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: 1, f_measure: 0.9949, kappa: 0.9944, kb_relative_information_score: 0.9652, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9949, number_of_instances: 990, precision: 0.995, predictive_accuracy: 0.9949, prior_entropy: 3.4594, relative_absolute_error: 0.0822, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0379, root_relative_squared_error: 0.1319, unweighted_recall: 0.9949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.939, f_measure: 0.5243, kappa: 0.5111, kb_relative_information_score: 0.507, mean_absolute_error: 0.1195, mean_prior_absolute_error: 0.1653, weighted_recall: 0.5556, number_of_instances: 990, precision: 0.5274, predictive_accuracy: 0.5556, prior_entropy: 3.4594, relative_absolute_error: 0.7229, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2326, root_relative_squared_error: 0.809, unweighted_recall: 0.5556,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.8325, kappa: 0.8178, kb_relative_information_score: 0.7842, mean_absolute_error: 0.0587, mean_prior_absolute_error: 0.1653, weighted_recall: 0.8343, number_of_instances: 990, precision: 0.8326, predictive_accuracy: 0.8343, prior_entropy: 3.4594, relative_absolute_error: 0.3549, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1523, root_relative_squared_error: 0.5299, unweighted_recall: 0.8343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4745, kb_relative_information_score: 0.0032, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0909, number_of_instances: 990, predictive_accuracy: 0.0909, 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: 0.0909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9348, f_measure: 0.5201, kappa: 0.4956, kb_relative_information_score: 0.5118, mean_absolute_error: 0.1177, mean_prior_absolute_error: 0.1653, weighted_recall: 0.5414, number_of_instances: 990, precision: 0.5186, predictive_accuracy: 0.5414, prior_entropy: 3.4594, relative_absolute_error: 0.7119, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2322, root_relative_squared_error: 0.8078, unweighted_recall: 0.5414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9909, kappa: 0.99, kb_relative_information_score: 0.9531, mean_absolute_error: 0.0165, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9909, number_of_instances: 990, precision: 0.991, predictive_accuracy: 0.9909, prior_entropy: 3.4594, relative_absolute_error: 0.0997, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0527, root_relative_squared_error: 0.1832, unweighted_recall: 0.9909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9089, kappa: 0.9, kb_relative_information_score: 0.854, mean_absolute_error: 0.043, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9091, number_of_instances: 990, precision: 0.9093, predictive_accuracy: 0.9091, prior_entropy: 3.4594, relative_absolute_error: 0.2603, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.121, root_relative_squared_error: 0.4208, unweighted_recall: 0.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9249, f_measure: 0.4564, kappa: 0.4578, kb_relative_information_score: 0.3944, mean_absolute_error: 0.135, mean_prior_absolute_error: 0.1653, weighted_recall: 0.5071, number_of_instances: 990, precision: 0.4565, predictive_accuracy: 0.5071, prior_entropy: 3.4594, relative_absolute_error: 0.8168, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2493, root_relative_squared_error: 0.867, unweighted_recall: 0.5071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9194, kappa: 0.9111, kb_relative_information_score: 0.8655, mean_absolute_error: 0.0405, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9192, number_of_instances: 990, precision: 0.92, predictive_accuracy: 0.9192, prior_entropy: 3.4594, relative_absolute_error: 0.2447, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1147, root_relative_squared_error: 0.3988, unweighted_recall: 0.9192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9899, kappa: 0.9889, kb_relative_information_score: 0.959, mean_absolute_error: 0.0153, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9899, number_of_instances: 990, precision: 0.9899, predictive_accuracy: 0.9899, prior_entropy: 3.4594, relative_absolute_error: 0.0926, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0489, root_relative_squared_error: 0.1701, unweighted_recall: 0.9899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9256, kappa: 0.9178, kb_relative_information_score: 0.892, mean_absolute_error: 0.0328, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9253, number_of_instances: 990, precision: 0.9274, predictive_accuracy: 0.9253, prior_entropy: 3.4594, relative_absolute_error: 0.1982, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1044, root_relative_squared_error: 0.363, unweighted_recall: 0.9253,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.964, f_measure: 0.6757, kappa: 0.6444, kb_relative_information_score: 0.6488, mean_absolute_error: 0.0894, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6768, number_of_instances: 990, precision: 0.679, predictive_accuracy: 0.6768, prior_entropy: 3.4594, relative_absolute_error: 0.5409, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2, root_relative_squared_error: 0.6955, unweighted_recall: 0.6768,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9575, kappa: 0.95, kb_relative_information_score: 0.899, mean_absolute_error: 0.0269, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9545, number_of_instances: 990, precision: 0.9663, predictive_accuracy: 0.9545, prior_entropy: 3.4594, relative_absolute_error: 0.163, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0927, root_relative_squared_error: 0.3224, unweighted_recall: 0.9545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9495, kappa: 0.9444, kb_relative_information_score: 0.9206, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9495, number_of_instances: 990, precision: 0.9502, predictive_accuracy: 0.9495, prior_entropy: 3.4594, relative_absolute_error: 0.1539, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0853, root_relative_squared_error: 0.2968, unweighted_recall: 0.9495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.1632, kappa: -0.0556, kb_relative_information_score: 0.0014, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0404, number_of_instances: 990, predictive_accuracy: 0.0404, prior_entropy: 3.4594, relative_absolute_error: 1.0003, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2876, root_relative_squared_error: 1.0003, unweighted_recall: 0.0404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7469, kappa: 0.2822, kb_relative_information_score: 0.1246, mean_absolute_error: 0.1593, mean_prior_absolute_error: 0.1653, weighted_recall: 0.3475, number_of_instances: 990, predictive_accuracy: 0.3475, prior_entropy: 3.4594, relative_absolute_error: 0.964, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2791, root_relative_squared_error: 0.9709, unweighted_recall: 0.3475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9919, kappa: 0.9911, kb_relative_information_score: 0.9644, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9919, number_of_instances: 990, precision: 0.9919, predictive_accuracy: 0.9919, prior_entropy: 3.4594, relative_absolute_error: 0.0827, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.042, root_relative_squared_error: 0.1462, unweighted_recall: 0.9919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9848, kappa: 0.9833, kb_relative_information_score: 0.9614, mean_absolute_error: 0.0142, 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: 0.0862, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0488, root_relative_squared_error: 0.1697, unweighted_recall: 0.9848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9594, f_measure: 0.6688, kappa: 0.6367, kb_relative_information_score: 0.6296, mean_absolute_error: 0.0954, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6697, number_of_instances: 990, precision: 0.6713, predictive_accuracy: 0.6697, prior_entropy: 3.4594, relative_absolute_error: 0.5774, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2068, root_relative_squared_error: 0.7193, unweighted_recall: 0.6697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9939, kappa: 0.9933, kb_relative_information_score: 0.9611, mean_absolute_error: 0.0148, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9939, number_of_instances: 990, precision: 0.9939, predictive_accuracy: 0.9939, prior_entropy: 3.4594, relative_absolute_error: 0.0896, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0421, root_relative_squared_error: 0.1465, unweighted_recall: 0.9939,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9787, kappa: 0.9767, kb_relative_information_score: 0.9339, mean_absolute_error: 0.0231, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9788, number_of_instances: 990, precision: 0.9788, predictive_accuracy: 0.9788, prior_entropy: 3.4594, relative_absolute_error: 0.14, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0697, root_relative_squared_error: 0.2426, unweighted_recall: 0.9788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9929, kappa: 0.9922, kb_relative_information_score: 0.967, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9929, number_of_instances: 990, precision: 0.9929, predictive_accuracy: 0.9929, prior_entropy: 3.4594, relative_absolute_error: 0.0772, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0389, root_relative_squared_error: 0.1354, unweighted_recall: 0.9929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9909, kappa: 0.99, kb_relative_information_score: 0.9622, mean_absolute_error: 0.0144, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9909, number_of_instances: 990, precision: 0.9909, predictive_accuracy: 0.9909, prior_entropy: 3.4594, relative_absolute_error: 0.087, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0447, root_relative_squared_error: 0.1556, unweighted_recall: 0.9909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9656, kappa: 0.9622, kb_relative_information_score: 0.935, mean_absolute_error: 0.0215, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9657, number_of_instances: 990, precision: 0.9663, predictive_accuracy: 0.9657, prior_entropy: 3.4594, relative_absolute_error: 0.1302, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0749, root_relative_squared_error: 0.2604, unweighted_recall: 0.9657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9919, kappa: 0.9911, kb_relative_information_score: 0.9564, mean_absolute_error: 0.0159, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9919, number_of_instances: 990, precision: 0.9919, predictive_accuracy: 0.9919, prior_entropy: 3.4594, relative_absolute_error: 0.096, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0484, root_relative_squared_error: 0.1683, unweighted_recall: 0.9919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.9135, kappa: 0.9056, kb_relative_information_score: 0.8792, mean_absolute_error: 0.0361, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9141, number_of_instances: 990, precision: 0.9143, predictive_accuracy: 0.9141, prior_entropy: 3.4594, relative_absolute_error: 0.2186, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.111, root_relative_squared_error: 0.3862, unweighted_recall: 0.9141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.1639, kappa: -0.0233, kb_relative_information_score: 0.0018, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0697, number_of_instances: 990, predictive_accuracy: 0.0697, prior_entropy: 3.4594, relative_absolute_error: 1.0003, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2876, root_relative_squared_error: 1.0003, unweighted_recall: 0.0697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9899, kappa: 0.9889, kb_relative_information_score: 0.9619, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9899, number_of_instances: 990, precision: 0.9899, predictive_accuracy: 0.9899, prior_entropy: 3.4594, relative_absolute_error: 0.0878, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0452, root_relative_squared_error: 0.1572, unweighted_recall: 0.9899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.8504, kappa: 0.7967, kb_relative_information_score: 0.6784, mean_absolute_error: 0.069, mean_prior_absolute_error: 0.1653, weighted_recall: 0.8152, number_of_instances: 990, precision: 0.938, predictive_accuracy: 0.8152, prior_entropy: 3.4594, relative_absolute_error: 0.4174, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.17, root_relative_squared_error: 0.5913, unweighted_recall: 0.8152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9939, kappa: 0.9933, kb_relative_information_score: 0.9682, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9939, number_of_instances: 990, precision: 0.994, predictive_accuracy: 0.9939, prior_entropy: 3.4594, relative_absolute_error: 0.0749, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0373, root_relative_squared_error: 0.1297, unweighted_recall: 0.9939,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9798, kappa: 0.9778, kb_relative_information_score: 0.9525, mean_absolute_error: 0.0169, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9798, number_of_instances: 990, precision: 0.9798, predictive_accuracy: 0.9798, prior_entropy: 3.4594, relative_absolute_error: 0.102, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0582, root_relative_squared_error: 0.2024, unweighted_recall: 0.9798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9888, kappa: 0.9878, kb_relative_information_score: 0.955, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9889, number_of_instances: 990, precision: 0.9889, predictive_accuracy: 0.9889, prior_entropy: 3.4594, relative_absolute_error: 0.1006, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0528, root_relative_squared_error: 0.1836, unweighted_recall: 0.9889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9725, kappa: 0.97, kb_relative_information_score: 0.9445, mean_absolute_error: 0.0193, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9727, number_of_instances: 990, precision: 0.9726, predictive_accuracy: 0.9727, prior_entropy: 3.4594, relative_absolute_error: 0.1168, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0651, root_relative_squared_error: 0.2263, unweighted_recall: 0.9727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9898, kappa: 0.9889, kb_relative_information_score: 0.9597, mean_absolute_error: 0.0153, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9899, number_of_instances: 990, precision: 0.9899, predictive_accuracy: 0.9899, prior_entropy: 3.4594, relative_absolute_error: 0.0924, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0471, root_relative_squared_error: 0.1638, unweighted_recall: 0.9899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9939, kappa: 0.9933, kb_relative_information_score: 0.9681, mean_absolute_error: 0.0125, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9939, number_of_instances: 990, precision: 0.994, predictive_accuracy: 0.9939, prior_entropy: 3.4594, relative_absolute_error: 0.0756, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0367, root_relative_squared_error: 0.1276, unweighted_recall: 0.9939,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9685, kappa: 0.9656, kb_relative_information_score: 0.9331, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9687, number_of_instances: 990, precision: 0.9685, predictive_accuracy: 0.9687, prior_entropy: 3.4594, relative_absolute_error: 0.137, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0738, root_relative_squared_error: 0.2566, unweighted_recall: 0.9687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9541, kappa: 0.9456, kb_relative_information_score: 0.8874, mean_absolute_error: 0.0293, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9505, number_of_instances: 990, precision: 0.9649, predictive_accuracy: 0.9505, prior_entropy: 3.4594, relative_absolute_error: 0.1771, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0988, root_relative_squared_error: 0.3436, unweighted_recall: 0.9505,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9435, kappa: 0.9378, kb_relative_information_score: 0.4621, mean_absolute_error: 0.1261, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9434, number_of_instances: 990, precision: 0.9477, predictive_accuracy: 0.9434, prior_entropy: 3.4594, relative_absolute_error: 0.763, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2254, root_relative_squared_error: 0.784, unweighted_recall: 0.9434,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9827, kappa: 0.9811, kb_relative_information_score: 0.9513, mean_absolute_error: 0.0173, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9828, number_of_instances: 990, precision: 0.9828, predictive_accuracy: 0.9828, prior_entropy: 3.4594, relative_absolute_error: 0.1048, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0585, root_relative_squared_error: 0.2035, unweighted_recall: 0.9828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.1642, kb_relative_information_score: 0.0032, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0909, number_of_instances: 990, predictive_accuracy: 0.0909, 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: 0.0909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.9295, kappa: 0.9222, kb_relative_information_score: 0.895, mean_absolute_error: 0.0321, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9293, number_of_instances: 990, precision: 0.9311, predictive_accuracy: 0.9293, prior_entropy: 3.4594, relative_absolute_error: 0.1943, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1032, root_relative_squared_error: 0.359, unweighted_recall: 0.9293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.8944, kappa: 0.8844, kb_relative_information_score: 0.8345, mean_absolute_error: 0.0472, mean_prior_absolute_error: 0.1653, weighted_recall: 0.8949, number_of_instances: 990, precision: 0.8948, predictive_accuracy: 0.8949, prior_entropy: 3.4594, relative_absolute_error: 0.2856, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1302, root_relative_squared_error: 0.4528, unweighted_recall: 0.8949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9929, kappa: 0.9922, kb_relative_information_score: 0.9674, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9929, number_of_instances: 990, precision: 0.9929, predictive_accuracy: 0.9929, prior_entropy: 3.4594, relative_absolute_error: 0.0765, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0385, root_relative_squared_error: 0.1338, unweighted_recall: 0.9929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9697, kappa: 0.9667, kb_relative_information_score: 0.8769, mean_absolute_error: 0.0361, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9697, number_of_instances: 990, precision: 0.9702, predictive_accuracy: 0.9697, prior_entropy: 3.4594, relative_absolute_error: 0.2185, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1031, root_relative_squared_error: 0.3587, unweighted_recall: 0.9697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9889, kappa: 0.9878, kb_relative_information_score: 0.9602, mean_absolute_error: 0.0148, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9889, number_of_instances: 990, precision: 0.9889, predictive_accuracy: 0.9889, prior_entropy: 3.4594, relative_absolute_error: 0.0897, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0484, root_relative_squared_error: 0.1684, unweighted_recall: 0.9889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9776, f_measure: 0.7641, kappa: 0.7411, kb_relative_information_score: 0.7204, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.1653, weighted_recall: 0.7646, number_of_instances: 990, precision: 0.7671, predictive_accuracy: 0.7646, prior_entropy: 3.4594, relative_absolute_error: 0.4468, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1775, root_relative_squared_error: 0.6176, unweighted_recall: 0.7646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8485, f_measure: 0.4317, kappa: 0.3633, kb_relative_information_score: 0.0372, mean_absolute_error: 0.1639, mean_prior_absolute_error: 0.1653, weighted_recall: 0.4212, number_of_instances: 990, precision: 0.8597, predictive_accuracy: 0.4212, prior_entropy: 3.4594, relative_absolute_error: 0.9914, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2851, root_relative_squared_error: 0.9918, unweighted_recall: 0.4212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9888, kappa: 0.9878, kb_relative_information_score: 0.9529, mean_absolute_error: 0.0175, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9889, number_of_instances: 990, precision: 0.9888, predictive_accuracy: 0.9889, prior_entropy: 3.4594, relative_absolute_error: 0.1056, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0536, root_relative_squared_error: 0.1865, unweighted_recall: 0.9889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9145, kappa: 0.9056, kb_relative_information_score: 0.8565, mean_absolute_error: 0.0433, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9141, number_of_instances: 990, precision: 0.9155, predictive_accuracy: 0.9141, prior_entropy: 3.4594, relative_absolute_error: 0.2618, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1198, root_relative_squared_error: 0.4167, unweighted_recall: 0.9141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.8784, kappa: 0.8389, kb_relative_information_score: 0.7467, mean_absolute_error: 0.0562, mean_prior_absolute_error: 0.1653, weighted_recall: 0.8535, number_of_instances: 990, precision: 0.9408, predictive_accuracy: 0.8535, prior_entropy: 3.4594, relative_absolute_error: 0.3397, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1508, root_relative_squared_error: 0.5244, unweighted_recall: 0.8535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9727, kappa: 0.9689, kb_relative_information_score: 0.9144, mean_absolute_error: 0.0238, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9717, number_of_instances: 990, precision: 0.976, predictive_accuracy: 0.9717, prior_entropy: 3.4594, relative_absolute_error: 0.144, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0837, root_relative_squared_error: 0.2912, unweighted_recall: 0.9717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8804, f_measure: 0.3595, kappa: 0.3844, kb_relative_information_score: 0.2805, mean_absolute_error: 0.1475, mean_prior_absolute_error: 0.1653, weighted_recall: 0.4404, number_of_instances: 990, precision: 0.3863, predictive_accuracy: 0.4404, prior_entropy: 3.4594, relative_absolute_error: 0.8921, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2639, root_relative_squared_error: 0.9178, unweighted_recall: 0.4404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.32, kappa: -0.0789, kb_relative_information_score: 0.0013, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0192, number_of_instances: 990, predictive_accuracy: 0.0192, prior_entropy: 3.4594, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2875, root_relative_squared_error: 1.0001, unweighted_recall: 0.0192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9909, kappa: 0.99, kb_relative_information_score: 0.9646, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9909, number_of_instances: 990, precision: 0.9909, predictive_accuracy: 0.9909, prior_entropy: 3.4594, relative_absolute_error: 0.082, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0424, root_relative_squared_error: 0.1474, unweighted_recall: 0.9909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.7977, kappa: 0.7789, kb_relative_information_score: 0.7545, mean_absolute_error: 0.0654, mean_prior_absolute_error: 0.1653, weighted_recall: 0.799, number_of_instances: 990, precision: 0.7987, predictive_accuracy: 0.799, prior_entropy: 3.4594, relative_absolute_error: 0.3957, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1638, root_relative_squared_error: 0.5696, unweighted_recall: 0.799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.985, kappa: 0.9833, kb_relative_information_score: 0.9388, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9848, number_of_instances: 990, precision: 0.9856, predictive_accuracy: 0.9848, prior_entropy: 3.4594, relative_absolute_error: 0.115, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0668, root_relative_squared_error: 0.2325, unweighted_recall: 0.9848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.925, f_measure: 0.5363, kappa: 0.5044, kb_relative_information_score: 0.3812, mean_absolute_error: 0.1351, mean_prior_absolute_error: 0.1653, weighted_recall: 0.5495, number_of_instances: 990, precision: 0.583, predictive_accuracy: 0.5495, prior_entropy: 3.4594, relative_absolute_error: 0.8173, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2491, root_relative_squared_error: 0.8665, unweighted_recall: 0.5495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9797, kappa: 0.9778, kb_relative_information_score: 0.9329, mean_absolute_error: 0.0236, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9798, number_of_instances: 990, precision: 0.9798, predictive_accuracy: 0.9798, prior_entropy: 3.4594, relative_absolute_error: 0.1426, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0707, root_relative_squared_error: 0.2458, unweighted_recall: 0.9798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7074, f_measure: 0.1909, kappa: 0.1378, kb_relative_information_score: 0.0802, mean_absolute_error: 0.1621, mean_prior_absolute_error: 0.1653, weighted_recall: 0.2162, number_of_instances: 990, precision: 0.2202, predictive_accuracy: 0.2162, prior_entropy: 3.4594, relative_absolute_error: 0.9806, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2832, root_relative_squared_error: 0.9851, unweighted_recall: 0.2162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9145, f_measure: 0.4295, kappa: 0.43, kb_relative_information_score: 0.4049, mean_absolute_error: 0.1333, mean_prior_absolute_error: 0.1653, weighted_recall: 0.4818, number_of_instances: 990, precision: 0.4271, predictive_accuracy: 0.4818, prior_entropy: 3.4594, relative_absolute_error: 0.8062, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2489, root_relative_squared_error: 0.8658, unweighted_recall: 0.4818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9374, kappa: 0.9311, kb_relative_information_score: 0.8744, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9374, number_of_instances: 990, precision: 0.9375, predictive_accuracy: 0.9374, prior_entropy: 3.4594, relative_absolute_error: 0.2333, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.109, root_relative_squared_error: 0.379, unweighted_recall: 0.9374,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.8685, kappa: 0.8567, kb_relative_information_score: 0.8167, mean_absolute_error: 0.0513, mean_prior_absolute_error: 0.1653, weighted_recall: 0.8697, number_of_instances: 990, precision: 0.8685, predictive_accuracy: 0.8697, prior_entropy: 3.4594, relative_absolute_error: 0.3101, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1383, root_relative_squared_error: 0.481, unweighted_recall: 0.8697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9239, f_measure: 0.4576, kappa: 0.4589, kb_relative_information_score: 0.3832, mean_absolute_error: 0.1364, mean_prior_absolute_error: 0.1653, weighted_recall: 0.5081, number_of_instances: 990, precision: 0.4588, predictive_accuracy: 0.5081, prior_entropy: 3.4594, relative_absolute_error: 0.8255, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2506, root_relative_squared_error: 0.8719, unweighted_recall: 0.5081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7235, kappa: 0.0756, kb_relative_information_score: 0.006, mean_absolute_error: 0.1651, mean_prior_absolute_error: 0.1653, weighted_recall: 0.1596, number_of_instances: 990, predictive_accuracy: 0.1596, prior_entropy: 3.4594, relative_absolute_error: 0.9987, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2871, root_relative_squared_error: 0.9988, unweighted_recall: 0.1596,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9642, f_measure: 0.68, kappa: 0.6489, kb_relative_information_score: 0.651, mean_absolute_error: 0.0892, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6808, number_of_instances: 990, precision: 0.6833, predictive_accuracy: 0.6808, prior_entropy: 3.4594, relative_absolute_error: 0.5395, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1998, root_relative_squared_error: 0.6949, unweighted_recall: 0.6808,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9949, kappa: 0.9944, kb_relative_information_score: 0.969, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9949, number_of_instances: 990, precision: 0.995, predictive_accuracy: 0.9949, prior_entropy: 3.4594, relative_absolute_error: 0.0737, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0358, root_relative_squared_error: 0.1245, unweighted_recall: 0.9949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9888, kappa: 0.9878, kb_relative_information_score: 0.9485, mean_absolute_error: 0.0189, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9889, number_of_instances: 990, precision: 0.9888, predictive_accuracy: 0.9889, prior_entropy: 3.4594, relative_absolute_error: 0.1143, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0575, root_relative_squared_error: 0.2, unweighted_recall: 0.9889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9909, kappa: 0.99, kb_relative_information_score: 0.9624, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9909, number_of_instances: 990, precision: 0.9909, predictive_accuracy: 0.9909, prior_entropy: 3.4594, relative_absolute_error: 0.0868, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0441, root_relative_squared_error: 0.1536, unweighted_recall: 0.9909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9271, kappa: 0.92, kb_relative_information_score: 0.893, mean_absolute_error: 0.0329, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9273, number_of_instances: 990, precision: 0.9279, predictive_accuracy: 0.9273, prior_entropy: 3.4594, relative_absolute_error: 0.1991, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1031, root_relative_squared_error: 0.3585, unweighted_recall: 0.9273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.8912, kappa: 0.8811, kb_relative_information_score: 0.8537, mean_absolute_error: 0.0428, mean_prior_absolute_error: 0.1653, weighted_recall: 0.8919, number_of_instances: 990, precision: 0.8917, predictive_accuracy: 0.8919, prior_entropy: 3.4594, relative_absolute_error: 0.2589, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1229, root_relative_squared_error: 0.4275, unweighted_recall: 0.8919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.8989, kappa: 0.8889, kb_relative_information_score: 0.8666, mean_absolute_error: 0.0392, mean_prior_absolute_error: 0.1653, weighted_recall: 0.899, number_of_instances: 990, precision: 0.9002, predictive_accuracy: 0.899, prior_entropy: 3.4594, relative_absolute_error: 0.237, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1185, root_relative_squared_error: 0.412, unweighted_recall: 0.899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.9151, kappa: 0.9067, kb_relative_information_score: 0.8622, mean_absolute_error: 0.0411, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9152, number_of_instances: 990, precision: 0.9154, predictive_accuracy: 0.9152, prior_entropy: 3.4594, relative_absolute_error: 0.2486, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1168, root_relative_squared_error: 0.4064, unweighted_recall: 0.9152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8678, f_measure: 0.3475, kappa: 0.3667, kb_relative_information_score: 0.2702, mean_absolute_error: 0.1483, mean_prior_absolute_error: 0.1653, weighted_recall: 0.4242, number_of_instances: 990, precision: 0.3941, predictive_accuracy: 0.4242, prior_entropy: 3.4594, relative_absolute_error: 0.8971, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2651, root_relative_squared_error: 0.9221, unweighted_recall: 0.4242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9929, kappa: 0.9922, kb_relative_information_score: 0.9656, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9929, number_of_instances: 990, precision: 0.9929, predictive_accuracy: 0.9929, prior_entropy: 3.4594, relative_absolute_error: 0.0803, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0407, root_relative_squared_error: 0.1417, unweighted_recall: 0.9929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9807, f_measure: 0.7804, kappa: 0.76, kb_relative_information_score: 0.7343, mean_absolute_error: 0.0699, mean_prior_absolute_error: 0.1653, weighted_recall: 0.7818, number_of_instances: 990, precision: 0.7814, predictive_accuracy: 0.7818, prior_entropy: 3.4594, relative_absolute_error: 0.423, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1711, root_relative_squared_error: 0.5951, unweighted_recall: 0.7818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9395, f_measure: 0.5867, kappa: 0.5489, kb_relative_information_score: 0.5512, mean_absolute_error: 0.1096, mean_prior_absolute_error: 0.1653, weighted_recall: 0.5899, number_of_instances: 990, precision: 0.5887, predictive_accuracy: 0.5899, prior_entropy: 3.4594, relative_absolute_error: 0.6631, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2244, root_relative_squared_error: 0.7806, unweighted_recall: 0.5899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.8356, kappa: 0.8211, kb_relative_information_score: 0.7888, mean_absolute_error: 0.0576, mean_prior_absolute_error: 0.1653, weighted_recall: 0.8374, number_of_instances: 990, precision: 0.8357, predictive_accuracy: 0.8374, prior_entropy: 3.4594, relative_absolute_error: 0.3484, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1504, root_relative_squared_error: 0.5233, unweighted_recall: 0.8374,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9858, kappa: 0.9844, kb_relative_information_score: 0.9574, mean_absolute_error: 0.0154, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9859, number_of_instances: 990, precision: 0.9858, predictive_accuracy: 0.9859, prior_entropy: 3.4594, relative_absolute_error: 0.0929, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0528, root_relative_squared_error: 0.1836, unweighted_recall: 0.9859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9909, kappa: 0.99, kb_relative_information_score: 0.9535, mean_absolute_error: 0.0164, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9909, number_of_instances: 990, precision: 0.991, predictive_accuracy: 0.9909, prior_entropy: 3.4594, relative_absolute_error: 0.0994, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0522, root_relative_squared_error: 0.1817, unweighted_recall: 0.9909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9726, kappa: 0.97, kb_relative_information_score: 0.9415, mean_absolute_error: 0.0202, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9727, number_of_instances: 990, precision: 0.9727, predictive_accuracy: 0.9727, prior_entropy: 3.4594, relative_absolute_error: 0.1222, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0669, root_relative_squared_error: 0.2328, unweighted_recall: 0.9727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8152, kappa: 0.3344, kb_relative_information_score: 0.1582, mean_absolute_error: 0.1571, mean_prior_absolute_error: 0.1653, weighted_recall: 0.3949, number_of_instances: 990, predictive_accuracy: 0.3949, prior_entropy: 3.4594, relative_absolute_error: 0.9504, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2758, root_relative_squared_error: 0.9594, unweighted_recall: 0.3949,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.996, kappa: 0.9956, kb_relative_information_score: 0.966, mean_absolute_error: 0.013, 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: 0.0788, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0402, root_relative_squared_error: 0.1399, unweighted_recall: 0.996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9898, kappa: 0.9889, kb_relative_information_score: 0.9515, mean_absolute_error: 0.0177, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9899, number_of_instances: 990, precision: 0.9899, predictive_accuracy: 0.9899, prior_entropy: 3.4594, relative_absolute_error: 0.1072, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0557, root_relative_squared_error: 0.1938, unweighted_recall: 0.9899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.862, kappa: 0.85, kb_relative_information_score: 0.8207, mean_absolute_error: 0.0506, mean_prior_absolute_error: 0.1653, weighted_recall: 0.8636, number_of_instances: 990, precision: 0.8619, predictive_accuracy: 0.8636, prior_entropy: 3.4594, relative_absolute_error: 0.3061, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1382, root_relative_squared_error: 0.4808, unweighted_recall: 0.8636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9929, kappa: 0.9922, kb_relative_information_score: 0.9663, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9929, number_of_instances: 990, precision: 0.9929, predictive_accuracy: 0.9929, prior_entropy: 3.4594, relative_absolute_error: 0.0787, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0398, root_relative_squared_error: 0.1385, unweighted_recall: 0.9929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9949, kappa: 0.9944, kb_relative_information_score: 0.9679, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9949, number_of_instances: 990, precision: 0.995, predictive_accuracy: 0.9949, prior_entropy: 3.4594, relative_absolute_error: 0.0767, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0354, root_relative_squared_error: 0.1231, unweighted_recall: 0.9949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9716, kappa: 0.9689, kb_relative_information_score: 0.9401, mean_absolute_error: 0.0206, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9717, number_of_instances: 990, precision: 0.9716, predictive_accuracy: 0.9717, prior_entropy: 3.4594, relative_absolute_error: 0.1245, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0685, root_relative_squared_error: 0.2382, unweighted_recall: 0.9717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8526, kappa: 0.3678, kb_relative_information_score: 0.1739, mean_absolute_error: 0.1561, mean_prior_absolute_error: 0.1653, weighted_recall: 0.4253, number_of_instances: 990, predictive_accuracy: 0.4253, prior_entropy: 3.4594, relative_absolute_error: 0.9444, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2743, root_relative_squared_error: 0.9543, unweighted_recall: 0.4253,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9889, kappa: 0.9878, kb_relative_information_score: 0.9475, mean_absolute_error: 0.0174, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9889, number_of_instances: 990, precision: 0.989, predictive_accuracy: 0.9889, prior_entropy: 3.4594, relative_absolute_error: 0.1056, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.059, root_relative_squared_error: 0.2052, unweighted_recall: 0.9889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.891, kappa: 0.8811, kb_relative_information_score: 0.8473, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.1653, weighted_recall: 0.8919, number_of_instances: 990, precision: 0.8911, predictive_accuracy: 0.8919, prior_entropy: 3.4594, relative_absolute_error: 0.2676, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1263, root_relative_squared_error: 0.4392, unweighted_recall: 0.8919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9949, kappa: 0.9944, kb_relative_information_score: 0.9644, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9949, number_of_instances: 990, precision: 0.995, predictive_accuracy: 0.9949, prior_entropy: 3.4594, relative_absolute_error: 0.0838, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0385, root_relative_squared_error: 0.1339, unweighted_recall: 0.9949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9659, f_measure: 0.6862, kappa: 0.6556, kb_relative_information_score: 0.6599, mean_absolute_error: 0.0875, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6869, number_of_instances: 990, precision: 0.6896, predictive_accuracy: 0.6869, prior_entropy: 3.4594, relative_absolute_error: 0.5295, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1975, root_relative_squared_error: 0.6871, unweighted_recall: 0.6869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9919, kappa: 0.9911, kb_relative_information_score: 0.9542, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9919, number_of_instances: 990, precision: 0.9919, predictive_accuracy: 0.9919, prior_entropy: 3.4594, relative_absolute_error: 0.0986, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0514, root_relative_squared_error: 0.1786, unweighted_recall: 0.9919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9878, kappa: 0.9867, kb_relative_information_score: 0.95, mean_absolute_error: 0.0184, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9879, number_of_instances: 990, precision: 0.9878, predictive_accuracy: 0.9879, prior_entropy: 3.4594, relative_absolute_error: 0.1113, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0564, root_relative_squared_error: 0.1961, unweighted_recall: 0.9879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9739, kappa: 0.9711, kb_relative_information_score: 0.9425, mean_absolute_error: 0.0195, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9737, number_of_instances: 990, precision: 0.9745, predictive_accuracy: 0.9737, prior_entropy: 3.4594, relative_absolute_error: 0.1179, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0682, root_relative_squared_error: 0.2373, unweighted_recall: 0.9737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9929, kappa: 0.9922, kb_relative_information_score: 0.9676, mean_absolute_error: 0.0126, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9929, number_of_instances: 990, precision: 0.9929, predictive_accuracy: 0.9929, prior_entropy: 3.4594, relative_absolute_error: 0.0761, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0381, root_relative_squared_error: 0.1327, unweighted_recall: 0.9929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9899, kappa: 0.9889, kb_relative_information_score: 0.9515, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9899, number_of_instances: 990, precision: 0.99, predictive_accuracy: 0.9899, prior_entropy: 3.4594, relative_absolute_error: 0.1015, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0547, root_relative_squared_error: 0.1901, unweighted_recall: 0.9899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.908, kappa: 0.8822, kb_relative_information_score: 0.8076, mean_absolute_error: 0.0447, mean_prior_absolute_error: 0.1653, weighted_recall: 0.8929, number_of_instances: 990, precision: 0.9472, predictive_accuracy: 0.8929, prior_entropy: 3.4594, relative_absolute_error: 0.2703, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1314, root_relative_squared_error: 0.4572, unweighted_recall: 0.8929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7621, kappa: 0.2644, kb_relative_information_score: 0.0671, mean_absolute_error: 0.1623, mean_prior_absolute_error: 0.1653, weighted_recall: 0.3313, number_of_instances: 990, predictive_accuracy: 0.3313, prior_entropy: 3.4594, relative_absolute_error: 0.982, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2829, root_relative_squared_error: 0.9842, unweighted_recall: 0.3313,

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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