error: 1.3995, unweighted_recall: 0.0788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4822, f_measure: 0.016, kappa: -0.0822, kb_relative_information_score: 0.0031, mean_absolute_error: 0.1756, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0162, number_of_instances: 990, precision: 0.0159, predictive_accuracy: 0.0162, prior_entropy: 3.4594, relative_absolute_error: 1.0623, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3842, root_relative_squared_error: 1.3363, unweighted_recall: 0.0162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.48, f_measure: 0.0222, kappa: -0.0756, kb_relative_information_score: -0.0103, mean_absolute_error: 0.1774, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0222, number_of_instances: 990, precision: 0.0221, predictive_accuracy: 0.0222, prior_entropy: 3.4594, relative_absolute_error: 1.0732, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4026, root_relative_squared_error: 1.4003, unweighted_recall: 0.0222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4737, f_measure: 0.0109, kappa: -0.0878, kb_relative_information_score: -0.023, mean_absolute_error: 0.1792, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0111, number_of_instances: 990, precision: 0.0108, predictive_accuracy: 0.0111, prior_entropy: 3.4594, relative_absolute_error: 1.0844, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4115, root_relative_squared_error: 1.4313, unweighted_recall: 0.0111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4723, f_measure: 0.0215, kappa: -0.0756, kb_relative_information_score: 0.0102, mean_absolute_error: 0.1742, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0222, number_of_instances: 990, precision: 0.0208, predictive_accuracy: 0.0222, prior_entropy: 3.4594, relative_absolute_error: 1.054, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.367, root_relative_squared_error: 1.2766, unweighted_recall: 0.0222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4868, f_measure: 0.0168, kappa: -0.0811, kb_relative_information_score: -0.011, mean_absolute_error: 0.1774, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0172, number_of_instances: 990, precision: 0.0165, predictive_accuracy: 0.0172, prior_entropy: 3.4594, relative_absolute_error: 1.0731, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3995, root_relative_squared_error: 1.3898, unweighted_recall: 0.0172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4922, f_measure: 0.019, kappa: -0.0789, kb_relative_information_score: -0.0118, mean_absolute_error: 0.1777, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0192, number_of_instances: 990, precision: 0.0188, predictive_accuracy: 0.0192, prior_entropy: 3.4594, relative_absolute_error: 1.0749, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4045, root_relative_squared_error: 1.4071, unweighted_recall: 0.0192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4605, f_measure: 0.01, kappa: -0.0889, kb_relative_information_score: -0.0239, mean_absolute_error: 0.1796, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0101, number_of_instances: 990, precision: 0.0098, predictive_accuracy: 0.0101, prior_entropy: 3.4594, relative_absolute_error: 1.0863, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.417, root_relative_squared_error: 1.4506, unweighted_recall: 0.0101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5085, f_measure: 0.0438, kappa: -0.0489, kb_relative_information_score: 0.0504, mean_absolute_error: 0.1689, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0465, number_of_instances: 990, precision: 0.0418, predictive_accuracy: 0.0465, prior_entropy: 3.4594, relative_absolute_error: 1.0216, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3268, root_relative_squared_error: 1.1369, unweighted_recall: 0.0465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4831, f_measure: 0.0227, kappa: -0.0744, kb_relative_information_score: 0.0086, mean_absolute_error: 0.1747, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0232, number_of_instances: 990, precision: 0.0222, predictive_accuracy: 0.0232, prior_entropy: 3.4594, relative_absolute_error: 1.0572, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3774, root_relative_squared_error: 1.313, unweighted_recall: 0.0232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.535, f_measure: 0.079, kappa: -0.0044, kb_relative_information_score: 0.0818, mean_absolute_error: 0.1648, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0869, number_of_instances: 990, precision: 0.0833, predictive_accuracy: 0.0869, prior_entropy: 3.4594, relative_absolute_error: 0.9968, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2966, root_relative_squared_error: 1.0317, unweighted_recall: 0.0869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5011, f_measure: 0.0239, kappa: -0.0733, kb_relative_information_score: 0.0209, mean_absolute_error: 0.1734, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0242, number_of_instances: 990, precision: 0.0236, predictive_accuracy: 0.0242, prior_entropy: 3.4594, relative_absolute_error: 1.0488, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3713, root_relative_squared_error: 1.2916, unweighted_recall: 0.0242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4601, f_measure: 0.0228, kappa: -0.0744, kb_relative_information_score: -0.0074, mean_absolute_error: 0.1772, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0232, number_of_instances: 990, precision: 0.0223, predictive_accuracy: 0.0232, prior_entropy: 3.4594, relative_absolute_error: 1.0722, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4081, root_relative_squared_error: 1.4194, unweighted_recall: 0.0232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4936, f_measure: 0.0219, kappa: -0.0756, kb_relative_information_score: -0.0073, mean_absolute_error: 0.177, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0222, number_of_instances: 990, precision: 0.0216, predictive_accuracy: 0.0222, prior_entropy: 3.4594, relative_absolute_error: 1.0711, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4051, root_relative_squared_error: 1.4092, unweighted_recall: 0.0222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4681, f_measure: 0.021, kappa: -0.0767, kb_relative_information_score: -0.0115, mean_absolute_error: 0.1776, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0212, number_of_instances: 990, precision: 0.0209, predictive_accuracy: 0.0212, prior_entropy: 3.4594, relative_absolute_error: 1.0744, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4073, root_relative_squared_error: 1.4167, unweighted_recall: 0.0212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4775, f_measure: 0.0242, kappa: -0.0733, kb_relative_information_score: 0.0017, mean_absolute_error: 0.1756, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0242, number_of_instances: 990, precision: 0.0243, predictive_accuracy: 0.0242, prior_entropy: 3.4594, relative_absolute_error: 1.0622, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3949, root_relative_squared_error: 1.3738, unweighted_recall: 0.0242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4745, f_measure: 0.0148, kappa: -0.0833, kb_relative_information_score: -0.0109, mean_absolute_error: 0.1777, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0152, number_of_instances: 990, precision: 0.0145, predictive_accuracy: 0.0152, prior_entropy: 3.4594, relative_absolute_error: 1.0752, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4041, root_relative_squared_error: 1.4056, unweighted_recall: 0.0152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4943, f_measure: 0.0264, kappa: -0.07, kb_relative_information_score: 0.0022, mean_absolute_error: 0.1758, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0273, number_of_instances: 990, precision: 0.0256, predictive_accuracy: 0.0273, prior_entropy: 3.4594, relative_absolute_error: 1.0639, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3949, root_relative_squared_error: 1.3737, unweighted_recall: 0.0273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4887, f_measure: 0.0191, kappa: -0.0789, kb_relative_information_score: -0.0005, mean_absolute_error: 0.1762, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0192, number_of_instances: 990, precision: 0.0189, predictive_accuracy: 0.0192, prior_entropy: 3.4594, relative_absolute_error: 1.0662, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3918, root_relative_squared_error: 1.3627, unweighted_recall: 0.0192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.466, f_measure: 0.01, kappa: -0.0889, kb_relative_information_score: -0.0178, mean_absolute_error: 0.1786, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0101, number_of_instances: 990, precision: 0.0099, predictive_accuracy: 0.0101, prior_entropy: 3.4594, relative_absolute_error: 1.0803, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4031, root_relative_squared_error: 1.4022, unweighted_recall: 0.0101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4905, f_measure: 0.0295, kappa: -0.0667, kb_relative_information_score: 0.0048, mean_absolute_error: 0.1755, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0303, number_of_instances: 990, precision: 0.0287, predictive_accuracy: 0.0303, prior_entropy: 3.4594, relative_absolute_error: 1.0615, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3913, root_relative_squared_error: 1.3612, unweighted_recall: 0.0303,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.473, f_measure: 0.014, kappa: -0.0844, kb_relative_information_score: -0.0187, mean_absolute_error: 0.1786, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0141, number_of_instances: 990, precision: 0.014, predictive_accuracy: 0.0141, prior_entropy: 3.4594, relative_absolute_error: 1.0803, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4087, root_relative_squared_error: 1.4216, unweighted_recall: 0.0141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4711, f_measure: 0.0164, kappa: -0.0822, kb_relative_information_score: -0.0174, mean_absolute_error: 0.1785, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0162, number_of_instances: 990, precision: 0.0166, predictive_accuracy: 0.0162, prior_entropy: 3.4594, relative_absolute_error: 1.08, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4126, root_relative_squared_error: 1.4353, unweighted_recall: 0.0162,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4829, f_measure: 0.0133, kappa: -0.0856, kb_relative_information_score: -0.0172, mean_absolute_error: 0.1783, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0131, number_of_instances: 990, precision: 0.0134, predictive_accuracy: 0.0131, prior_entropy: 3.4594, relative_absolute_error: 1.0788, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4053, root_relative_squared_error: 1.41, unweighted_recall: 0.0131,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4881, f_measure: 0.0229, kappa: -0.0744, kb_relative_information_score: 0.0133, mean_absolute_error: 0.1746, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0232, number_of_instances: 990, precision: 0.0226, predictive_accuracy: 0.0232, prior_entropy: 3.4594, relative_absolute_error: 1.0566, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3733, root_relative_squared_error: 1.2986, unweighted_recall: 0.0232,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4703, f_measure: 0.0154, kappa: -0.0833, kb_relative_information_score: -0.0187, mean_absolute_error: 0.1785, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0152, number_of_instances: 990, precision: 0.0156, predictive_accuracy: 0.0152, prior_entropy: 3.4594, relative_absolute_error: 1.08, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4137, root_relative_squared_error: 1.4389, unweighted_recall: 0.0152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4865, f_measure: 0.0255, kappa: -0.0711, kb_relative_information_score: 0.0008, mean_absolute_error: 0.1761, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0263, number_of_instances: 990, precision: 0.0248, predictive_accuracy: 0.0263, prior_entropy: 3.4594, relative_absolute_error: 1.0653, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4018, root_relative_squared_error: 1.3978, unweighted_recall: 0.0263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4857, f_measure: 0.0192, kappa: -0.0789, kb_relative_information_score: -0.0032, mean_absolute_error: 0.1766, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0192, number_of_instances: 990, precision: 0.0193, predictive_accuracy: 0.0192, prior_entropy: 3.4594, relative_absolute_error: 1.0681, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3945, root_relative_squared_error: 1.3724, unweighted_recall: 0.0192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4661, f_measure: 0.0152, kappa: -0.0833, kb_relative_information_score: -0.0202, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0152, number_of_instances: 990, precision: 0.0152, predictive_accuracy: 0.0152, prior_entropy: 3.4594, relative_absolute_error: 1.0821, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4132, root_relative_squared_error: 1.4372, unweighted_recall: 0.0152,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4779, f_measure: 0.0152, kappa: -0.0833, kb_relative_information_score: -0.0157, mean_absolute_error: 0.1784, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0152, number_of_instances: 990, precision: 0.0153, predictive_accuracy: 0.0152, prior_entropy: 3.4594, relative_absolute_error: 1.0792, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4093, root_relative_squared_error: 1.4237, unweighted_recall: 0.0152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.481, f_measure: 0.0184, kappa: -0.0789, kb_relative_information_score: -0.0065, mean_absolute_error: 0.1771, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0192, number_of_instances: 990, precision: 0.0177, predictive_accuracy: 0.0192, prior_entropy: 3.4594, relative_absolute_error: 1.0715, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3974, root_relative_squared_error: 1.3825, unweighted_recall: 0.0192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4923, f_measure: 0.0239, kappa: -0.0733, kb_relative_information_score: 0.0197, mean_absolute_error: 0.1732, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0242, number_of_instances: 990, precision: 0.0237, predictive_accuracy: 0.0242, prior_entropy: 3.4594, relative_absolute_error: 1.0481, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3641, root_relative_squared_error: 1.2666, unweighted_recall: 0.0242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4746, f_measure: 0.0284, kappa: -0.07, kb_relative_information_score: -0.003, mean_absolute_error: 0.176, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0273, number_of_instances: 990, precision: 0.0296, predictive_accuracy: 0.0273, prior_entropy: 3.4594, relative_absolute_error: 1.065, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3979, root_relative_squared_error: 1.3841, unweighted_recall: 0.0273,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4751, f_measure: 0.028, kappa: -0.0689, kb_relative_information_score: 0.0275, mean_absolute_error: 0.1714, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0283, number_of_instances: 990, precision: 0.0279, predictive_accuracy: 0.0283, prior_entropy: 3.4594, relative_absolute_error: 1.0372, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3417, root_relative_squared_error: 1.1885, unweighted_recall: 0.0283,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4838, f_measure: 0.0132, kappa: -0.0856, kb_relative_information_score: 0.0022, mean_absolute_error: 0.1757, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0131, number_of_instances: 990, precision: 0.0133, predictive_accuracy: 0.0131, prior_entropy: 3.4594, relative_absolute_error: 1.0628, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.381, root_relative_squared_error: 1.3254, unweighted_recall: 0.0131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4911, f_measure: 0.0371, kappa: -0.0589, kb_relative_information_score: 0.0157, mean_absolute_error: 0.1739, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0374, number_of_instances: 990, precision: 0.0369, predictive_accuracy: 0.0374, prior_entropy: 3.4594, relative_absolute_error: 1.0524, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3803, root_relative_squared_error: 1.3228, unweighted_recall: 0.0374,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.475, f_measure: 0.016, kappa: -0.0822, kb_relative_information_score: -0.0148, mean_absolute_error: 0.1782, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0162, number_of_instances: 990, precision: 0.0159, predictive_accuracy: 0.0162, prior_entropy: 3.4594, relative_absolute_error: 1.0782, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4119, root_relative_squared_error: 1.4329, unweighted_recall: 0.0162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4712, f_measure: 0.0181, kappa: -0.08, kb_relative_information_score: -0.0143, mean_absolute_error: 0.1783, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0182, number_of_instances: 990, precision: 0.018, predictive_accuracy: 0.0182, prior_entropy: 3.4594, relative_absolute_error: 1.0785, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4108, root_relative_squared_error: 1.4291, unweighted_recall: 0.0182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4937, f_measure: 0.0221, kappa: -0.0756, kb_relative_information_score: 0.0073, mean_absolute_error: 0.1752, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0222, number_of_instances: 990, precision: 0.0219, predictive_accuracy: 0.0222, prior_entropy: 3.4594, relative_absolute_error: 1.0601, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3841, root_relative_squared_error: 1.336, unweighted_recall: 0.0222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5154, f_measure: 0.0579, kappa: -0.0356, kb_relative_information_score: 0.0472, mean_absolute_error: 0.1701, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0586, number_of_instances: 990, precision: 0.0575, predictive_accuracy: 0.0586, prior_entropy: 3.4594, relative_absolute_error: 1.029, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3541, root_relative_squared_error: 1.2319, unweighted_recall: 0.0586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4797, f_measure: 0.0243, kappa: -0.0733, kb_relative_information_score: -0.0072, mean_absolute_error: 0.1769, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0242, number_of_instances: 990, precision: 0.0243, predictive_accuracy: 0.0242, prior_entropy: 3.4594, relative_absolute_error: 1.0701, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4076, root_relative_squared_error: 1.4177, unweighted_recall: 0.0242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4955, f_measure: 0.0235, kappa: -0.0744, kb_relative_information_score: 0.0004, mean_absolute_error: 0.176, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0232, number_of_instances: 990, precision: 0.0238, predictive_accuracy: 0.0232, prior_entropy: 3.4594, relative_absolute_error: 1.065, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3906, root_relative_squared_error: 1.3587, unweighted_recall: 0.0232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4826, f_measure: 0.0232, kappa: -0.0733, kb_relative_information_score: 0.0011, mean_absolute_error: 0.176, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0242, number_of_instances: 990, precision: 0.0222, predictive_accuracy: 0.0242, prior_entropy: 3.4594, relative_absolute_error: 1.0649, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3925, root_relative_squared_error: 1.3653, unweighted_recall: 0.0242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.471, f_measure: 0.0124, kappa: -0.0867, kb_relative_information_score: -0.0145, mean_absolute_error: 0.1783, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0121, number_of_instances: 990, precision: 0.0127, predictive_accuracy: 0.0121, prior_entropy: 3.4594, relative_absolute_error: 1.0787, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.404, root_relative_squared_error: 1.4054, unweighted_recall: 0.0121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5194, f_measure: 0.0564, kappa: -0.0356, kb_relative_information_score: 0.0691, mean_absolute_error: 0.1668, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0586, number_of_instances: 990, precision: 0.0559, predictive_accuracy: 0.0586, prior_entropy: 3.4594, relative_absolute_error: 1.0091, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3129, root_relative_squared_error: 1.0883, unweighted_recall: 0.0586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4833, f_measure: 0.0184, kappa: -0.08, kb_relative_information_score: -0.0079, mean_absolute_error: 0.1773, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0182, number_of_instances: 990, precision: 0.0187, predictive_accuracy: 0.0182, prior_entropy: 3.4594, relative_absolute_error: 1.0727, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4053, root_relative_squared_error: 1.4099, unweighted_recall: 0.0182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4904, f_measure: 0.0283, kappa: -0.0689, kb_relative_information_score: 0.0121, mean_absolute_error: 0.1745, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0283, number_of_instances: 990, precision: 0.0282, predictive_accuracy: 0.0283, prior_entropy: 3.4594, relative_absolute_error: 1.0558, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3865, root_relative_squared_error: 1.3444, unweighted_recall: 0.0283,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.463, f_measure: 0.0167, kappa: -0.0811, kb_relative_information_score: -0.0181, mean_absolute_error: 0.1785, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0172, number_of_instances: 990, precision: 0.0164, predictive_accuracy: 0.0172, prior_entropy: 3.4594, relative_absolute_error: 1.0801, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4122, root_relative_squared_error: 1.4339, unweighted_recall: 0.0172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4628, f_measure: 0.015, kappa: -0.0833, kb_relative_information_score: -0.0161, mean_absolute_error: 0.1782, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0152, number_of_instances: 990, precision: 0.0149, predictive_accuracy: 0.0152, prior_entropy: 3.4594, relative_absolute_error: 1.0784, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4063, root_relative_squared_error: 1.4134, unweighted_recall: 0.0152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.488, f_measure: 0.0299, kappa: -0.0667, kb_relative_information_score: 0.0341, mean_absolute_error: 0.1705, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0303, number_of_instances: 990, precision: 0.0302, predictive_accuracy: 0.0303, prior_entropy: 3.4594, relative_absolute_error: 1.0314, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3365, root_relative_squared_error: 1.1706, unweighted_recall: 0.0303,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4747, f_measure: 0.018, kappa: -0.08, kb_relative_information_score: -0.0065, mean_absolute_error: 0.177, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0182, number_of_instances: 990, precision: 0.0179, predictive_accuracy: 0.0182, prior_entropy: 3.4594, relative_absolute_error: 1.0709, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3976, root_relative_squared_error: 1.3832, unweighted_recall: 0.0182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4627, f_measure: 0.0191, kappa: -0.0789, kb_relative_information_score: -0.0113, mean_absolute_error: 0.1775, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0192, number_of_instances: 990, precision: 0.019, predictive_accuracy: 0.0192, prior_entropy: 3.4594, relative_absolute_error: 1.0736, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4104, root_relative_squared_error: 1.4274, unweighted_recall: 0.0192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5185, f_measure: 0.068, kappa: -0.0222, kb_relative_information_score: 0.0652, mean_absolute_error: 0.1679, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0707, number_of_instances: 990, precision: 0.0656, predictive_accuracy: 0.0707, prior_entropy: 3.4594, relative_absolute_error: 1.0156, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3407, root_relative_squared_error: 1.1851, unweighted_recall: 0.0707,

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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