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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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, f_measure: 0.0751, kappa: -0.0178, kb_relative_information_score: 0.0766, mean_absolute_error: 0.1679, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0747, number_of_instances: 990, precision: 0.0761, predictive_accuracy: 0.0747, prior_entropy: 3.4594, relative_absolute_error: 1.0158, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3492, root_relative_squared_error: 1.2148, unweighted_recall: 0.0747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4659, f_measure: 0.0588, kappa: -0.0344, kb_relative_information_score: 0.0636, mean_absolute_error: 0.1691, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0596, number_of_instances: 990, precision: 0.0604, predictive_accuracy: 0.0596, prior_entropy: 3.4594, relative_absolute_error: 1.0232, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3287, root_relative_squared_error: 1.1435, unweighted_recall: 0.0596,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4901, f_measure: 0.0597, kappa: -0.0344, kb_relative_information_score: 0.0626, mean_absolute_error: 0.1693, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0596, number_of_instances: 990, precision: 0.06, predictive_accuracy: 0.0596, prior_entropy: 3.4594, relative_absolute_error: 1.0243, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3631, root_relative_squared_error: 1.2629, unweighted_recall: 0.0596,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4812, f_measure: 0.056, kappa: -0.0378, kb_relative_information_score: 0.0484, mean_absolute_error: 0.1705, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0566, number_of_instances: 990, precision: 0.0558, predictive_accuracy: 0.0566, prior_entropy: 3.4594, relative_absolute_error: 1.0318, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3584, root_relative_squared_error: 1.2466, unweighted_recall: 0.0566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4714, f_measure: 0.0495, kappa: -0.0433, kb_relative_information_score: 0.0321, mean_absolute_error: 0.1725, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0515, number_of_instances: 990, precision: 0.0477, predictive_accuracy: 0.0515, prior_entropy: 3.4594, relative_absolute_error: 1.0435, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3855, root_relative_squared_error: 1.341, unweighted_recall: 0.0515,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.484, f_measure: 0.0492, kappa: -0.0456, kb_relative_information_score: 0.0427, mean_absolute_error: 0.1715, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0495, number_of_instances: 990, precision: 0.0492, predictive_accuracy: 0.0495, prior_entropy: 3.4594, relative_absolute_error: 1.0373, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3743, root_relative_squared_error: 1.3018, unweighted_recall: 0.0495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4934, f_measure: 0.0691, kappa: -0.0233, kb_relative_information_score: 0.0817, mean_absolute_error: 0.167, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0697, number_of_instances: 990, precision: 0.0699, predictive_accuracy: 0.0697, prior_entropy: 3.4594, relative_absolute_error: 1.0104, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3251, root_relative_squared_error: 1.1309, unweighted_recall: 0.0697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5344, f_measure: 0.1007, kappa: 0.0211, kb_relative_information_score: 0.0882, mean_absolute_error: 0.1641, mean_prior_absolute_error: 0.1653, weighted_recall: 0.1101, number_of_instances: 990, precision: 0.1037, predictive_accuracy: 0.1101, prior_entropy: 3.4594, relative_absolute_error: 0.9926, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2981, root_relative_squared_error: 1.0368, unweighted_recall: 0.1101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4733, f_measure: 0.0664, kappa: -0.0244, kb_relative_information_score: 0.0541, mean_absolute_error: 0.1701, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0687, number_of_instances: 990, precision: 0.0647, predictive_accuracy: 0.0687, prior_entropy: 3.4594, relative_absolute_error: 1.0293, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3638, root_relative_squared_error: 1.2653, unweighted_recall: 0.0687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5275, f_measure: 0.0922, kappa: 0.0011, kb_relative_information_score: 0.102, mean_absolute_error: 0.1645, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0919, number_of_instances: 990, precision: 0.1068, predictive_accuracy: 0.0919, prior_entropy: 3.4594, relative_absolute_error: 0.995, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3057, root_relative_squared_error: 1.0633, unweighted_recall: 0.0919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4689, f_measure: 0.0348, kappa: -0.0611, kb_relative_information_score: -0.0008, mean_absolute_error: 0.1752, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0354, number_of_instances: 990, precision: 0.0344, predictive_accuracy: 0.0354, prior_entropy: 3.4594, relative_absolute_error: 1.06, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.416, root_relative_squared_error: 1.4471, unweighted_recall: 0.0354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4735, f_measure: 0.0492, kappa: -0.0467, kb_relative_information_score: 0.0297, mean_absolute_error: 0.1725, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0485, number_of_instances: 990, precision: 0.05, predictive_accuracy: 0.0485, prior_entropy: 3.4594, relative_absolute_error: 1.0439, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3822, root_relative_squared_error: 1.3294, unweighted_recall: 0.0485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4575, f_measure: 0.0504, kappa: -0.0456, kb_relative_information_score: 0.0347, mean_absolute_error: 0.1725, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0495, number_of_instances: 990, precision: 0.0518, predictive_accuracy: 0.0495, prior_entropy: 3.4594, relative_absolute_error: 1.0436, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3661, root_relative_squared_error: 1.2734, unweighted_recall: 0.0495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4913, f_measure: 0.0693, kappa: -0.0233, kb_relative_information_score: 0.0617, mean_absolute_error: 0.1688, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0697, number_of_instances: 990, precision: 0.0696, predictive_accuracy: 0.0697, prior_entropy: 3.4594, relative_absolute_error: 1.0215, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3537, root_relative_squared_error: 1.2303, unweighted_recall: 0.0697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.0757, kappa: -0.0167, kb_relative_information_score: 0.0856, mean_absolute_error: 0.1667, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0758, number_of_instances: 990, precision: 0.0769, predictive_accuracy: 0.0758, prior_entropy: 3.4594, relative_absolute_error: 1.0083, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3455, root_relative_squared_error: 1.202, unweighted_recall: 0.0758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4884, f_measure: 0.0782, kappa: -0.0133, kb_relative_information_score: 0.0743, mean_absolute_error: 0.1681, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0788, number_of_instances: 990, precision: 0.0785, predictive_accuracy: 0.0788, prior_entropy: 3.4594, relative_absolute_error: 1.0167, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3441, root_relative_squared_error: 1.1968, unweighted_recall: 0.0788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5046, f_measure: 0.0697, kappa: -0.0222, kb_relative_information_score: 0.0846, mean_absolute_error: 0.167, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0707, number_of_instances: 990, precision: 0.0699, predictive_accuracy: 0.0707, prior_entropy: 3.4594, relative_absolute_error: 1.0105, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3446, root_relative_squared_error: 1.1987, unweighted_recall: 0.0707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5013, f_measure: 0.0745, kappa: -0.0178, kb_relative_information_score: 0.0849, mean_absolute_error: 0.167, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0747, number_of_instances: 990, precision: 0.0747, predictive_accuracy: 0.0747, prior_entropy: 3.4594, relative_absolute_error: 1.0106, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.339, root_relative_squared_error: 1.1792, unweighted_recall: 0.0747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4865, f_measure: 0.0765, kappa: -0.0156, kb_relative_information_score: 0.0725, mean_absolute_error: 0.1684, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0768, number_of_instances: 990, precision: 0.0774, predictive_accuracy: 0.0768, prior_entropy: 3.4594, relative_absolute_error: 1.0187, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3465, root_relative_squared_error: 1.2054, unweighted_recall: 0.0768,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5093, f_measure: 0.1092, kappa: 0.0244, kb_relative_information_score: 0.1007, mean_absolute_error: 0.1644, mean_prior_absolute_error: 0.1653, weighted_recall: 0.1131, number_of_instances: 990, precision: 0.1065, predictive_accuracy: 0.1131, prior_entropy: 3.4594, relative_absolute_error: 0.9947, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3395, root_relative_squared_error: 1.181, unweighted_recall: 0.1131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4887, f_measure: 0.0558, kappa: -0.0389, kb_relative_information_score: 0.0657, mean_absolute_error: 0.1688, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0556, number_of_instances: 990, precision: 0.0569, predictive_accuracy: 0.0556, prior_entropy: 3.4594, relative_absolute_error: 1.0211, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.36, root_relative_squared_error: 1.2524, unweighted_recall: 0.0556,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.0638, kappa: -0.0278, kb_relative_information_score: 0.0812, mean_absolute_error: 0.1673, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0657, number_of_instances: 990, precision: 0.0626, predictive_accuracy: 0.0657, prior_entropy: 3.4594, relative_absolute_error: 1.0123, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3393, root_relative_squared_error: 1.1804, unweighted_recall: 0.0657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4853, f_measure: 0.0623, kappa: -0.03, kb_relative_information_score: 0.0545, mean_absolute_error: 0.1697, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0636, number_of_instances: 990, precision: 0.0615, predictive_accuracy: 0.0636, prior_entropy: 3.4594, relative_absolute_error: 1.0267, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3696, root_relative_squared_error: 1.2856, unweighted_recall: 0.0636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.0779, kappa: -0.0022, kb_relative_information_score: 0.096, mean_absolute_error: 0.1654, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0889, number_of_instances: 990, precision: 0.1065, predictive_accuracy: 0.0889, prior_entropy: 3.4594, relative_absolute_error: 1.0009, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3066, root_relative_squared_error: 1.0664, unweighted_recall: 0.0889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4963, f_measure: 0.0808, kappa: 0.0011, kb_relative_information_score: 0.0858, mean_absolute_error: 0.1666, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0919, number_of_instances: 990, precision: 0.0804, predictive_accuracy: 0.0919, prior_entropy: 3.4594, relative_absolute_error: 1.008, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3156, root_relative_squared_error: 1.098, unweighted_recall: 0.0919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4906, f_measure: 0.0557, kappa: -0.0389, kb_relative_information_score: 0.0486, mean_absolute_error: 0.1702, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0556, number_of_instances: 990, precision: 0.0559, predictive_accuracy: 0.0556, prior_entropy: 3.4594, relative_absolute_error: 1.03, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3661, root_relative_squared_error: 1.2736, unweighted_recall: 0.0556,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4716, f_measure: 0.0461, kappa: -0.0511, kb_relative_information_score: 0.0262, mean_absolute_error: 0.1729, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0444, number_of_instances: 990, precision: 0.0481, predictive_accuracy: 0.0444, prior_entropy: 3.4594, relative_absolute_error: 1.0459, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3795, root_relative_squared_error: 1.3201, unweighted_recall: 0.0444,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4792, f_measure: 0.0458, kappa: -0.0489, kb_relative_information_score: 0.0442, mean_absolute_error: 0.1714, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0465, number_of_instances: 990, precision: 0.0452, predictive_accuracy: 0.0465, prior_entropy: 3.4594, relative_absolute_error: 1.0368, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3692, root_relative_squared_error: 1.2843, unweighted_recall: 0.0465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4934, f_measure: 0.0656, kappa: -0.0267, kb_relative_information_score: 0.0724, mean_absolute_error: 0.1679, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0667, number_of_instances: 990, precision: 0.0651, predictive_accuracy: 0.0667, prior_entropy: 3.4594, relative_absolute_error: 1.0159, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3523, root_relative_squared_error: 1.2254, unweighted_recall: 0.0667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5095, f_measure: 0.077, kappa: -0.0111, kb_relative_information_score: 0.1029, mean_absolute_error: 0.1648, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0808, number_of_instances: 990, precision: 0.0755, predictive_accuracy: 0.0808, prior_entropy: 3.4594, relative_absolute_error: 0.997, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3226, root_relative_squared_error: 1.1221, unweighted_recall: 0.0808,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4731, f_measure: 0.0389, kappa: -0.0578, kb_relative_information_score: 0.0213, mean_absolute_error: 0.1736, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0384, number_of_instances: 990, precision: 0.0394, predictive_accuracy: 0.0384, prior_entropy: 3.4594, relative_absolute_error: 1.0504, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3939, root_relative_squared_error: 1.3701, unweighted_recall: 0.0384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4651, f_measure: 0.0317, kappa: -0.0644, kb_relative_information_score: 0.0101, mean_absolute_error: 0.1751, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0323, number_of_instances: 990, precision: 0.0311, predictive_accuracy: 0.0323, prior_entropy: 3.4594, relative_absolute_error: 1.0591, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3967, root_relative_squared_error: 1.3799, unweighted_recall: 0.0323,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4873, f_measure: 0.085, kappa: -0.0067, kb_relative_information_score: 0.0658, mean_absolute_error: 0.1684, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0848, number_of_instances: 990, precision: 0.0855, predictive_accuracy: 0.0848, prior_entropy: 3.4594, relative_absolute_error: 1.0189, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3586, root_relative_squared_error: 1.2473, unweighted_recall: 0.0848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5115, f_measure: 0.0789, kappa: -0.0133, kb_relative_information_score: 0.0955, mean_absolute_error: 0.1655, 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: 1.0012, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3192, root_relative_squared_error: 1.1103, unweighted_recall: 0.0788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4994, f_measure: 0.0736, kappa: -0.0111, kb_relative_information_score: 0.0832, mean_absolute_error: 0.166, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0808, number_of_instances: 990, precision: 0.0732, predictive_accuracy: 0.0808, prior_entropy: 3.4594, relative_absolute_error: 1.0046, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3088, root_relative_squared_error: 1.0742, unweighted_recall: 0.0808,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.0737, kappa: -0.0222, kb_relative_information_score: 0.0719, mean_absolute_error: 0.1677, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0707, number_of_instances: 990, precision: 0.0774, predictive_accuracy: 0.0707, prior_entropy: 3.4594, relative_absolute_error: 1.0148, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3466, root_relative_squared_error: 1.2057, unweighted_recall: 0.0707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4897, f_measure: 0.06, kappa: -0.0356, kb_relative_information_score: 0.0668, mean_absolute_error: 0.1688, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0586, number_of_instances: 990, precision: 0.0622, predictive_accuracy: 0.0586, prior_entropy: 3.4594, relative_absolute_error: 1.0215, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3582, root_relative_squared_error: 1.2461, unweighted_recall: 0.0586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4885, f_measure: 0.0497, kappa: -0.0456, kb_relative_information_score: 0.0409, mean_absolute_error: 0.1711, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0495, number_of_instances: 990, precision: 0.0499, predictive_accuracy: 0.0495, prior_entropy: 3.4594, relative_absolute_error: 1.0354, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3841, root_relative_squared_error: 1.3359, unweighted_recall: 0.0495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.462, f_measure: 0.0254, kappa: -0.0711, kb_relative_information_score: -0.0109, mean_absolute_error: 0.1773, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0263, number_of_instances: 990, precision: 0.0245, predictive_accuracy: 0.0263, prior_entropy: 3.4594, relative_absolute_error: 1.0724, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4159, root_relative_squared_error: 1.4469, unweighted_recall: 0.0263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4868, f_measure: 0.0758, kappa: -0.0167, kb_relative_information_score: 0.0811, mean_absolute_error: 0.1674, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0758, number_of_instances: 990, precision: 0.0768, predictive_accuracy: 0.0758, prior_entropy: 3.4594, relative_absolute_error: 1.0125, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3254, root_relative_squared_error: 1.132, unweighted_recall: 0.0758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4678, f_measure: 0.0361, kappa: -0.0611, kb_relative_information_score: 0.0103, mean_absolute_error: 0.1752, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0354, number_of_instances: 990, precision: 0.037, predictive_accuracy: 0.0354, prior_entropy: 3.4594, relative_absolute_error: 1.0598, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4007, root_relative_squared_error: 1.3938, unweighted_recall: 0.0354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5067, f_measure: 0.0727, kappa: -0.0211, kb_relative_information_score: 0.0828, mean_absolute_error: 0.1671, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0717, number_of_instances: 990, precision: 0.074, predictive_accuracy: 0.0717, prior_entropy: 3.4594, relative_absolute_error: 1.0109, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.35, root_relative_squared_error: 1.2174, unweighted_recall: 0.0717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4868, f_measure: 0.0516, kappa: -0.0456, kb_relative_information_score: 0.0334, mean_absolute_error: 0.1723, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0495, number_of_instances: 990, precision: 0.0543, predictive_accuracy: 0.0495, prior_entropy: 3.4594, relative_absolute_error: 1.0422, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3911, root_relative_squared_error: 1.3605, unweighted_recall: 0.0495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4851, f_measure: 0.0592, kappa: -0.0344, kb_relative_information_score: 0.0507, mean_absolute_error: 0.1705, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0596, number_of_instances: 990, precision: 0.0589, predictive_accuracy: 0.0596, prior_entropy: 3.4594, relative_absolute_error: 1.0315, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3774, root_relative_squared_error: 1.3127, unweighted_recall: 0.0596,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.511, f_measure: 0.0711, kappa: -0.0189, kb_relative_information_score: 0.0873, mean_absolute_error: 0.166, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0737, number_of_instances: 990, precision: 0.0696, predictive_accuracy: 0.0737, prior_entropy: 3.4594, relative_absolute_error: 1.0043, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3393, root_relative_squared_error: 1.1802, unweighted_recall: 0.0737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4875, f_measure: 0.053, kappa: -0.0411, kb_relative_information_score: 0.0464, mean_absolute_error: 0.1707, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0535, number_of_instances: 990, precision: 0.0526, predictive_accuracy: 0.0535, prior_entropy: 3.4594, relative_absolute_error: 1.0327, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3743, root_relative_squared_error: 1.3021, unweighted_recall: 0.0535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4776, f_measure: 0.0469, kappa: -0.0478, kb_relative_information_score: 0.0367, mean_absolute_error: 0.172, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0475, number_of_instances: 990, precision: 0.0467, predictive_accuracy: 0.0475, prior_entropy: 3.4594, relative_absolute_error: 1.0408, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3805, root_relative_squared_error: 1.3234, unweighted_recall: 0.0475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4832, f_measure: 0.0698, kappa: -0.0222, kb_relative_information_score: 0.062, mean_absolute_error: 0.1695, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0707, number_of_instances: 990, precision: 0.0702, predictive_accuracy: 0.0707, prior_entropy: 3.4594, relative_absolute_error: 1.0258, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3597, root_relative_squared_error: 1.2512, unweighted_recall: 0.0707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4835, f_measure: 0.0774, kb_relative_information_score: 0.0607, mean_absolute_error: 0.1667, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0909, number_of_instances: 990, precision: 0.0861, predictive_accuracy: 0.0909, prior_entropy: 3.4594, relative_absolute_error: 1.0083, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3064, root_relative_squared_error: 1.0657, unweighted_recall: 0.0909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5148, f_measure: 0.0867, kappa: 0.0022, kb_relative_information_score: 0.0922, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0929, number_of_instances: 990, precision: 0.083, predictive_accuracy: 0.0929, prior_entropy: 3.4594, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3325, root_relative_squared_error: 1.1566, unweighted_recall: 0.0929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4849, kappa: -0.0844, kb_relative_information_score: 0.0305, mean_absolute_error: 0.1668, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0141, number_of_instances: 990, predictive_accuracy: 0.0141, prior_entropy: 3.4594, relative_absolute_error: 1.0094, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2992, root_relative_squared_error: 1.0408, unweighted_recall: 0.0141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9665, f_measure: 0.6976, kappa: 0.6689, kb_relative_information_score: 0.657, mean_absolute_error: 0.0872, mean_prior_absolute_error: 0.1653, weighted_recall: 0.699, number_of_instances: 990, precision: 0.7005, predictive_accuracy: 0.699, prior_entropy: 3.4594, relative_absolute_error: 0.5277, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1966, root_relative_squared_error: 0.684, unweighted_recall: 0.699,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.3459, kappa: 0.0956, kb_relative_information_score: 0.0002, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, weighted_recall: 0.1778, number_of_instances: 990, predictive_accuracy: 0.1778, prior_entropy: 3.4594, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2875, root_relative_squared_error: 1, unweighted_recall: 0.1778,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9959, kappa: 0.9956, kb_relative_information_score: 0.9698, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.1653, weighted_recall: 0.996, number_of_instances: 990, precision: 0.996, predictive_accuracy: 0.996, prior_entropy: 3.4594, relative_absolute_error: 0.0722, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0347, root_relative_squared_error: 0.1209, unweighted_recall: 0.996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9959, kappa: 0.9956, kb_relative_information_score: 0.9693, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.1653, weighted_recall: 0.996, number_of_instances: 990, precision: 0.996, predictive_accuracy: 0.996, prior_entropy: 3.4594, relative_absolute_error: 0.0732, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0357, root_relative_squared_error: 0.1241, unweighted_recall: 0.996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7953, f_measure: 0.3126, kappa: 0.2867, kb_relative_information_score: 0.2191, mean_absolute_error: 0.1526, mean_prior_absolute_error: 0.1653, weighted_recall: 0.3515, number_of_instances: 990, precision: 0.3192, predictive_accuracy: 0.3515, prior_entropy: 3.4594, relative_absolute_error: 0.9233, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2732, root_relative_squared_error: 0.9505, unweighted_recall: 0.3515,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9817, kappa: 0.98, kb_relative_information_score: 0.9433, mean_absolute_error: 0.0202, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9818, number_of_instances: 990, precision: 0.9819, predictive_accuracy: 0.9818, prior_entropy: 3.4594, relative_absolute_error: 0.1221, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0631, root_relative_squared_error: 0.2196, unweighted_recall: 0.9818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9959, kappa: 0.9956, kb_relative_information_score: 0.97, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.1653, weighted_recall: 0.996, number_of_instances: 990, precision: 0.996, predictive_accuracy: 0.996, prior_entropy: 3.4594, relative_absolute_error: 0.072, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0341, root_relative_squared_error: 0.1186, unweighted_recall: 0.996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9313, kappa: 0.9244, kb_relative_information_score: 0.8958, mean_absolute_error: 0.0324, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9313, number_of_instances: 990, precision: 0.9325, predictive_accuracy: 0.9313, prior_entropy: 3.4594, relative_absolute_error: 0.1961, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1004, root_relative_squared_error: 0.3491, unweighted_recall: 0.9313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7843, f_measure: 0.3791, kappa: 0.35, kb_relative_information_score: 0.2549, mean_absolute_error: 0.1433, mean_prior_absolute_error: 0.1653, weighted_recall: 0.4091, number_of_instances: 990, precision: 0.3742, predictive_accuracy: 0.4091, prior_entropy: 3.4594, relative_absolute_error: 0.8667, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2627, root_relative_squared_error: 0.9138, unweighted_recall: 0.4091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.7482, kappa: 0.7244, kb_relative_information_score: 0.7085, mean_absolute_error: 0.076, mean_prior_absolute_error: 0.1653, weighted_recall: 0.7495, number_of_instances: 990, precision: 0.7501, predictive_accuracy: 0.7495, prior_entropy: 3.4594, relative_absolute_error: 0.46, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1805, root_relative_squared_error: 0.6278, unweighted_recall: 0.7495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.8116, kappa: 0.7944, kb_relative_information_score: 0.7735, mean_absolute_error: 0.0611, mean_prior_absolute_error: 0.1653, weighted_recall: 0.8131, number_of_instances: 990, precision: 0.8119, predictive_accuracy: 0.8131, prior_entropy: 3.4594, relative_absolute_error: 0.3697, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1568, root_relative_squared_error: 0.5453, unweighted_recall: 0.8131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.996, kappa: 0.9956, kb_relative_information_score: 0.9672, mean_absolute_error: 0.0126, mean_prior_absolute_error: 0.1653, weighted_recall: 0.996, number_of_instances: 990, precision: 0.996, predictive_accuracy: 0.996, prior_entropy: 3.4594, relative_absolute_error: 0.0761, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0394, root_relative_squared_error: 0.1371, unweighted_recall: 0.996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9848, kappa: 0.9833, kb_relative_information_score: 0.9587, mean_absolute_error: 0.015, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9848, number_of_instances: 990, precision: 0.9849, predictive_accuracy: 0.9848, prior_entropy: 3.4594, relative_absolute_error: 0.091, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.052, root_relative_squared_error: 0.181, unweighted_recall: 0.9848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9929, kappa: 0.9922, kb_relative_information_score: 0.9653, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9929, number_of_instances: 990, precision: 0.993, predictive_accuracy: 0.9929, prior_entropy: 3.4594, relative_absolute_error: 0.0792, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0424, root_relative_squared_error: 0.1476, unweighted_recall: 0.9929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9377, f_measure: 0.6448, kappa: 0.61, kb_relative_information_score: 0.5776, mean_absolute_error: 0.1051, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6455, number_of_instances: 990, precision: 0.6499, predictive_accuracy: 0.6455, prior_entropy: 3.4594, relative_absolute_error: 0.6358, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2179, root_relative_squared_error: 0.7579, unweighted_recall: 0.6455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9031, f_measure: 0.4244, kappa: 0.4122, kb_relative_information_score: 0.2733, mean_absolute_error: 0.1472, mean_prior_absolute_error: 0.1653, weighted_recall: 0.4657, number_of_instances: 990, precision: 0.4595, predictive_accuracy: 0.4657, prior_entropy: 3.4594, relative_absolute_error: 0.8906, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2618, root_relative_squared_error: 0.9107, unweighted_recall: 0.4657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9377, f_measure: 0.6448, kappa: 0.61, kb_relative_information_score: 0.5778, mean_absolute_error: 0.1051, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6455, number_of_instances: 990, precision: 0.6496, predictive_accuracy: 0.6455, prior_entropy: 3.4594, relative_absolute_error: 0.6358, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2178, root_relative_squared_error: 0.7576, unweighted_recall: 0.6455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9377, f_measure: 0.6448, kappa: 0.61, kb_relative_information_score: 0.5776, mean_absolute_error: 0.1051, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6455, number_of_instances: 990, precision: 0.6499, predictive_accuracy: 0.6455, prior_entropy: 3.4594, relative_absolute_error: 0.6358, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2179, root_relative_squared_error: 0.7579, unweighted_recall: 0.6455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.8147, kappa: 0.7967, kb_relative_information_score: 0.7838, mean_absolute_error: 0.0568, mean_prior_absolute_error: 0.1653, weighted_recall: 0.8152, number_of_instances: 990, precision: 0.815, predictive_accuracy: 0.8152, prior_entropy: 3.4594, relative_absolute_error: 0.3439, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1612, root_relative_squared_error: 0.5606, unweighted_recall: 0.8152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9699, f_measure: 0.742, kappa: 0.7189, kb_relative_information_score: 0.6765, mean_absolute_error: 0.0847, mean_prior_absolute_error: 0.1653, weighted_recall: 0.7444, number_of_instances: 990, precision: 0.7447, predictive_accuracy: 0.7444, prior_entropy: 3.4594, relative_absolute_error: 0.5125, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1905, root_relative_squared_error: 0.6625, unweighted_recall: 0.7444,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9031, f_measure: 0.4244, kappa: 0.4122, kb_relative_information_score: 0.2733, mean_absolute_error: 0.1472, mean_prior_absolute_error: 0.1653, weighted_recall: 0.4657, number_of_instances: 990, precision: 0.4595, predictive_accuracy: 0.4657, prior_entropy: 3.4594, relative_absolute_error: 0.8906, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2618, root_relative_squared_error: 0.9107, unweighted_recall: 0.4657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9431, f_measure: 0.5904, kappa: 0.56, kb_relative_information_score: 0.5039, mean_absolute_error: 0.1183, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6, number_of_instances: 990, precision: 0.5974, predictive_accuracy: 0.6, prior_entropy: 3.4594, relative_absolute_error: 0.7155, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2286, root_relative_squared_error: 0.795, unweighted_recall: 0.6,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9378, f_measure: 0.6364, kappa: 0.6056, kb_relative_information_score: 0.5623, mean_absolute_error: 0.1088, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6414, number_of_instances: 990, precision: 0.6404, predictive_accuracy: 0.6414, prior_entropy: 3.4594, relative_absolute_error: 0.6583, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2202, root_relative_squared_error: 0.7659, unweighted_recall: 0.6414,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9392, f_measure: 0.6434, kappa: 0.6133, kb_relative_information_score: 0.5662, mean_absolute_error: 0.1083, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6485, number_of_instances: 990, precision: 0.6478, predictive_accuracy: 0.6485, prior_entropy: 3.4594, relative_absolute_error: 0.655, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2196, root_relative_squared_error: 0.7639, unweighted_recall: 0.6485,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9392, f_measure: 0.6434, kappa: 0.6133, kb_relative_information_score: 0.5662, mean_absolute_error: 0.1083, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6485, number_of_instances: 990, precision: 0.6478, predictive_accuracy: 0.6485, prior_entropy: 3.4594, relative_absolute_error: 0.655, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2196, root_relative_squared_error: 0.7639, unweighted_recall: 0.6485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9392, f_measure: 0.6434, kappa: 0.6133, kb_relative_information_score: 0.5662, mean_absolute_error: 0.1083, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6485, number_of_instances: 990, precision: 0.6478, predictive_accuracy: 0.6485, prior_entropy: 3.4594, relative_absolute_error: 0.655, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2196, root_relative_squared_error: 0.7639, unweighted_recall: 0.6485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9392, f_measure: 0.6434, kappa: 0.6133, kb_relative_information_score: 0.5662, mean_absolute_error: 0.1083, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6485, number_of_instances: 990, precision: 0.6478, predictive_accuracy: 0.6485, prior_entropy: 3.4594, relative_absolute_error: 0.655, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2196, root_relative_squared_error: 0.7639, unweighted_recall: 0.6485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9392, f_measure: 0.6434, kappa: 0.6133, kb_relative_information_score: 0.5662, mean_absolute_error: 0.1083, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6485, number_of_instances: 990, precision: 0.6478, predictive_accuracy: 0.6485, prior_entropy: 3.4594, relative_absolute_error: 0.655, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2196, root_relative_squared_error: 0.7639, unweighted_recall: 0.6485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9392, f_measure: 0.6434, kappa: 0.6133, kb_relative_information_score: 0.5662, mean_absolute_error: 0.1083, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6485, number_of_instances: 990, precision: 0.6478, predictive_accuracy: 0.6485, prior_entropy: 3.4594, relative_absolute_error: 0.655, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2196, root_relative_squared_error: 0.7639, unweighted_recall: 0.6485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9392, f_measure: 0.6434, kappa: 0.6133, kb_relative_information_score: 0.5662, mean_absolute_error: 0.1083, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6485, number_of_instances: 990, precision: 0.6478, predictive_accuracy: 0.6485, prior_entropy: 3.4594, relative_absolute_error: 0.655, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2196, root_relative_squared_error: 0.7639, unweighted_recall: 0.6485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9392, f_measure: 0.6434, kappa: 0.6133, kb_relative_information_score: 0.5662, mean_absolute_error: 0.1083, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6485, number_of_instances: 990, precision: 0.6478, predictive_accuracy: 0.6485, prior_entropy: 3.4594, relative_absolute_error: 0.655, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2196, root_relative_squared_error: 0.7639, unweighted_recall: 0.6485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9392, f_measure: 0.6434, kappa: 0.6133, kb_relative_information_score: 0.5662, mean_absolute_error: 0.1083, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6485, number_of_instances: 990, precision: 0.6478, predictive_accuracy: 0.6485, prior_entropy: 3.4594, relative_absolute_error: 0.655, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2196, root_relative_squared_error: 0.7639, unweighted_recall: 0.6485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9392, f_measure: 0.6434, kappa: 0.6133, kb_relative_information_score: 0.5662, mean_absolute_error: 0.1083, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6485, number_of_instances: 990, precision: 0.6478, predictive_accuracy: 0.6485, prior_entropy: 3.4594, relative_absolute_error: 0.655, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2196, root_relative_squared_error: 0.7639, unweighted_recall: 0.6485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9392, f_measure: 0.6434, kappa: 0.6133, kb_relative_information_score: 0.5662, mean_absolute_error: 0.1083, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6485, number_of_instances: 990, precision: 0.6478, predictive_accuracy: 0.6485, prior_entropy: 3.4594, relative_absolute_error: 0.655, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2196, root_relative_squared_error: 0.7639, unweighted_recall: 0.6485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9392, f_measure: 0.6434, kappa: 0.6133, kb_relative_information_score: 0.5662, mean_absolute_error: 0.1083, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6485, number_of_instances: 990, precision: 0.6478, predictive_accuracy: 0.6485, prior_entropy: 3.4594, relative_absolute_error: 0.655, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2196, root_relative_squared_error: 0.7639, unweighted_recall: 0.6485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9392, f_measure: 0.6434, kappa: 0.6133, kb_relative_information_score: 0.5662, mean_absolute_error: 0.1083, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6485, number_of_instances: 990, precision: 0.6478, predictive_accuracy: 0.6485, prior_entropy: 3.4594, relative_absolute_error: 0.655, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2196, root_relative_squared_error: 0.7639, unweighted_recall: 0.6485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9377, f_measure: 0.6375, kappa: 0.6056, kb_relative_information_score: 0.5676, mean_absolute_error: 0.1076, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6414, number_of_instances: 990, precision: 0.6402, predictive_accuracy: 0.6414, prior_entropy: 3.4594, relative_absolute_error: 0.651, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2194, root_relative_squared_error: 0.7632, unweighted_recall: 0.6414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9377, f_measure: 0.6375, kappa: 0.6056, kb_relative_information_score: 0.5676, mean_absolute_error: 0.1076, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6414, number_of_instances: 990, precision: 0.6402, predictive_accuracy: 0.6414, prior_entropy: 3.4594, relative_absolute_error: 0.651, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2194, root_relative_squared_error: 0.7632, unweighted_recall: 0.6414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9377, f_measure: 0.6375, kappa: 0.6056, kb_relative_information_score: 0.5676, mean_absolute_error: 0.1076, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6414, number_of_instances: 990, precision: 0.6402, predictive_accuracy: 0.6414, prior_entropy: 3.4594, relative_absolute_error: 0.651, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2194, root_relative_squared_error: 0.7632, unweighted_recall: 0.6414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9378, f_measure: 0.6427, kappa: 0.6089, kb_relative_information_score: 0.5772, mean_absolute_error: 0.1053, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6444, number_of_instances: 990, precision: 0.647, predictive_accuracy: 0.6444, prior_entropy: 3.4594, relative_absolute_error: 0.6373, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.218, root_relative_squared_error: 0.7582, unweighted_recall: 0.6444,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9378, f_measure: 0.6427, kappa: 0.6089, kb_relative_information_score: 0.5772, mean_absolute_error: 0.1053, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6444, number_of_instances: 990, precision: 0.647, predictive_accuracy: 0.6444, prior_entropy: 3.4594, relative_absolute_error: 0.6373, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.218, root_relative_squared_error: 0.7582, unweighted_recall: 0.6444,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9378, f_measure: 0.6427, kappa: 0.6089, kb_relative_information_score: 0.5772, mean_absolute_error: 0.1053, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6444, number_of_instances: 990, precision: 0.647, predictive_accuracy: 0.6444, prior_entropy: 3.4594, relative_absolute_error: 0.6373, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.218, root_relative_squared_error: 0.7582, unweighted_recall: 0.6444,

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