Task
Supervised Classification on wdbc

Supervised Classification on wdbc

Task 9946 Supervised Classification wdbc 147945 runs submitted
1 likes downloaded by 2 people , 2 total downloads 0 issues
Visibility: Public
  • OpenML-CC18 OpenML100 study_107 study_123 study_14 study_7 study_98 study_99
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147945 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.963, kappa: 0.9207, kb_relative_information_score: 0.8598, mean_absolute_error: 0.0729, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9631, number_of_instances: 569, precision: 0.9631, predictive_accuracy: 0.9631, prior_entropy: 0.9526, relative_absolute_error: 0.156, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1678, root_relative_squared_error: 0.3472, unweighted_recall: 0.9581,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.963, kappa: 0.9207, kb_relative_information_score: 0.8077, mean_absolute_error: 0.1026, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9631, number_of_instances: 569, precision: 0.9631, predictive_accuracy: 0.9631, prior_entropy: 0.9526, relative_absolute_error: 0.2194, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1835, root_relative_squared_error: 0.3796, unweighted_recall: 0.9581,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.984, f_measure: 0.9543, kappa: 0.9025, kb_relative_information_score: 0.8625, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9543, number_of_instances: 569, precision: 0.9544, predictive_accuracy: 0.9543, prior_entropy: 0.9526, relative_absolute_error: 0.1438, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1868, root_relative_squared_error: 0.3864, unweighted_recall: 0.9521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.963, kappa: 0.9205, kb_relative_information_score: 0.847, mean_absolute_error: 0.08, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9631, number_of_instances: 569, precision: 0.9631, predictive_accuracy: 0.9631, prior_entropy: 0.9526, relative_absolute_error: 0.1712, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1728, root_relative_squared_error: 0.3574, unweighted_recall: 0.9572,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9647, kappa: 0.9244, kb_relative_information_score: 0.8403, mean_absolute_error: 0.0828, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9649, number_of_instances: 569, precision: 0.9649, predictive_accuracy: 0.9649, prior_entropy: 0.9526, relative_absolute_error: 0.177, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1786, root_relative_squared_error: 0.3694, unweighted_recall: 0.9595,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, f_measure: 0.9666, kappa: 0.9284, kb_relative_information_score: 0.8536, mean_absolute_error: 0.0753, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9666, number_of_instances: 569, precision: 0.9666, predictive_accuracy: 0.9666, prior_entropy: 0.9526, relative_absolute_error: 0.161, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1741, root_relative_squared_error: 0.3601, unweighted_recall: 0.9629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9665, kappa: 0.9282, kb_relative_information_score: 0.8594, mean_absolute_error: 0.0726, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9666, number_of_instances: 569, precision: 0.9666, predictive_accuracy: 0.9666, prior_entropy: 0.9526, relative_absolute_error: 0.1553, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1692, root_relative_squared_error: 0.35, unweighted_recall: 0.9619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9613, kappa: 0.917, kb_relative_information_score: 0.8562, mean_absolute_error: 0.0737, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9613, number_of_instances: 569, precision: 0.9613, predictive_accuracy: 0.9613, prior_entropy: 0.9526, relative_absolute_error: 0.1577, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1732, root_relative_squared_error: 0.3582, unweighted_recall: 0.9567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9683, kappa: 0.9322, kb_relative_information_score: 0.8554, mean_absolute_error: 0.0744, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9684, number_of_instances: 569, precision: 0.9683, predictive_accuracy: 0.9684, prior_entropy: 0.9526, relative_absolute_error: 0.1592, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.174, root_relative_squared_error: 0.3599, unweighted_recall: 0.9652,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.9577, kappa: 0.9093, kb_relative_information_score: 0.7962, mean_absolute_error: 0.1073, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9578, number_of_instances: 569, precision: 0.9578, predictive_accuracy: 0.9578, prior_entropy: 0.9526, relative_absolute_error: 0.2295, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1931, root_relative_squared_error: 0.3995, unweighted_recall: 0.952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9543, kappa: 0.9021, kb_relative_information_score: 0.8147, mean_absolute_error: 0.0935, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9543, number_of_instances: 569, precision: 0.9542, predictive_accuracy: 0.9543, prior_entropy: 0.9526, relative_absolute_error: 0.1999, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1979, root_relative_squared_error: 0.4094, unweighted_recall: 0.9502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9612, kappa: 0.9167, kb_relative_information_score: 0.8179, mean_absolute_error: 0.097, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9613, number_of_instances: 569, precision: 0.9614, predictive_accuracy: 0.9613, prior_entropy: 0.9526, relative_absolute_error: 0.2075, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1795, root_relative_squared_error: 0.3713, unweighted_recall: 0.9548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.9352, kappa: 0.8618, kb_relative_information_score: 0.7904, mean_absolute_error: 0.1041, mean_prior_absolute_error: 0.4676, weighted_recall: 0.935, number_of_instances: 569, precision: 0.9357, predictive_accuracy: 0.935, prior_entropy: 0.9526, relative_absolute_error: 0.2226, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2132, root_relative_squared_error: 0.4409, unweighted_recall: 0.9338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9856, f_measure: 0.9404, kappa: 0.8729, kb_relative_information_score: 0.8015, mean_absolute_error: 0.0994, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9402, number_of_instances: 569, precision: 0.9408, predictive_accuracy: 0.9402, prior_entropy: 0.9526, relative_absolute_error: 0.2125, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2048, root_relative_squared_error: 0.4236, unweighted_recall: 0.939,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.9562, kappa: 0.9065, kb_relative_information_score: 0.8661, mean_absolute_error: 0.0657, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9561, number_of_instances: 569, precision: 0.9564, predictive_accuracy: 0.9561, prior_entropy: 0.9526, relative_absolute_error: 0.1406, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1822, root_relative_squared_error: 0.3768, unweighted_recall: 0.9554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, f_measure: 0.9527, kappa: 0.899, kb_relative_information_score: 0.8637, mean_absolute_error: 0.0661, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9525, number_of_instances: 569, precision: 0.9529, predictive_accuracy: 0.9525, prior_entropy: 0.9526, relative_absolute_error: 0.1414, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1883, root_relative_squared_error: 0.3894, unweighted_recall: 0.9516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9648, kappa: 0.9245, kb_relative_information_score: 0.855, mean_absolute_error: 0.075, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9649, number_of_instances: 569, precision: 0.9648, predictive_accuracy: 0.9649, prior_entropy: 0.9526, relative_absolute_error: 0.1604, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1705, root_relative_squared_error: 0.3526, unweighted_recall: 0.9605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9683, kappa: 0.9319, kb_relative_information_score: 0.8617, mean_absolute_error: 0.0706, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9684, number_of_instances: 569, precision: 0.9684, predictive_accuracy: 0.9684, prior_entropy: 0.9526, relative_absolute_error: 0.1509, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1722, root_relative_squared_error: 0.3562, unweighted_recall: 0.9633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9506, kappa: 0.8939, kb_relative_information_score: 0.78, mean_absolute_error: 0.1158, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9508, number_of_instances: 569, precision: 0.9508, predictive_accuracy: 0.9508, prior_entropy: 0.9526, relative_absolute_error: 0.2476, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1997, root_relative_squared_error: 0.4131, unweighted_recall: 0.9435,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.97, kappa: 0.9358, kb_relative_information_score: 0.8715, mean_absolute_error: 0.0654, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9701, number_of_instances: 569, precision: 0.9701, predictive_accuracy: 0.9701, prior_entropy: 0.9526, relative_absolute_error: 0.1399, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1671, root_relative_squared_error: 0.3457, unweighted_recall: 0.9657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9648, kappa: 0.9245, kb_relative_information_score: 0.843, mean_absolute_error: 0.0822, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9649, number_of_instances: 569, precision: 0.9648, predictive_accuracy: 0.9649, prior_entropy: 0.9526, relative_absolute_error: 0.1758, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1737, root_relative_squared_error: 0.3593, unweighted_recall: 0.9605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9665, kappa: 0.9282, kb_relative_information_score: 0.8676, mean_absolute_error: 0.0677, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9666, number_of_instances: 569, precision: 0.9666, predictive_accuracy: 0.9666, prior_entropy: 0.9526, relative_absolute_error: 0.1447, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1685, root_relative_squared_error: 0.3485, unweighted_recall: 0.9619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9525, kappa: 0.8982, kb_relative_information_score: 0.8444, mean_absolute_error: 0.0783, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9525, number_of_instances: 569, precision: 0.9525, predictive_accuracy: 0.9525, prior_entropy: 0.9526, relative_absolute_error: 0.1675, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1841, root_relative_squared_error: 0.3808, unweighted_recall: 0.9478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9559, kappa: 0.9054, kb_relative_information_score: 0.8306, mean_absolute_error: 0.0873, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9561, number_of_instances: 569, precision: 0.9561, predictive_accuracy: 0.9561, prior_entropy: 0.9526, relative_absolute_error: 0.1866, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1841, root_relative_squared_error: 0.3808, unweighted_recall: 0.9497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9542, kappa: 0.9017, kb_relative_information_score: 0.8106, mean_absolute_error: 0.0984, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9543, number_of_instances: 569, precision: 0.9543, predictive_accuracy: 0.9543, prior_entropy: 0.9526, relative_absolute_error: 0.2103, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1912, root_relative_squared_error: 0.3954, unweighted_recall: 0.9483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9629, kappa: 0.9204, kb_relative_information_score: 0.8101, mean_absolute_error: 0.1016, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9631, number_of_instances: 569, precision: 0.9633, predictive_accuracy: 0.9631, prior_entropy: 0.9526, relative_absolute_error: 0.2173, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1816, root_relative_squared_error: 0.3757, unweighted_recall: 0.9562,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.97, kappa: 0.9358, kb_relative_information_score: 0.8715, mean_absolute_error: 0.0654, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9701, number_of_instances: 569, precision: 0.9701, predictive_accuracy: 0.9701, prior_entropy: 0.9526, relative_absolute_error: 0.1399, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1671, root_relative_squared_error: 0.3457, unweighted_recall: 0.9657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9666, kappa: 0.9284, kb_relative_information_score: 0.8514, mean_absolute_error: 0.0762, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9666, number_of_instances: 569, precision: 0.9666, predictive_accuracy: 0.9666, prior_entropy: 0.9526, relative_absolute_error: 0.163, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1768, root_relative_squared_error: 0.3656, unweighted_recall: 0.9629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9613, kappa: 0.917, kb_relative_information_score: 0.853, mean_absolute_error: 0.0754, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9613, number_of_instances: 569, precision: 0.9613, predictive_accuracy: 0.9613, prior_entropy: 0.9526, relative_absolute_error: 0.1612, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1754, root_relative_squared_error: 0.3628, unweighted_recall: 0.9567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.963, kappa: 0.9208, kb_relative_information_score: 0.8526, mean_absolute_error: 0.0757, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9631, number_of_instances: 569, precision: 0.963, predictive_accuracy: 0.9631, prior_entropy: 0.9526, relative_absolute_error: 0.1619, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1752, root_relative_squared_error: 0.3624, unweighted_recall: 0.9591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9576, kappa: 0.9091, kb_relative_information_score: 0.7904, mean_absolute_error: 0.1121, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9578, number_of_instances: 569, precision: 0.9579, predictive_accuracy: 0.9578, prior_entropy: 0.9526, relative_absolute_error: 0.2397, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1902, root_relative_squared_error: 0.3934, unweighted_recall: 0.9511,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9647, kappa: 0.9242, kb_relative_information_score: 0.8112, mean_absolute_error: 0.1011, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9649, number_of_instances: 569, precision: 0.965, predictive_accuracy: 0.9649, prior_entropy: 0.9526, relative_absolute_error: 0.2161, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1817, root_relative_squared_error: 0.3758, unweighted_recall: 0.9586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.9541, kappa: 0.9015, kb_relative_information_score: 0.7906, mean_absolute_error: 0.1083, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9543, number_of_instances: 569, precision: 0.9543, predictive_accuracy: 0.9543, prior_entropy: 0.9526, relative_absolute_error: 0.2316, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2024, root_relative_squared_error: 0.4187, unweighted_recall: 0.9473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9701, kappa: 0.9359, kb_relative_information_score: 0.8646, mean_absolute_error: 0.0702, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9701, number_of_instances: 569, precision: 0.9701, predictive_accuracy: 0.9701, prior_entropy: 0.9526, relative_absolute_error: 0.1501, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1666, root_relative_squared_error: 0.3445, unweighted_recall: 0.9666,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9648, kappa: 0.9247, kb_relative_information_score: 0.8524, mean_absolute_error: 0.0753, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9649, number_of_instances: 569, precision: 0.9648, predictive_accuracy: 0.9649, prior_entropy: 0.9526, relative_absolute_error: 0.1609, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1784, root_relative_squared_error: 0.369, unweighted_recall: 0.9615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9504, kappa: 0.8933, kb_relative_information_score: 0.713, mean_absolute_error: 0.1535, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9508, number_of_instances: 569, precision: 0.9513, predictive_accuracy: 0.9508, prior_entropy: 0.9526, relative_absolute_error: 0.3281, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2211, root_relative_squared_error: 0.4573, unweighted_recall: 0.9407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9665, kappa: 0.9282, kb_relative_information_score: 0.8593, mean_absolute_error: 0.0727, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9666, number_of_instances: 569, precision: 0.9666, predictive_accuracy: 0.9666, prior_entropy: 0.9526, relative_absolute_error: 0.1554, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1695, root_relative_squared_error: 0.3506, unweighted_recall: 0.9619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9666, kappa: 0.9284, kb_relative_information_score: 0.8657, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9666, number_of_instances: 569, precision: 0.9666, predictive_accuracy: 0.9666, prior_entropy: 0.9526, relative_absolute_error: 0.1439, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1738, root_relative_squared_error: 0.3595, unweighted_recall: 0.9629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9648, kappa: 0.9247, kb_relative_information_score: 0.855, mean_absolute_error: 0.0745, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9649, number_of_instances: 569, precision: 0.9648, predictive_accuracy: 0.9649, prior_entropy: 0.9526, relative_absolute_error: 0.1593, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1741, root_relative_squared_error: 0.3601, unweighted_recall: 0.9615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.9683, kappa: 0.9319, kb_relative_information_score: 0.8679, mean_absolute_error: 0.0672, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9684, number_of_instances: 569, precision: 0.9684, predictive_accuracy: 0.9684, prior_entropy: 0.9526, relative_absolute_error: 0.1438, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1691, root_relative_squared_error: 0.3497, unweighted_recall: 0.9633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9576, kappa: 0.9091, kb_relative_information_score: 0.809, mean_absolute_error: 0.1018, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9578, number_of_instances: 569, precision: 0.9579, predictive_accuracy: 0.9578, prior_entropy: 0.9526, relative_absolute_error: 0.2176, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.183, root_relative_squared_error: 0.3786, unweighted_recall: 0.9511,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, f_measure: 0.9422, kappa: 0.8768, kb_relative_information_score: 0.7995, mean_absolute_error: 0.0997, mean_prior_absolute_error: 0.4676, weighted_recall: 0.942, number_of_instances: 569, precision: 0.9427, predictive_accuracy: 0.942, prior_entropy: 0.9526, relative_absolute_error: 0.2132, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2091, root_relative_squared_error: 0.4325, unweighted_recall: 0.9413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.9468, kappa: 0.8855, kb_relative_information_score: 0.6744, mean_absolute_error: 0.1749, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9473, number_of_instances: 569, precision: 0.948, predictive_accuracy: 0.9473, prior_entropy: 0.9526, relative_absolute_error: 0.374, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.234, root_relative_squared_error: 0.484, unweighted_recall: 0.936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.9419, kappa: 0.8754, kb_relative_information_score: 0.7956, mean_absolute_error: 0.102, mean_prior_absolute_error: 0.4676, weighted_recall: 0.942, number_of_instances: 569, precision: 0.9419, predictive_accuracy: 0.942, prior_entropy: 0.9526, relative_absolute_error: 0.2181, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2088, root_relative_squared_error: 0.4318, unweighted_recall: 0.9356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.963, kappa: 0.9208, kb_relative_information_score: 0.8554, mean_absolute_error: 0.0747, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9631, number_of_instances: 569, precision: 0.963, predictive_accuracy: 0.9631, prior_entropy: 0.9526, relative_absolute_error: 0.1597, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1715, root_relative_squared_error: 0.3547, unweighted_recall: 0.9591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9648, kappa: 0.9245, kb_relative_information_score: 0.8563, mean_absolute_error: 0.0749, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9649, number_of_instances: 569, precision: 0.9648, predictive_accuracy: 0.9649, prior_entropy: 0.9526, relative_absolute_error: 0.1602, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1683, root_relative_squared_error: 0.3481, unweighted_recall: 0.9605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.9612, kappa: 0.9168, kb_relative_information_score: 0.8437, mean_absolute_error: 0.0811, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9613, number_of_instances: 569, precision: 0.9613, predictive_accuracy: 0.9613, prior_entropy: 0.9526, relative_absolute_error: 0.1734, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1765, root_relative_squared_error: 0.365, unweighted_recall: 0.9558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9648, kappa: 0.9247, kb_relative_information_score: 0.8578, mean_absolute_error: 0.073, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9649, number_of_instances: 569, precision: 0.9648, predictive_accuracy: 0.9649, prior_entropy: 0.9526, relative_absolute_error: 0.156, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1733, root_relative_squared_error: 0.3584, unweighted_recall: 0.9615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.9577, kappa: 0.9093, kb_relative_information_score: 0.8412, mean_absolute_error: 0.082, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9578, number_of_instances: 569, precision: 0.9578, predictive_accuracy: 0.9578, prior_entropy: 0.9526, relative_absolute_error: 0.1754, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1785, root_relative_squared_error: 0.3691, unweighted_recall: 0.952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.963, kappa: 0.9208, kb_relative_information_score: 0.8495, mean_absolute_error: 0.0779, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9631, number_of_instances: 569, precision: 0.963, predictive_accuracy: 0.9631, prior_entropy: 0.9526, relative_absolute_error: 0.1665, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1749, root_relative_squared_error: 0.3617, unweighted_recall: 0.9591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9542, kappa: 0.9019, kb_relative_information_score: 0.8291, mean_absolute_error: 0.0862, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9543, number_of_instances: 569, precision: 0.9542, predictive_accuracy: 0.9543, prior_entropy: 0.9526, relative_absolute_error: 0.1842, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1928, root_relative_squared_error: 0.3987, unweighted_recall: 0.9492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9524, kappa: 0.898, kb_relative_information_score: 0.8021, mean_absolute_error: 0.1022, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9525, number_of_instances: 569, precision: 0.9525, predictive_accuracy: 0.9525, prior_entropy: 0.9526, relative_absolute_error: 0.2185, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1968, root_relative_squared_error: 0.4071, unweighted_recall: 0.9469,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9612, kappa: 0.9167, kb_relative_information_score: 0.8274, mean_absolute_error: 0.092, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9613, number_of_instances: 569, precision: 0.9614, predictive_accuracy: 0.9613, prior_entropy: 0.9526, relative_absolute_error: 0.1966, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1753, root_relative_squared_error: 0.3626, unweighted_recall: 0.9548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.9577, kappa: 0.9093, kb_relative_information_score: 0.8412, mean_absolute_error: 0.082, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9578, number_of_instances: 569, precision: 0.9578, predictive_accuracy: 0.9578, prior_entropy: 0.9526, relative_absolute_error: 0.1754, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1785, root_relative_squared_error: 0.3691, unweighted_recall: 0.952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.9665, kappa: 0.9282, kb_relative_information_score: 0.8685, mean_absolute_error: 0.0672, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9666, number_of_instances: 569, precision: 0.9666, predictive_accuracy: 0.9666, prior_entropy: 0.9526, relative_absolute_error: 0.1437, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1677, root_relative_squared_error: 0.3468, unweighted_recall: 0.9619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.963, kappa: 0.9205, kb_relative_information_score: 0.845, mean_absolute_error: 0.0812, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9631, number_of_instances: 569, precision: 0.9631, predictive_accuracy: 0.9631, prior_entropy: 0.9526, relative_absolute_error: 0.1737, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1729, root_relative_squared_error: 0.3576, unweighted_recall: 0.9572,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9666, kappa: 0.9284, kb_relative_information_score: 0.8548, mean_absolute_error: 0.0743, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9666, number_of_instances: 569, precision: 0.9666, predictive_accuracy: 0.9666, prior_entropy: 0.9526, relative_absolute_error: 0.159, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1741, root_relative_squared_error: 0.3601, unweighted_recall: 0.9629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.956, kappa: 0.9056, kb_relative_information_score: 0.8393, mean_absolute_error: 0.0821, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9561, number_of_instances: 569, precision: 0.956, predictive_accuracy: 0.9561, prior_entropy: 0.9526, relative_absolute_error: 0.1756, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1826, root_relative_squared_error: 0.3777, unweighted_recall: 0.9506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9612, kappa: 0.9168, kb_relative_information_score: 0.8401, mean_absolute_error: 0.0839, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9613, number_of_instances: 569, precision: 0.9613, predictive_accuracy: 0.9613, prior_entropy: 0.9526, relative_absolute_error: 0.1794, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.175, root_relative_squared_error: 0.3619, unweighted_recall: 0.9558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9666, kappa: 0.9284, kb_relative_information_score: 0.858, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9666, number_of_instances: 569, precision: 0.9666, predictive_accuracy: 0.9666, prior_entropy: 0.9526, relative_absolute_error: 0.1581, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1682, root_relative_squared_error: 0.3479, unweighted_recall: 0.9629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.97, kappa: 0.9358, kb_relative_information_score: 0.8675, mean_absolute_error: 0.0677, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9701, number_of_instances: 569, precision: 0.9701, predictive_accuracy: 0.9701, prior_entropy: 0.9526, relative_absolute_error: 0.1448, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1692, root_relative_squared_error: 0.3499, unweighted_recall: 0.9657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9665, kappa: 0.9282, kb_relative_information_score: 0.8671, mean_absolute_error: 0.0679, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9666, number_of_instances: 569, precision: 0.9666, predictive_accuracy: 0.9666, prior_entropy: 0.9526, relative_absolute_error: 0.1453, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1679, root_relative_squared_error: 0.3472, unweighted_recall: 0.9619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9612, kappa: 0.9168, kb_relative_information_score: 0.8562, mean_absolute_error: 0.0741, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9613, number_of_instances: 569, precision: 0.9613, predictive_accuracy: 0.9613, prior_entropy: 0.9526, relative_absolute_error: 0.1584, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1724, root_relative_squared_error: 0.3566, unweighted_recall: 0.9558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9683, kappa: 0.9322, kb_relative_information_score: 0.8548, mean_absolute_error: 0.0747, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9684, number_of_instances: 569, precision: 0.9683, predictive_accuracy: 0.9684, prior_entropy: 0.9526, relative_absolute_error: 0.1597, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1745, root_relative_squared_error: 0.3609, unweighted_recall: 0.9652,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9665, kappa: 0.9282, kb_relative_information_score: 0.8598, mean_absolute_error: 0.0715, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9666, number_of_instances: 569, precision: 0.9666, predictive_accuracy: 0.9666, prior_entropy: 0.9526, relative_absolute_error: 0.1529, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1724, root_relative_squared_error: 0.3567, unweighted_recall: 0.9619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9666, kappa: 0.9284, kb_relative_information_score: 0.8606, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9666, number_of_instances: 569, precision: 0.9666, predictive_accuracy: 0.9666, prior_entropy: 0.9526, relative_absolute_error: 0.1522, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.173, root_relative_squared_error: 0.3578, unweighted_recall: 0.9629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9523, kappa: 0.8976, kb_relative_information_score: 0.7991, mean_absolute_error: 0.1043, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9525, number_of_instances: 569, precision: 0.9526, predictive_accuracy: 0.9525, prior_entropy: 0.9526, relative_absolute_error: 0.2231, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1973, root_relative_squared_error: 0.4081, unweighted_recall: 0.9449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, f_measure: 0.9491, kappa: 0.8913, kb_relative_information_score: 0.8593, mean_absolute_error: 0.068, mean_prior_absolute_error: 0.4676, weighted_recall: 0.949, number_of_instances: 569, precision: 0.9492, predictive_accuracy: 0.949, prior_entropy: 0.9526, relative_absolute_error: 0.1455, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1958, root_relative_squared_error: 0.4049, unweighted_recall: 0.9469,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9612, kappa: 0.9168, kb_relative_information_score: 0.8155, mean_absolute_error: 0.0984, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9613, number_of_instances: 569, precision: 0.9613, predictive_accuracy: 0.9613, prior_entropy: 0.9526, relative_absolute_error: 0.2104, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1806, root_relative_squared_error: 0.3735, unweighted_recall: 0.9558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9487, kappa: 0.8898, kb_relative_information_score: 0.7295, mean_absolute_error: 0.145, mean_prior_absolute_error: 0.4676, weighted_recall: 0.949, number_of_instances: 569, precision: 0.9492, predictive_accuracy: 0.949, prior_entropy: 0.9526, relative_absolute_error: 0.3102, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2142, root_relative_squared_error: 0.443, unweighted_recall: 0.9402,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.9666, kappa: 0.9284, kb_relative_information_score: 0.8574, mean_absolute_error: 0.0736, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9666, number_of_instances: 569, precision: 0.9666, predictive_accuracy: 0.9666, prior_entropy: 0.9526, relative_absolute_error: 0.1574, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1709, root_relative_squared_error: 0.3534, unweighted_recall: 0.9629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.9629, kappa: 0.9204, kb_relative_information_score: 0.8162, mean_absolute_error: 0.0985, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9631, number_of_instances: 569, precision: 0.9633, predictive_accuracy: 0.9631, prior_entropy: 0.9526, relative_absolute_error: 0.2107, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1791, root_relative_squared_error: 0.3704, unweighted_recall: 0.9562,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9595, kappa: 0.9133, kb_relative_information_score: 0.8397, mean_absolute_error: 0.0818, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9596, number_of_instances: 569, precision: 0.9595, predictive_accuracy: 0.9596, prior_entropy: 0.9526, relative_absolute_error: 0.1749, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.183, root_relative_squared_error: 0.3786, unweighted_recall: 0.9553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9525, kappa: 0.8982, kb_relative_information_score: 0.8444, mean_absolute_error: 0.0783, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9525, number_of_instances: 569, precision: 0.9525, predictive_accuracy: 0.9525, prior_entropy: 0.9526, relative_absolute_error: 0.1675, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1841, root_relative_squared_error: 0.3808, unweighted_recall: 0.9478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9467, kappa: 0.885, kb_relative_information_score: 0.6814, mean_absolute_error: 0.1714, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9473, number_of_instances: 569, precision: 0.9487, predictive_accuracy: 0.9473, prior_entropy: 0.9526, relative_absolute_error: 0.3666, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.231, root_relative_squared_error: 0.4777, unweighted_recall: 0.934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.963, kappa: 0.9208, kb_relative_information_score: 0.8615, mean_absolute_error: 0.0708, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9631, number_of_instances: 569, precision: 0.963, predictive_accuracy: 0.9631, prior_entropy: 0.9526, relative_absolute_error: 0.1513, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1709, root_relative_squared_error: 0.3535, unweighted_recall: 0.9591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9595, kappa: 0.9131, kb_relative_information_score: 0.8116, mean_absolute_error: 0.099, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9596, number_of_instances: 569, precision: 0.9595, predictive_accuracy: 0.9596, prior_entropy: 0.9526, relative_absolute_error: 0.2116, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1876, root_relative_squared_error: 0.3881, unweighted_recall: 0.9544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9683, kappa: 0.9321, kb_relative_information_score: 0.8519, mean_absolute_error: 0.0759, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9684, number_of_instances: 569, precision: 0.9683, predictive_accuracy: 0.9684, prior_entropy: 0.9526, relative_absolute_error: 0.1624, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1754, root_relative_squared_error: 0.3628, unweighted_recall: 0.9643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9666, kappa: 0.9285, kb_relative_information_score: 0.857, mean_absolute_error: 0.0738, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9666, number_of_instances: 569, precision: 0.9666, predictive_accuracy: 0.9666, prior_entropy: 0.9526, relative_absolute_error: 0.1579, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1707, root_relative_squared_error: 0.3531, unweighted_recall: 0.9638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.963, kappa: 0.9208, kb_relative_information_score: 0.8476, mean_absolute_error: 0.079, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9631, number_of_instances: 569, precision: 0.963, predictive_accuracy: 0.9631, prior_entropy: 0.9526, relative_absolute_error: 0.1689, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1753, root_relative_squared_error: 0.3627, unweighted_recall: 0.9591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9489, kappa: 0.8903, kb_relative_information_score: 0.8372, mean_absolute_error: 0.082, mean_prior_absolute_error: 0.4676, weighted_recall: 0.949, number_of_instances: 569, precision: 0.949, predictive_accuracy: 0.949, prior_entropy: 0.9526, relative_absolute_error: 0.1753, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1879, root_relative_squared_error: 0.3886, unweighted_recall: 0.9421,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9666, kappa: 0.9284, kb_relative_information_score: 0.8589, mean_absolute_error: 0.072, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9666, number_of_instances: 569, precision: 0.9666, predictive_accuracy: 0.9666, prior_entropy: 0.9526, relative_absolute_error: 0.1539, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1721, root_relative_squared_error: 0.3559, unweighted_recall: 0.9629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9594, kappa: 0.913, kb_relative_information_score: 0.8121, mean_absolute_error: 0.1001, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9596, number_of_instances: 569, precision: 0.9596, predictive_accuracy: 0.9596, prior_entropy: 0.9526, relative_absolute_error: 0.2141, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1813, root_relative_squared_error: 0.3751, unweighted_recall: 0.9534,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, f_measure: 0.963, kappa: 0.9207, kb_relative_information_score: 0.853, mean_absolute_error: 0.0761, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9631, number_of_instances: 569, precision: 0.9631, predictive_accuracy: 0.9631, prior_entropy: 0.9526, relative_absolute_error: 0.1628, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1711, root_relative_squared_error: 0.3539, unweighted_recall: 0.9581,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9648, kappa: 0.9247, kb_relative_information_score: 0.8623, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9649, number_of_instances: 569, precision: 0.9648, predictive_accuracy: 0.9649, prior_entropy: 0.9526, relative_absolute_error: 0.1523, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1689, root_relative_squared_error: 0.3494, unweighted_recall: 0.9615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, f_measure: 0.9216, kappa: 0.8307, kb_relative_information_score: 0.672, mean_absolute_error: 0.1745, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9227, number_of_instances: 569, precision: 0.9242, predictive_accuracy: 0.9227, prior_entropy: 0.9526, relative_absolute_error: 0.3731, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2388, root_relative_squared_error: 0.4939, unweighted_recall: 0.9058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.963, kappa: 0.9205, kb_relative_information_score: 0.8152, mean_absolute_error: 0.0986, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9631, number_of_instances: 569, precision: 0.9631, predictive_accuracy: 0.9631, prior_entropy: 0.9526, relative_absolute_error: 0.2109, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1804, root_relative_squared_error: 0.3732, unweighted_recall: 0.9572,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.9579, kappa: 0.9101, kb_relative_information_score: 0.8661, mean_absolute_error: 0.066, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9578, number_of_instances: 569, precision: 0.9581, predictive_accuracy: 0.9578, prior_entropy: 0.9526, relative_absolute_error: 0.1412, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1799, root_relative_squared_error: 0.3721, unweighted_recall: 0.9568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9594, kappa: 0.9128, kb_relative_information_score: 0.7908, mean_absolute_error: 0.1117, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9596, number_of_instances: 569, precision: 0.9597, predictive_accuracy: 0.9596, prior_entropy: 0.9526, relative_absolute_error: 0.2389, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1907, root_relative_squared_error: 0.3945, unweighted_recall: 0.9525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.9506, kappa: 0.8939, kb_relative_information_score: 0.8256, mean_absolute_error: 0.0876, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9508, number_of_instances: 569, precision: 0.9508, predictive_accuracy: 0.9508, prior_entropy: 0.9526, relative_absolute_error: 0.1874, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1936, root_relative_squared_error: 0.4004, unweighted_recall: 0.9435,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.9647, kappa: 0.9242, kb_relative_information_score: 0.8469, mean_absolute_error: 0.0802, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9649, number_of_instances: 569, precision: 0.965, predictive_accuracy: 0.9649, prior_entropy: 0.9526, relative_absolute_error: 0.1716, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1715, root_relative_squared_error: 0.3548, unweighted_recall: 0.9586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.9701, kappa: 0.9359, kb_relative_information_score: 0.866, mean_absolute_error: 0.0676, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9701, number_of_instances: 569, precision: 0.9701, predictive_accuracy: 0.9701, prior_entropy: 0.9526, relative_absolute_error: 0.1445, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1735, root_relative_squared_error: 0.3589, unweighted_recall: 0.9666,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, f_measure: 0.9438, kappa: 0.8799, kb_relative_information_score: 0.7983, mean_absolute_error: 0.1011, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9438, number_of_instances: 569, precision: 0.9439, predictive_accuracy: 0.9438, prior_entropy: 0.9526, relative_absolute_error: 0.2161, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2073, root_relative_squared_error: 0.4289, unweighted_recall: 0.9408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.984, f_measure: 0.9508, kappa: 0.8949, kb_relative_information_score: 0.8617, mean_absolute_error: 0.0669, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9508, number_of_instances: 569, precision: 0.9509, predictive_accuracy: 0.9508, prior_entropy: 0.9526, relative_absolute_error: 0.143, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.193, root_relative_squared_error: 0.3992, unweighted_recall: 0.9483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9701, kappa: 0.9359, kb_relative_information_score: 0.8576, mean_absolute_error: 0.0737, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9701, number_of_instances: 569, precision: 0.9701, predictive_accuracy: 0.9701, prior_entropy: 0.9526, relative_absolute_error: 0.1576, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1706, root_relative_squared_error: 0.3529, unweighted_recall: 0.9666,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9595, kappa: 0.9133, kb_relative_information_score: 0.8526, mean_absolute_error: 0.0756, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9596, number_of_instances: 569, precision: 0.9595, predictive_accuracy: 0.9596, prior_entropy: 0.9526, relative_absolute_error: 0.1617, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1758, root_relative_squared_error: 0.3636, unweighted_recall: 0.9553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9524, kappa: 0.898, kb_relative_information_score: 0.8387, mean_absolute_error: 0.0814, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9525, number_of_instances: 569, precision: 0.9525, predictive_accuracy: 0.9525, prior_entropy: 0.9526, relative_absolute_error: 0.1741, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1864, root_relative_squared_error: 0.3856, unweighted_recall: 0.9469,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9613, kappa: 0.9171, kb_relative_information_score: 0.8676, mean_absolute_error: 0.0665, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9613, number_of_instances: 569, precision: 0.9613, predictive_accuracy: 0.9613, prior_entropy: 0.9526, relative_absolute_error: 0.1423, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1723, root_relative_squared_error: 0.3563, unweighted_recall: 0.9577,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9701, kappa: 0.9359, kb_relative_information_score: 0.8577, mean_absolute_error: 0.0736, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9701, number_of_instances: 569, precision: 0.9701, predictive_accuracy: 0.9701, prior_entropy: 0.9526, relative_absolute_error: 0.1573, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1711, root_relative_squared_error: 0.3539, unweighted_recall: 0.9666,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9506, kappa: 0.8939, kb_relative_information_score: 0.7424, mean_absolute_error: 0.1361, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9508, number_of_instances: 569, precision: 0.9508, predictive_accuracy: 0.9508, prior_entropy: 0.9526, relative_absolute_error: 0.291, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.214, root_relative_squared_error: 0.4425, unweighted_recall: 0.9435,

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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