OpenML
Supervised Classification on optdigits

Supervised Classification on optdigits

Task 28 Supervised Classification optdigits 21739 runs submitted
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  • at2 basic OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_50 study_7 study_70 study_98 study_99 under100k under1m
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21739 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9734, kappa: 0.9703, kb_relative_information_score: 0.9716, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.18, weighted_recall: 0.9733, number_of_instances: 5620, precision: 0.9735, predictive_accuracy: 0.9733, prior_entropy: 3.3218, relative_absolute_error: 0.0397, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0642, root_relative_squared_error: 0.214, unweighted_recall: 0.9733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9796, kappa: 0.9773, kb_relative_information_score: 0.9799, mean_absolute_error: 0.0048, mean_prior_absolute_error: 0.18, weighted_recall: 0.9795, number_of_instances: 5620, precision: 0.9796, predictive_accuracy: 0.9795, prior_entropy: 3.3218, relative_absolute_error: 0.0267, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0566, root_relative_squared_error: 0.1887, unweighted_recall: 0.9796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9758, kappa: 0.9731, kb_relative_information_score: 0.9658, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.18, weighted_recall: 0.9758, number_of_instances: 5620, precision: 0.9759, predictive_accuracy: 0.9758, prior_entropy: 3.3218, relative_absolute_error: 0.0566, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.062, root_relative_squared_error: 0.2066, unweighted_recall: 0.9758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9724, kappa: 0.9694, kb_relative_information_score: 0.9694, mean_absolute_error: 0.0076, mean_prior_absolute_error: 0.18, weighted_recall: 0.9724, number_of_instances: 5620, precision: 0.9725, predictive_accuracy: 0.9724, prior_entropy: 3.3218, relative_absolute_error: 0.0424, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.066, root_relative_squared_error: 0.2201, unweighted_recall: 0.9725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9783, kappa: 0.9759, kb_relative_information_score: 0.976, mean_absolute_error: 0.0061, mean_prior_absolute_error: 0.18, weighted_recall: 0.9783, number_of_instances: 5620, precision: 0.9784, predictive_accuracy: 0.9783, prior_entropy: 3.3218, relative_absolute_error: 0.0338, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0585, root_relative_squared_error: 0.1951, unweighted_recall: 0.9783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9806, kappa: 0.9784, kb_relative_information_score: 0.9809, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.18, weighted_recall: 0.9806, number_of_instances: 5620, precision: 0.9807, predictive_accuracy: 0.9806, prior_entropy: 3.3218, relative_absolute_error: 0.0253, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0541, root_relative_squared_error: 0.1803, unweighted_recall: 0.9806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9808, kappa: 0.9786, kb_relative_information_score: 0.9803, mean_absolute_error: 0.0044, mean_prior_absolute_error: 0.18, weighted_recall: 0.9808, number_of_instances: 5620, precision: 0.9809, predictive_accuracy: 0.9808, prior_entropy: 3.3218, relative_absolute_error: 0.0242, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0576, root_relative_squared_error: 0.1921, unweighted_recall: 0.9808,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9769, kappa: 0.9743, kb_relative_information_score: 0.9775, mean_absolute_error: 0.0051, mean_prior_absolute_error: 0.18, weighted_recall: 0.9769, number_of_instances: 5620, precision: 0.9769, predictive_accuracy: 0.9769, prior_entropy: 3.3218, relative_absolute_error: 0.0284, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0609, root_relative_squared_error: 0.203, unweighted_recall: 0.9769,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9728, kappa: 0.9698, kb_relative_information_score: 0.9724, mean_absolute_error: 0.0065, mean_prior_absolute_error: 0.18, weighted_recall: 0.9728, number_of_instances: 5620, precision: 0.9729, predictive_accuracy: 0.9728, prior_entropy: 3.3218, relative_absolute_error: 0.0358, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0657, root_relative_squared_error: 0.2191, unweighted_recall: 0.9728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9656, kappa: 0.9618, kb_relative_information_score: 0.9646, mean_absolute_error: 0.0076, mean_prior_absolute_error: 0.18, weighted_recall: 0.9657, number_of_instances: 5620, precision: 0.9657, predictive_accuracy: 0.9657, prior_entropy: 3.3218, relative_absolute_error: 0.0422, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0779, root_relative_squared_error: 0.2595, unweighted_recall: 0.9656,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9812, kappa: 0.979, kb_relative_information_score: 0.9815, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.18, weighted_recall: 0.9811, number_of_instances: 5620, precision: 0.9813, predictive_accuracy: 0.9811, prior_entropy: 3.3218, relative_absolute_error: 0.0238, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0545, root_relative_squared_error: 0.1816, unweighted_recall: 0.9811,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9726, kappa: 0.9696, kb_relative_information_score: 0.9731, mean_absolute_error: 0.0062, mean_prior_absolute_error: 0.18, weighted_recall: 0.9726, number_of_instances: 5620, precision: 0.9727, predictive_accuracy: 0.9726, prior_entropy: 3.3218, relative_absolute_error: 0.0343, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0658, root_relative_squared_error: 0.2192, unweighted_recall: 0.9726,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9785, kappa: 0.9761, kb_relative_information_score: 0.9791, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.18, weighted_recall: 0.9785, number_of_instances: 5620, precision: 0.9785, predictive_accuracy: 0.9785, prior_entropy: 3.3218, relative_absolute_error: 0.0258, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0587, root_relative_squared_error: 0.1956, unweighted_recall: 0.9785,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9822, kappa: 0.9802, kb_relative_information_score: 0.9822, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.18, weighted_recall: 0.9822, number_of_instances: 5620, precision: 0.9823, predictive_accuracy: 0.9822, prior_entropy: 3.3218, relative_absolute_error: 0.024, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0521, root_relative_squared_error: 0.1736, unweighted_recall: 0.9822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9794, kappa: 0.9771, kb_relative_information_score: 0.9751, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.18, weighted_recall: 0.9794, number_of_instances: 5620, precision: 0.9794, predictive_accuracy: 0.9794, prior_entropy: 3.3218, relative_absolute_error: 0.0382, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.057, root_relative_squared_error: 0.1902, unweighted_recall: 0.9794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9756, kappa: 0.9729, kb_relative_information_score: 0.9764, mean_absolute_error: 0.0056, mean_prior_absolute_error: 0.18, weighted_recall: 0.9756, number_of_instances: 5620, precision: 0.9757, predictive_accuracy: 0.9756, prior_entropy: 3.3218, relative_absolute_error: 0.0309, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0616, root_relative_squared_error: 0.2052, unweighted_recall: 0.9757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.9543, kappa: 0.9492, kb_relative_information_score: 0.9529, mean_absolute_error: 0.0114, mean_prior_absolute_error: 0.18, weighted_recall: 0.9543, number_of_instances: 5620, precision: 0.9545, predictive_accuracy: 0.9543, prior_entropy: 3.3218, relative_absolute_error: 0.0631, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0851, root_relative_squared_error: 0.2838, unweighted_recall: 0.9543,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9737, kappa: 0.9707, kb_relative_information_score: 0.971, mean_absolute_error: 0.0075, mean_prior_absolute_error: 0.18, weighted_recall: 0.9737, number_of_instances: 5620, precision: 0.9738, predictive_accuracy: 0.9737, prior_entropy: 3.3218, relative_absolute_error: 0.0418, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0635, root_relative_squared_error: 0.2115, unweighted_recall: 0.9737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9728, kappa: 0.9698, kb_relative_information_score: 0.9717, mean_absolute_error: 0.0066, mean_prior_absolute_error: 0.18, weighted_recall: 0.9728, number_of_instances: 5620, precision: 0.9729, predictive_accuracy: 0.9728, prior_entropy: 3.3218, relative_absolute_error: 0.0367, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0656, root_relative_squared_error: 0.2187, unweighted_recall: 0.9728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9792, kappa: 0.9769, kb_relative_information_score: 0.9779, mean_absolute_error: 0.0051, mean_prior_absolute_error: 0.18, weighted_recall: 0.9792, number_of_instances: 5620, precision: 0.9793, predictive_accuracy: 0.9792, prior_entropy: 3.3218, relative_absolute_error: 0.0284, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0594, root_relative_squared_error: 0.198, unweighted_recall: 0.9792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9762, kappa: 0.9735, kb_relative_information_score: 0.9739, mean_absolute_error: 0.0068, mean_prior_absolute_error: 0.18, weighted_recall: 0.9762, number_of_instances: 5620, precision: 0.9762, predictive_accuracy: 0.9762, prior_entropy: 3.3218, relative_absolute_error: 0.0378, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.06, root_relative_squared_error: 0.1999, unweighted_recall: 0.9762,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9828, kappa: 0.9808, kb_relative_information_score: 0.9824, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.18, weighted_recall: 0.9827, number_of_instances: 5620, precision: 0.9828, predictive_accuracy: 0.9827, prior_entropy: 3.3218, relative_absolute_error: 0.0212, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.055, root_relative_squared_error: 0.1834, unweighted_recall: 0.9828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9785, kappa: 0.9761, kb_relative_information_score: 0.9782, mean_absolute_error: 0.0051, mean_prior_absolute_error: 0.18, weighted_recall: 0.9785, number_of_instances: 5620, precision: 0.9786, predictive_accuracy: 0.9785, prior_entropy: 3.3218, relative_absolute_error: 0.0282, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0594, root_relative_squared_error: 0.198, unweighted_recall: 0.9785,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.978, kappa: 0.9755, kb_relative_information_score: 0.9737, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.18, weighted_recall: 0.9779, number_of_instances: 5620, precision: 0.978, predictive_accuracy: 0.9779, prior_entropy: 3.3218, relative_absolute_error: 0.0401, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0586, root_relative_squared_error: 0.1955, unweighted_recall: 0.978,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9455, kappa: 0.9393, kb_relative_information_score: 0.9375, mean_absolute_error: 0.0156, mean_prior_absolute_error: 0.18, weighted_recall: 0.9454, number_of_instances: 5620, precision: 0.9458, predictive_accuracy: 0.9454, prior_entropy: 3.3218, relative_absolute_error: 0.0865, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0918, root_relative_squared_error: 0.3062, unweighted_recall: 0.9454,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9806, kappa: 0.9784, kb_relative_information_score: 0.9804, mean_absolute_error: 0.0049, mean_prior_absolute_error: 0.18, weighted_recall: 0.9806, number_of_instances: 5620, precision: 0.9807, predictive_accuracy: 0.9806, prior_entropy: 3.3218, relative_absolute_error: 0.027, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0536, root_relative_squared_error: 0.1788, unweighted_recall: 0.9806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9808, f_measure: 0.9531, kappa: 0.9478, kb_relative_information_score: 0.9522, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.18, weighted_recall: 0.953, number_of_instances: 5620, precision: 0.9535, predictive_accuracy: 0.953, prior_entropy: 3.3218, relative_absolute_error: 0.057, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0903, root_relative_squared_error: 0.3009, unweighted_recall: 0.9531,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9771, kappa: 0.9745, kb_relative_information_score: 0.9776, mean_absolute_error: 0.0049, mean_prior_absolute_error: 0.18, weighted_recall: 0.977, number_of_instances: 5620, precision: 0.9771, predictive_accuracy: 0.977, prior_entropy: 3.3218, relative_absolute_error: 0.0275, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0612, root_relative_squared_error: 0.2041, unweighted_recall: 0.9771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9769, kappa: 0.9743, kb_relative_information_score: 0.977, mean_absolute_error: 0.0056, mean_prior_absolute_error: 0.18, weighted_recall: 0.9769, number_of_instances: 5620, precision: 0.977, predictive_accuracy: 0.9769, prior_entropy: 3.3218, relative_absolute_error: 0.0308, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0596, root_relative_squared_error: 0.1986, unweighted_recall: 0.9769,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9713, kappa: 0.9682, kb_relative_information_score: 0.9721, mean_absolute_error: 0.0062, mean_prior_absolute_error: 0.18, weighted_recall: 0.9714, number_of_instances: 5620, precision: 0.9714, predictive_accuracy: 0.9714, prior_entropy: 3.3218, relative_absolute_error: 0.0343, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0679, root_relative_squared_error: 0.2263, unweighted_recall: 0.9714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9817, kappa: 0.9796, kb_relative_information_score: 0.9804, mean_absolute_error: 0.005, mean_prior_absolute_error: 0.18, weighted_recall: 0.9817, number_of_instances: 5620, precision: 0.9818, predictive_accuracy: 0.9817, prior_entropy: 3.3218, relative_absolute_error: 0.0279, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0534, root_relative_squared_error: 0.1781, unweighted_recall: 0.9817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9668, kappa: 0.963, kb_relative_information_score: 0.9661, mean_absolute_error: 0.0075, mean_prior_absolute_error: 0.18, weighted_recall: 0.9667, number_of_instances: 5620, precision: 0.9668, predictive_accuracy: 0.9667, prior_entropy: 3.3218, relative_absolute_error: 0.0415, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0751, root_relative_squared_error: 0.2503, unweighted_recall: 0.9668,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9769, kappa: 0.9743, kb_relative_information_score: 0.977, mean_absolute_error: 0.0051, mean_prior_absolute_error: 0.18, weighted_recall: 0.9769, number_of_instances: 5620, precision: 0.977, predictive_accuracy: 0.9769, prior_entropy: 3.3218, relative_absolute_error: 0.0282, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0617, root_relative_squared_error: 0.2056, unweighted_recall: 0.9769,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9792, kappa: 0.9769, kb_relative_information_score: 0.9765, mean_absolute_error: 0.0065, mean_prior_absolute_error: 0.18, weighted_recall: 0.9792, number_of_instances: 5620, precision: 0.9793, predictive_accuracy: 0.9792, prior_entropy: 3.3218, relative_absolute_error: 0.036, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0553, root_relative_squared_error: 0.1844, unweighted_recall: 0.9792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9757, kappa: 0.9729, kb_relative_information_score: 0.9753, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.18, weighted_recall: 0.9756, number_of_instances: 5620, precision: 0.9758, predictive_accuracy: 0.9756, prior_entropy: 3.3218, relative_absolute_error: 0.0314, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0628, root_relative_squared_error: 0.2092, unweighted_recall: 0.9757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9785, kappa: 0.9761, kb_relative_information_score: 0.9775, mean_absolute_error: 0.0056, mean_prior_absolute_error: 0.18, weighted_recall: 0.9785, number_of_instances: 5620, precision: 0.9785, predictive_accuracy: 0.9785, prior_entropy: 3.3218, relative_absolute_error: 0.031, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0577, root_relative_squared_error: 0.1923, unweighted_recall: 0.9785,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9785, kappa: 0.9761, kb_relative_information_score: 0.9789, mean_absolute_error: 0.0048, mean_prior_absolute_error: 0.18, weighted_recall: 0.9785, number_of_instances: 5620, precision: 0.9786, predictive_accuracy: 0.9785, prior_entropy: 3.3218, relative_absolute_error: 0.0265, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.059, root_relative_squared_error: 0.1967, unweighted_recall: 0.9785,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9762, kappa: 0.9735, kb_relative_information_score: 0.9721, mean_absolute_error: 0.0074, mean_prior_absolute_error: 0.18, weighted_recall: 0.9762, number_of_instances: 5620, precision: 0.9763, predictive_accuracy: 0.9762, prior_entropy: 3.3218, relative_absolute_error: 0.0411, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0613, root_relative_squared_error: 0.2045, unweighted_recall: 0.9762,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9774, kappa: 0.9749, kb_relative_information_score: 0.9779, mean_absolute_error: 0.005, mean_prior_absolute_error: 0.18, weighted_recall: 0.9774, number_of_instances: 5620, precision: 0.9775, predictive_accuracy: 0.9774, prior_entropy: 3.3218, relative_absolute_error: 0.0279, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0597, root_relative_squared_error: 0.1991, unweighted_recall: 0.9774,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9797, kappa: 0.9775, kb_relative_information_score: 0.9753, mean_absolute_error: 0.0068, mean_prior_absolute_error: 0.18, weighted_recall: 0.9797, number_of_instances: 5620, precision: 0.9798, predictive_accuracy: 0.9797, prior_entropy: 3.3218, relative_absolute_error: 0.0376, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.057, root_relative_squared_error: 0.1899, unweighted_recall: 0.9797,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9813, kappa: 0.9792, kb_relative_information_score: 0.9806, mean_absolute_error: 0.0042, mean_prior_absolute_error: 0.18, weighted_recall: 0.9813, number_of_instances: 5620, precision: 0.9814, predictive_accuracy: 0.9813, prior_entropy: 3.3218, relative_absolute_error: 0.0234, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0575, root_relative_squared_error: 0.1916, unweighted_recall: 0.9813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9787, kappa: 0.9763, kb_relative_information_score: 0.9782, mean_absolute_error: 0.0054, mean_prior_absolute_error: 0.18, weighted_recall: 0.9786, number_of_instances: 5620, precision: 0.9788, predictive_accuracy: 0.9786, prior_entropy: 3.3218, relative_absolute_error: 0.0303, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0568, root_relative_squared_error: 0.1892, unweighted_recall: 0.9787,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9607, kappa: 0.9563, kb_relative_information_score: 0.961, mean_absolute_error: 0.0087, mean_prior_absolute_error: 0.18, weighted_recall: 0.9607, number_of_instances: 5620, precision: 0.9609, predictive_accuracy: 0.9607, prior_entropy: 3.3218, relative_absolute_error: 0.0482, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0801, root_relative_squared_error: 0.2672, unweighted_recall: 0.9607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9742, kappa: 0.9713, kb_relative_information_score: 0.9722, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.18, weighted_recall: 0.9742, number_of_instances: 5620, precision: 0.9743, predictive_accuracy: 0.9742, prior_entropy: 3.3218, relative_absolute_error: 0.0372, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0649, root_relative_squared_error: 0.2163, unweighted_recall: 0.9742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9787, kappa: 0.9763, kb_relative_information_score: 0.9795, mean_absolute_error: 0.0045, mean_prior_absolute_error: 0.18, weighted_recall: 0.9786, number_of_instances: 5620, precision: 0.9788, predictive_accuracy: 0.9786, prior_entropy: 3.3218, relative_absolute_error: 0.0251, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.059, root_relative_squared_error: 0.1967, unweighted_recall: 0.9787,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9733, kappa: 0.9703, kb_relative_information_score: 0.9716, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.18, weighted_recall: 0.9733, number_of_instances: 5620, precision: 0.9734, predictive_accuracy: 0.9733, prior_entropy: 3.3218, relative_absolute_error: 0.0387, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0647, root_relative_squared_error: 0.2155, unweighted_recall: 0.9733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9739, kappa: 0.9709, kb_relative_information_score: 0.9703, mean_absolute_error: 0.0078, mean_prior_absolute_error: 0.18, weighted_recall: 0.9738, number_of_instances: 5620, precision: 0.974, predictive_accuracy: 0.9738, prior_entropy: 3.3218, relative_absolute_error: 0.0433, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0635, root_relative_squared_error: 0.2116, unweighted_recall: 0.9739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9682, kappa: 0.9646, kb_relative_information_score: 0.9683, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.18, weighted_recall: 0.9681, number_of_instances: 5620, precision: 0.9684, predictive_accuracy: 0.9681, prior_entropy: 3.3218, relative_absolute_error: 0.0393, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0723, root_relative_squared_error: 0.241, unweighted_recall: 0.9682,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.9021, kappa: 0.8911, kb_relative_information_score: 0.8991, mean_absolute_error: 0.021, mean_prior_absolute_error: 0.18, weighted_recall: 0.902, number_of_instances: 5620, precision: 0.9039, predictive_accuracy: 0.902, prior_entropy: 3.3218, relative_absolute_error: 0.1169, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1335, root_relative_squared_error: 0.4452, unweighted_recall: 0.9018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9778, kappa: 0.9753, kb_relative_information_score: 0.9778, mean_absolute_error: 0.0052, mean_prior_absolute_error: 0.18, weighted_recall: 0.9778, number_of_instances: 5620, precision: 0.9778, predictive_accuracy: 0.9778, prior_entropy: 3.3218, relative_absolute_error: 0.0287, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0594, root_relative_squared_error: 0.1981, unweighted_recall: 0.9778,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9804, kappa: 0.9783, kb_relative_information_score: 0.9808, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.18, weighted_recall: 0.9804, number_of_instances: 5620, precision: 0.9805, predictive_accuracy: 0.9804, prior_entropy: 3.3218, relative_absolute_error: 0.0239, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0571, root_relative_squared_error: 0.1903, unweighted_recall: 0.9804,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, f_measure: 0.9339, kappa: 0.9265, kb_relative_information_score: 0.9334, mean_absolute_error: 0.0148, mean_prior_absolute_error: 0.18, weighted_recall: 0.9338, number_of_instances: 5620, precision: 0.9341, predictive_accuracy: 0.9338, prior_entropy: 3.3218, relative_absolute_error: 0.0822, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1037, root_relative_squared_error: 0.3456, unweighted_recall: 0.9338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9771, kappa: 0.9745, kb_relative_information_score: 0.9683, mean_absolute_error: 0.0093, mean_prior_absolute_error: 0.18, weighted_recall: 0.977, number_of_instances: 5620, precision: 0.9772, predictive_accuracy: 0.977, prior_entropy: 3.3218, relative_absolute_error: 0.0517, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0605, root_relative_squared_error: 0.2018, unweighted_recall: 0.9771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9593, f_measure: 0.7952, kappa: 0.7736, kb_relative_information_score: 0.7822, mean_absolute_error: 0.0547, mean_prior_absolute_error: 0.18, weighted_recall: 0.7963, number_of_instances: 5620, precision: 0.7961, predictive_accuracy: 0.7963, prior_entropy: 3.3218, relative_absolute_error: 0.3039, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1733, root_relative_squared_error: 0.5778, unweighted_recall: 0.7961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9717, f_measure: 0.8608, kappa: 0.8452, kb_relative_information_score: 0.853, mean_absolute_error: 0.0355, mean_prior_absolute_error: 0.18, weighted_recall: 0.8607, number_of_instances: 5620, precision: 0.8616, predictive_accuracy: 0.8607, prior_entropy: 3.3218, relative_absolute_error: 0.1971, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1435, root_relative_squared_error: 0.4785, unweighted_recall: 0.8608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9524, f_measure: 0.7562, kappa: 0.7299, kb_relative_information_score: 0.7426, mean_absolute_error: 0.0634, mean_prior_absolute_error: 0.18, weighted_recall: 0.7569, number_of_instances: 5620, precision: 0.7557, predictive_accuracy: 0.7569, prior_entropy: 3.3218, relative_absolute_error: 0.352, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1858, root_relative_squared_error: 0.6194, unweighted_recall: 0.7569,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9749, f_measure: 0.8752, kappa: 0.8614, kb_relative_information_score: 0.8646, mean_absolute_error: 0.032, mean_prior_absolute_error: 0.18, weighted_recall: 0.8753, number_of_instances: 5620, precision: 0.8753, predictive_accuracy: 0.8753, prior_entropy: 3.3218, relative_absolute_error: 0.1779, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1369, root_relative_squared_error: 0.4563, unweighted_recall: 0.8753,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9657, f_measure: 0.8792, kappa: 0.8658, kb_relative_information_score: 0.8739, mean_absolute_error: 0.0301, mean_prior_absolute_error: 0.18, weighted_recall: 0.8792, number_of_instances: 5620, precision: 0.8798, predictive_accuracy: 0.8792, prior_entropy: 3.3218, relative_absolute_error: 0.1675, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.138, root_relative_squared_error: 0.46, unweighted_recall: 0.8793,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9717, f_measure: 0.8814, kappa: 0.8683, kb_relative_information_score: 0.8764, mean_absolute_error: 0.0302, mean_prior_absolute_error: 0.18, weighted_recall: 0.8815, number_of_instances: 5620, precision: 0.8817, predictive_accuracy: 0.8815, prior_entropy: 3.3218, relative_absolute_error: 0.1675, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.135, root_relative_squared_error: 0.4499, unweighted_recall: 0.8817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9571, f_measure: 0.7952, kappa: 0.7734, kb_relative_information_score: 0.7846, mean_absolute_error: 0.0517, mean_prior_absolute_error: 0.18, weighted_recall: 0.7961, number_of_instances: 5620, precision: 0.7952, predictive_accuracy: 0.7961, prior_entropy: 3.3218, relative_absolute_error: 0.2874, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1725, root_relative_squared_error: 0.575, unweighted_recall: 0.796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9698, f_measure: 0.8785, kappa: 0.865, kb_relative_information_score: 0.8735, mean_absolute_error: 0.0294, mean_prior_absolute_error: 0.18, weighted_recall: 0.8785, number_of_instances: 5620, precision: 0.8789, predictive_accuracy: 0.8785, prior_entropy: 3.3218, relative_absolute_error: 0.1635, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1355, root_relative_squared_error: 0.4516, unweighted_recall: 0.8787,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9678, f_measure: 0.8738, kappa: 0.86, kb_relative_information_score: 0.8699, mean_absolute_error: 0.0316, mean_prior_absolute_error: 0.18, weighted_recall: 0.874, number_of_instances: 5620, precision: 0.8742, predictive_accuracy: 0.874, prior_entropy: 3.3218, relative_absolute_error: 0.1756, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1395, root_relative_squared_error: 0.465, unweighted_recall: 0.8742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9605, f_measure: 0.8324, kappa: 0.8143, kb_relative_information_score: 0.8318, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.18, weighted_recall: 0.8329, number_of_instances: 5620, precision: 0.8327, predictive_accuracy: 0.8329, prior_entropy: 3.3218, relative_absolute_error: 0.2258, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1566, root_relative_squared_error: 0.522, unweighted_recall: 0.8329,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9753, f_measure: 0.8514, kappa: 0.8343, kb_relative_information_score: 0.8443, mean_absolute_error: 0.0381, mean_prior_absolute_error: 0.18, weighted_recall: 0.8509, number_of_instances: 5620, precision: 0.8526, predictive_accuracy: 0.8509, prior_entropy: 3.3218, relative_absolute_error: 0.2118, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1459, root_relative_squared_error: 0.4863, unweighted_recall: 0.8512,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9636, f_measure: 0.868, kappa: 0.8533, kb_relative_information_score: 0.8664, mean_absolute_error: 0.0317, mean_prior_absolute_error: 0.18, weighted_recall: 0.868, number_of_instances: 5620, precision: 0.8686, predictive_accuracy: 0.868, prior_entropy: 3.3218, relative_absolute_error: 0.1761, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1425, root_relative_squared_error: 0.4751, unweighted_recall: 0.8681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9689, f_measure: 0.8316, kappa: 0.8134, kb_relative_information_score: 0.8159, mean_absolute_error: 0.0458, mean_prior_absolute_error: 0.18, weighted_recall: 0.832, number_of_instances: 5620, precision: 0.8314, predictive_accuracy: 0.832, prior_entropy: 3.3218, relative_absolute_error: 0.2543, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1576, root_relative_squared_error: 0.5252, unweighted_recall: 0.8321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9671, f_measure: 0.8365, kappa: 0.8185, kb_relative_information_score: 0.8306, mean_absolute_error: 0.041, mean_prior_absolute_error: 0.18, weighted_recall: 0.8367, number_of_instances: 5620, precision: 0.837, predictive_accuracy: 0.8367, prior_entropy: 3.3218, relative_absolute_error: 0.2278, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1541, root_relative_squared_error: 0.5137, unweighted_recall: 0.8368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9751, f_measure: 0.8712, kappa: 0.8569, kb_relative_information_score: 0.8675, mean_absolute_error: 0.0319, mean_prior_absolute_error: 0.18, weighted_recall: 0.8712, number_of_instances: 5620, precision: 0.8714, predictive_accuracy: 0.8712, prior_entropy: 3.3218, relative_absolute_error: 0.1772, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1377, root_relative_squared_error: 0.4591, unweighted_recall: 0.8714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9729, f_measure: 0.8617, kappa: 0.8462, kb_relative_information_score: 0.8534, mean_absolute_error: 0.0361, mean_prior_absolute_error: 0.18, weighted_recall: 0.8616, number_of_instances: 5620, precision: 0.8625, predictive_accuracy: 0.8616, prior_entropy: 3.3218, relative_absolute_error: 0.2004, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1433, root_relative_squared_error: 0.4776, unweighted_recall: 0.8617,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9759, f_measure: 0.8618, kappa: 0.8466, kb_relative_information_score: 0.8529, mean_absolute_error: 0.037, mean_prior_absolute_error: 0.18, weighted_recall: 0.8619, number_of_instances: 5620, precision: 0.862, predictive_accuracy: 0.8619, prior_entropy: 3.3218, relative_absolute_error: 0.2054, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1434, root_relative_squared_error: 0.4779, unweighted_recall: 0.8621,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9713, f_measure: 0.8735, kappa: 0.8594, kb_relative_information_score: 0.8612, mean_absolute_error: 0.0328, mean_prior_absolute_error: 0.18, weighted_recall: 0.8735, number_of_instances: 5620, precision: 0.8738, predictive_accuracy: 0.8735, prior_entropy: 3.3218, relative_absolute_error: 0.1824, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1396, root_relative_squared_error: 0.4653, unweighted_recall: 0.8736,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9582, f_measure: 0.8588, kappa: 0.8436, kb_relative_information_score: 0.8535, mean_absolute_error: 0.0339, mean_prior_absolute_error: 0.18, weighted_recall: 0.8593, number_of_instances: 5620, precision: 0.8587, predictive_accuracy: 0.8593, prior_entropy: 3.3218, relative_absolute_error: 0.1886, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1486, root_relative_squared_error: 0.4952, unweighted_recall: 0.8593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9583, f_measure: 0.8683, kappa: 0.8541, kb_relative_information_score: 0.8681, mean_absolute_error: 0.0306, mean_prior_absolute_error: 0.18, weighted_recall: 0.8687, number_of_instances: 5620, precision: 0.8684, predictive_accuracy: 0.8687, prior_entropy: 3.3218, relative_absolute_error: 0.1698, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.144, root_relative_squared_error: 0.4799, unweighted_recall: 0.8687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9708, f_measure: 0.8621, kappa: 0.8468, kb_relative_information_score: 0.8552, mean_absolute_error: 0.035, mean_prior_absolute_error: 0.18, weighted_recall: 0.8621, number_of_instances: 5620, precision: 0.8623, predictive_accuracy: 0.8621, prior_entropy: 3.3218, relative_absolute_error: 0.1942, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.143, root_relative_squared_error: 0.4766, unweighted_recall: 0.8622,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9613, f_measure: 0.8357, kappa: 0.8173, kb_relative_information_score: 0.8283, mean_absolute_error: 0.0405, mean_prior_absolute_error: 0.18, weighted_recall: 0.8356, number_of_instances: 5620, precision: 0.8361, predictive_accuracy: 0.8356, prior_entropy: 3.3218, relative_absolute_error: 0.2251, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1556, root_relative_squared_error: 0.5187, unweighted_recall: 0.8356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9711, f_measure: 0.8879, kappa: 0.8754, kb_relative_information_score: 0.8859, mean_absolute_error: 0.0266, mean_prior_absolute_error: 0.18, weighted_recall: 0.8879, number_of_instances: 5620, precision: 0.8881, predictive_accuracy: 0.8879, prior_entropy: 3.3218, relative_absolute_error: 0.1479, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1307, root_relative_squared_error: 0.4358, unweighted_recall: 0.888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9704, f_measure: 0.8484, kappa: 0.8312, kb_relative_information_score: 0.838, mean_absolute_error: 0.0392, mean_prior_absolute_error: 0.18, weighted_recall: 0.848, number_of_instances: 5620, precision: 0.849, predictive_accuracy: 0.848, prior_entropy: 3.3218, relative_absolute_error: 0.2177, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1491, root_relative_squared_error: 0.4971, unweighted_recall: 0.8481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9635, f_measure: 0.7841, kappa: 0.7608, kb_relative_information_score: 0.7762, mean_absolute_error: 0.0556, mean_prior_absolute_error: 0.18, weighted_recall: 0.7847, number_of_instances: 5620, precision: 0.7843, predictive_accuracy: 0.7847, prior_entropy: 3.3218, relative_absolute_error: 0.309, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1738, root_relative_squared_error: 0.5793, unweighted_recall: 0.7849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9745, f_measure: 0.8612, kappa: 0.8456, kb_relative_information_score: 0.8534, mean_absolute_error: 0.0357, mean_prior_absolute_error: 0.18, weighted_recall: 0.861, number_of_instances: 5620, precision: 0.8616, predictive_accuracy: 0.861, prior_entropy: 3.3218, relative_absolute_error: 0.1982, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1429, root_relative_squared_error: 0.4763, unweighted_recall: 0.8613,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9587, f_measure: 0.8759, kappa: 0.8622, kb_relative_information_score: 0.8739, mean_absolute_error: 0.0285, mean_prior_absolute_error: 0.18, weighted_recall: 0.876, number_of_instances: 5620, precision: 0.8761, predictive_accuracy: 0.876, prior_entropy: 3.3218, relative_absolute_error: 0.1581, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1419, root_relative_squared_error: 0.473, unweighted_recall: 0.8761,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9722, f_measure: 0.8741, kappa: 0.8602, kb_relative_information_score: 0.8724, mean_absolute_error: 0.0306, mean_prior_absolute_error: 0.18, weighted_recall: 0.8742, number_of_instances: 5620, precision: 0.8746, predictive_accuracy: 0.8742, prior_entropy: 3.3218, relative_absolute_error: 0.1698, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1359, root_relative_squared_error: 0.4531, unweighted_recall: 0.8743,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9735, f_measure: 0.8593, kappa: 0.8436, kb_relative_information_score: 0.8494, mean_absolute_error: 0.0363, mean_prior_absolute_error: 0.18, weighted_recall: 0.8593, number_of_instances: 5620, precision: 0.8597, predictive_accuracy: 0.8593, prior_entropy: 3.3218, relative_absolute_error: 0.2015, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1436, root_relative_squared_error: 0.4786, unweighted_recall: 0.8594,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9626, f_measure: 0.7808, kappa: 0.7576, kb_relative_information_score: 0.7648, mean_absolute_error: 0.0586, mean_prior_absolute_error: 0.18, weighted_recall: 0.7819, number_of_instances: 5620, precision: 0.781, predictive_accuracy: 0.7819, prior_entropy: 3.3218, relative_absolute_error: 0.3254, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1762, root_relative_squared_error: 0.5873, unweighted_recall: 0.782,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9709, f_measure: 0.8137, kappa: 0.7928, kb_relative_information_score: 0.8024, mean_absolute_error: 0.0489, mean_prior_absolute_error: 0.18, weighted_recall: 0.8135, number_of_instances: 5620, precision: 0.8144, predictive_accuracy: 0.8135, prior_entropy: 3.3218, relative_absolute_error: 0.2718, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1621, root_relative_squared_error: 0.5404, unweighted_recall: 0.8136,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9297, f_measure: 0.8076, kappa: 0.7878, kb_relative_information_score: 0.8205, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.18, weighted_recall: 0.8091, number_of_instances: 5620, precision: 0.8079, predictive_accuracy: 0.8091, prior_entropy: 3.3218, relative_absolute_error: 0.2259, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1742, root_relative_squared_error: 0.5806, unweighted_recall: 0.8088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9671, f_measure: 0.8638, kappa: 0.8486, kb_relative_information_score: 0.8576, mean_absolute_error: 0.0343, mean_prior_absolute_error: 0.18, weighted_recall: 0.8637, number_of_instances: 5620, precision: 0.8643, predictive_accuracy: 0.8637, prior_entropy: 3.3218, relative_absolute_error: 0.1904, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1437, root_relative_squared_error: 0.4788, unweighted_recall: 0.8637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9659, f_measure: 0.879, kappa: 0.8658, kb_relative_information_score: 0.8803, mean_absolute_error: 0.0269, mean_prior_absolute_error: 0.18, weighted_recall: 0.8792, number_of_instances: 5620, precision: 0.8792, predictive_accuracy: 0.8792, prior_entropy: 3.3218, relative_absolute_error: 0.1495, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1353, root_relative_squared_error: 0.4508, unweighted_recall: 0.8793,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9689, f_measure: 0.866, kappa: 0.8515, kb_relative_information_score: 0.8624, mean_absolute_error: 0.0331, mean_prior_absolute_error: 0.18, weighted_recall: 0.8664, number_of_instances: 5620, precision: 0.8659, predictive_accuracy: 0.8664, prior_entropy: 3.3218, relative_absolute_error: 0.1842, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.141, root_relative_squared_error: 0.47, unweighted_recall: 0.8665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9723, f_measure: 0.8427, kappa: 0.8256, kb_relative_information_score: 0.8326, mean_absolute_error: 0.0405, mean_prior_absolute_error: 0.18, weighted_recall: 0.8431, number_of_instances: 5620, precision: 0.8429, predictive_accuracy: 0.8431, prior_entropy: 3.3218, relative_absolute_error: 0.2249, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1506, root_relative_squared_error: 0.502, unweighted_recall: 0.8432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9633, f_measure: 0.8714, kappa: 0.8573, kb_relative_information_score: 0.8694, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.18, weighted_recall: 0.8715, number_of_instances: 5620, precision: 0.8716, predictive_accuracy: 0.8715, prior_entropy: 3.3218, relative_absolute_error: 0.1718, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1413, root_relative_squared_error: 0.4709, unweighted_recall: 0.8716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9626, f_measure: 0.8006, kappa: 0.7788, kb_relative_information_score: 0.7979, mean_absolute_error: 0.0499, mean_prior_absolute_error: 0.18, weighted_recall: 0.8009, number_of_instances: 5620, precision: 0.8007, predictive_accuracy: 0.8009, prior_entropy: 3.3218, relative_absolute_error: 0.277, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1691, root_relative_squared_error: 0.5637, unweighted_recall: 0.8009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.8952, kappa: 0.8837, kb_relative_information_score: 0.895, mean_absolute_error: 0.0235, mean_prior_absolute_error: 0.18, weighted_recall: 0.8954, number_of_instances: 5620, precision: 0.8954, predictive_accuracy: 0.8954, prior_entropy: 3.3218, relative_absolute_error: 0.1303, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1294, root_relative_squared_error: 0.4314, unweighted_recall: 0.8955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9714, f_measure: 0.8637, kappa: 0.8486, kb_relative_information_score: 0.8563, mean_absolute_error: 0.0346, mean_prior_absolute_error: 0.18, weighted_recall: 0.8637, number_of_instances: 5620, precision: 0.8641, predictive_accuracy: 0.8637, prior_entropy: 3.3218, relative_absolute_error: 0.1923, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1424, root_relative_squared_error: 0.4748, unweighted_recall: 0.8638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9687, f_measure: 0.8781, kappa: 0.8648, kb_relative_information_score: 0.8768, mean_absolute_error: 0.0294, mean_prior_absolute_error: 0.18, weighted_recall: 0.8783, number_of_instances: 5620, precision: 0.8781, predictive_accuracy: 0.8783, prior_entropy: 3.3218, relative_absolute_error: 0.1632, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1361, root_relative_squared_error: 0.4538, unweighted_recall: 0.8784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9655, f_measure: 0.8846, kappa: 0.8721, kb_relative_information_score: 0.8841, mean_absolute_error: 0.0276, mean_prior_absolute_error: 0.18, weighted_recall: 0.8849, number_of_instances: 5620, precision: 0.8847, predictive_accuracy: 0.8849, prior_entropy: 3.3218, relative_absolute_error: 0.1531, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1343, root_relative_squared_error: 0.4477, unweighted_recall: 0.8849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9696, f_measure: 0.8707, kappa: 0.8563, kb_relative_information_score: 0.861, mean_absolute_error: 0.0332, mean_prior_absolute_error: 0.18, weighted_recall: 0.8706, number_of_instances: 5620, precision: 0.8711, predictive_accuracy: 0.8706, prior_entropy: 3.3218, relative_absolute_error: 0.1846, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1397, root_relative_squared_error: 0.4658, unweighted_recall: 0.8707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9739, f_measure: 0.847, kappa: 0.8292, kb_relative_information_score: 0.8376, mean_absolute_error: 0.0392, mean_prior_absolute_error: 0.18, weighted_recall: 0.8463, number_of_instances: 5620, precision: 0.8484, predictive_accuracy: 0.8463, prior_entropy: 3.3218, relative_absolute_error: 0.2176, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1484, root_relative_squared_error: 0.4948, unweighted_recall: 0.8465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9675, f_measure: 0.8539, kappa: 0.8377, kb_relative_information_score: 0.8466, mean_absolute_error: 0.0365, mean_prior_absolute_error: 0.18, weighted_recall: 0.8539, number_of_instances: 5620, precision: 0.8541, predictive_accuracy: 0.8539, prior_entropy: 3.3218, relative_absolute_error: 0.2027, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1478, root_relative_squared_error: 0.4928, unweighted_recall: 0.854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9721, f_measure: 0.8303, kappa: 0.8114, kb_relative_information_score: 0.816, mean_absolute_error: 0.0459, mean_prior_absolute_error: 0.18, weighted_recall: 0.8302, number_of_instances: 5620, precision: 0.8306, predictive_accuracy: 0.8302, prior_entropy: 3.3218, relative_absolute_error: 0.2548, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.157, root_relative_squared_error: 0.5233, unweighted_recall: 0.8305,

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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