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: 0.4967, f_measure: 0.0262, kappa: -0.07, kb_relative_information_score: 0.0061, mean_absolute_error: 0.1752, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0273, number_of_instances: 990, precision: 0.0253, predictive_accuracy: 0.0273, prior_entropy: 3.4594, relative_absolute_error: 1.0602, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3889, root_relative_squared_error: 1.3526, unweighted_recall: 0.0273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4729, f_measure: 0.0131, kappa: -0.0856, kb_relative_information_score: -0.0148, mean_absolute_error: 0.1781, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0131, number_of_instances: 990, precision: 0.0131, predictive_accuracy: 0.0131, prior_entropy: 3.4594, relative_absolute_error: 1.0778, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4046, root_relative_squared_error: 1.4073, unweighted_recall: 0.0131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4659, f_measure: 0.0184, kappa: -0.0789, kb_relative_information_score: -0.0177, mean_absolute_error: 0.1782, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0192, number_of_instances: 990, precision: 0.0179, predictive_accuracy: 0.0192, prior_entropy: 3.4594, relative_absolute_error: 1.078, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.417, root_relative_squared_error: 1.4504, unweighted_recall: 0.0192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4651, f_measure: 0.0159, kappa: -0.0822, kb_relative_information_score: -0.0101, mean_absolute_error: 0.1776, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0162, number_of_instances: 990, precision: 0.0157, predictive_accuracy: 0.0162, prior_entropy: 3.4594, relative_absolute_error: 1.0743, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4047, root_relative_squared_error: 1.4078, unweighted_recall: 0.0162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.0259, kappa: -0.0711, kb_relative_information_score: 0.0233, mean_absolute_error: 0.1731, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0263, number_of_instances: 990, precision: 0.0256, predictive_accuracy: 0.0263, prior_entropy: 3.4594, relative_absolute_error: 1.0472, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3635, root_relative_squared_error: 1.2644, unweighted_recall: 0.0263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4681, f_measure: 0.011, kappa: -0.0878, kb_relative_information_score: -0.0198, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0111, number_of_instances: 990, precision: 0.0109, predictive_accuracy: 0.0111, prior_entropy: 3.4594, relative_absolute_error: 1.0822, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4087, root_relative_squared_error: 1.4216, unweighted_recall: 0.0111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.0715, kappa: -0.0167, kb_relative_information_score: 0.0423, mean_absolute_error: 0.1677, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0758, number_of_instances: 990, precision: 0.0712, predictive_accuracy: 0.0758, prior_entropy: 3.4594, relative_absolute_error: 1.0148, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4053, root_relative_squared_error: 1.4097, unweighted_recall: 0.0758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5231, f_measure: 0.0638, kappa: -0.0278, kb_relative_information_score: 0.0697, mean_absolute_error: 0.1671, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0657, number_of_instances: 990, precision: 0.0624, predictive_accuracy: 0.0657, prior_entropy: 3.4594, relative_absolute_error: 1.0107, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3251, root_relative_squared_error: 1.131, unweighted_recall: 0.0657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4668, f_measure: 0.023, kappa: -0.0744, kb_relative_information_score: -0.0022, mean_absolute_error: 0.1765, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0232, number_of_instances: 990, precision: 0.0228, predictive_accuracy: 0.0232, prior_entropy: 3.4594, relative_absolute_error: 1.068, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3978, root_relative_squared_error: 1.3838, unweighted_recall: 0.0232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4947, f_measure: 0.0336, kappa: -0.0622, kb_relative_information_score: 0.0305, mean_absolute_error: 0.1718, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0343, number_of_instances: 990, precision: 0.0331, predictive_accuracy: 0.0343, prior_entropy: 3.4594, relative_absolute_error: 1.0392, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3541, root_relative_squared_error: 1.2316, unweighted_recall: 0.0343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4868, f_measure: 0.0405, kappa: -0.0533, kb_relative_information_score: 0.0371, mean_absolute_error: 0.1703, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0424, number_of_instances: 990, precision: 0.0391, predictive_accuracy: 0.0424, prior_entropy: 3.4594, relative_absolute_error: 1.0306, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3336, root_relative_squared_error: 1.1605, unweighted_recall: 0.0424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4578, f_measure: 0.006, kappa: -0.0933, kb_relative_information_score: -0.0233, mean_absolute_error: 0.1795, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0061, number_of_instances: 990, precision: 0.0059, predictive_accuracy: 0.0061, prior_entropy: 3.4594, relative_absolute_error: 1.0861, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4127, root_relative_squared_error: 1.4355, unweighted_recall: 0.0061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.486, f_measure: 0.0269, kappa: -0.07, kb_relative_information_score: 0.0178, mean_absolute_error: 0.1738, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0273, number_of_instances: 990, precision: 0.0265, predictive_accuracy: 0.0273, prior_entropy: 3.4594, relative_absolute_error: 1.0515, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3808, root_relative_squared_error: 1.3248, unweighted_recall: 0.0273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4615, f_measure: 0.01, kappa: -0.0889, kb_relative_information_score: -0.0192, mean_absolute_error: 0.179, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0101, number_of_instances: 990, precision: 0.01, predictive_accuracy: 0.0101, prior_entropy: 3.4594, relative_absolute_error: 1.0828, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4083, root_relative_squared_error: 1.4203, unweighted_recall: 0.0101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5358, f_measure: 0.0732, kappa: -0.0022, kb_relative_information_score: 0.0756, mean_absolute_error: 0.1648, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0889, number_of_instances: 990, precision: 0.0681, predictive_accuracy: 0.0889, prior_entropy: 3.4594, relative_absolute_error: 0.9967, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2937, root_relative_squared_error: 1.0216, unweighted_recall: 0.0889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4605, f_measure: 0.0161, kappa: -0.0822, kb_relative_information_score: -0.0078, mean_absolute_error: 0.1772, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0162, number_of_instances: 990, precision: 0.0161, predictive_accuracy: 0.0162, prior_entropy: 3.4594, relative_absolute_error: 1.072, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3958, root_relative_squared_error: 1.3769, unweighted_recall: 0.0162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4889, f_measure: 0.0199, kappa: -0.0778, kb_relative_information_score: 0.0082, mean_absolute_error: 0.1748, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0202, number_of_instances: 990, precision: 0.0197, predictive_accuracy: 0.0202, prior_entropy: 3.4594, relative_absolute_error: 1.0573, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.38, root_relative_squared_error: 1.3217, unweighted_recall: 0.0202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.468, f_measure: 0.0079, kappa: -0.0911, kb_relative_information_score: -0.0265, mean_absolute_error: 0.1798, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0081, number_of_instances: 990, precision: 0.0078, predictive_accuracy: 0.0081, prior_entropy: 3.4594, relative_absolute_error: 1.0879, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4163, root_relative_squared_error: 1.4481, unweighted_recall: 0.0081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4711, f_measure: 0.0411, kappa: -0.0544, kb_relative_information_score: 0.0124, mean_absolute_error: 0.1743, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0414, number_of_instances: 990, precision: 0.0408, predictive_accuracy: 0.0414, prior_entropy: 3.4594, relative_absolute_error: 1.0548, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3925, root_relative_squared_error: 1.3653, unweighted_recall: 0.0414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4726, f_measure: 0.0219, kappa: -0.0756, kb_relative_information_score: -0.0074, mean_absolute_error: 0.177, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0222, number_of_instances: 990, precision: 0.0217, predictive_accuracy: 0.0222, prior_entropy: 3.4594, relative_absolute_error: 1.0708, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4043, root_relative_squared_error: 1.4065, unweighted_recall: 0.0222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4752, f_measure: 0.0412, kappa: -0.0544, kb_relative_information_score: 0.0149, mean_absolute_error: 0.1735, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0414, number_of_instances: 990, precision: 0.0411, predictive_accuracy: 0.0414, prior_entropy: 3.4594, relative_absolute_error: 1.0494, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3961, root_relative_squared_error: 1.3779, unweighted_recall: 0.0414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4724, f_measure: 0.0252, kappa: -0.0722, kb_relative_information_score: -0.0049, mean_absolute_error: 0.1764, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0253, number_of_instances: 990, precision: 0.0253, predictive_accuracy: 0.0253, prior_entropy: 3.4594, relative_absolute_error: 1.067, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4028, root_relative_squared_error: 1.4011, unweighted_recall: 0.0253,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5043, f_measure: 0.0292, kappa: -0.0678, kb_relative_information_score: 0.0087, mean_absolute_error: 0.1746, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0293, number_of_instances: 990, precision: 0.0291, predictive_accuracy: 0.0293, prior_entropy: 3.4594, relative_absolute_error: 1.0566, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3834, root_relative_squared_error: 1.3336, unweighted_recall: 0.0293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4719, f_measure: 0.0101, kappa: -0.0889, kb_relative_information_score: -0.0256, mean_absolute_error: 0.1797, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0101, number_of_instances: 990, precision: 0.01, predictive_accuracy: 0.0101, prior_entropy: 3.4594, relative_absolute_error: 1.087, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4159, root_relative_squared_error: 1.4468, unweighted_recall: 0.0101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4849, f_measure: 0.0219, kappa: -0.0756, kb_relative_information_score: 0.0009, mean_absolute_error: 0.1758, 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: 1.0633, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3898, root_relative_squared_error: 1.356, unweighted_recall: 0.0222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4759, f_measure: 0.0168, kappa: -0.0811, kb_relative_information_score: -0.01, mean_absolute_error: 0.1775, 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: 1.0738, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4041, root_relative_squared_error: 1.4056, unweighted_recall: 0.0172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4961, f_measure: 0.0329, kappa: -0.0644, kb_relative_information_score: 0.0051, mean_absolute_error: 0.1752, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0323, number_of_instances: 990, precision: 0.0337, predictive_accuracy: 0.0323, prior_entropy: 3.4594, relative_absolute_error: 1.06, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3934, root_relative_squared_error: 1.3685, unweighted_recall: 0.0323,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4756, f_measure: 0.0176, kappa: -0.08, kb_relative_information_score: -0.0077, mean_absolute_error: 0.1772, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0182, number_of_instances: 990, precision: 0.0171, predictive_accuracy: 0.0182, prior_entropy: 3.4594, relative_absolute_error: 1.0721, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3996, root_relative_squared_error: 1.3901, unweighted_recall: 0.0182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4741, f_measure: 0.0228, kappa: -0.0744, kb_relative_information_score: 0.0072, mean_absolute_error: 0.175, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0232, number_of_instances: 990, precision: 0.0225, predictive_accuracy: 0.0232, prior_entropy: 3.4594, relative_absolute_error: 1.059, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3772, root_relative_squared_error: 1.3121, unweighted_recall: 0.0232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4578, f_measure: 0.0111, kappa: -0.0878, kb_relative_information_score: -0.0245, mean_absolute_error: 0.1793, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0111, number_of_instances: 990, precision: 0.0111, predictive_accuracy: 0.0111, prior_entropy: 3.4594, relative_absolute_error: 1.0851, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4138, root_relative_squared_error: 1.4394, unweighted_recall: 0.0111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4557, f_measure: 0.0121, kappa: -0.0867, kb_relative_information_score: -0.0248, mean_absolute_error: 0.1796, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0121, number_of_instances: 990, precision: 0.012, predictive_accuracy: 0.0121, prior_entropy: 3.4594, relative_absolute_error: 1.0864, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4162, root_relative_squared_error: 1.4476, unweighted_recall: 0.0121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4738, f_measure: 0.0195, kappa: -0.0778, kb_relative_information_score: -0.0127, mean_absolute_error: 0.1778, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0202, number_of_instances: 990, precision: 0.0188, predictive_accuracy: 0.0202, prior_entropy: 3.4594, relative_absolute_error: 1.0757, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4087, root_relative_squared_error: 1.4217, unweighted_recall: 0.0202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.461, f_measure: 0.007, kappa: -0.0922, kb_relative_information_score: -0.0276, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0071, number_of_instances: 990, precision: 0.0069, predictive_accuracy: 0.0071, prior_entropy: 3.4594, relative_absolute_error: 1.0891, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4174, root_relative_squared_error: 1.4519, unweighted_recall: 0.0071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4668, f_measure: 0.0129, kappa: -0.0856, kb_relative_information_score: -0.021, mean_absolute_error: 0.1788, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0131, number_of_instances: 990, precision: 0.0128, predictive_accuracy: 0.0131, prior_entropy: 3.4594, relative_absolute_error: 1.0816, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4087, root_relative_squared_error: 1.4218, unweighted_recall: 0.0131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.462, f_measure: 0.008, kappa: -0.0911, kb_relative_information_score: -0.0238, mean_absolute_error: 0.1795, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0081, number_of_instances: 990, precision: 0.0078, predictive_accuracy: 0.0081, prior_entropy: 3.4594, relative_absolute_error: 1.086, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4135, root_relative_squared_error: 1.4384, unweighted_recall: 0.0081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4644, f_measure: 0.007, kappa: -0.0922, kb_relative_information_score: -0.0286, mean_absolute_error: 0.1802, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0071, number_of_instances: 990, precision: 0.0069, predictive_accuracy: 0.0071, prior_entropy: 3.4594, relative_absolute_error: 1.09, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4168, root_relative_squared_error: 1.4497, unweighted_recall: 0.0071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4603, f_measure: 0.0142, kappa: -0.0844, kb_relative_information_score: -0.0139, mean_absolute_error: 0.1782, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0141, number_of_instances: 990, precision: 0.0144, predictive_accuracy: 0.0141, prior_entropy: 3.4594, relative_absolute_error: 1.0781, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4087, root_relative_squared_error: 1.4218, unweighted_recall: 0.0141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4642, f_measure: 0.0217, kappa: -0.0756, kb_relative_information_score: -0.0072, mean_absolute_error: 0.1768, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0222, number_of_instances: 990, precision: 0.0214, predictive_accuracy: 0.0222, prior_entropy: 3.4594, relative_absolute_error: 1.0697, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4085, root_relative_squared_error: 1.421, unweighted_recall: 0.0222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4505, f_measure: 0.0071, kappa: -0.0922, kb_relative_information_score: -0.03, mean_absolute_error: 0.1803, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0071, number_of_instances: 990, precision: 0.0071, predictive_accuracy: 0.0071, prior_entropy: 3.4594, relative_absolute_error: 1.0908, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4203, root_relative_squared_error: 1.4621, unweighted_recall: 0.0071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4837, f_measure: 0.0366, kappa: -0.0589, kb_relative_information_score: 0.0264, mean_absolute_error: 0.1727, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0374, number_of_instances: 990, precision: 0.0359, predictive_accuracy: 0.0374, prior_entropy: 3.4594, relative_absolute_error: 1.0451, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3691, root_relative_squared_error: 1.2841, unweighted_recall: 0.0374,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.48, f_measure: 0.011, kappa: -0.0878, kb_relative_information_score: -0.021, mean_absolute_error: 0.1791, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0111, number_of_instances: 990, precision: 0.0109, predictive_accuracy: 0.0111, prior_entropy: 3.4594, relative_absolute_error: 1.0833, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4118, root_relative_squared_error: 1.4324, unweighted_recall: 0.0111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4906, f_measure: 0.0192, kappa: -0.0789, kb_relative_information_score: 0.0042, mean_absolute_error: 0.1755, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0192, number_of_instances: 990, precision: 0.0191, predictive_accuracy: 0.0192, prior_entropy: 3.4594, relative_absolute_error: 1.062, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3857, root_relative_squared_error: 1.3417, unweighted_recall: 0.0192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4669, f_measure: 0.0081, kappa: -0.0911, kb_relative_information_score: -0.0228, mean_absolute_error: 0.1793, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0081, number_of_instances: 990, precision: 0.008, predictive_accuracy: 0.0081, prior_entropy: 3.4594, relative_absolute_error: 1.0847, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4101, root_relative_squared_error: 1.4266, unweighted_recall: 0.0081,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4749, f_measure: 0.0081, kappa: -0.0911, kb_relative_information_score: -0.0265, mean_absolute_error: 0.1797, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0081, number_of_instances: 990, precision: 0.0081, predictive_accuracy: 0.0081, prior_entropy: 3.4594, relative_absolute_error: 1.0874, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4154, root_relative_squared_error: 1.4449, unweighted_recall: 0.0081,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4838, f_measure: 0.0241, kappa: -0.0733, kb_relative_information_score: -0.0003, mean_absolute_error: 0.1763, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0242, number_of_instances: 990, precision: 0.024, predictive_accuracy: 0.0242, prior_entropy: 3.4594, relative_absolute_error: 1.0666, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4004, root_relative_squared_error: 1.3929, unweighted_recall: 0.0242,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4941, f_measure: 0.0239, kappa: -0.0733, kb_relative_information_score: -0.0047, mean_absolute_error: 0.1767, 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: 1.069, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3997, root_relative_squared_error: 1.3903, unweighted_recall: 0.0242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4743, f_measure: 0.0071, kappa: -0.0922, kb_relative_information_score: -0.0282, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0071, number_of_instances: 990, precision: 0.0071, predictive_accuracy: 0.0071, prior_entropy: 3.4594, relative_absolute_error: 1.0891, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4181, root_relative_squared_error: 1.4544, unweighted_recall: 0.0071,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4653, f_measure: 0.007, kappa: -0.0922, kb_relative_information_score: -0.0221, mean_absolute_error: 0.1794, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0071, number_of_instances: 990, precision: 0.0069, predictive_accuracy: 0.0071, prior_entropy: 3.4594, relative_absolute_error: 1.0854, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4125, root_relative_squared_error: 1.4347, unweighted_recall: 0.0071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4791, f_measure: 0.0171, kappa: -0.0811, kb_relative_information_score: -0.014, mean_absolute_error: 0.1778, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0172, number_of_instances: 990, precision: 0.0171, predictive_accuracy: 0.0172, prior_entropy: 3.4594, relative_absolute_error: 1.076, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4101, root_relative_squared_error: 1.4266, unweighted_recall: 0.0172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4817, f_measure: 0.0268, kappa: -0.07, kb_relative_information_score: 0.0028, mean_absolute_error: 0.176, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0273, number_of_instances: 990, precision: 0.0264, predictive_accuracy: 0.0273, prior_entropy: 3.4594, relative_absolute_error: 1.0648, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3973, root_relative_squared_error: 1.3819, unweighted_recall: 0.0273,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4614, f_measure: 0.0079, kappa: -0.0911, kb_relative_information_score: -0.0236, mean_absolute_error: 0.1795, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0081, number_of_instances: 990, precision: 0.0078, predictive_accuracy: 0.0081, prior_entropy: 3.4594, relative_absolute_error: 1.0858, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4121, root_relative_squared_error: 1.4334, unweighted_recall: 0.0081,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4951, f_measure: 0.0345, kappa: -0.0611, kb_relative_information_score: 0.0195, mean_absolute_error: 0.1733, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0354, number_of_instances: 990, precision: 0.0338, predictive_accuracy: 0.0354, prior_entropy: 3.4594, relative_absolute_error: 1.0485, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3738, root_relative_squared_error: 1.3003, unweighted_recall: 0.0354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4776, f_measure: 0.017, kappa: -0.0811, kb_relative_information_score: 0.0017, mean_absolute_error: 0.1756, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0172, number_of_instances: 990, precision: 0.0167, predictive_accuracy: 0.0172, prior_entropy: 3.4594, relative_absolute_error: 1.0622, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.383, root_relative_squared_error: 1.3322, unweighted_recall: 0.0172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4646, f_measure: 0.0244, kappa: -0.0733, kb_relative_information_score: -0.007, mean_absolute_error: 0.1769, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0242, number_of_instances: 990, precision: 0.0246, predictive_accuracy: 0.0242, prior_entropy: 3.4594, relative_absolute_error: 1.0702, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.405, root_relative_squared_error: 1.4088, unweighted_recall: 0.0242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.016, kappa: -0.0822, kb_relative_information_score: -0.0203, mean_absolute_error: 0.1788, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0162, number_of_instances: 990, precision: 0.0158, predictive_accuracy: 0.0162, prior_entropy: 3.4594, relative_absolute_error: 1.0816, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4156, root_relative_squared_error: 1.4458, unweighted_recall: 0.0162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4779, f_measure: 0.0188, kappa: -0.0789, kb_relative_information_score: -0.0109, mean_absolute_error: 0.1774, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0192, number_of_instances: 990, precision: 0.0185, predictive_accuracy: 0.0192, prior_entropy: 3.4594, relative_absolute_error: 1.0732, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.399, root_relative_squared_error: 1.3879, unweighted_recall: 0.0192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4795, f_measure: 0.0179, kappa: -0.08, kb_relative_information_score: -0.0015, mean_absolute_error: 0.1763, 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: 1.0669, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3945, root_relative_squared_error: 1.3723, unweighted_recall: 0.0182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4844, f_measure: 0.0461, kappa: -0.0478, kb_relative_information_score: 0.0167, mean_absolute_error: 0.1727, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0475, number_of_instances: 990, precision: 0.0463, predictive_accuracy: 0.0475, prior_entropy: 3.4594, relative_absolute_error: 1.0449, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4046, root_relative_squared_error: 1.4073, unweighted_recall: 0.0475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4625, f_measure: 0.0139, kappa: -0.0844, kb_relative_information_score: -0.0214, mean_absolute_error: 0.1791, 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: 1.0838, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4155, root_relative_squared_error: 1.4454, unweighted_recall: 0.0141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4613, f_measure: 0.0121, kappa: -0.0867, kb_relative_information_score: -0.0195, mean_absolute_error: 0.179, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0121, number_of_instances: 990, precision: 0.0121, predictive_accuracy: 0.0121, prior_entropy: 3.4594, relative_absolute_error: 1.0827, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4118, root_relative_squared_error: 1.4324, unweighted_recall: 0.0121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4812, f_measure: 0.019, kappa: -0.0789, kb_relative_information_score: -0.0117, mean_absolute_error: 0.1776, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0192, number_of_instances: 990, precision: 0.0187, predictive_accuracy: 0.0192, prior_entropy: 3.4594, relative_absolute_error: 1.0747, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4058, root_relative_squared_error: 1.4116, unweighted_recall: 0.0192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4609, f_measure: 0.0081, kappa: -0.0911, kb_relative_information_score: -0.0216, mean_absolute_error: 0.1793, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0081, number_of_instances: 990, precision: 0.0082, predictive_accuracy: 0.0081, prior_entropy: 3.4594, relative_absolute_error: 1.0846, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4125, root_relative_squared_error: 1.4347, unweighted_recall: 0.0081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4895, f_measure: 0.0241, kappa: -0.0733, kb_relative_information_score: -0.002, mean_absolute_error: 0.1765, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0242, number_of_instances: 990, precision: 0.024, predictive_accuracy: 0.0242, prior_entropy: 3.4594, relative_absolute_error: 1.0677, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3996, root_relative_squared_error: 1.3901, unweighted_recall: 0.0242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.462, f_measure: 0.0193, kappa: -0.0789, kb_relative_information_score: -0.0126, mean_absolute_error: 0.1778, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0192, number_of_instances: 990, precision: 0.0195, predictive_accuracy: 0.0192, prior_entropy: 3.4594, relative_absolute_error: 1.076, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4124, root_relative_squared_error: 1.4344, unweighted_recall: 0.0192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4705, f_measure: 0.0183, kappa: -0.08, kb_relative_information_score: 0.0024, mean_absolute_error: 0.1758, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0182, number_of_instances: 990, precision: 0.0185, predictive_accuracy: 0.0182, prior_entropy: 3.4594, relative_absolute_error: 1.0638, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3836, root_relative_squared_error: 1.3344, unweighted_recall: 0.0182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5023, f_measure: 0.0406, kappa: -0.0544, kb_relative_information_score: 0.048, mean_absolute_error: 0.1694, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0414, number_of_instances: 990, precision: 0.0404, predictive_accuracy: 0.0414, prior_entropy: 3.4594, relative_absolute_error: 1.0246, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.332, root_relative_squared_error: 1.1547, unweighted_recall: 0.0414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4932, f_measure: 0.0782, kappa: -0.0133, kb_relative_information_score: 0.0422, mean_absolute_error: 0.1675, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0788, number_of_instances: 990, precision: 0.0796, predictive_accuracy: 0.0788, prior_entropy: 3.4594, relative_absolute_error: 1.0133, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4093, root_relative_squared_error: 1.4236, unweighted_recall: 0.0788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4954, f_measure: 0.0793, kappa: -0.0089, kb_relative_information_score: 0.0464, mean_absolute_error: 0.1668, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0828, number_of_instances: 990, precision: 0.0856, predictive_accuracy: 0.0828, prior_entropy: 3.4594, relative_absolute_error: 1.0089, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4084, root_relative_squared_error: 1.4205, unweighted_recall: 0.0828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4965, f_measure: 0.0219, kappa: -0.0756, kb_relative_information_score: 0.0172, mean_absolute_error: 0.1742, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0222, number_of_instances: 990, precision: 0.0217, predictive_accuracy: 0.0222, prior_entropy: 3.4594, relative_absolute_error: 1.0538, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3735, root_relative_squared_error: 1.2992, unweighted_recall: 0.0222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4693, f_measure: 0.014, kappa: -0.0844, kb_relative_information_score: -0.0175, mean_absolute_error: 0.1786, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0141, number_of_instances: 990, precision: 0.0139, predictive_accuracy: 0.0141, prior_entropy: 3.4594, relative_absolute_error: 1.0807, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4107, root_relative_squared_error: 1.4286, unweighted_recall: 0.0141,

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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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

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