Task
Supervised Classification on mfeat-morphological

Supervised Classification on mfeat-morphological

Task 18 Supervised Classification mfeat-morphological 21899 runs submitted
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  • at2 basic OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_7 study_70 study_98 study_99 under100k under1m
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21899 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9554, f_measure: 0.7361, kappa: 0.7128, kb_relative_information_score: 0.6941, mean_absolute_error: 0.0908, mean_prior_absolute_error: 0.18, weighted_recall: 0.7415, number_of_instances: 2000, precision: 0.743, predictive_accuracy: 0.7415, prior_entropy: 3.3219, relative_absolute_error: 0.5042, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1977, root_relative_squared_error: 0.6589, unweighted_recall: 0.7415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9656, f_measure: 0.7454, kappa: 0.7183, kb_relative_information_score: 0.7486, mean_absolute_error: 0.0708, mean_prior_absolute_error: 0.18, weighted_recall: 0.7465, number_of_instances: 2000, precision: 0.7484, predictive_accuracy: 0.7465, prior_entropy: 3.3219, relative_absolute_error: 0.3935, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1814, root_relative_squared_error: 0.6047, unweighted_recall: 0.7465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9491, f_measure: 0.7283, kappa: 0.7017, kb_relative_information_score: 0.5172, mean_absolute_error: 0.1172, mean_prior_absolute_error: 0.18, weighted_recall: 0.7315, number_of_instances: 2000, precision: 0.7323, predictive_accuracy: 0.7315, prior_entropy: 3.3219, relative_absolute_error: 0.6512, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2242, root_relative_squared_error: 0.7474, unweighted_recall: 0.7315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.955, f_measure: 0.7109, kappa: 0.6794, kb_relative_information_score: 0.7096, mean_absolute_error: 0.0768, mean_prior_absolute_error: 0.18, weighted_recall: 0.7115, number_of_instances: 2000, precision: 0.7119, predictive_accuracy: 0.7115, prior_entropy: 3.3219, relative_absolute_error: 0.4267, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1942, root_relative_squared_error: 0.6473, unweighted_recall: 0.7115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9552, f_measure: 0.7111, kappa: 0.6794, kb_relative_information_score: 0.7132, mean_absolute_error: 0.0756, mean_prior_absolute_error: 0.18, weighted_recall: 0.7115, number_of_instances: 2000, precision: 0.712, predictive_accuracy: 0.7115, prior_entropy: 3.3219, relative_absolute_error: 0.42, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1942, root_relative_squared_error: 0.6475, unweighted_recall: 0.7115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9547, f_measure: 0.713, kappa: 0.6817, kb_relative_information_score: 0.6954, mean_absolute_error: 0.0748, mean_prior_absolute_error: 0.18, weighted_recall: 0.7135, number_of_instances: 2000, precision: 0.714, predictive_accuracy: 0.7135, prior_entropy: 3.3219, relative_absolute_error: 0.4156, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2011, root_relative_squared_error: 0.6703, unweighted_recall: 0.7135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9547, f_measure: 0.713, kappa: 0.6817, kb_relative_information_score: 0.6954, mean_absolute_error: 0.0748, mean_prior_absolute_error: 0.18, weighted_recall: 0.7135, number_of_instances: 2000, precision: 0.714, predictive_accuracy: 0.7135, prior_entropy: 3.3219, relative_absolute_error: 0.4156, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2011, root_relative_squared_error: 0.6703, unweighted_recall: 0.7135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9545, f_measure: 0.7101, kappa: 0.6783, kb_relative_information_score: 0.7032, mean_absolute_error: 0.0789, mean_prior_absolute_error: 0.18, weighted_recall: 0.7105, number_of_instances: 2000, precision: 0.7111, predictive_accuracy: 0.7105, prior_entropy: 3.3219, relative_absolute_error: 0.4385, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1944, root_relative_squared_error: 0.6479, unweighted_recall: 0.7105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9546, f_measure: 0.7109, kappa: 0.6794, kb_relative_information_score: 0.7066, mean_absolute_error: 0.0776, mean_prior_absolute_error: 0.18, weighted_recall: 0.7115, number_of_instances: 2000, precision: 0.7118, predictive_accuracy: 0.7115, prior_entropy: 3.3219, relative_absolute_error: 0.4314, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1944, root_relative_squared_error: 0.6482, unweighted_recall: 0.7115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9491, f_measure: 0.7283, kappa: 0.7017, kb_relative_information_score: 0.5172, mean_absolute_error: 0.1172, mean_prior_absolute_error: 0.18, weighted_recall: 0.7315, number_of_instances: 2000, precision: 0.7323, predictive_accuracy: 0.7315, prior_entropy: 3.3219, relative_absolute_error: 0.6512, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2242, root_relative_squared_error: 0.7474, unweighted_recall: 0.7315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9491, f_measure: 0.7283, kappa: 0.7017, kb_relative_information_score: 0.5172, mean_absolute_error: 0.1172, mean_prior_absolute_error: 0.18, weighted_recall: 0.7315, number_of_instances: 2000, precision: 0.7323, predictive_accuracy: 0.7315, prior_entropy: 3.3219, relative_absolute_error: 0.6512, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2242, root_relative_squared_error: 0.7474, unweighted_recall: 0.7315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9549, f_measure: 0.7174, kappa: 0.6867, kb_relative_information_score: 0.6972, mean_absolute_error: 0.0747, mean_prior_absolute_error: 0.18, weighted_recall: 0.718, number_of_instances: 2000, precision: 0.7182, predictive_accuracy: 0.718, prior_entropy: 3.3219, relative_absolute_error: 0.4148, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2003, root_relative_squared_error: 0.6677, unweighted_recall: 0.718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9545, f_measure: 0.7114, kappa: 0.68, kb_relative_information_score: 0.6995, mean_absolute_error: 0.0799, mean_prior_absolute_error: 0.18, weighted_recall: 0.712, number_of_instances: 2000, precision: 0.7127, predictive_accuracy: 0.712, prior_entropy: 3.3219, relative_absolute_error: 0.4442, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1945, root_relative_squared_error: 0.6484, unweighted_recall: 0.712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9541, f_measure: 0.7125, kappa: 0.6811, kb_relative_information_score: 0.6965, mean_absolute_error: 0.0808, mean_prior_absolute_error: 0.18, weighted_recall: 0.713, number_of_instances: 2000, precision: 0.7138, predictive_accuracy: 0.713, prior_entropy: 3.3219, relative_absolute_error: 0.4488, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1949, root_relative_squared_error: 0.6495, unweighted_recall: 0.713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9491, f_measure: 0.7283, kappa: 0.7017, kb_relative_information_score: 0.5172, mean_absolute_error: 0.1172, mean_prior_absolute_error: 0.18, weighted_recall: 0.7315, number_of_instances: 2000, precision: 0.7323, predictive_accuracy: 0.7315, prior_entropy: 3.3219, relative_absolute_error: 0.6512, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2242, root_relative_squared_error: 0.7474, unweighted_recall: 0.7315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9491, f_measure: 0.7283, kappa: 0.7017, kb_relative_information_score: 0.5172, mean_absolute_error: 0.1172, mean_prior_absolute_error: 0.18, weighted_recall: 0.7315, number_of_instances: 2000, precision: 0.7323, predictive_accuracy: 0.7315, prior_entropy: 3.3219, relative_absolute_error: 0.6512, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2242, root_relative_squared_error: 0.7474, unweighted_recall: 0.7315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9491, f_measure: 0.7283, kappa: 0.7017, kb_relative_information_score: 0.5172, mean_absolute_error: 0.1172, mean_prior_absolute_error: 0.18, weighted_recall: 0.7315, number_of_instances: 2000, precision: 0.7323, predictive_accuracy: 0.7315, prior_entropy: 3.3219, relative_absolute_error: 0.6512, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2242, root_relative_squared_error: 0.7474, unweighted_recall: 0.7315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8141, f_measure: 0.6514, kappa: 0.6139, kb_relative_information_score: 0.6446, mean_absolute_error: 0.0695, mean_prior_absolute_error: 0.18, weighted_recall: 0.6525, number_of_instances: 2000, precision: 0.6514, predictive_accuracy: 0.6525, prior_entropy: 3.3219, relative_absolute_error: 0.3858, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2602, root_relative_squared_error: 0.8672, unweighted_recall: 0.6525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9491, f_measure: 0.7283, kappa: 0.7017, kb_relative_information_score: 0.5172, mean_absolute_error: 0.1172, mean_prior_absolute_error: 0.18, weighted_recall: 0.7315, number_of_instances: 2000, precision: 0.7323, predictive_accuracy: 0.7315, prior_entropy: 3.3219, relative_absolute_error: 0.6512, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2242, root_relative_squared_error: 0.7474, unweighted_recall: 0.7315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9491, f_measure: 0.7283, kappa: 0.7017, kb_relative_information_score: 0.5172, mean_absolute_error: 0.1172, mean_prior_absolute_error: 0.18, weighted_recall: 0.7315, number_of_instances: 2000, precision: 0.7323, predictive_accuracy: 0.7315, prior_entropy: 3.3219, relative_absolute_error: 0.6512, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2242, root_relative_squared_error: 0.7474, unweighted_recall: 0.7315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9677, f_measure: 0.7557, kappa: 0.73, kb_relative_information_score: 0.7532, mean_absolute_error: 0.0698, mean_prior_absolute_error: 0.18, weighted_recall: 0.757, number_of_instances: 2000, precision: 0.7571, predictive_accuracy: 0.757, prior_entropy: 3.3219, relative_absolute_error: 0.3876, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1792, root_relative_squared_error: 0.5972, unweighted_recall: 0.757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9541, f_measure: 0.6459, kappa: 0.64, kb_relative_information_score: 0.5864, mean_absolute_error: 0.1068, mean_prior_absolute_error: 0.18, weighted_recall: 0.676, number_of_instances: 2000, precision: 0.6706, predictive_accuracy: 0.676, prior_entropy: 3.3219, relative_absolute_error: 0.5932, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2171, root_relative_squared_error: 0.7236, unweighted_recall: 0.676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9547, f_measure: 0.7101, kappa: 0.6783, kb_relative_information_score: 0.7035, mean_absolute_error: 0.0786, mean_prior_absolute_error: 0.18, weighted_recall: 0.7105, number_of_instances: 2000, precision: 0.7111, predictive_accuracy: 0.7105, prior_entropy: 3.3219, relative_absolute_error: 0.4365, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.195, root_relative_squared_error: 0.65, unweighted_recall: 0.7105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9673, f_measure: 0.7508, kappa: 0.7272, kb_relative_information_score: 0.7181, mean_absolute_error: 0.0803, mean_prior_absolute_error: 0.18, weighted_recall: 0.7545, number_of_instances: 2000, precision: 0.7568, predictive_accuracy: 0.7545, prior_entropy: 3.3219, relative_absolute_error: 0.4459, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.186, root_relative_squared_error: 0.6199, unweighted_recall: 0.7545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9543, f_measure: 0.6332, kappa: 0.6261, kb_relative_information_score: 0.5897, mean_absolute_error: 0.1058, mean_prior_absolute_error: 0.18, weighted_recall: 0.6635, number_of_instances: 2000, precision: 0.6637, predictive_accuracy: 0.6635, prior_entropy: 3.3219, relative_absolute_error: 0.5877, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2167, root_relative_squared_error: 0.7223, unweighted_recall: 0.6635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9672, f_measure: 0.7493, kappa: 0.7222, kb_relative_information_score: 0.746, mean_absolute_error: 0.0715, mean_prior_absolute_error: 0.18, weighted_recall: 0.75, number_of_instances: 2000, precision: 0.751, predictive_accuracy: 0.75, prior_entropy: 3.3219, relative_absolute_error: 0.3972, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1807, root_relative_squared_error: 0.6023, unweighted_recall: 0.75,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9539, f_measure: 0.7126, kappa: 0.6811, kb_relative_information_score: 0.7034, mean_absolute_error: 0.0786, mean_prior_absolute_error: 0.18, weighted_recall: 0.713, number_of_instances: 2000, precision: 0.7138, predictive_accuracy: 0.713, prior_entropy: 3.3219, relative_absolute_error: 0.4364, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1946, root_relative_squared_error: 0.6486, unweighted_recall: 0.713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9547, f_measure: 0.713, kappa: 0.6817, kb_relative_information_score: 0.6954, mean_absolute_error: 0.0748, mean_prior_absolute_error: 0.18, weighted_recall: 0.7135, number_of_instances: 2000, precision: 0.714, predictive_accuracy: 0.7135, prior_entropy: 3.3219, relative_absolute_error: 0.4156, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2011, root_relative_squared_error: 0.6703, unweighted_recall: 0.7135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9628, f_measure: 0.7241, kappa: 0.6956, kb_relative_information_score: 0.7579, mean_absolute_error: 0.0658, mean_prior_absolute_error: 0.18, weighted_recall: 0.726, number_of_instances: 2000, precision: 0.7249, predictive_accuracy: 0.726, prior_entropy: 3.3219, relative_absolute_error: 0.3656, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1835, root_relative_squared_error: 0.6116, unweighted_recall: 0.726,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9566, f_measure: 0.7203, kappa: 0.69, kb_relative_information_score: 0.6672, mean_absolute_error: 0.0919, mean_prior_absolute_error: 0.18, weighted_recall: 0.721, number_of_instances: 2000, precision: 0.7225, predictive_accuracy: 0.721, prior_entropy: 3.3219, relative_absolute_error: 0.5103, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.201, root_relative_squared_error: 0.6699, unweighted_recall: 0.721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9657, f_measure: 0.7632, kappa: 0.7361, kb_relative_information_score: 0.7492, mean_absolute_error: 0.0684, mean_prior_absolute_error: 0.18, weighted_recall: 0.7625, number_of_instances: 2000, precision: 0.7653, predictive_accuracy: 0.7625, prior_entropy: 3.3219, relative_absolute_error: 0.3802, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1809, root_relative_squared_error: 0.603, unweighted_recall: 0.7625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9673, f_measure: 0.7462, kappa: 0.7189, kb_relative_information_score: 0.752, mean_absolute_error: 0.0699, mean_prior_absolute_error: 0.18, weighted_recall: 0.747, number_of_instances: 2000, precision: 0.7478, predictive_accuracy: 0.747, prior_entropy: 3.3219, relative_absolute_error: 0.3886, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1798, root_relative_squared_error: 0.5992, unweighted_recall: 0.747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9628, f_measure: 0.714, kappa: 0.6833, kb_relative_information_score: 0.7321, mean_absolute_error: 0.0745, mean_prior_absolute_error: 0.18, weighted_recall: 0.715, number_of_instances: 2000, precision: 0.7206, predictive_accuracy: 0.715, prior_entropy: 3.3219, relative_absolute_error: 0.4137, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1889, root_relative_squared_error: 0.6297, unweighted_recall: 0.715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.967, f_measure: 0.7504, kappa: 0.725, kb_relative_information_score: 0.7566, mean_absolute_error: 0.0687, mean_prior_absolute_error: 0.18, weighted_recall: 0.7525, number_of_instances: 2000, precision: 0.7525, predictive_accuracy: 0.7525, prior_entropy: 3.3219, relative_absolute_error: 0.3819, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1791, root_relative_squared_error: 0.597, unweighted_recall: 0.7525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.966, f_measure: 0.7638, kappa: 0.7367, kb_relative_information_score: 0.7488, mean_absolute_error: 0.0685, mean_prior_absolute_error: 0.18, weighted_recall: 0.763, number_of_instances: 2000, precision: 0.7664, predictive_accuracy: 0.763, prior_entropy: 3.3219, relative_absolute_error: 0.3806, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1809, root_relative_squared_error: 0.603, unweighted_recall: 0.763,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9651, f_measure: 0.7643, kappa: 0.7383, kb_relative_information_score: 0.7426, mean_absolute_error: 0.072, mean_prior_absolute_error: 0.18, weighted_recall: 0.7645, number_of_instances: 2000, precision: 0.7663, predictive_accuracy: 0.7645, prior_entropy: 3.3219, relative_absolute_error: 0.4, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1817, root_relative_squared_error: 0.6057, unweighted_recall: 0.7645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9648, f_measure: 0.7585, kappa: 0.7311, kb_relative_information_score: 0.7469, mean_absolute_error: 0.0699, mean_prior_absolute_error: 0.18, weighted_recall: 0.758, number_of_instances: 2000, precision: 0.7606, predictive_accuracy: 0.758, prior_entropy: 3.3219, relative_absolute_error: 0.3883, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1814, root_relative_squared_error: 0.6045, unweighted_recall: 0.758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.122, kappa: -0.11, kb_relative_information_score: 0.0018, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.18, weighted_recall: 0.001, number_of_instances: 2000, predictive_accuracy: 0.001, prior_entropy: 3.3219, relative_absolute_error: 1.0004, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3001, root_relative_squared_error: 1.0004, unweighted_recall: 0.001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9667, f_measure: 0.7521, kappa: 0.7267, kb_relative_information_score: 0.7557, mean_absolute_error: 0.0689, mean_prior_absolute_error: 0.18, weighted_recall: 0.754, number_of_instances: 2000, precision: 0.7548, predictive_accuracy: 0.754, prior_entropy: 3.3219, relative_absolute_error: 0.3828, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1797, root_relative_squared_error: 0.5989, unweighted_recall: 0.754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9668, f_measure: 0.7525, kappa: 0.7283, kb_relative_information_score: 0.7184, mean_absolute_error: 0.0802, mean_prior_absolute_error: 0.18, weighted_recall: 0.7555, number_of_instances: 2000, precision: 0.7584, predictive_accuracy: 0.7555, prior_entropy: 3.3219, relative_absolute_error: 0.4457, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.6202, unweighted_recall: 0.7555,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9676, f_measure: 0.7513, kappa: 0.7261, kb_relative_information_score: 0.7503, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.18, weighted_recall: 0.7535, number_of_instances: 2000, precision: 0.7548, predictive_accuracy: 0.7535, prior_entropy: 3.3219, relative_absolute_error: 0.3942, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.179, root_relative_squared_error: 0.5966, unweighted_recall: 0.7535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9055, f_measure: 0.5134, kappa: 0.4922, kb_relative_information_score: 0.4746, mean_absolute_error: 0.1349, mean_prior_absolute_error: 0.18, weighted_recall: 0.543, number_of_instances: 2000, precision: 0.5079, predictive_accuracy: 0.543, prior_entropy: 3.3219, relative_absolute_error: 0.7492, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2501, root_relative_squared_error: 0.8337, unweighted_recall: 0.543,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9574, f_measure: 0.662, kappa: 0.6639, kb_relative_information_score: 0.7126, mean_absolute_error: 0.0795, mean_prior_absolute_error: 0.18, weighted_recall: 0.6975, number_of_instances: 2000, precision: 0.6567, predictive_accuracy: 0.6975, prior_entropy: 3.3219, relative_absolute_error: 0.4415, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1956, root_relative_squared_error: 0.652, unweighted_recall: 0.6975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.7247, kappa: 0.6961, kb_relative_information_score: 0.7391, mean_absolute_error: 0.0728, mean_prior_absolute_error: 0.18, weighted_recall: 0.7265, number_of_instances: 2000, precision: 0.7299, predictive_accuracy: 0.7265, prior_entropy: 3.3219, relative_absolute_error: 0.4042, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1869, root_relative_squared_error: 0.6231, unweighted_recall: 0.7265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9555, f_measure: 0.6595, kappa: 0.6606, kb_relative_information_score: 0.7065, mean_absolute_error: 0.0816, mean_prior_absolute_error: 0.18, weighted_recall: 0.6945, number_of_instances: 2000, precision: 0.6526, predictive_accuracy: 0.6945, prior_entropy: 3.3219, relative_absolute_error: 0.4534, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.197, root_relative_squared_error: 0.6567, unweighted_recall: 0.6945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9658, f_measure: 0.7467, kappa: 0.72, kb_relative_information_score: 0.7555, mean_absolute_error: 0.0687, mean_prior_absolute_error: 0.18, weighted_recall: 0.748, number_of_instances: 2000, precision: 0.7489, predictive_accuracy: 0.748, prior_entropy: 3.3219, relative_absolute_error: 0.3818, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1806, root_relative_squared_error: 0.602, unweighted_recall: 0.748,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.96, f_measure: 0.6937, kappa: 0.6717, kb_relative_information_score: 0.7205, mean_absolute_error: 0.0778, mean_prior_absolute_error: 0.18, weighted_recall: 0.7045, number_of_instances: 2000, precision: 0.7151, predictive_accuracy: 0.7045, prior_entropy: 3.3219, relative_absolute_error: 0.4324, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1925, root_relative_squared_error: 0.6418, unweighted_recall: 0.7045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9552, f_measure: 0.7205, kappa: 0.6889, kb_relative_information_score: 0.6564, mean_absolute_error: 0.094, mean_prior_absolute_error: 0.18, weighted_recall: 0.72, number_of_instances: 2000, precision: 0.7228, predictive_accuracy: 0.72, prior_entropy: 3.3219, relative_absolute_error: 0.5223, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2038, root_relative_squared_error: 0.6793, unweighted_recall: 0.72,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.7329, kappa: 0.7089, kb_relative_information_score: 0.6946, mean_absolute_error: 0.0859, mean_prior_absolute_error: 0.18, weighted_recall: 0.738, number_of_instances: 2000, precision: 0.74, predictive_accuracy: 0.738, prior_entropy: 3.3219, relative_absolute_error: 0.4773, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1928, root_relative_squared_error: 0.6427, unweighted_recall: 0.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9681, f_measure: 0.7628, kappa: 0.7378, kb_relative_information_score: 0.7564, mean_absolute_error: 0.0692, mean_prior_absolute_error: 0.18, weighted_recall: 0.764, number_of_instances: 2000, precision: 0.765, predictive_accuracy: 0.764, prior_entropy: 3.3219, relative_absolute_error: 0.3845, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1775, root_relative_squared_error: 0.5916, unweighted_recall: 0.764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9667, f_measure: 0.7567, kappa: 0.7311, kb_relative_information_score: 0.7576, mean_absolute_error: 0.0683, mean_prior_absolute_error: 0.18, weighted_recall: 0.758, number_of_instances: 2000, precision: 0.7581, predictive_accuracy: 0.758, prior_entropy: 3.3219, relative_absolute_error: 0.3797, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1793, root_relative_squared_error: 0.5976, unweighted_recall: 0.758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9683, f_measure: 0.7632, kappa: 0.7383, kb_relative_information_score: 0.7522, mean_absolute_error: 0.0709, mean_prior_absolute_error: 0.18, weighted_recall: 0.7645, number_of_instances: 2000, precision: 0.7659, predictive_accuracy: 0.7645, prior_entropy: 3.3219, relative_absolute_error: 0.3936, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1781, root_relative_squared_error: 0.5936, unweighted_recall: 0.7645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9632, f_measure: 0.7247, kappa: 0.6961, kb_relative_information_score: 0.7387, mean_absolute_error: 0.0735, mean_prior_absolute_error: 0.18, weighted_recall: 0.7265, number_of_instances: 2000, precision: 0.7301, predictive_accuracy: 0.7265, prior_entropy: 3.3219, relative_absolute_error: 0.4085, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1856, root_relative_squared_error: 0.6186, unweighted_recall: 0.7265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9613, f_measure: 0.7004, kappa: 0.6806, kb_relative_information_score: 0.7262, mean_absolute_error: 0.0765, mean_prior_absolute_error: 0.18, weighted_recall: 0.7125, number_of_instances: 2000, precision: 0.7224, predictive_accuracy: 0.7125, prior_entropy: 3.3219, relative_absolute_error: 0.4252, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1905, root_relative_squared_error: 0.6351, unweighted_recall: 0.7125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9569, f_measure: 0.6602, kappa: 0.6617, kb_relative_information_score: 0.7118, mean_absolute_error: 0.0796, mean_prior_absolute_error: 0.18, weighted_recall: 0.6955, number_of_instances: 2000, precision: 0.6554, predictive_accuracy: 0.6955, prior_entropy: 3.3219, relative_absolute_error: 0.4425, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1961, root_relative_squared_error: 0.6535, unweighted_recall: 0.6955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.967, f_measure: 0.7493, kappa: 0.7222, kb_relative_information_score: 0.7489, mean_absolute_error: 0.0706, mean_prior_absolute_error: 0.18, weighted_recall: 0.75, number_of_instances: 2000, precision: 0.751, predictive_accuracy: 0.75, prior_entropy: 3.3219, relative_absolute_error: 0.3924, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1804, root_relative_squared_error: 0.6013, unweighted_recall: 0.75,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9538, f_measure: 0.6544, kappa: 0.6539, kb_relative_information_score: 0.693, mean_absolute_error: 0.0858, mean_prior_absolute_error: 0.18, weighted_recall: 0.6885, number_of_instances: 2000, precision: 0.642, predictive_accuracy: 0.6885, prior_entropy: 3.3219, relative_absolute_error: 0.4769, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2009, root_relative_squared_error: 0.6696, unweighted_recall: 0.6885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9625, f_measure: 0.726, kappa: 0.6967, kb_relative_information_score: 0.7354, mean_absolute_error: 0.0734, mean_prior_absolute_error: 0.18, weighted_recall: 0.727, number_of_instances: 2000, precision: 0.7311, predictive_accuracy: 0.727, prior_entropy: 3.3219, relative_absolute_error: 0.408, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1876, root_relative_squared_error: 0.6252, unweighted_recall: 0.727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9581, f_measure: 0.6963, kappa: 0.6689, kb_relative_information_score: 0.715, mean_absolute_error: 0.0789, mean_prior_absolute_error: 0.18, weighted_recall: 0.702, number_of_instances: 2000, precision: 0.7097, predictive_accuracy: 0.702, prior_entropy: 3.3219, relative_absolute_error: 0.4383, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1948, root_relative_squared_error: 0.6495, unweighted_recall: 0.702,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.1427, kappa: -0.1106, kb_relative_information_score: 0.0017, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.18, weighted_recall: 0.0005, number_of_instances: 2000, predictive_accuracy: 0.0005, prior_entropy: 3.3219, relative_absolute_error: 1.0003, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3001, root_relative_squared_error: 1.0003, unweighted_recall: 0.0005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7962, kappa: 0.1378, kb_relative_information_score: 0.0294, mean_absolute_error: 0.1785, mean_prior_absolute_error: 0.18, weighted_recall: 0.224, number_of_instances: 2000, predictive_accuracy: 0.224, prior_entropy: 3.3219, relative_absolute_error: 0.9919, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2977, root_relative_squared_error: 0.9922, unweighted_recall: 0.224,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9672, f_measure: 0.7539, kappa: 0.7294, kb_relative_information_score: 0.7459, mean_absolute_error: 0.0721, mean_prior_absolute_error: 0.18, weighted_recall: 0.7565, number_of_instances: 2000, precision: 0.7568, predictive_accuracy: 0.7565, prior_entropy: 3.3219, relative_absolute_error: 0.4005, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1796, root_relative_squared_error: 0.5985, unweighted_recall: 0.7565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9681, f_measure: 0.7612, kappa: 0.7361, kb_relative_information_score: 0.7592, mean_absolute_error: 0.068, mean_prior_absolute_error: 0.18, weighted_recall: 0.7625, number_of_instances: 2000, precision: 0.7637, predictive_accuracy: 0.7625, prior_entropy: 3.3219, relative_absolute_error: 0.3775, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1771, root_relative_squared_error: 0.5904, unweighted_recall: 0.7625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.967, f_measure: 0.7494, kappa: 0.7222, kb_relative_information_score: 0.7469, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.18, weighted_recall: 0.75, number_of_instances: 2000, precision: 0.7512, predictive_accuracy: 0.75, prior_entropy: 3.3219, relative_absolute_error: 0.3954, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1807, root_relative_squared_error: 0.6023, unweighted_recall: 0.75,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9672, f_measure: 0.7515, kappa: 0.725, kb_relative_information_score: 0.7437, mean_absolute_error: 0.0723, mean_prior_absolute_error: 0.18, weighted_recall: 0.7525, number_of_instances: 2000, precision: 0.754, predictive_accuracy: 0.7525, prior_entropy: 3.3219, relative_absolute_error: 0.4014, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1808, root_relative_squared_error: 0.6026, unweighted_recall: 0.7525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9694, f_measure: 0.7584, kappa: 0.7344, kb_relative_information_score: 0.7551, mean_absolute_error: 0.0699, mean_prior_absolute_error: 0.18, weighted_recall: 0.761, number_of_instances: 2000, precision: 0.7621, predictive_accuracy: 0.761, prior_entropy: 3.3219, relative_absolute_error: 0.3883, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1778, root_relative_squared_error: 0.5926, unweighted_recall: 0.761,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9675, f_measure: 0.7563, kappa: 0.7306, kb_relative_information_score: 0.7534, mean_absolute_error: 0.0697, mean_prior_absolute_error: 0.18, weighted_recall: 0.7575, number_of_instances: 2000, precision: 0.7577, predictive_accuracy: 0.7575, prior_entropy: 3.3219, relative_absolute_error: 0.387, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1792, root_relative_squared_error: 0.5974, unweighted_recall: 0.7575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9677, f_measure: 0.7613, kappa: 0.7378, kb_relative_information_score: 0.7591, mean_absolute_error: 0.0677, mean_prior_absolute_error: 0.18, weighted_recall: 0.764, number_of_instances: 2000, precision: 0.7652, predictive_accuracy: 0.764, prior_entropy: 3.3219, relative_absolute_error: 0.3764, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1781, root_relative_squared_error: 0.5936, unweighted_recall: 0.764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.7577, kappa: 0.7322, kb_relative_information_score: 0.7579, mean_absolute_error: 0.0683, mean_prior_absolute_error: 0.18, weighted_recall: 0.759, number_of_instances: 2000, precision: 0.7593, predictive_accuracy: 0.759, prior_entropy: 3.3219, relative_absolute_error: 0.3795, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1792, root_relative_squared_error: 0.5972, unweighted_recall: 0.759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.958, f_measure: 0.701, kappa: 0.6717, kb_relative_information_score: 0.7135, mean_absolute_error: 0.0794, mean_prior_absolute_error: 0.18, weighted_recall: 0.7045, number_of_instances: 2000, precision: 0.7121, predictive_accuracy: 0.7045, prior_entropy: 3.3219, relative_absolute_error: 0.4409, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.195, root_relative_squared_error: 0.6499, unweighted_recall: 0.7045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9562, f_measure: 0.6581, kappa: 0.6594, kb_relative_information_score: 0.7088, mean_absolute_error: 0.0806, mean_prior_absolute_error: 0.18, weighted_recall: 0.6935, number_of_instances: 2000, precision: 0.6506, predictive_accuracy: 0.6935, prior_entropy: 3.3219, relative_absolute_error: 0.4477, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1966, root_relative_squared_error: 0.6552, unweighted_recall: 0.6935,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9675, f_measure: 0.7518, kappa: 0.7272, kb_relative_information_score: 0.7562, mean_absolute_error: 0.0689, mean_prior_absolute_error: 0.18, weighted_recall: 0.7545, number_of_instances: 2000, precision: 0.7546, predictive_accuracy: 0.7545, prior_entropy: 3.3219, relative_absolute_error: 0.383, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1789, root_relative_squared_error: 0.5964, unweighted_recall: 0.7545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.7488, kappa: 0.7217, kb_relative_information_score: 0.7504, mean_absolute_error: 0.0703, mean_prior_absolute_error: 0.18, weighted_recall: 0.7495, number_of_instances: 2000, precision: 0.7511, predictive_accuracy: 0.7495, prior_entropy: 3.3219, relative_absolute_error: 0.3905, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1805, root_relative_squared_error: 0.6018, unweighted_recall: 0.7495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9693, f_measure: 0.7581, kappa: 0.7333, kb_relative_information_score: 0.7469, mean_absolute_error: 0.0723, mean_prior_absolute_error: 0.18, weighted_recall: 0.76, number_of_instances: 2000, precision: 0.7623, predictive_accuracy: 0.76, prior_entropy: 3.3219, relative_absolute_error: 0.4019, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1792, root_relative_squared_error: 0.5972, unweighted_recall: 0.76,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9666, f_measure: 0.7523, kappa: 0.7256, kb_relative_information_score: 0.7498, mean_absolute_error: 0.0705, mean_prior_absolute_error: 0.18, weighted_recall: 0.753, number_of_instances: 2000, precision: 0.7545, predictive_accuracy: 0.753, prior_entropy: 3.3219, relative_absolute_error: 0.3918, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1806, root_relative_squared_error: 0.602, unweighted_recall: 0.753,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9651, f_measure: 0.7456, kappa: 0.7178, kb_relative_information_score: 0.7476, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.18, weighted_recall: 0.746, number_of_instances: 2000, precision: 0.7482, predictive_accuracy: 0.746, prior_entropy: 3.3219, relative_absolute_error: 0.3946, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.182, root_relative_squared_error: 0.6067, unweighted_recall: 0.746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9594, f_measure: 0.7009, kappa: 0.6706, kb_relative_information_score: 0.7186, mean_absolute_error: 0.0778, mean_prior_absolute_error: 0.18, weighted_recall: 0.7035, number_of_instances: 2000, precision: 0.7113, predictive_accuracy: 0.7035, prior_entropy: 3.3219, relative_absolute_error: 0.4324, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.194, root_relative_squared_error: 0.6465, unweighted_recall: 0.7035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9667, f_measure: 0.7543, kappa: 0.7278, kb_relative_information_score: 0.75, mean_absolute_error: 0.0704, mean_prior_absolute_error: 0.18, weighted_recall: 0.755, number_of_instances: 2000, precision: 0.7563, predictive_accuracy: 0.755, prior_entropy: 3.3219, relative_absolute_error: 0.3913, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1804, root_relative_squared_error: 0.6015, unweighted_recall: 0.755,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9673, f_measure: 0.7508, kappa: 0.7261, kb_relative_information_score: 0.7569, mean_absolute_error: 0.0687, mean_prior_absolute_error: 0.18, weighted_recall: 0.7535, number_of_instances: 2000, precision: 0.7533, predictive_accuracy: 0.7535, prior_entropy: 3.3219, relative_absolute_error: 0.3817, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1789, root_relative_squared_error: 0.5963, unweighted_recall: 0.7535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9542, f_measure: 0.6585, kappa: 0.6583, kb_relative_information_score: 0.6985, mean_absolute_error: 0.0842, mean_prior_absolute_error: 0.18, weighted_recall: 0.6925, number_of_instances: 2000, precision: 0.6483, predictive_accuracy: 0.6925, prior_entropy: 3.3219, relative_absolute_error: 0.4679, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1992, root_relative_squared_error: 0.664, unweighted_recall: 0.6925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.968, f_measure: 0.7644, kappa: 0.7394, kb_relative_information_score: 0.7483, mean_absolute_error: 0.072, mean_prior_absolute_error: 0.18, weighted_recall: 0.7655, number_of_instances: 2000, precision: 0.7666, predictive_accuracy: 0.7655, prior_entropy: 3.3219, relative_absolute_error: 0.3998, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.179, root_relative_squared_error: 0.5966, unweighted_recall: 0.7655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9672, f_measure: 0.7496, kappa: 0.7228, kb_relative_information_score: 0.744, mean_absolute_error: 0.0722, mean_prior_absolute_error: 0.18, weighted_recall: 0.7505, number_of_instances: 2000, precision: 0.752, predictive_accuracy: 0.7505, prior_entropy: 3.3219, relative_absolute_error: 0.4009, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1807, root_relative_squared_error: 0.6024, unweighted_recall: 0.7505,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8161, kappa: 0.2506, kb_relative_information_score: 0.1484, mean_absolute_error: 0.1714, mean_prior_absolute_error: 0.18, weighted_recall: 0.3255, number_of_instances: 2000, predictive_accuracy: 0.3255, prior_entropy: 3.3219, relative_absolute_error: 0.9523, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2885, root_relative_squared_error: 0.9617, unweighted_recall: 0.3255,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9573, f_measure: 0.6671, kappa: 0.6661, kb_relative_information_score: 0.7123, mean_absolute_error: 0.0796, mean_prior_absolute_error: 0.18, weighted_recall: 0.6995, number_of_instances: 2000, precision: 0.7024, predictive_accuracy: 0.6995, prior_entropy: 3.3219, relative_absolute_error: 0.4425, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1955, root_relative_squared_error: 0.6515, unweighted_recall: 0.6995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9673, f_measure: 0.7534, kappa: 0.7283, kb_relative_information_score: 0.7541, mean_absolute_error: 0.0694, mean_prior_absolute_error: 0.18, weighted_recall: 0.7555, number_of_instances: 2000, precision: 0.7556, predictive_accuracy: 0.7555, prior_entropy: 3.3219, relative_absolute_error: 0.3856, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1793, root_relative_squared_error: 0.5977, unweighted_recall: 0.7555,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8991, f_measure: 0.5147, kappa: 0.4678, kb_relative_information_score: 0.3431, mean_absolute_error: 0.153, mean_prior_absolute_error: 0.18, weighted_recall: 0.521, number_of_instances: 2000, precision: 0.548, predictive_accuracy: 0.521, prior_entropy: 3.3219, relative_absolute_error: 0.8501, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2643, root_relative_squared_error: 0.8808, unweighted_recall: 0.521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9656, f_measure: 0.7486, kappa: 0.7222, kb_relative_information_score: 0.7533, mean_absolute_error: 0.0695, mean_prior_absolute_error: 0.18, weighted_recall: 0.75, number_of_instances: 2000, precision: 0.7507, predictive_accuracy: 0.75, prior_entropy: 3.3219, relative_absolute_error: 0.3859, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1811, root_relative_squared_error: 0.6036, unweighted_recall: 0.75,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9686, f_measure: 0.7633, kappa: 0.7406, kb_relative_information_score: 0.7602, mean_absolute_error: 0.068, mean_prior_absolute_error: 0.18, weighted_recall: 0.7665, number_of_instances: 2000, precision: 0.7673, predictive_accuracy: 0.7665, prior_entropy: 3.3219, relative_absolute_error: 0.3779, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1772, root_relative_squared_error: 0.5908, unweighted_recall: 0.7665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.961, f_measure: 0.6999, kappa: 0.68, kb_relative_information_score: 0.7261, mean_absolute_error: 0.0766, mean_prior_absolute_error: 0.18, weighted_recall: 0.712, number_of_instances: 2000, precision: 0.7224, predictive_accuracy: 0.712, prior_entropy: 3.3219, relative_absolute_error: 0.4255, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1905, root_relative_squared_error: 0.6351, unweighted_recall: 0.712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9586, f_measure: 0.7221, kappa: 0.6961, kb_relative_information_score: 0.6754, mean_absolute_error: 0.0905, mean_prior_absolute_error: 0.18, weighted_recall: 0.7265, number_of_instances: 2000, precision: 0.7278, predictive_accuracy: 0.7265, prior_entropy: 3.3219, relative_absolute_error: 0.5026, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1994, root_relative_squared_error: 0.6647, unweighted_recall: 0.7265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9667, f_measure: 0.7499, kappa: 0.7244, kb_relative_information_score: 0.7579, mean_absolute_error: 0.0683, mean_prior_absolute_error: 0.18, weighted_recall: 0.752, number_of_instances: 2000, precision: 0.7514, predictive_accuracy: 0.752, prior_entropy: 3.3219, relative_absolute_error: 0.3797, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1791, root_relative_squared_error: 0.5971, unweighted_recall: 0.752,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9576, f_measure: 0.6774, kappa: 0.6717, kb_relative_information_score: 0.6792, mean_absolute_error: 0.0855, mean_prior_absolute_error: 0.18, weighted_recall: 0.7045, number_of_instances: 2000, precision: 0.7217, predictive_accuracy: 0.7045, prior_entropy: 3.3219, relative_absolute_error: 0.475, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1999, root_relative_squared_error: 0.6662, unweighted_recall: 0.7045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9538, f_measure: 0.7037, kappa: 0.67, kb_relative_information_score: 0.6502, mean_absolute_error: 0.0946, mean_prior_absolute_error: 0.18, weighted_recall: 0.703, number_of_instances: 2000, precision: 0.7069, predictive_accuracy: 0.703, prior_entropy: 3.3219, relative_absolute_error: 0.5253, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.205, root_relative_squared_error: 0.6835, unweighted_recall: 0.703,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9671, f_measure: 0.7508, kappa: 0.725, kb_relative_information_score: 0.755, mean_absolute_error: 0.0692, mean_prior_absolute_error: 0.18, weighted_recall: 0.7525, number_of_instances: 2000, precision: 0.7535, predictive_accuracy: 0.7525, prior_entropy: 3.3219, relative_absolute_error: 0.3843, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1793, root_relative_squared_error: 0.5975, unweighted_recall: 0.7525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9682, f_measure: 0.7596, kappa: 0.7361, kb_relative_information_score: 0.7567, mean_absolute_error: 0.069, mean_prior_absolute_error: 0.18, weighted_recall: 0.7625, number_of_instances: 2000, precision: 0.7633, predictive_accuracy: 0.7625, prior_entropy: 3.3219, relative_absolute_error: 0.3832, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1782, root_relative_squared_error: 0.5941, unweighted_recall: 0.7625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9647, f_measure: 0.7364, kappa: 0.7078, kb_relative_information_score: 0.7444, mean_absolute_error: 0.0719, mean_prior_absolute_error: 0.18, weighted_recall: 0.737, number_of_instances: 2000, precision: 0.7393, predictive_accuracy: 0.737, prior_entropy: 3.3219, relative_absolute_error: 0.3997, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1835, root_relative_squared_error: 0.6118, unweighted_recall: 0.737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9501, f_measure: 0.6176, kappa: 0.6044, kb_relative_information_score: 0.6039, mean_absolute_error: 0.1029, mean_prior_absolute_error: 0.18, weighted_recall: 0.644, number_of_instances: 2000, precision: 0.6605, predictive_accuracy: 0.644, prior_entropy: 3.3219, relative_absolute_error: 0.5718, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2188, root_relative_squared_error: 0.7294, unweighted_recall: 0.644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9685, f_measure: 0.7608, kappa: 0.7361, kb_relative_information_score: 0.7486, mean_absolute_error: 0.0721, mean_prior_absolute_error: 0.18, weighted_recall: 0.7625, number_of_instances: 2000, precision: 0.7643, predictive_accuracy: 0.7625, prior_entropy: 3.3219, relative_absolute_error: 0.4004, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1789, root_relative_squared_error: 0.5964, unweighted_recall: 0.7625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9665, f_measure: 0.7518, kappa: 0.725, kb_relative_information_score: 0.7503, mean_absolute_error: 0.0704, mean_prior_absolute_error: 0.18, weighted_recall: 0.7525, number_of_instances: 2000, precision: 0.7539, predictive_accuracy: 0.7525, prior_entropy: 3.3219, relative_absolute_error: 0.3909, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1805, root_relative_squared_error: 0.6018, unweighted_recall: 0.7525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9573, f_measure: 0.664, kappa: 0.6656, kb_relative_information_score: 0.7124, mean_absolute_error: 0.0795, mean_prior_absolute_error: 0.18, weighted_recall: 0.699, number_of_instances: 2000, precision: 0.6907, predictive_accuracy: 0.699, prior_entropy: 3.3219, relative_absolute_error: 0.4419, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1955, root_relative_squared_error: 0.6516, unweighted_recall: 0.699,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

Using your favorite machine learning environment

Download this task directly in your environment and automatically upload your results

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Use one of our APIs to download data from OpenML and upload your results

OpenML APIs