OpenML
Supervised Classification on diabetes

Supervised Classification on diabetes

Task 37 Supervised Classification diabetes 131650 runs submitted
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  • at2 basic mythbusting mythbusting_1 OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_15 study_20 study_29 study_30 study_41 study_7 study_70 study_73 study_98 study_99 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6785, f_measure: 0.7133, kappa: 0.3621, kb_relative_information_score: 0.1738, mean_absolute_error: 0.3832, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7174, number_of_instances: 768, precision: 0.7114, predictive_accuracy: 0.7174, prior_entropy: 0.9331, relative_absolute_error: 0.843, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.446, root_relative_squared_error: 0.9357, unweighted_recall: 0.6765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6785, f_measure: 0.7133, kappa: 0.3621, kb_relative_information_score: 0.1738, mean_absolute_error: 0.3832, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7174, number_of_instances: 768, precision: 0.7114, predictive_accuracy: 0.7174, prior_entropy: 0.9331, relative_absolute_error: 0.843, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.446, root_relative_squared_error: 0.9357, unweighted_recall: 0.6765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6785, f_measure: 0.7133, kappa: 0.3621, kb_relative_information_score: 0.1738, mean_absolute_error: 0.3832, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7174, number_of_instances: 768, precision: 0.7114, predictive_accuracy: 0.7174, prior_entropy: 0.9331, relative_absolute_error: 0.843, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.446, root_relative_squared_error: 0.9357, unweighted_recall: 0.6765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6785, f_measure: 0.7133, kappa: 0.3621, kb_relative_information_score: 0.1738, mean_absolute_error: 0.3832, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7174, number_of_instances: 768, precision: 0.7114, predictive_accuracy: 0.7174, prior_entropy: 0.9331, relative_absolute_error: 0.843, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.446, root_relative_squared_error: 0.9357, unweighted_recall: 0.6765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6785, f_measure: 0.7133, kappa: 0.3621, kb_relative_information_score: 0.1738, mean_absolute_error: 0.3832, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7174, number_of_instances: 768, precision: 0.7114, predictive_accuracy: 0.7174, prior_entropy: 0.9331, relative_absolute_error: 0.843, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.446, root_relative_squared_error: 0.9357, unweighted_recall: 0.6765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6785, f_measure: 0.7133, kappa: 0.3621, kb_relative_information_score: 0.1738, mean_absolute_error: 0.3832, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7174, number_of_instances: 768, precision: 0.7114, predictive_accuracy: 0.7174, prior_entropy: 0.9331, relative_absolute_error: 0.843, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.446, root_relative_squared_error: 0.9357, unweighted_recall: 0.6765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8209, f_measure: 0.7413, kappa: 0.419, kb_relative_information_score: 0.2425, mean_absolute_error: 0.3536, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7513, number_of_instances: 768, precision: 0.7442, predictive_accuracy: 0.7513, prior_entropy: 0.9331, relative_absolute_error: 0.778, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4066, root_relative_squared_error: 0.853, unweighted_recall: 0.6973,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8238, f_measure: 0.756, kappa: 0.4524, kb_relative_information_score: 0.2811, mean_absolute_error: 0.3339, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7643, number_of_instances: 768, precision: 0.7584, predictive_accuracy: 0.7643, prior_entropy: 0.9331, relative_absolute_error: 0.7347, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4013, root_relative_squared_error: 0.842, unweighted_recall: 0.7143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8365, f_measure: 0.7582, kappa: 0.4579, kb_relative_information_score: 0.3006, mean_absolute_error: 0.3254, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7656, number_of_instances: 768, precision: 0.7598, predictive_accuracy: 0.7656, prior_entropy: 0.9331, relative_absolute_error: 0.716, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3949, root_relative_squared_error: 0.8284, unweighted_recall: 0.7179,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8394, f_measure: 0.7724, kappa: 0.4931, kb_relative_information_score: 0.3351, mean_absolute_error: 0.3074, mean_prior_absolute_error: 0.4545, weighted_recall: 0.776, number_of_instances: 768, precision: 0.7717, predictive_accuracy: 0.776, prior_entropy: 0.9331, relative_absolute_error: 0.6763, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3918, root_relative_squared_error: 0.8221, unweighted_recall: 0.7397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6785, f_measure: 0.7133, kappa: 0.3621, kb_relative_information_score: 0.1738, mean_absolute_error: 0.3832, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7174, number_of_instances: 768, precision: 0.7114, predictive_accuracy: 0.7174, prior_entropy: 0.9331, relative_absolute_error: 0.843, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.446, root_relative_squared_error: 0.9357, unweighted_recall: 0.6765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5863, f_measure: 0.6282, kappa: 0.1755, kb_relative_information_score: 0.156, mean_absolute_error: 0.3685, mean_prior_absolute_error: 0.4545, weighted_recall: 0.6315, number_of_instances: 768, precision: 0.6256, predictive_accuracy: 0.6315, prior_entropy: 0.9331, relative_absolute_error: 0.8108, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.607, root_relative_squared_error: 1.2736, unweighted_recall: 0.5863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6961, f_measure: 0.683, kappa: 0.2873, kb_relative_information_score: 0.1844, mean_absolute_error: 0.3694, mean_prior_absolute_error: 0.4545, weighted_recall: 0.6966, number_of_instances: 768, precision: 0.683, predictive_accuracy: 0.6966, prior_entropy: 0.9331, relative_absolute_error: 0.8127, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4562, root_relative_squared_error: 0.9571, unweighted_recall: 0.6346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.742, f_measure: 0.7188, kappa: 0.3729, kb_relative_information_score: 0.2569, mean_absolute_error: 0.3326, mean_prior_absolute_error: 0.4545, weighted_recall: 0.724, number_of_instances: 768, precision: 0.717, predictive_accuracy: 0.724, prior_entropy: 0.9331, relative_absolute_error: 0.7317, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4451, root_relative_squared_error: 0.9337, unweighted_recall: 0.6807,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7267, f_measure: 0.7679, kappa: 0.4791, kb_relative_information_score: 0.487, mean_absolute_error: 0.224, mean_prior_absolute_error: 0.4545, weighted_recall: 0.776, number_of_instances: 768, precision: 0.7713, predictive_accuracy: 0.776, prior_entropy: 0.9331, relative_absolute_error: 0.4928, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4732, root_relative_squared_error: 0.9929, unweighted_recall: 0.7267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5345, f_measure: 0.5645, kappa: 0.0661, kb_relative_information_score: -0.014, mean_absolute_error: 0.4427, mean_prior_absolute_error: 0.4545, weighted_recall: 0.5573, number_of_instances: 768, precision: 0.5762, predictive_accuracy: 0.5573, prior_entropy: 0.9331, relative_absolute_error: 0.9741, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.6654, root_relative_squared_error: 1.3959, unweighted_recall: 0.5345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8291, f_measure: 0.7683, kappa: 0.4801, kb_relative_information_score: 0.3264, mean_absolute_error: 0.3133, mean_prior_absolute_error: 0.4545, weighted_recall: 0.776, number_of_instances: 768, precision: 0.7712, predictive_accuracy: 0.776, prior_entropy: 0.9331, relative_absolute_error: 0.6892, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8334, unweighted_recall: 0.7276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8286, f_measure: 0.7642, kappa: 0.4732, kb_relative_information_score: 0.2938, mean_absolute_error: 0.3268, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7695, number_of_instances: 768, precision: 0.7642, predictive_accuracy: 0.7695, prior_entropy: 0.9331, relative_absolute_error: 0.719, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3999, root_relative_squared_error: 0.8389, unweighted_recall: 0.7278,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7966, f_measure: 0.7506, kappa: 0.4439, kb_relative_information_score: 0.316, mean_absolute_error: 0.3108, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7552, number_of_instances: 768, precision: 0.7496, predictive_accuracy: 0.7552, prior_entropy: 0.9331, relative_absolute_error: 0.6839, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4191, root_relative_squared_error: 0.8793, unweighted_recall: 0.715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8148, f_measure: 0.7571, kappa: 0.4596, kb_relative_information_score: -0.1398, mean_absolute_error: 0.4912, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7604, number_of_instances: 768, precision: 0.7559, predictive_accuracy: 0.7604, prior_entropy: 0.9331, relative_absolute_error: 1.0807, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4916, root_relative_squared_error: 1.0315, unweighted_recall: 0.7242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6722, f_measure: 0.701, kappa: 0.3432, kb_relative_information_score: 0.3141, mean_absolute_error: 0.2995, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7005, number_of_instances: 768, precision: 0.7016, predictive_accuracy: 0.7005, prior_entropy: 0.9331, relative_absolute_error: 0.6589, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.5472, root_relative_squared_error: 1.1481, unweighted_recall: 0.6722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5863, f_measure: 0.6282, kappa: 0.1755, kb_relative_information_score: 0.156, mean_absolute_error: 0.3685, mean_prior_absolute_error: 0.4545, weighted_recall: 0.6315, number_of_instances: 768, precision: 0.6256, predictive_accuracy: 0.6315, prior_entropy: 0.9331, relative_absolute_error: 0.8108, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.607, root_relative_squared_error: 1.2736, unweighted_recall: 0.5863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7032, f_measure: 0.6834, kappa: 0.2905, kb_relative_information_score: 0.1512, mean_absolute_error: 0.3837, mean_prior_absolute_error: 0.4545, weighted_recall: 0.6927, number_of_instances: 768, precision: 0.6812, predictive_accuracy: 0.6927, prior_entropy: 0.9331, relative_absolute_error: 0.8442, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4549, root_relative_squared_error: 0.9544, unweighted_recall: 0.6385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.742, f_measure: 0.7188, kappa: 0.3729, kb_relative_information_score: 0.2569, mean_absolute_error: 0.3326, mean_prior_absolute_error: 0.4545, weighted_recall: 0.724, number_of_instances: 768, precision: 0.717, predictive_accuracy: 0.724, prior_entropy: 0.9331, relative_absolute_error: 0.7317, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4451, root_relative_squared_error: 0.9337, unweighted_recall: 0.6807,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7267, f_measure: 0.7679, kappa: 0.4791, kb_relative_information_score: 0.487, mean_absolute_error: 0.224, mean_prior_absolute_error: 0.4545, weighted_recall: 0.776, number_of_instances: 768, precision: 0.7713, predictive_accuracy: 0.776, prior_entropy: 0.9331, relative_absolute_error: 0.4928, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4732, root_relative_squared_error: 0.9929, unweighted_recall: 0.7267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5345, f_measure: 0.5645, kappa: 0.0661, kb_relative_information_score: -0.014, mean_absolute_error: 0.4427, mean_prior_absolute_error: 0.4545, weighted_recall: 0.5573, number_of_instances: 768, precision: 0.5762, predictive_accuracy: 0.5573, prior_entropy: 0.9331, relative_absolute_error: 0.9741, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.6654, root_relative_squared_error: 1.3959, unweighted_recall: 0.5345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8291, f_measure: 0.7683, kappa: 0.4801, kb_relative_information_score: 0.3264, mean_absolute_error: 0.3133, mean_prior_absolute_error: 0.4545, weighted_recall: 0.776, number_of_instances: 768, precision: 0.7712, predictive_accuracy: 0.776, prior_entropy: 0.9331, relative_absolute_error: 0.6892, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8334, unweighted_recall: 0.7276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8183, f_measure: 0.7434, kappa: 0.4259, kb_relative_information_score: 0.2827, mean_absolute_error: 0.3305, mean_prior_absolute_error: 0.4545, weighted_recall: 0.75, number_of_instances: 768, precision: 0.7432, predictive_accuracy: 0.75, prior_entropy: 0.9331, relative_absolute_error: 0.7273, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4047, root_relative_squared_error: 0.849, unweighted_recall: 0.7041,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8048, f_measure: 0.7489, kappa: 0.4395, kb_relative_information_score: 0.3259, mean_absolute_error: 0.3057, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7539, number_of_instances: 768, precision: 0.748, predictive_accuracy: 0.7539, prior_entropy: 0.9331, relative_absolute_error: 0.6727, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4165, root_relative_squared_error: 0.8739, unweighted_recall: 0.7123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8148, f_measure: 0.7571, kappa: 0.4596, kb_relative_information_score: -0.1398, mean_absolute_error: 0.4912, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7604, number_of_instances: 768, precision: 0.7559, predictive_accuracy: 0.7604, prior_entropy: 0.9331, relative_absolute_error: 1.0807, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4916, root_relative_squared_error: 1.0315, unweighted_recall: 0.7242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6637, f_measure: 0.6941, kappa: 0.3271, kb_relative_information_score: 0.2991, mean_absolute_error: 0.306, mean_prior_absolute_error: 0.4545, weighted_recall: 0.694, number_of_instances: 768, precision: 0.6943, predictive_accuracy: 0.694, prior_entropy: 0.9331, relative_absolute_error: 0.6733, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.5532, root_relative_squared_error: 1.1605, unweighted_recall: 0.6637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6657, f_measure: 0.6965, kappa: 0.3317, kb_relative_information_score: 0.3051, mean_absolute_error: 0.3034, mean_prior_absolute_error: 0.4545, weighted_recall: 0.6966, number_of_instances: 768, precision: 0.6964, predictive_accuracy: 0.6966, prior_entropy: 0.9331, relative_absolute_error: 0.6675, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.5508, root_relative_squared_error: 1.1556, unweighted_recall: 0.6657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6707, f_measure: 0.7023, kappa: 0.3432, kb_relative_information_score: 0.32, mean_absolute_error: 0.2969, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7031, number_of_instances: 768, precision: 0.7016, predictive_accuracy: 0.7031, prior_entropy: 0.9331, relative_absolute_error: 0.6532, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.5449, root_relative_squared_error: 1.1431, unweighted_recall: 0.6707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6851, f_measure: 0.71, kappa: 0.3658, kb_relative_information_score: 0.332, mean_absolute_error: 0.2917, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7083, number_of_instances: 768, precision: 0.7121, predictive_accuracy: 0.7083, prior_entropy: 0.9331, relative_absolute_error: 0.6417, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.5401, root_relative_squared_error: 1.1331, unweighted_recall: 0.6851,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6667, f_measure: 0.6977, kappa: 0.334, kb_relative_information_score: 0.3081, mean_absolute_error: 0.3021, mean_prior_absolute_error: 0.4545, weighted_recall: 0.6979, number_of_instances: 768, precision: 0.6974, predictive_accuracy: 0.6979, prior_entropy: 0.9331, relative_absolute_error: 0.6647, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.5496, root_relative_squared_error: 1.1531, unweighted_recall: 0.6667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6997, f_measure: 0.7163, kappa: 0.3691, kb_relative_information_score: 0.3573, mean_absolute_error: 0.2804, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7201, number_of_instances: 768, precision: 0.7144, predictive_accuracy: 0.7201, prior_entropy: 0.9331, relative_absolute_error: 0.6169, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.5141, root_relative_squared_error: 1.0785, unweighted_recall: 0.6803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7667, f_measure: 0.723, kappa: 0.3882, kb_relative_information_score: 0.3353, mean_absolute_error: 0.2937, mean_prior_absolute_error: 0.4545, weighted_recall: 0.724, number_of_instances: 768, precision: 0.7221, predictive_accuracy: 0.724, prior_entropy: 0.9331, relative_absolute_error: 0.6462, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4745, root_relative_squared_error: 0.9956, unweighted_recall: 0.6928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8052, f_measure: 0.7383, kappa: 0.4192, kb_relative_information_score: 0.3784, mean_absolute_error: 0.2784, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7409, number_of_instances: 768, precision: 0.7368, predictive_accuracy: 0.7409, prior_entropy: 0.9331, relative_absolute_error: 0.6125, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4333, root_relative_squared_error: 0.909, unweighted_recall: 0.7058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8192, f_measure: 0.7526, kappa: 0.4464, kb_relative_information_score: 0.2842, mean_absolute_error: 0.3309, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7591, number_of_instances: 768, precision: 0.7529, predictive_accuracy: 0.7591, prior_entropy: 0.9331, relative_absolute_error: 0.728, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4037, root_relative_squared_error: 0.8469, unweighted_recall: 0.7137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8348, f_measure: 0.7698, kappa: 0.4872, kb_relative_information_score: 0.3654, mean_absolute_error: 0.2913, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7734, number_of_instances: 768, precision: 0.769, predictive_accuracy: 0.7734, prior_entropy: 0.9331, relative_absolute_error: 0.6409, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3964, root_relative_squared_error: 0.8317, unweighted_recall: 0.7368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8146, f_measure: 0.7571, kappa: 0.4596, kb_relative_information_score: -0.1398, mean_absolute_error: 0.4912, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7604, number_of_instances: 768, precision: 0.7559, predictive_accuracy: 0.7604, prior_entropy: 0.9331, relative_absolute_error: 1.0807, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4917, root_relative_squared_error: 1.0315, unweighted_recall: 0.7242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8312, f_measure: 0.7727, kappa: 0.494, kb_relative_information_score: 0.3159, mean_absolute_error: 0.3166, mean_prior_absolute_error: 0.4545, weighted_recall: 0.776, number_of_instances: 768, precision: 0.7718, predictive_accuracy: 0.776, prior_entropy: 0.9331, relative_absolute_error: 0.6967, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8336, unweighted_recall: 0.7406,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7131, f_measure: 0.754, kappa: 0.4484, kb_relative_information_score: 0.4542, mean_absolute_error: 0.2383, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7617, number_of_instances: 768, precision: 0.7555, predictive_accuracy: 0.7617, prior_entropy: 0.9331, relative_absolute_error: 0.5243, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4881, root_relative_squared_error: 1.0241, unweighted_recall: 0.7131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8127, f_measure: 0.7559, kappa: 0.4572, kb_relative_information_score: 0.3634, mean_absolute_error: 0.2876, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7591, number_of_instances: 768, precision: 0.7547, predictive_accuracy: 0.7591, prior_entropy: 0.9331, relative_absolute_error: 0.6328, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4222, root_relative_squared_error: 0.8859, unweighted_recall: 0.7232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6723, f_measure: 0.702, kappa: 0.3443, kb_relative_information_score: 0.317, mean_absolute_error: 0.2982, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7018, number_of_instances: 768, precision: 0.7021, predictive_accuracy: 0.7018, prior_entropy: 0.9331, relative_absolute_error: 0.6561, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.5461, root_relative_squared_error: 1.1456, unweighted_recall: 0.6723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7768, f_measure: 0.7371, kappa: 0.4133, kb_relative_information_score: 0.2998, mean_absolute_error: 0.3161, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7422, number_of_instances: 768, precision: 0.7358, predictive_accuracy: 0.7422, prior_entropy: 0.9331, relative_absolute_error: 0.6956, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4289, root_relative_squared_error: 0.8998, unweighted_recall: 0.6999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.69, f_measure: 0.7262, kappa: 0.3904, kb_relative_information_score: 0.3827, mean_absolute_error: 0.2695, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7305, number_of_instances: 768, precision: 0.7245, predictive_accuracy: 0.7305, prior_entropy: 0.9331, relative_absolute_error: 0.593, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.5192, root_relative_squared_error: 1.0892, unweighted_recall: 0.69,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8303, f_measure: 0.7713, kappa: 0.4871, kb_relative_information_score: 0.3302, mean_absolute_error: 0.3112, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7786, number_of_instances: 768, precision: 0.7739, predictive_accuracy: 0.7786, prior_entropy: 0.9331, relative_absolute_error: 0.6848, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3963, root_relative_squared_error: 0.8314, unweighted_recall: 0.7313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7667, f_measure: 0.723, kappa: 0.3882, kb_relative_information_score: 0.3353, mean_absolute_error: 0.2937, mean_prior_absolute_error: 0.4545, weighted_recall: 0.724, number_of_instances: 768, precision: 0.7221, predictive_accuracy: 0.724, prior_entropy: 0.9331, relative_absolute_error: 0.6462, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4745, root_relative_squared_error: 0.9956, unweighted_recall: 0.6928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8052, f_measure: 0.7383, kappa: 0.4192, kb_relative_information_score: 0.3784, mean_absolute_error: 0.2784, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7409, number_of_instances: 768, precision: 0.7368, predictive_accuracy: 0.7409, prior_entropy: 0.9331, relative_absolute_error: 0.6125, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4333, root_relative_squared_error: 0.909, unweighted_recall: 0.7058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8192, f_measure: 0.7526, kappa: 0.4464, kb_relative_information_score: 0.2842, mean_absolute_error: 0.3309, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7591, number_of_instances: 768, precision: 0.7529, predictive_accuracy: 0.7591, prior_entropy: 0.9331, relative_absolute_error: 0.728, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4037, root_relative_squared_error: 0.8469, unweighted_recall: 0.7137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8348, f_measure: 0.7698, kappa: 0.4872, kb_relative_information_score: 0.3654, mean_absolute_error: 0.2913, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7734, number_of_instances: 768, precision: 0.769, predictive_accuracy: 0.7734, prior_entropy: 0.9331, relative_absolute_error: 0.6409, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3964, root_relative_squared_error: 0.8317, unweighted_recall: 0.7368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8146, f_measure: 0.7571, kappa: 0.4596, kb_relative_information_score: -0.1398, mean_absolute_error: 0.4912, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7604, number_of_instances: 768, precision: 0.7559, predictive_accuracy: 0.7604, prior_entropy: 0.9331, relative_absolute_error: 1.0807, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4917, root_relative_squared_error: 1.0315, unweighted_recall: 0.7242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8312, f_measure: 0.7727, kappa: 0.494, kb_relative_information_score: 0.3159, mean_absolute_error: 0.3166, mean_prior_absolute_error: 0.4545, weighted_recall: 0.776, number_of_instances: 768, precision: 0.7718, predictive_accuracy: 0.776, prior_entropy: 0.9331, relative_absolute_error: 0.6967, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8336, unweighted_recall: 0.7406,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7131, f_measure: 0.754, kappa: 0.4484, kb_relative_information_score: 0.4542, mean_absolute_error: 0.2383, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7617, number_of_instances: 768, precision: 0.7555, predictive_accuracy: 0.7617, prior_entropy: 0.9331, relative_absolute_error: 0.5243, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4881, root_relative_squared_error: 1.0241, unweighted_recall: 0.7131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8127, f_measure: 0.7559, kappa: 0.4572, kb_relative_information_score: 0.3634, mean_absolute_error: 0.2876, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7591, number_of_instances: 768, precision: 0.7547, predictive_accuracy: 0.7591, prior_entropy: 0.9331, relative_absolute_error: 0.6328, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4222, root_relative_squared_error: 0.8859, unweighted_recall: 0.7232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6723, f_measure: 0.702, kappa: 0.3443, kb_relative_information_score: 0.317, mean_absolute_error: 0.2982, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7018, number_of_instances: 768, precision: 0.7021, predictive_accuracy: 0.7018, prior_entropy: 0.9331, relative_absolute_error: 0.6561, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.5461, root_relative_squared_error: 1.1456, unweighted_recall: 0.6723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7768, f_measure: 0.7371, kappa: 0.4133, kb_relative_information_score: 0.2998, mean_absolute_error: 0.3161, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7422, number_of_instances: 768, precision: 0.7358, predictive_accuracy: 0.7422, prior_entropy: 0.9331, relative_absolute_error: 0.6956, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4289, root_relative_squared_error: 0.8998, unweighted_recall: 0.6999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.69, f_measure: 0.7262, kappa: 0.3904, kb_relative_information_score: 0.3827, mean_absolute_error: 0.2695, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7305, number_of_instances: 768, precision: 0.7245, predictive_accuracy: 0.7305, prior_entropy: 0.9331, relative_absolute_error: 0.593, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.5192, root_relative_squared_error: 1.0892, unweighted_recall: 0.69,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8303, f_measure: 0.7713, kappa: 0.4871, kb_relative_information_score: 0.3302, mean_absolute_error: 0.3112, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7786, number_of_instances: 768, precision: 0.7739, predictive_accuracy: 0.7786, prior_entropy: 0.9331, relative_absolute_error: 0.6848, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3963, root_relative_squared_error: 0.8314, unweighted_recall: 0.7313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7667, f_measure: 0.723, kappa: 0.3882, kb_relative_information_score: 0.3353, mean_absolute_error: 0.2937, mean_prior_absolute_error: 0.4545, weighted_recall: 0.724, number_of_instances: 768, precision: 0.7221, predictive_accuracy: 0.724, prior_entropy: 0.9331, relative_absolute_error: 0.6462, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4745, root_relative_squared_error: 0.9956, unweighted_recall: 0.6928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8052, f_measure: 0.7383, kappa: 0.4192, kb_relative_information_score: 0.3784, mean_absolute_error: 0.2784, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7409, number_of_instances: 768, precision: 0.7368, predictive_accuracy: 0.7409, prior_entropy: 0.9331, relative_absolute_error: 0.6125, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4333, root_relative_squared_error: 0.909, unweighted_recall: 0.7058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8192, f_measure: 0.7526, kappa: 0.4464, kb_relative_information_score: 0.2842, mean_absolute_error: 0.3309, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7591, number_of_instances: 768, precision: 0.7529, predictive_accuracy: 0.7591, prior_entropy: 0.9331, relative_absolute_error: 0.728, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4037, root_relative_squared_error: 0.8469, unweighted_recall: 0.7137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8348, f_measure: 0.7698, kappa: 0.4872, kb_relative_information_score: 0.3654, mean_absolute_error: 0.2913, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7734, number_of_instances: 768, precision: 0.769, predictive_accuracy: 0.7734, prior_entropy: 0.9331, relative_absolute_error: 0.6409, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3964, root_relative_squared_error: 0.8317, unweighted_recall: 0.7368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8146, f_measure: 0.7571, kappa: 0.4596, kb_relative_information_score: -0.1398, mean_absolute_error: 0.4912, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7604, number_of_instances: 768, precision: 0.7559, predictive_accuracy: 0.7604, prior_entropy: 0.9331, relative_absolute_error: 1.0807, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4917, root_relative_squared_error: 1.0315, unweighted_recall: 0.7242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8312, f_measure: 0.7727, kappa: 0.494, kb_relative_information_score: 0.3159, mean_absolute_error: 0.3166, mean_prior_absolute_error: 0.4545, weighted_recall: 0.776, number_of_instances: 768, precision: 0.7718, predictive_accuracy: 0.776, prior_entropy: 0.9331, relative_absolute_error: 0.6967, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8336, unweighted_recall: 0.7406,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7131, f_measure: 0.754, kappa: 0.4484, kb_relative_information_score: 0.4542, mean_absolute_error: 0.2383, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7617, number_of_instances: 768, precision: 0.7555, predictive_accuracy: 0.7617, prior_entropy: 0.9331, relative_absolute_error: 0.5243, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4881, root_relative_squared_error: 1.0241, unweighted_recall: 0.7131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8127, f_measure: 0.7559, kappa: 0.4572, kb_relative_information_score: 0.3634, mean_absolute_error: 0.2876, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7591, number_of_instances: 768, precision: 0.7547, predictive_accuracy: 0.7591, prior_entropy: 0.9331, relative_absolute_error: 0.6328, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4222, root_relative_squared_error: 0.8859, unweighted_recall: 0.7232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6723, f_measure: 0.702, kappa: 0.3443, kb_relative_information_score: 0.317, mean_absolute_error: 0.2982, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7018, number_of_instances: 768, precision: 0.7021, predictive_accuracy: 0.7018, prior_entropy: 0.9331, relative_absolute_error: 0.6561, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.5461, root_relative_squared_error: 1.1456, unweighted_recall: 0.6723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7768, f_measure: 0.7371, kappa: 0.4133, kb_relative_information_score: 0.2998, mean_absolute_error: 0.3161, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7422, number_of_instances: 768, precision: 0.7358, predictive_accuracy: 0.7422, prior_entropy: 0.9331, relative_absolute_error: 0.6956, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4289, root_relative_squared_error: 0.8998, unweighted_recall: 0.6999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.69, f_measure: 0.7262, kappa: 0.3904, kb_relative_information_score: 0.3827, mean_absolute_error: 0.2695, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7305, number_of_instances: 768, precision: 0.7245, predictive_accuracy: 0.7305, prior_entropy: 0.9331, relative_absolute_error: 0.593, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.5192, root_relative_squared_error: 1.0892, unweighted_recall: 0.69,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8303, f_measure: 0.7713, kappa: 0.4871, kb_relative_information_score: 0.3302, mean_absolute_error: 0.3112, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7786, number_of_instances: 768, precision: 0.7739, predictive_accuracy: 0.7786, prior_entropy: 0.9331, relative_absolute_error: 0.6848, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3963, root_relative_squared_error: 0.8314, unweighted_recall: 0.7313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7667, f_measure: 0.723, kappa: 0.3882, kb_relative_information_score: 0.3353, mean_absolute_error: 0.2937, mean_prior_absolute_error: 0.4545, weighted_recall: 0.724, number_of_instances: 768, precision: 0.7221, predictive_accuracy: 0.724, prior_entropy: 0.9331, relative_absolute_error: 0.6462, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4745, root_relative_squared_error: 0.9956, unweighted_recall: 0.6928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8052, f_measure: 0.7383, kappa: 0.4192, kb_relative_information_score: 0.3784, mean_absolute_error: 0.2784, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7409, number_of_instances: 768, precision: 0.7368, predictive_accuracy: 0.7409, prior_entropy: 0.9331, relative_absolute_error: 0.6125, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4333, root_relative_squared_error: 0.909, unweighted_recall: 0.7058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8192, f_measure: 0.7526, kappa: 0.4464, kb_relative_information_score: 0.2842, mean_absolute_error: 0.3309, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7591, number_of_instances: 768, precision: 0.7529, predictive_accuracy: 0.7591, prior_entropy: 0.9331, relative_absolute_error: 0.728, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4037, root_relative_squared_error: 0.8469, unweighted_recall: 0.7137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8348, f_measure: 0.7698, kappa: 0.4872, kb_relative_information_score: 0.3654, mean_absolute_error: 0.2913, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7734, number_of_instances: 768, precision: 0.769, predictive_accuracy: 0.7734, prior_entropy: 0.9331, relative_absolute_error: 0.6409, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3964, root_relative_squared_error: 0.8317, unweighted_recall: 0.7368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8146, f_measure: 0.7571, kappa: 0.4596, kb_relative_information_score: -0.1398, mean_absolute_error: 0.4912, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7604, number_of_instances: 768, precision: 0.7559, predictive_accuracy: 0.7604, prior_entropy: 0.9331, relative_absolute_error: 1.0807, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4917, root_relative_squared_error: 1.0315, unweighted_recall: 0.7242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8312, f_measure: 0.7727, kappa: 0.494, kb_relative_information_score: 0.3159, mean_absolute_error: 0.3166, mean_prior_absolute_error: 0.4545, weighted_recall: 0.776, number_of_instances: 768, precision: 0.7718, predictive_accuracy: 0.776, prior_entropy: 0.9331, relative_absolute_error: 0.6967, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8336, unweighted_recall: 0.7406,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7131, f_measure: 0.754, kappa: 0.4484, kb_relative_information_score: 0.4542, mean_absolute_error: 0.2383, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7617, number_of_instances: 768, precision: 0.7555, predictive_accuracy: 0.7617, prior_entropy: 0.9331, relative_absolute_error: 0.5243, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4881, root_relative_squared_error: 1.0241, unweighted_recall: 0.7131,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

Using your favorite machine learning environment

Download this task directly in your environment and automatically upload your results

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From your own software

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

OpenML APIs