Task
Supervised Classification on collins

Supervised Classification on collins

Task 259 Supervised Classification collins 191 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.8805, kappa: 0.8762, kb_relative_information_score: 0.6723, mean_absolute_error: 0.0689, mean_prior_absolute_error: 0.1212, weighted_recall: 0.888, number_of_instances: 500, precision: 0.8901, predictive_accuracy: 0.888, prior_entropy: 3.6489, relative_absolute_error: 0.5682, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1565, root_relative_squared_error: 0.6359, unweighted_recall: 0.7837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, kappa: 0.8541, kb_relative_information_score: 0.6566, mean_absolute_error: 0.0707, mean_prior_absolute_error: 0.1212, weighted_recall: 0.868, number_of_instances: 500, predictive_accuracy: 0.868, prior_entropy: 3.6489, relative_absolute_error: 0.5838, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.16, root_relative_squared_error: 0.6501, unweighted_recall: 0.7595,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.8412, kappa: 0.8385, kb_relative_information_score: 0.6509, mean_absolute_error: 0.0714, mean_prior_absolute_error: 0.1212, weighted_recall: 0.854, number_of_instances: 500, precision: 0.8489, predictive_accuracy: 0.854, prior_entropy: 3.6489, relative_absolute_error: 0.5889, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1612, root_relative_squared_error: 0.655, unweighted_recall: 0.734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.8629, kappa: 0.8584, kb_relative_information_score: 0.6618, mean_absolute_error: 0.0703, mean_prior_absolute_error: 0.1212, weighted_recall: 0.872, number_of_instances: 500, precision: 0.876, predictive_accuracy: 0.872, prior_entropy: 3.6489, relative_absolute_error: 0.58, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.159, root_relative_squared_error: 0.6463, unweighted_recall: 0.765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.8716, kappa: 0.8673, kb_relative_information_score: 0.6604, mean_absolute_error: 0.0705, mean_prior_absolute_error: 0.1212, weighted_recall: 0.88, number_of_instances: 500, precision: 0.8853, predictive_accuracy: 0.88, prior_entropy: 3.6489, relative_absolute_error: 0.5821, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1597, root_relative_squared_error: 0.6489, unweighted_recall: 0.7837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.8951, kappa: 0.8896, kb_relative_information_score: 0.6723, mean_absolute_error: 0.0692, mean_prior_absolute_error: 0.1212, weighted_recall: 0.9, number_of_instances: 500, precision: 0.9038, predictive_accuracy: 0.9, prior_entropy: 3.6489, relative_absolute_error: 0.5713, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1567, root_relative_squared_error: 0.6369, unweighted_recall: 0.825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.8517, kappa: 0.8452, kb_relative_information_score: 0.6502, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.1212, weighted_recall: 0.86, number_of_instances: 500, precision: 0.8621, predictive_accuracy: 0.86, prior_entropy: 3.6489, relative_absolute_error: 0.5929, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1619, root_relative_squared_error: 0.6578, unweighted_recall: 0.7526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.8642, kappa: 0.8584, kb_relative_information_score: 0.6527, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.1212, weighted_recall: 0.872, number_of_instances: 500, precision: 0.8743, predictive_accuracy: 0.872, prior_entropy: 3.6489, relative_absolute_error: 0.5921, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1615, root_relative_squared_error: 0.6562, unweighted_recall: 0.767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.8455, kappa: 0.8407, kb_relative_information_score: 0.6546, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.1212, weighted_recall: 0.856, number_of_instances: 500, precision: 0.854, predictive_accuracy: 0.856, prior_entropy: 3.6489, relative_absolute_error: 0.5869, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1607, root_relative_squared_error: 0.653, unweighted_recall: 0.7378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.8829, kappa: 0.8763, kb_relative_information_score: 0.6635, mean_absolute_error: 0.0702, mean_prior_absolute_error: 0.1212, weighted_recall: 0.888, number_of_instances: 500, precision: 0.893, predictive_accuracy: 0.888, prior_entropy: 3.6489, relative_absolute_error: 0.5794, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1588, root_relative_squared_error: 0.6452, unweighted_recall: 0.8083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.8653, kappa: 0.8605, kb_relative_information_score: 0.6576, mean_absolute_error: 0.0705, mean_prior_absolute_error: 0.1212, weighted_recall: 0.874, number_of_instances: 500, precision: 0.8705, predictive_accuracy: 0.874, prior_entropy: 3.6489, relative_absolute_error: 0.5817, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1598, root_relative_squared_error: 0.6494, unweighted_recall: 0.7771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.8606, kappa: 0.8562, kb_relative_information_score: 0.6505, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.1212, weighted_recall: 0.87, number_of_instances: 500, precision: 0.8722, predictive_accuracy: 0.87, prior_entropy: 3.6489, relative_absolute_error: 0.5925, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1617, root_relative_squared_error: 0.6571, unweighted_recall: 0.7605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.8736, kappa: 0.8697, kb_relative_information_score: 0.6648, mean_absolute_error: 0.0701, mean_prior_absolute_error: 0.1212, weighted_recall: 0.882, number_of_instances: 500, precision: 0.8852, predictive_accuracy: 0.882, prior_entropy: 3.6489, relative_absolute_error: 0.5783, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1583, root_relative_squared_error: 0.6434, unweighted_recall: 0.7783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.87, kappa: 0.8629, kb_relative_information_score: 0.6606, mean_absolute_error: 0.0707, mean_prior_absolute_error: 0.1212, weighted_recall: 0.876, number_of_instances: 500, precision: 0.8757, predictive_accuracy: 0.876, prior_entropy: 3.6489, relative_absolute_error: 0.5838, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1595, root_relative_squared_error: 0.6481, unweighted_recall: 0.7843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.8786, kappa: 0.8739, kb_relative_information_score: 0.654, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.1212, weighted_recall: 0.886, number_of_instances: 500, precision: 0.8901, predictive_accuracy: 0.886, prior_entropy: 3.6489, relative_absolute_error: 0.5879, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.161, root_relative_squared_error: 0.6542, unweighted_recall: 0.7877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.8799, kappa: 0.8741, kb_relative_information_score: 0.6729, mean_absolute_error: 0.069, mean_prior_absolute_error: 0.1212, weighted_recall: 0.886, number_of_instances: 500, precision: 0.8822, predictive_accuracy: 0.886, prior_entropy: 3.6489, relative_absolute_error: 0.5695, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1566, root_relative_squared_error: 0.6365, unweighted_recall: 0.7876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.8895, kappa: 0.883, kb_relative_information_score: 0.6751, mean_absolute_error: 0.0686, mean_prior_absolute_error: 0.1212, weighted_recall: 0.894, number_of_instances: 500, precision: 0.8967, predictive_accuracy: 0.894, prior_entropy: 3.6489, relative_absolute_error: 0.5662, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1558, root_relative_squared_error: 0.6333, unweighted_recall: 0.8061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.8889, kappa: 0.8851, kb_relative_information_score: 0.6617, mean_absolute_error: 0.0704, mean_prior_absolute_error: 0.1212, weighted_recall: 0.896, number_of_instances: 500, precision: 0.8989, predictive_accuracy: 0.896, prior_entropy: 3.6489, relative_absolute_error: 0.5812, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1593, root_relative_squared_error: 0.6473, unweighted_recall: 0.7951,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.8554, kappa: 0.8496, kb_relative_information_score: 0.6604, mean_absolute_error: 0.0703, mean_prior_absolute_error: 0.1212, weighted_recall: 0.864, number_of_instances: 500, precision: 0.867, predictive_accuracy: 0.864, prior_entropy: 3.6489, relative_absolute_error: 0.58, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1592, root_relative_squared_error: 0.6471, unweighted_recall: 0.762,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.8678, kappa: 0.865, kb_relative_information_score: 0.6534, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.1212, weighted_recall: 0.878, number_of_instances: 500, precision: 0.8836, predictive_accuracy: 0.878, prior_entropy: 3.6489, relative_absolute_error: 0.5924, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1616, root_relative_squared_error: 0.6566, unweighted_recall: 0.7683,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.8773, kappa: 0.8719, kb_relative_information_score: 0.6667, mean_absolute_error: 0.0696, mean_prior_absolute_error: 0.1212, weighted_recall: 0.884, number_of_instances: 500, precision: 0.888, predictive_accuracy: 0.884, prior_entropy: 3.6489, relative_absolute_error: 0.5742, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.158, root_relative_squared_error: 0.6423, unweighted_recall: 0.7851,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.8819, kappa: 0.8764, kb_relative_information_score: 0.6634, mean_absolute_error: 0.0702, mean_prior_absolute_error: 0.1212, weighted_recall: 0.888, number_of_instances: 500, precision: 0.8894, predictive_accuracy: 0.888, prior_entropy: 3.6489, relative_absolute_error: 0.5797, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1585, root_relative_squared_error: 0.6444, unweighted_recall: 0.7937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.8646, kappa: 0.8586, kb_relative_information_score: 0.661, mean_absolute_error: 0.0705, mean_prior_absolute_error: 0.1212, weighted_recall: 0.872, number_of_instances: 500, precision: 0.8733, predictive_accuracy: 0.872, prior_entropy: 3.6489, relative_absolute_error: 0.5814, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1592, root_relative_squared_error: 0.6468, unweighted_recall: 0.7686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.8719, kappa: 0.8673, kb_relative_information_score: 0.6625, mean_absolute_error: 0.0699, mean_prior_absolute_error: 0.1212, weighted_recall: 0.88, number_of_instances: 500, precision: 0.8817, predictive_accuracy: 0.88, prior_entropy: 3.6489, relative_absolute_error: 0.5769, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1585, root_relative_squared_error: 0.6442, unweighted_recall: 0.7802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.8662, kappa: 0.8584, kb_relative_information_score: 0.6515, mean_absolute_error: 0.072, mean_prior_absolute_error: 0.1212, weighted_recall: 0.872, number_of_instances: 500, precision: 0.8736, predictive_accuracy: 0.872, prior_entropy: 3.6489, relative_absolute_error: 0.5943, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1618, root_relative_squared_error: 0.6574, unweighted_recall: 0.7671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.8721, kappa: 0.8673, kb_relative_information_score: 0.6656, mean_absolute_error: 0.0697, mean_prior_absolute_error: 0.1212, weighted_recall: 0.88, number_of_instances: 500, precision: 0.8847, predictive_accuracy: 0.88, prior_entropy: 3.6489, relative_absolute_error: 0.5752, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.158, root_relative_squared_error: 0.6421, unweighted_recall: 0.7818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, f_measure: 0.8522, kappa: 0.8473, kb_relative_information_score: 0.6433, mean_absolute_error: 0.0724, mean_prior_absolute_error: 0.1212, weighted_recall: 0.862, number_of_instances: 500, precision: 0.8629, predictive_accuracy: 0.862, prior_entropy: 3.6489, relative_absolute_error: 0.5974, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1634, root_relative_squared_error: 0.6642, unweighted_recall: 0.7449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, kappa: 0.8495, kb_relative_information_score: 0.6562, mean_absolute_error: 0.0708, mean_prior_absolute_error: 0.1212, weighted_recall: 0.864, number_of_instances: 500, predictive_accuracy: 0.864, prior_entropy: 3.6489, relative_absolute_error: 0.5842, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.16, root_relative_squared_error: 0.6503, unweighted_recall: 0.7589,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.8711, kappa: 0.863, kb_relative_information_score: 0.6606, mean_absolute_error: 0.0704, mean_prior_absolute_error: 0.1212, weighted_recall: 0.876, number_of_instances: 500, precision: 0.8811, predictive_accuracy: 0.876, prior_entropy: 3.6489, relative_absolute_error: 0.5812, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1594, root_relative_squared_error: 0.6479, unweighted_recall: 0.7881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.8798, kappa: 0.8784, kb_relative_information_score: 0.6756, mean_absolute_error: 0.0683, mean_prior_absolute_error: 0.1212, weighted_recall: 0.89, number_of_instances: 500, precision: 0.8888, predictive_accuracy: 0.89, prior_entropy: 3.6489, relative_absolute_error: 0.564, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1554, root_relative_squared_error: 0.6316, unweighted_recall: 0.7742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, kappa: 0.8674, kb_relative_information_score: 0.6547, mean_absolute_error: 0.0714, mean_prior_absolute_error: 0.1212, weighted_recall: 0.88, number_of_instances: 500, predictive_accuracy: 0.88, prior_entropy: 3.6489, relative_absolute_error: 0.5892, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1609, root_relative_squared_error: 0.6538, unweighted_recall: 0.7694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.8638, kappa: 0.8607, kb_relative_information_score: 0.6548, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.1212, weighted_recall: 0.874, number_of_instances: 500, precision: 0.8804, predictive_accuracy: 0.874, prior_entropy: 3.6489, relative_absolute_error: 0.5856, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1606, root_relative_squared_error: 0.6529, unweighted_recall: 0.7722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.8741, kappa: 0.8674, kb_relative_information_score: 0.6629, mean_absolute_error: 0.0702, mean_prior_absolute_error: 0.1212, weighted_recall: 0.88, number_of_instances: 500, precision: 0.8838, predictive_accuracy: 0.88, prior_entropy: 3.6489, relative_absolute_error: 0.579, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.159, root_relative_squared_error: 0.6462, unweighted_recall: 0.7809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.8608, kappa: 0.8563, kb_relative_information_score: 0.6513, mean_absolute_error: 0.0715, mean_prior_absolute_error: 0.1212, weighted_recall: 0.87, number_of_instances: 500, precision: 0.8731, predictive_accuracy: 0.87, prior_entropy: 3.6489, relative_absolute_error: 0.5902, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1614, root_relative_squared_error: 0.6559, unweighted_recall: 0.7681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.8663, kappa: 0.8608, kb_relative_information_score: 0.6603, mean_absolute_error: 0.0706, mean_prior_absolute_error: 0.1212, weighted_recall: 0.874, number_of_instances: 500, precision: 0.8773, predictive_accuracy: 0.874, prior_entropy: 3.6489, relative_absolute_error: 0.5825, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1595, root_relative_squared_error: 0.648, unweighted_recall: 0.776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.869, kappa: 0.8651, kb_relative_information_score: 0.6509, mean_absolute_error: 0.0716, mean_prior_absolute_error: 0.1212, weighted_recall: 0.878, number_of_instances: 500, precision: 0.8824, predictive_accuracy: 0.878, prior_entropy: 3.6489, relative_absolute_error: 0.5912, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1614, root_relative_squared_error: 0.656, unweighted_recall: 0.7717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.8702, kappa: 0.8631, kb_relative_information_score: 0.6505, mean_absolute_error: 0.0715, mean_prior_absolute_error: 0.1212, weighted_recall: 0.876, number_of_instances: 500, precision: 0.8768, predictive_accuracy: 0.876, prior_entropy: 3.6489, relative_absolute_error: 0.5899, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1616, root_relative_squared_error: 0.6566, unweighted_recall: 0.7799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.8691, kappa: 0.8629, kb_relative_information_score: 0.6585, mean_absolute_error: 0.0706, mean_prior_absolute_error: 0.1212, weighted_recall: 0.876, number_of_instances: 500, precision: 0.8814, predictive_accuracy: 0.876, prior_entropy: 3.6489, relative_absolute_error: 0.5824, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1596, root_relative_squared_error: 0.6488, unweighted_recall: 0.7803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.8742, kappa: 0.8718, kb_relative_information_score: 0.6576, mean_absolute_error: 0.0708, mean_prior_absolute_error: 0.1212, weighted_recall: 0.884, number_of_instances: 500, precision: 0.8891, predictive_accuracy: 0.884, prior_entropy: 3.6489, relative_absolute_error: 0.5845, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1599, root_relative_squared_error: 0.6497, unweighted_recall: 0.7756,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.8894, kappa: 0.8873, kb_relative_information_score: 0.6607, mean_absolute_error: 0.0706, mean_prior_absolute_error: 0.1212, weighted_recall: 0.898, number_of_instances: 500, precision: 0.891, predictive_accuracy: 0.898, prior_entropy: 3.6489, relative_absolute_error: 0.583, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1593, root_relative_squared_error: 0.6475, unweighted_recall: 0.7892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.8817, kappa: 0.8785, kb_relative_information_score: 0.6745, mean_absolute_error: 0.0684, mean_prior_absolute_error: 0.1212, weighted_recall: 0.89, number_of_instances: 500, precision: 0.8899, predictive_accuracy: 0.89, prior_entropy: 3.6489, relative_absolute_error: 0.5647, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1558, root_relative_squared_error: 0.6333, unweighted_recall: 0.7782,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, kappa: 0.8585, kb_relative_information_score: 0.6584, mean_absolute_error: 0.0707, mean_prior_absolute_error: 0.1212, weighted_recall: 0.872, number_of_instances: 500, predictive_accuracy: 0.872, prior_entropy: 3.6489, relative_absolute_error: 0.5836, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.16, root_relative_squared_error: 0.6501, unweighted_recall: 0.77,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.8876, kappa: 0.8829, kb_relative_information_score: 0.6577, mean_absolute_error: 0.0708, mean_prior_absolute_error: 0.1212, weighted_recall: 0.894, number_of_instances: 500, precision: 0.8985, predictive_accuracy: 0.894, prior_entropy: 3.6489, relative_absolute_error: 0.5842, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1599, root_relative_squared_error: 0.6497, unweighted_recall: 0.8024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.8572, kappa: 0.8541, kb_relative_information_score: 0.653, mean_absolute_error: 0.0716, mean_prior_absolute_error: 0.1212, weighted_recall: 0.868, number_of_instances: 500, precision: 0.8694, predictive_accuracy: 0.868, prior_entropy: 3.6489, relative_absolute_error: 0.5906, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1615, root_relative_squared_error: 0.6562, unweighted_recall: 0.7554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.8782, kappa: 0.8762, kb_relative_information_score: 0.6566, mean_absolute_error: 0.0713, mean_prior_absolute_error: 0.1212, weighted_recall: 0.888, number_of_instances: 500, precision: 0.8851, predictive_accuracy: 0.888, prior_entropy: 3.6489, relative_absolute_error: 0.5885, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1604, root_relative_squared_error: 0.652, unweighted_recall: 0.7738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.869, kappa: 0.8629, kb_relative_information_score: 0.6529, mean_absolute_error: 0.0715, mean_prior_absolute_error: 0.1212, weighted_recall: 0.876, number_of_instances: 500, precision: 0.8805, predictive_accuracy: 0.876, prior_entropy: 3.6489, relative_absolute_error: 0.5897, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1614, root_relative_squared_error: 0.656, unweighted_recall: 0.7814,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.8781, kappa: 0.8741, kb_relative_information_score: 0.6567, mean_absolute_error: 0.0709, mean_prior_absolute_error: 0.1212, weighted_recall: 0.886, number_of_instances: 500, precision: 0.892, predictive_accuracy: 0.886, prior_entropy: 3.6489, relative_absolute_error: 0.5849, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1602, root_relative_squared_error: 0.6513, unweighted_recall: 0.7902,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.8625, kappa: 0.8563, kb_relative_information_score: 0.6652, mean_absolute_error: 0.0698, mean_prior_absolute_error: 0.1212, weighted_recall: 0.87, number_of_instances: 500, precision: 0.8781, predictive_accuracy: 0.87, prior_entropy: 3.6489, relative_absolute_error: 0.5759, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1582, root_relative_squared_error: 0.6428, unweighted_recall: 0.7638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.8438, kappa: 0.8384, kb_relative_information_score: 0.6442, mean_absolute_error: 0.0727, mean_prior_absolute_error: 0.1212, weighted_recall: 0.854, number_of_instances: 500, precision: 0.8608, predictive_accuracy: 0.854, prior_entropy: 3.6489, relative_absolute_error: 0.6002, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1635, root_relative_squared_error: 0.6646, unweighted_recall: 0.7438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.8598, kappa: 0.854, kb_relative_information_score: 0.662, mean_absolute_error: 0.0704, mean_prior_absolute_error: 0.1212, weighted_recall: 0.868, number_of_instances: 500, precision: 0.8717, predictive_accuracy: 0.868, prior_entropy: 3.6489, relative_absolute_error: 0.5807, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1589, root_relative_squared_error: 0.6457, unweighted_recall: 0.766,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.8873, kappa: 0.8807, kb_relative_information_score: 0.6661, mean_absolute_error: 0.0696, mean_prior_absolute_error: 0.1212, weighted_recall: 0.892, number_of_instances: 500, precision: 0.8969, predictive_accuracy: 0.892, prior_entropy: 3.6489, relative_absolute_error: 0.5743, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1578, root_relative_squared_error: 0.6414, unweighted_recall: 0.8042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.8846, kappa: 0.8785, kb_relative_information_score: 0.6634, mean_absolute_error: 0.0702, mean_prior_absolute_error: 0.1212, weighted_recall: 0.89, number_of_instances: 500, precision: 0.8929, predictive_accuracy: 0.89, prior_entropy: 3.6489, relative_absolute_error: 0.5794, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1588, root_relative_squared_error: 0.6455, unweighted_recall: 0.8008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.8619, kappa: 0.8586, kb_relative_information_score: 0.6602, mean_absolute_error: 0.0706, mean_prior_absolute_error: 0.1212, weighted_recall: 0.872, number_of_instances: 500, precision: 0.8673, predictive_accuracy: 0.872, prior_entropy: 3.6489, relative_absolute_error: 0.5825, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1593, root_relative_squared_error: 0.6476, unweighted_recall: 0.7619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.865, kappa: 0.8563, kb_relative_information_score: 0.6652, mean_absolute_error: 0.0698, mean_prior_absolute_error: 0.1212, weighted_recall: 0.87, number_of_instances: 500, precision: 0.8696, predictive_accuracy: 0.87, prior_entropy: 3.6489, relative_absolute_error: 0.5758, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1581, root_relative_squared_error: 0.6427, unweighted_recall: 0.779,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.8868, kappa: 0.8828, kb_relative_information_score: 0.6597, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.1212, weighted_recall: 0.894, number_of_instances: 500, precision: 0.8939, predictive_accuracy: 0.894, prior_entropy: 3.6489, relative_absolute_error: 0.5859, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1599, root_relative_squared_error: 0.65, unweighted_recall: 0.7933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.8735, kappa: 0.8696, kb_relative_information_score: 0.6504, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.1212, weighted_recall: 0.882, number_of_instances: 500, precision: 0.8868, predictive_accuracy: 0.882, prior_entropy: 3.6489, relative_absolute_error: 0.5929, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1618, root_relative_squared_error: 0.6574, unweighted_recall: 0.7815,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.8639, kappa: 0.8606, kb_relative_information_score: 0.6569, mean_absolute_error: 0.0709, mean_prior_absolute_error: 0.1212, weighted_recall: 0.874, number_of_instances: 500, precision: 0.8792, predictive_accuracy: 0.874, prior_entropy: 3.6489, relative_absolute_error: 0.5855, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.16, root_relative_squared_error: 0.6504, unweighted_recall: 0.762,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.8842, kappa: 0.8806, kb_relative_information_score: 0.6711, mean_absolute_error: 0.0694, mean_prior_absolute_error: 0.1212, weighted_recall: 0.892, number_of_instances: 500, precision: 0.8967, predictive_accuracy: 0.892, prior_entropy: 3.6489, relative_absolute_error: 0.5724, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1566, root_relative_squared_error: 0.6366, unweighted_recall: 0.7919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.8745, kappa: 0.8695, kb_relative_information_score: 0.6623, mean_absolute_error: 0.0702, mean_prior_absolute_error: 0.1212, weighted_recall: 0.882, number_of_instances: 500, precision: 0.8798, predictive_accuracy: 0.882, prior_entropy: 3.6489, relative_absolute_error: 0.5796, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.159, root_relative_squared_error: 0.6463, unweighted_recall: 0.7802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.8663, kappa: 0.863, kb_relative_information_score: 0.6619, mean_absolute_error: 0.0705, mean_prior_absolute_error: 0.1212, weighted_recall: 0.876, number_of_instances: 500, precision: 0.8735, predictive_accuracy: 0.876, prior_entropy: 3.6489, relative_absolute_error: 0.5816, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1592, root_relative_squared_error: 0.6469, unweighted_recall: 0.7649,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.8782, kappa: 0.8741, kb_relative_information_score: 0.6754, mean_absolute_error: 0.068, mean_prior_absolute_error: 0.1212, weighted_recall: 0.886, number_of_instances: 500, precision: 0.8859, predictive_accuracy: 0.886, prior_entropy: 3.6489, relative_absolute_error: 0.5616, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1551, root_relative_squared_error: 0.6304, unweighted_recall: 0.7835,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.8737, kappa: 0.8696, kb_relative_information_score: 0.6525, mean_absolute_error: 0.0719, mean_prior_absolute_error: 0.1212, weighted_recall: 0.882, number_of_instances: 500, precision: 0.884, predictive_accuracy: 0.882, prior_entropy: 3.6489, relative_absolute_error: 0.5932, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1615, root_relative_squared_error: 0.6564, unweighted_recall: 0.7829,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.8788, kappa: 0.874, kb_relative_information_score: 0.6686, mean_absolute_error: 0.0694, mean_prior_absolute_error: 0.1212, weighted_recall: 0.886, number_of_instances: 500, precision: 0.8857, predictive_accuracy: 0.886, prior_entropy: 3.6489, relative_absolute_error: 0.5725, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1574, root_relative_squared_error: 0.6398, unweighted_recall: 0.7872,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.8686, kappa: 0.8631, kb_relative_information_score: 0.6609, mean_absolute_error: 0.0701, mean_prior_absolute_error: 0.1212, weighted_recall: 0.876, number_of_instances: 500, precision: 0.8822, predictive_accuracy: 0.876, prior_entropy: 3.6489, relative_absolute_error: 0.5787, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1587, root_relative_squared_error: 0.6449, unweighted_recall: 0.772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.8708, kappa: 0.8651, kb_relative_information_score: 0.6471, mean_absolute_error: 0.0722, mean_prior_absolute_error: 0.1212, weighted_recall: 0.878, number_of_instances: 500, precision: 0.8808, predictive_accuracy: 0.878, prior_entropy: 3.6489, relative_absolute_error: 0.5959, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1625, root_relative_squared_error: 0.6606, unweighted_recall: 0.776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.8675, kappa: 0.8653, kb_relative_information_score: 0.6713, mean_absolute_error: 0.0688, mean_prior_absolute_error: 0.1212, weighted_recall: 0.878, number_of_instances: 500, precision: 0.8821, predictive_accuracy: 0.878, prior_entropy: 3.6489, relative_absolute_error: 0.568, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1566, root_relative_squared_error: 0.6363, unweighted_recall: 0.7688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.8629, kappa: 0.8563, kb_relative_information_score: 0.6579, mean_absolute_error: 0.0707, mean_prior_absolute_error: 0.1212, weighted_recall: 0.87, number_of_instances: 500, precision: 0.8721, predictive_accuracy: 0.87, prior_entropy: 3.6489, relative_absolute_error: 0.5838, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.16, root_relative_squared_error: 0.6501, unweighted_recall: 0.7705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.883, kappa: 0.8762, kb_relative_information_score: 0.6647, mean_absolute_error: 0.07, mean_prior_absolute_error: 0.1212, weighted_recall: 0.888, number_of_instances: 500, precision: 0.8945, predictive_accuracy: 0.888, prior_entropy: 3.6489, relative_absolute_error: 0.5777, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1586, root_relative_squared_error: 0.6448, unweighted_recall: 0.8033,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.8755, kappa: 0.8697, kb_relative_information_score: 0.6615, mean_absolute_error: 0.0703, mean_prior_absolute_error: 0.1212, weighted_recall: 0.882, number_of_instances: 500, precision: 0.8851, predictive_accuracy: 0.882, prior_entropy: 3.6489, relative_absolute_error: 0.58, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1593, root_relative_squared_error: 0.6476, unweighted_recall: 0.7898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.8671, kappa: 0.863, kb_relative_information_score: 0.6615, mean_absolute_error: 0.0704, mean_prior_absolute_error: 0.1212, weighted_recall: 0.876, number_of_instances: 500, precision: 0.8761, predictive_accuracy: 0.876, prior_entropy: 3.6489, relative_absolute_error: 0.5811, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1586, root_relative_squared_error: 0.6446, unweighted_recall: 0.7718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.8728, kappa: 0.8674, kb_relative_information_score: 0.6679, mean_absolute_error: 0.0692, mean_prior_absolute_error: 0.1212, weighted_recall: 0.88, number_of_instances: 500, precision: 0.883, predictive_accuracy: 0.88, prior_entropy: 3.6489, relative_absolute_error: 0.5714, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1572, root_relative_squared_error: 0.6389, unweighted_recall: 0.7799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.8703, kappa: 0.8629, kb_relative_information_score: 0.655, mean_absolute_error: 0.0715, mean_prior_absolute_error: 0.1212, weighted_recall: 0.876, number_of_instances: 500, precision: 0.8731, predictive_accuracy: 0.876, prior_entropy: 3.6489, relative_absolute_error: 0.59, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1611, root_relative_squared_error: 0.6548, unweighted_recall: 0.7786,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.8789, kappa: 0.8762, kb_relative_information_score: 0.6695, mean_absolute_error: 0.0696, mean_prior_absolute_error: 0.1212, weighted_recall: 0.888, number_of_instances: 500, precision: 0.89, predictive_accuracy: 0.888, prior_entropy: 3.6489, relative_absolute_error: 0.5745, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1571, root_relative_squared_error: 0.6384, unweighted_recall: 0.7838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.8862, kappa: 0.8851, kb_relative_information_score: 0.6701, mean_absolute_error: 0.0693, mean_prior_absolute_error: 0.1212, weighted_recall: 0.896, number_of_instances: 500, precision: 0.8996, predictive_accuracy: 0.896, prior_entropy: 3.6489, relative_absolute_error: 0.5721, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1569, root_relative_squared_error: 0.6377, unweighted_recall: 0.791,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.8699, kappa: 0.8651, kb_relative_information_score: 0.6561, mean_absolute_error: 0.0713, mean_prior_absolute_error: 0.1212, weighted_recall: 0.878, number_of_instances: 500, precision: 0.8859, predictive_accuracy: 0.878, prior_entropy: 3.6489, relative_absolute_error: 0.5887, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1609, root_relative_squared_error: 0.6541, unweighted_recall: 0.7726,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.8861, kappa: 0.8807, kb_relative_information_score: 0.6656, mean_absolute_error: 0.0701, mean_prior_absolute_error: 0.1212, weighted_recall: 0.892, number_of_instances: 500, precision: 0.8943, predictive_accuracy: 0.892, prior_entropy: 3.6489, relative_absolute_error: 0.5783, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1584, root_relative_squared_error: 0.6437, unweighted_recall: 0.8055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, kappa: 0.8541, kb_relative_information_score: 0.659, mean_absolute_error: 0.0707, mean_prior_absolute_error: 0.1212, weighted_recall: 0.868, number_of_instances: 500, predictive_accuracy: 0.868, prior_entropy: 3.6489, relative_absolute_error: 0.5832, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1598, root_relative_squared_error: 0.6495, unweighted_recall: 0.7455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.8653, kappa: 0.8585, kb_relative_information_score: 0.6504, mean_absolute_error: 0.0717, mean_prior_absolute_error: 0.1212, weighted_recall: 0.872, number_of_instances: 500, precision: 0.8783, predictive_accuracy: 0.872, prior_entropy: 3.6489, relative_absolute_error: 0.5917, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1621, root_relative_squared_error: 0.6587, unweighted_recall: 0.7782,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.8697, kappa: 0.8631, kb_relative_information_score: 0.6638, mean_absolute_error: 0.0699, mean_prior_absolute_error: 0.1212, weighted_recall: 0.876, number_of_instances: 500, precision: 0.877, predictive_accuracy: 0.876, prior_entropy: 3.6489, relative_absolute_error: 0.5772, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1583, root_relative_squared_error: 0.6434, unweighted_recall: 0.7833,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, kappa: 0.8674, kb_relative_information_score: 0.6606, mean_absolute_error: 0.0706, mean_prior_absolute_error: 0.1212, weighted_recall: 0.88, number_of_instances: 500, predictive_accuracy: 0.88, prior_entropy: 3.6489, relative_absolute_error: 0.5827, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1597, root_relative_squared_error: 0.649, unweighted_recall: 0.78,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.8617, kappa: 0.8563, kb_relative_information_score: 0.6578, mean_absolute_error: 0.0709, mean_prior_absolute_error: 0.1212, weighted_recall: 0.87, number_of_instances: 500, precision: 0.8748, predictive_accuracy: 0.87, prior_entropy: 3.6489, relative_absolute_error: 0.5849, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1598, root_relative_squared_error: 0.6494, unweighted_recall: 0.7697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.8628, kappa: 0.8541, kb_relative_information_score: 0.6542, mean_absolute_error: 0.0714, mean_prior_absolute_error: 0.1212, weighted_recall: 0.868, number_of_instances: 500, precision: 0.8678, predictive_accuracy: 0.868, prior_entropy: 3.6489, relative_absolute_error: 0.5896, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1613, root_relative_squared_error: 0.6556, unweighted_recall: 0.7766,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.8709, kappa: 0.8651, kb_relative_information_score: 0.6619, mean_absolute_error: 0.0704, mean_prior_absolute_error: 0.1212, weighted_recall: 0.878, number_of_instances: 500, precision: 0.8832, predictive_accuracy: 0.878, prior_entropy: 3.6489, relative_absolute_error: 0.5807, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1591, root_relative_squared_error: 0.6467, unweighted_recall: 0.7757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.88, kappa: 0.8741, kb_relative_information_score: 0.6581, mean_absolute_error: 0.0709, mean_prior_absolute_error: 0.1212, weighted_recall: 0.886, number_of_instances: 500, precision: 0.8898, predictive_accuracy: 0.886, prior_entropy: 3.6489, relative_absolute_error: 0.585, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1603, root_relative_squared_error: 0.6517, unweighted_recall: 0.7949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.8607, kappa: 0.8541, kb_relative_information_score: 0.6567, mean_absolute_error: 0.0709, mean_prior_absolute_error: 0.1212, weighted_recall: 0.868, number_of_instances: 500, precision: 0.8712, predictive_accuracy: 0.868, prior_entropy: 3.6489, relative_absolute_error: 0.5854, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1605, root_relative_squared_error: 0.6523, unweighted_recall: 0.7693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.8408, kappa: 0.8319, kb_relative_information_score: 0.645, mean_absolute_error: 0.0724, mean_prior_absolute_error: 0.1212, weighted_recall: 0.848, number_of_instances: 500, precision: 0.848, predictive_accuracy: 0.848, prior_entropy: 3.6489, relative_absolute_error: 0.5979, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1633, root_relative_squared_error: 0.6637, unweighted_recall: 0.7475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.886, kappa: 0.8808, kb_relative_information_score: 0.6751, mean_absolute_error: 0.0684, mean_prior_absolute_error: 0.1212, weighted_recall: 0.892, number_of_instances: 500, precision: 0.8961, predictive_accuracy: 0.892, prior_entropy: 3.6489, relative_absolute_error: 0.5645, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1556, root_relative_squared_error: 0.6326, unweighted_recall: 0.8017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.8506, kappa: 0.845, kb_relative_information_score: 0.652, mean_absolute_error: 0.0715, mean_prior_absolute_error: 0.1212, weighted_recall: 0.86, number_of_instances: 500, precision: 0.8678, predictive_accuracy: 0.86, prior_entropy: 3.6489, relative_absolute_error: 0.5897, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1615, root_relative_squared_error: 0.6562, unweighted_recall: 0.7488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, kappa: 0.8717, kb_relative_information_score: 0.6489, mean_absolute_error: 0.0722, mean_prior_absolute_error: 0.1212, weighted_recall: 0.884, number_of_instances: 500, predictive_accuracy: 0.884, prior_entropy: 3.6489, relative_absolute_error: 0.5957, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1622, root_relative_squared_error: 0.6594, unweighted_recall: 0.7784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.8587, kappa: 0.8518, kb_relative_information_score: 0.6509, mean_absolute_error: 0.0719, mean_prior_absolute_error: 0.1212, weighted_recall: 0.866, number_of_instances: 500, precision: 0.8722, predictive_accuracy: 0.866, prior_entropy: 3.6489, relative_absolute_error: 0.593, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1616, root_relative_squared_error: 0.6566, unweighted_recall: 0.7631,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.8746, kappa: 0.8717, kb_relative_information_score: 0.6612, mean_absolute_error: 0.0704, mean_prior_absolute_error: 0.1212, weighted_recall: 0.884, number_of_instances: 500, precision: 0.8875, predictive_accuracy: 0.884, prior_entropy: 3.6489, relative_absolute_error: 0.5809, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1593, root_relative_squared_error: 0.6475, unweighted_recall: 0.7821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.8678, kappa: 0.8608, kb_relative_information_score: 0.6515, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.1212, weighted_recall: 0.874, number_of_instances: 500, precision: 0.8754, predictive_accuracy: 0.874, prior_entropy: 3.6489, relative_absolute_error: 0.5925, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1618, root_relative_squared_error: 0.6577, unweighted_recall: 0.7727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.8713, kappa: 0.8674, kb_relative_information_score: 0.6595, mean_absolute_error: 0.0706, mean_prior_absolute_error: 0.1212, weighted_recall: 0.88, number_of_instances: 500, precision: 0.8786, predictive_accuracy: 0.88, prior_entropy: 3.6489, relative_absolute_error: 0.5824, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1595, root_relative_squared_error: 0.6482, unweighted_recall: 0.7732,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.8806, kappa: 0.874, kb_relative_information_score: 0.6534, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.1212, weighted_recall: 0.886, number_of_instances: 500, precision: 0.8848, predictive_accuracy: 0.886, prior_entropy: 3.6489, relative_absolute_error: 0.5879, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1609, root_relative_squared_error: 0.654, unweighted_recall: 0.7896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.8915, kappa: 0.8895, kb_relative_information_score: 0.6706, mean_absolute_error: 0.0691, mean_prior_absolute_error: 0.1212, weighted_recall: 0.9, number_of_instances: 500, precision: 0.9047, predictive_accuracy: 0.9, prior_entropy: 3.6489, relative_absolute_error: 0.5706, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.157, root_relative_squared_error: 0.6382, unweighted_recall: 0.7932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.8611, kappa: 0.8584, kb_relative_information_score: 0.653, mean_absolute_error: 0.0717, mean_prior_absolute_error: 0.1212, weighted_recall: 0.872, number_of_instances: 500, precision: 0.8616, predictive_accuracy: 0.872, prior_entropy: 3.6489, relative_absolute_error: 0.5915, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1617, root_relative_squared_error: 0.6571, unweighted_recall: 0.7663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.8731, kappa: 0.8695, kb_relative_information_score: 0.6588, mean_absolute_error: 0.0707, mean_prior_absolute_error: 0.1212, weighted_recall: 0.882, number_of_instances: 500, precision: 0.8837, predictive_accuracy: 0.882, prior_entropy: 3.6489, relative_absolute_error: 0.5835, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1598, root_relative_squared_error: 0.6494, unweighted_recall: 0.774,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, kappa: 0.8651, kb_relative_information_score: 0.659, mean_absolute_error: 0.0706, mean_prior_absolute_error: 0.1212, weighted_recall: 0.878, number_of_instances: 500, predictive_accuracy: 0.878, prior_entropy: 3.6489, relative_absolute_error: 0.5823, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1598, root_relative_squared_error: 0.6496, unweighted_recall: 0.7613,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.8814, kappa: 0.8742, kb_relative_information_score: 0.6715, mean_absolute_error: 0.0688, mean_prior_absolute_error: 0.1212, weighted_recall: 0.886, number_of_instances: 500, precision: 0.8856, predictive_accuracy: 0.886, prior_entropy: 3.6489, relative_absolute_error: 0.5681, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1565, root_relative_squared_error: 0.6359, unweighted_recall: 0.7946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.8747, kappa: 0.8673, kb_relative_information_score: 0.6561, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.1212, weighted_recall: 0.88, number_of_instances: 500, precision: 0.8858, predictive_accuracy: 0.88, prior_entropy: 3.6489, relative_absolute_error: 0.5877, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1607, root_relative_squared_error: 0.653, unweighted_recall: 0.796,

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