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: 0.4925, f_measure: 0.0715, kappa: -0.0189, kb_relative_information_score: 0.0803, mean_absolute_error: 0.1672, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0737, number_of_instances: 990, precision: 0.0706, predictive_accuracy: 0.0737, prior_entropy: 3.4594, relative_absolute_error: 1.0116, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3267, root_relative_squared_error: 1.1364, unweighted_recall: 0.0737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4746, f_measure: 0.0361, kappa: -0.06, kb_relative_information_score: 0.0241, mean_absolute_error: 0.1738, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0364, number_of_instances: 990, precision: 0.0358, predictive_accuracy: 0.0364, prior_entropy: 3.4594, relative_absolute_error: 1.0514, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3858, root_relative_squared_error: 1.342, unweighted_recall: 0.0364,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4975, f_measure: 0.069, kappa: -0.0256, kb_relative_information_score: 0.0629, mean_absolute_error: 0.1683, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0677, number_of_instances: 990, precision: 0.0705, predictive_accuracy: 0.0677, prior_entropy: 3.4594, relative_absolute_error: 1.0183, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3741, root_relative_squared_error: 1.3014, unweighted_recall: 0.0677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4837, f_measure: 0.062, kappa: -0.03, kb_relative_information_score: 0.0524, mean_absolute_error: 0.1694, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0636, number_of_instances: 990, precision: 0.0608, predictive_accuracy: 0.0636, prior_entropy: 3.4594, relative_absolute_error: 1.0248, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3592, root_relative_squared_error: 1.2493, unweighted_recall: 0.0636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5066, f_measure: 0.0728, kappa: -0.0189, kb_relative_information_score: 0.0957, mean_absolute_error: 0.166, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0737, number_of_instances: 990, precision: 0.0728, predictive_accuracy: 0.0737, prior_entropy: 3.4594, relative_absolute_error: 1.0046, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3313, root_relative_squared_error: 1.1524, unweighted_recall: 0.0737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4928, f_measure: 0.0688, kappa: -0.0222, kb_relative_information_score: 0.0764, mean_absolute_error: 0.1673, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0707, number_of_instances: 990, precision: 0.0675, predictive_accuracy: 0.0707, prior_entropy: 3.4594, relative_absolute_error: 1.0121, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3533, root_relative_squared_error: 1.2289, unweighted_recall: 0.0707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4856, f_measure: 0.0492, kappa: -0.0456, kb_relative_information_score: 0.0503, mean_absolute_error: 0.1709, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0495, number_of_instances: 990, precision: 0.049, predictive_accuracy: 0.0495, prior_entropy: 3.4594, relative_absolute_error: 1.0342, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3782, root_relative_squared_error: 1.3155, unweighted_recall: 0.0495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5065, f_measure: 0.0938, kappa: 0.0144, kb_relative_information_score: 0.0849, mean_absolute_error: 0.165, mean_prior_absolute_error: 0.1653, weighted_recall: 0.104, number_of_instances: 990, precision: 0.0958, predictive_accuracy: 0.104, prior_entropy: 3.4594, relative_absolute_error: 0.9981, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.298, root_relative_squared_error: 1.0367, unweighted_recall: 0.104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4583, f_measure: 0.031, kappa: -0.0656, kb_relative_information_score: 0.0021, mean_absolute_error: 0.1763, 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: 1.0667, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4009, root_relative_squared_error: 1.3944, unweighted_recall: 0.0313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4797, f_measure: 0.0593, kappa: -0.0333, kb_relative_information_score: 0.0559, mean_absolute_error: 0.1699, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0606, number_of_instances: 990, precision: 0.0583, predictive_accuracy: 0.0606, prior_entropy: 3.4594, relative_absolute_error: 1.028, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3636, root_relative_squared_error: 1.2647, unweighted_recall: 0.0606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5029, f_measure: 0.0764, kappa: -0.0156, kb_relative_information_score: 0.0783, mean_absolute_error: 0.1672, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0768, number_of_instances: 990, precision: 0.0765, predictive_accuracy: 0.0768, prior_entropy: 3.4594, relative_absolute_error: 1.0114, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.347, root_relative_squared_error: 1.2069, unweighted_recall: 0.0768,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4685, f_measure: 0.0304, kappa: -0.0667, kb_relative_information_score: 0.0119, mean_absolute_error: 0.1751, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0303, number_of_instances: 990, precision: 0.0306, predictive_accuracy: 0.0303, prior_entropy: 3.4594, relative_absolute_error: 1.0592, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3989, root_relative_squared_error: 1.3876, unweighted_recall: 0.0303,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5132, f_measure: 0.0574, kappa: -0.0367, kb_relative_information_score: 0.0701, mean_absolute_error: 0.1677, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0576, number_of_instances: 990, precision: 0.0573, predictive_accuracy: 0.0576, prior_entropy: 3.4594, relative_absolute_error: 1.0143, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3567, root_relative_squared_error: 1.2406, unweighted_recall: 0.0576,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.485, f_measure: 0.0509, kappa: -0.0433, kb_relative_information_score: 0.0574, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0515, number_of_instances: 990, precision: 0.0506, predictive_accuracy: 0.0515, prior_entropy: 3.4594, relative_absolute_error: 1.0271, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3634, root_relative_squared_error: 1.2641, unweighted_recall: 0.0515,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4801, f_measure: 0.0523, kappa: -0.0389, kb_relative_information_score: 0.0391, mean_absolute_error: 0.171, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0556, number_of_instances: 990, precision: 0.05, predictive_accuracy: 0.0556, prior_entropy: 3.4594, relative_absolute_error: 1.0343, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3819, root_relative_squared_error: 1.3284, unweighted_recall: 0.0556,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4786, f_measure: 0.0433, kappa: -0.0511, kb_relative_information_score: 0.0316, mean_absolute_error: 0.1726, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0444, number_of_instances: 990, precision: 0.0424, predictive_accuracy: 0.0444, prior_entropy: 3.4594, relative_absolute_error: 1.0444, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3782, root_relative_squared_error: 1.3157, unweighted_recall: 0.0444,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4699, f_measure: 0.0285, kappa: -0.0678, kb_relative_information_score: 0.0085, mean_absolute_error: 0.1756, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0293, number_of_instances: 990, precision: 0.0278, predictive_accuracy: 0.0293, prior_entropy: 3.4594, relative_absolute_error: 1.0626, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4039, root_relative_squared_error: 1.4049, unweighted_recall: 0.0293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4867, f_measure: 0.0539, kappa: -0.04, kb_relative_information_score: 0.0473, mean_absolute_error: 0.1702, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0545, number_of_instances: 990, precision: 0.0534, predictive_accuracy: 0.0545, prior_entropy: 3.4594, relative_absolute_error: 1.03, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3703, root_relative_squared_error: 1.2882, unweighted_recall: 0.0545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5015, f_measure: 0.0558, kappa: -0.0378, kb_relative_information_score: 0.0586, mean_absolute_error: 0.1692, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0566, number_of_instances: 990, precision: 0.0552, predictive_accuracy: 0.0566, prior_entropy: 3.4594, relative_absolute_error: 1.0239, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3567, root_relative_squared_error: 1.2408, unweighted_recall: 0.0566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4734, f_measure: 0.0454, kappa: -0.0489, kb_relative_information_score: 0.0252, mean_absolute_error: 0.1727, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0465, number_of_instances: 990, precision: 0.0445, predictive_accuracy: 0.0465, prior_entropy: 3.4594, relative_absolute_error: 1.0449, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3926, root_relative_squared_error: 1.3658, unweighted_recall: 0.0465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4679, f_measure: 0.0397, kappa: -0.0567, kb_relative_information_score: 0.0146, mean_absolute_error: 0.1741, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0394, number_of_instances: 990, precision: 0.0399, predictive_accuracy: 0.0394, prior_entropy: 3.4594, relative_absolute_error: 1.0534, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3978, root_relative_squared_error: 1.3838, unweighted_recall: 0.0394,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4719, f_measure: 0.048, kappa: -0.0467, kb_relative_information_score: 0.0209, mean_absolute_error: 0.1737, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0485, number_of_instances: 990, precision: 0.0477, predictive_accuracy: 0.0485, prior_entropy: 3.4594, relative_absolute_error: 1.051, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3916, root_relative_squared_error: 1.3621, unweighted_recall: 0.0485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4913, f_measure: 0.0548, kappa: -0.0389, kb_relative_information_score: 0.0455, mean_absolute_error: 0.1707, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0556, number_of_instances: 990, precision: 0.0546, predictive_accuracy: 0.0556, prior_entropy: 3.4594, relative_absolute_error: 1.0327, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3726, root_relative_squared_error: 1.2961, unweighted_recall: 0.0556,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4823, f_measure: 0.0659, kappa: -0.0267, kb_relative_information_score: 0.0694, mean_absolute_error: 0.1687, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0667, number_of_instances: 990, precision: 0.0656, predictive_accuracy: 0.0667, prior_entropy: 3.4594, relative_absolute_error: 1.0207, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3455, root_relative_squared_error: 1.2017, unweighted_recall: 0.0667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4638, f_measure: 0.0284, kappa: -0.0689, kb_relative_information_score: 0.0025, mean_absolute_error: 0.1761, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0283, number_of_instances: 990, precision: 0.0286, predictive_accuracy: 0.0283, prior_entropy: 3.4594, relative_absolute_error: 1.0653, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4027, root_relative_squared_error: 1.4008, unweighted_recall: 0.0283,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.0559, kappa: -0.0389, kb_relative_information_score: 0.055, mean_absolute_error: 0.1696, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0556, number_of_instances: 990, precision: 0.0567, predictive_accuracy: 0.0556, prior_entropy: 3.4594, relative_absolute_error: 1.0261, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3705, root_relative_squared_error: 1.2889, unweighted_recall: 0.0556,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4962, f_measure: 0.0689, kappa: -0.0256, kb_relative_information_score: 0.0572, mean_absolute_error: 0.1687, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0677, number_of_instances: 990, precision: 0.0707, predictive_accuracy: 0.0677, prior_entropy: 3.4594, relative_absolute_error: 1.0206, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3619, root_relative_squared_error: 1.2589, unweighted_recall: 0.0677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4807, f_measure: 0.0748, kappa: -0.0156, kb_relative_information_score: 0.0757, mean_absolute_error: 0.1675, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0768, number_of_instances: 990, precision: 0.079, predictive_accuracy: 0.0768, prior_entropy: 3.4594, relative_absolute_error: 1.0131, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3297, root_relative_squared_error: 1.1469, unweighted_recall: 0.0768,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5222, f_measure: 0.1162, kappa: 0.0333, kb_relative_information_score: 0.1023, mean_absolute_error: 0.164, mean_prior_absolute_error: 0.1653, weighted_recall: 0.1212, number_of_instances: 990, precision: 0.1252, predictive_accuracy: 0.1212, prior_entropy: 3.4594, relative_absolute_error: 0.9924, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3088, root_relative_squared_error: 1.0741, unweighted_recall: 0.1212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.0712, kappa: -0.0233, kb_relative_information_score: 0.0704, mean_absolute_error: 0.1678, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0697, number_of_instances: 990, precision: 0.0735, predictive_accuracy: 0.0697, prior_entropy: 3.4594, relative_absolute_error: 1.015, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3579, root_relative_squared_error: 1.245, unweighted_recall: 0.0697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4866, f_measure: 0.0639, kappa: -0.03, kb_relative_information_score: 0.0646, mean_absolute_error: 0.1689, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0636, number_of_instances: 990, precision: 0.0643, predictive_accuracy: 0.0636, prior_entropy: 3.4594, relative_absolute_error: 1.0218, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3615, root_relative_squared_error: 1.2576, unweighted_recall: 0.0636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5004, f_measure: 0.0666, kappa: -0.0244, kb_relative_information_score: 0.0819, mean_absolute_error: 0.167, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0687, number_of_instances: 990, precision: 0.0663, predictive_accuracy: 0.0687, prior_entropy: 3.4594, relative_absolute_error: 1.0104, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3471, root_relative_squared_error: 1.2074, unweighted_recall: 0.0687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5044, f_measure: 0.074, kappa: -0.0156, kb_relative_information_score: 0.0882, mean_absolute_error: 0.1663, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0768, number_of_instances: 990, precision: 0.0781, predictive_accuracy: 0.0768, prior_entropy: 3.4594, relative_absolute_error: 1.0059, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3237, root_relative_squared_error: 1.1261, unweighted_recall: 0.0768,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4958, f_measure: 0.0753, kappa: -0.0178, kb_relative_information_score: 0.0771, mean_absolute_error: 0.1675, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0747, number_of_instances: 990, precision: 0.0771, predictive_accuracy: 0.0747, prior_entropy: 3.4594, relative_absolute_error: 1.0136, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3287, root_relative_squared_error: 1.1432, unweighted_recall: 0.0747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5054, f_measure: 0.0629, kappa: -0.0267, kb_relative_information_score: 0.0762, mean_absolute_error: 0.1671, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0667, number_of_instances: 990, precision: 0.0602, predictive_accuracy: 0.0667, prior_entropy: 3.4594, relative_absolute_error: 1.011, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3486, root_relative_squared_error: 1.2126, unweighted_recall: 0.0667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5045, f_measure: 0.0785, kappa: -0.0078, kb_relative_information_score: 0.0894, mean_absolute_error: 0.1665, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0838, number_of_instances: 990, precision: 0.0743, predictive_accuracy: 0.0838, prior_entropy: 3.4594, relative_absolute_error: 1.0075, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3238, root_relative_squared_error: 1.1262, unweighted_recall: 0.0838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4872, f_measure: 0.0467, kappa: -0.0489, kb_relative_information_score: 0.0514, mean_absolute_error: 0.1701, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0465, number_of_instances: 990, precision: 0.0473, predictive_accuracy: 0.0465, prior_entropy: 3.4594, relative_absolute_error: 1.0292, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3706, root_relative_squared_error: 1.2892, unweighted_recall: 0.0465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4841, f_measure: 0.0637, kappa: -0.0311, kb_relative_information_score: 0.0751, mean_absolute_error: 0.168, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0626, number_of_instances: 990, precision: 0.0658, predictive_accuracy: 0.0626, prior_entropy: 3.4594, relative_absolute_error: 1.0166, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3263, root_relative_squared_error: 1.1351, unweighted_recall: 0.0626,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4842, f_measure: 0.064, kappa: -0.0267, kb_relative_information_score: 0.0715, mean_absolute_error: 0.1684, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0667, number_of_instances: 990, precision: 0.0622, predictive_accuracy: 0.0667, prior_entropy: 3.4594, relative_absolute_error: 1.0191, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3497, root_relative_squared_error: 1.2166, unweighted_recall: 0.0667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4842, f_measure: 0.0501, kappa: -0.0422, kb_relative_information_score: 0.0592, mean_absolute_error: 0.1695, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0525, number_of_instances: 990, precision: 0.0481, predictive_accuracy: 0.0525, prior_entropy: 3.4594, relative_absolute_error: 1.0256, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3549, root_relative_squared_error: 1.2347, unweighted_recall: 0.0525,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4673, f_measure: 0.0404, kappa: -0.0544, kb_relative_information_score: 0.0202, mean_absolute_error: 0.1735, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0414, number_of_instances: 990, precision: 0.0396, predictive_accuracy: 0.0414, prior_entropy: 3.4594, relative_absolute_error: 1.0498, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3879, root_relative_squared_error: 1.3492, unweighted_recall: 0.0414,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4818, f_measure: 0.0488, kappa: -0.0467, kb_relative_information_score: 0.0413, mean_absolute_error: 0.1712, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0485, number_of_instances: 990, precision: 0.0493, predictive_accuracy: 0.0485, prior_entropy: 3.4594, relative_absolute_error: 1.0358, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3664, root_relative_squared_error: 1.2744, unweighted_recall: 0.0485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4962, f_measure: 0.0618, kappa: -0.0344, kb_relative_information_score: 0.0509, mean_absolute_error: 0.1697, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0596, number_of_instances: 990, precision: 0.0645, predictive_accuracy: 0.0596, prior_entropy: 3.4594, relative_absolute_error: 1.0267, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3694, root_relative_squared_error: 1.285, unweighted_recall: 0.0596,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4961, f_measure: 0.0633, kappa: -0.03, kb_relative_information_score: 0.0728, mean_absolute_error: 0.1679, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0636, number_of_instances: 990, precision: 0.0634, predictive_accuracy: 0.0636, prior_entropy: 3.4594, relative_absolute_error: 1.0161, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3369, root_relative_squared_error: 1.172, unweighted_recall: 0.0636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4838, f_measure: 0.0546, kappa: -0.0411, kb_relative_information_score: 0.0419, mean_absolute_error: 0.171, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0535, number_of_instances: 990, precision: 0.0561, predictive_accuracy: 0.0535, prior_entropy: 3.4594, relative_absolute_error: 1.0343, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3794, root_relative_squared_error: 1.3196, unweighted_recall: 0.0535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4885, f_measure: 0.066, kappa: -0.0267, kb_relative_information_score: 0.0621, mean_absolute_error: 0.1688, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0667, number_of_instances: 990, precision: 0.0655, predictive_accuracy: 0.0667, prior_entropy: 3.4594, relative_absolute_error: 1.021, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3645, root_relative_squared_error: 1.2679, unweighted_recall: 0.0667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4805, f_measure: 0.0548, kappa: -0.0378, kb_relative_information_score: 0.0519, mean_absolute_error: 0.17, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0566, number_of_instances: 990, precision: 0.0536, predictive_accuracy: 0.0566, prior_entropy: 3.4594, relative_absolute_error: 1.0287, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3694, root_relative_squared_error: 1.2849, unweighted_recall: 0.0566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4951, f_measure: 0.0709, kappa: -0.02, kb_relative_information_score: 0.077, mean_absolute_error: 0.1675, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0727, number_of_instances: 990, precision: 0.0708, predictive_accuracy: 0.0727, prior_entropy: 3.4594, relative_absolute_error: 1.0134, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3276, root_relative_squared_error: 1.1394, unweighted_recall: 0.0727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4704, f_measure: 0.0333, kappa: -0.0633, kb_relative_information_score: 0.0091, mean_absolute_error: 0.1751, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0333, number_of_instances: 990, precision: 0.0334, predictive_accuracy: 0.0333, prior_entropy: 3.4594, relative_absolute_error: 1.0594, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4055, root_relative_squared_error: 1.4106, unweighted_recall: 0.0333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4702, f_measure: 0.0794, kappa: -0.0133, kb_relative_information_score: 0.0739, mean_absolute_error: 0.1684, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0788, number_of_instances: 990, precision: 0.0813, predictive_accuracy: 0.0788, prior_entropy: 3.4594, relative_absolute_error: 1.0189, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3336, root_relative_squared_error: 1.1605, unweighted_recall: 0.0788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.0667, kappa: -0.0267, kb_relative_information_score: 0.0728, mean_absolute_error: 0.1681, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0667, number_of_instances: 990, precision: 0.067, predictive_accuracy: 0.0667, prior_entropy: 3.4594, relative_absolute_error: 1.017, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3475, root_relative_squared_error: 1.2087, unweighted_recall: 0.0667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4885, f_measure: 0.0675, kappa: -0.0267, kb_relative_information_score: 0.0748, mean_absolute_error: 0.1681, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0667, number_of_instances: 990, precision: 0.0705, predictive_accuracy: 0.0667, prior_entropy: 3.4594, relative_absolute_error: 1.0168, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3421, root_relative_squared_error: 1.1901, unweighted_recall: 0.0667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4729, f_measure: 0.0424, kappa: -0.0544, kb_relative_information_score: 0.0372, mean_absolute_error: 0.1722, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0414, number_of_instances: 990, precision: 0.0436, predictive_accuracy: 0.0414, prior_entropy: 3.4594, relative_absolute_error: 1.0421, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3744, root_relative_squared_error: 1.3024, unweighted_recall: 0.0414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4826, f_measure: 0.0503, kappa: -0.0444, kb_relative_information_score: 0.0375, mean_absolute_error: 0.1722, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0505, number_of_instances: 990, precision: 0.0502, predictive_accuracy: 0.0505, prior_entropy: 3.4594, relative_absolute_error: 1.0419, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3881, root_relative_squared_error: 1.3502, unweighted_recall: 0.0505,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4731, f_measure: 0.0433, kappa: -0.0533, kb_relative_information_score: 0.0305, mean_absolute_error: 0.1728, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0424, number_of_instances: 990, precision: 0.0443, predictive_accuracy: 0.0424, prior_entropy: 3.4594, relative_absolute_error: 1.0453, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3855, root_relative_squared_error: 1.341, unweighted_recall: 0.0424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4768, f_measure: 0.0733, kappa: -0.0167, kb_relative_information_score: 0.0586, mean_absolute_error: 0.1692, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0758, number_of_instances: 990, precision: 0.0714, predictive_accuracy: 0.0758, prior_entropy: 3.4594, relative_absolute_error: 1.0237, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3576, root_relative_squared_error: 1.2438, unweighted_recall: 0.0758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4646, f_measure: 0.0506, kappa: -0.0422, kb_relative_information_score: 0.0422, mean_absolute_error: 0.1715, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0525, number_of_instances: 990, precision: 0.0492, predictive_accuracy: 0.0525, prior_entropy: 3.4594, relative_absolute_error: 1.0378, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3651, root_relative_squared_error: 1.27, unweighted_recall: 0.0525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4649, f_measure: 0.0335, kappa: -0.0633, kb_relative_information_score: 0.0158, mean_absolute_error: 0.1745, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0333, number_of_instances: 990, precision: 0.0338, predictive_accuracy: 0.0333, prior_entropy: 3.4594, relative_absolute_error: 1.0555, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3929, root_relative_squared_error: 1.3666, unweighted_recall: 0.0333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4759, f_measure: 0.0492, kappa: -0.0467, kb_relative_information_score: 0.0395, mean_absolute_error: 0.1715, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0485, number_of_instances: 990, precision: 0.0501, predictive_accuracy: 0.0485, prior_entropy: 3.4594, relative_absolute_error: 1.0375, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3773, root_relative_squared_error: 1.3123, unweighted_recall: 0.0485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4766, f_measure: 0.0425, kappa: -0.0544, kb_relative_information_score: 0.0244, mean_absolute_error: 0.1734, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0414, number_of_instances: 990, precision: 0.0437, predictive_accuracy: 0.0414, prior_entropy: 3.4594, relative_absolute_error: 1.0492, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3971, root_relative_squared_error: 1.3812, unweighted_recall: 0.0414,

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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