Task
Supervised Classification on mfeat-morphological

Supervised Classification on mfeat-morphological

Task 18 Supervised Classification mfeat-morphological 23817 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • 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
Issue #Downvotes for this reason By


Metric:

23817 Runs

Fetching data
Note: Chart is limited to the 100 best flows, and the 100 best runs for each flow.
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.1346, kb_relative_information_score: 0.0033, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, weighted_recall: 0.1, number_of_instances: 2000, predictive_accuracy: 0.1, prior_entropy: 3.3219, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1.0001, unweighted_recall: 0.1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9567, kappa: 0.6572, kb_relative_information_score: 0.7114, mean_absolute_error: 0.0796, mean_prior_absolute_error: 0.18, weighted_recall: 0.6915, number_of_instances: 2000, predictive_accuracy: 0.6915, prior_entropy: 3.3219, relative_absolute_error: 0.4424, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1962, root_relative_squared_error: 0.6538, unweighted_recall: 0.6915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9676, f_measure: 0.7525, kappa: 0.7283, kb_relative_information_score: 0.7598, mean_absolute_error: 0.0678, mean_prior_absolute_error: 0.18, weighted_recall: 0.7555, number_of_instances: 2000, precision: 0.7555, predictive_accuracy: 0.7555, prior_entropy: 3.3219, relative_absolute_error: 0.3769, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1783, root_relative_squared_error: 0.5942, unweighted_recall: 0.7555,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6573, kappa: 0.2883, kb_relative_information_score: 0.0114, mean_absolute_error: 0.1795, mean_prior_absolute_error: 0.18, weighted_recall: 0.3595, number_of_instances: 2000, predictive_accuracy: 0.3595, prior_entropy: 3.3219, relative_absolute_error: 0.997, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2991, root_relative_squared_error: 0.9972, unweighted_recall: 0.3595,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.969, f_measure: 0.7594, kappa: 0.7361, kb_relative_information_score: 0.7599, mean_absolute_error: 0.0683, mean_prior_absolute_error: 0.18, weighted_recall: 0.7625, number_of_instances: 2000, precision: 0.7628, predictive_accuracy: 0.7625, prior_entropy: 3.3219, relative_absolute_error: 0.3792, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1773, root_relative_squared_error: 0.5908, unweighted_recall: 0.7625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.957, kappa: 0.6578, kb_relative_information_score: 0.7115, mean_absolute_error: 0.0798, mean_prior_absolute_error: 0.18, weighted_recall: 0.692, number_of_instances: 2000, predictive_accuracy: 0.692, prior_entropy: 3.3219, relative_absolute_error: 0.4432, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1959, root_relative_squared_error: 0.6531, unweighted_recall: 0.692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9597, f_measure: 0.7391, kappa: 0.7133, kb_relative_information_score: 0.675, mean_absolute_error: 0.0947, mean_prior_absolute_error: 0.18, weighted_recall: 0.742, number_of_instances: 2000, precision: 0.7395, predictive_accuracy: 0.742, prior_entropy: 3.3219, relative_absolute_error: 0.526, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1988, root_relative_squared_error: 0.6628, unweighted_recall: 0.742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9231, kappa: 0.5456, kb_relative_information_score: 0.2918, mean_absolute_error: 0.1582, mean_prior_absolute_error: 0.18, weighted_recall: 0.591, number_of_instances: 2000, predictive_accuracy: 0.591, prior_entropy: 3.3219, relative_absolute_error: 0.879, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2684, root_relative_squared_error: 0.8946, unweighted_recall: 0.591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9563, f_measure: 0.7091, kappa: 0.6844, kb_relative_information_score: 0.5561, mean_absolute_error: 0.1207, mean_prior_absolute_error: 0.18, weighted_recall: 0.716, number_of_instances: 2000, precision: 0.7109, predictive_accuracy: 0.716, prior_entropy: 3.3219, relative_absolute_error: 0.6707, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2217, root_relative_squared_error: 0.7391, unweighted_recall: 0.716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9597, f_measure: 0.736, kappa: 0.71, kb_relative_information_score: 0.6745, mean_absolute_error: 0.0949, mean_prior_absolute_error: 0.18, weighted_recall: 0.739, number_of_instances: 2000, precision: 0.7366, predictive_accuracy: 0.739, prior_entropy: 3.3219, relative_absolute_error: 0.5272, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1993, root_relative_squared_error: 0.6643, unweighted_recall: 0.739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9607, f_measure: 0.7386, kappa: 0.7133, kb_relative_information_score: 0.6717, mean_absolute_error: 0.0957, mean_prior_absolute_error: 0.18, weighted_recall: 0.742, number_of_instances: 2000, precision: 0.7389, predictive_accuracy: 0.742, prior_entropy: 3.3219, relative_absolute_error: 0.5318, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.199, root_relative_squared_error: 0.6632, unweighted_recall: 0.742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9655, f_measure: 0.7413, kappa: 0.7133, kb_relative_information_score: 0.7628, mean_absolute_error: 0.0662, mean_prior_absolute_error: 0.18, weighted_recall: 0.742, number_of_instances: 2000, precision: 0.7435, predictive_accuracy: 0.742, prior_entropy: 3.3219, relative_absolute_error: 0.3677, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1801, root_relative_squared_error: 0.6004, unweighted_recall: 0.742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9479, f_measure: 0.6933, kappa: 0.665, kb_relative_information_score: 0.4346, mean_absolute_error: 0.1409, mean_prior_absolute_error: 0.18, weighted_recall: 0.6985, number_of_instances: 2000, precision: 0.7003, predictive_accuracy: 0.6985, prior_entropy: 3.3219, relative_absolute_error: 0.7826, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2465, root_relative_squared_error: 0.8217, unweighted_recall: 0.6985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9597, f_measure: 0.7391, kappa: 0.7133, kb_relative_information_score: 0.675, mean_absolute_error: 0.0947, mean_prior_absolute_error: 0.18, weighted_recall: 0.742, number_of_instances: 2000, precision: 0.7395, predictive_accuracy: 0.742, prior_entropy: 3.3219, relative_absolute_error: 0.526, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1988, root_relative_squared_error: 0.6628, unweighted_recall: 0.742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9605, f_measure: 0.7395, kappa: 0.7156, kb_relative_information_score: 0.6706, mean_absolute_error: 0.0959, mean_prior_absolute_error: 0.18, weighted_recall: 0.744, number_of_instances: 2000, precision: 0.7406, predictive_accuracy: 0.744, prior_entropy: 3.3219, relative_absolute_error: 0.5328, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1992, root_relative_squared_error: 0.6641, unweighted_recall: 0.744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9605, f_measure: 0.739, kappa: 0.7139, kb_relative_information_score: 0.6723, mean_absolute_error: 0.0954, mean_prior_absolute_error: 0.18, weighted_recall: 0.7425, number_of_instances: 2000, precision: 0.7393, predictive_accuracy: 0.7425, prior_entropy: 3.3219, relative_absolute_error: 0.5302, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1989, root_relative_squared_error: 0.6631, unweighted_recall: 0.7425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9599, f_measure: 0.7397, kappa: 0.7139, kb_relative_information_score: 0.6753, mean_absolute_error: 0.0947, mean_prior_absolute_error: 0.18, weighted_recall: 0.7425, number_of_instances: 2000, precision: 0.7403, predictive_accuracy: 0.7425, prior_entropy: 3.3219, relative_absolute_error: 0.5259, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1987, root_relative_squared_error: 0.6622, unweighted_recall: 0.7425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9231, kappa: 0.5456, kb_relative_information_score: 0.2918, mean_absolute_error: 0.1582, mean_prior_absolute_error: 0.18, weighted_recall: 0.591, number_of_instances: 2000, predictive_accuracy: 0.591, prior_entropy: 3.3219, relative_absolute_error: 0.879, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2684, root_relative_squared_error: 0.8946, unweighted_recall: 0.591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9558, f_measure: 0.7165, kappa: 0.6867, kb_relative_information_score: 0.5876, mean_absolute_error: 0.1154, mean_prior_absolute_error: 0.18, weighted_recall: 0.718, number_of_instances: 2000, precision: 0.7232, predictive_accuracy: 0.718, prior_entropy: 3.3219, relative_absolute_error: 0.6409, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2164, root_relative_squared_error: 0.7213, unweighted_recall: 0.718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9563, f_measure: 0.7091, kappa: 0.6844, kb_relative_information_score: 0.5561, mean_absolute_error: 0.1207, mean_prior_absolute_error: 0.18, weighted_recall: 0.716, number_of_instances: 2000, precision: 0.7109, predictive_accuracy: 0.716, prior_entropy: 3.3219, relative_absolute_error: 0.6707, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2217, root_relative_squared_error: 0.7391, unweighted_recall: 0.716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.7397, kappa: 0.7139, kb_relative_information_score: 0.6752, mean_absolute_error: 0.0947, mean_prior_absolute_error: 0.18, weighted_recall: 0.7425, number_of_instances: 2000, precision: 0.7403, predictive_accuracy: 0.7425, prior_entropy: 3.3219, relative_absolute_error: 0.5259, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1987, root_relative_squared_error: 0.6623, unweighted_recall: 0.7425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.7326, kappa: 0.7083, kb_relative_information_score: 0.638, mean_absolute_error: 0.104, mean_prior_absolute_error: 0.18, weighted_recall: 0.7375, number_of_instances: 2000, precision: 0.7329, predictive_accuracy: 0.7375, prior_entropy: 3.3219, relative_absolute_error: 0.5779, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2048, root_relative_squared_error: 0.6827, unweighted_recall: 0.7375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9597, f_measure: 0.736, kappa: 0.71, kb_relative_information_score: 0.6745, mean_absolute_error: 0.0949, mean_prior_absolute_error: 0.18, weighted_recall: 0.739, number_of_instances: 2000, precision: 0.7366, predictive_accuracy: 0.739, prior_entropy: 3.3219, relative_absolute_error: 0.5272, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1993, root_relative_squared_error: 0.6643, unweighted_recall: 0.739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9601, f_measure: 0.7399, kappa: 0.7144, kb_relative_information_score: 0.6749, mean_absolute_error: 0.0948, mean_prior_absolute_error: 0.18, weighted_recall: 0.743, number_of_instances: 2000, precision: 0.7404, predictive_accuracy: 0.743, prior_entropy: 3.3219, relative_absolute_error: 0.5266, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1987, root_relative_squared_error: 0.6622, unweighted_recall: 0.743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9597, f_measure: 0.7391, kappa: 0.7133, kb_relative_information_score: 0.675, mean_absolute_error: 0.0947, mean_prior_absolute_error: 0.18, weighted_recall: 0.742, number_of_instances: 2000, precision: 0.7395, predictive_accuracy: 0.742, prior_entropy: 3.3219, relative_absolute_error: 0.526, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1988, root_relative_squared_error: 0.6628, unweighted_recall: 0.742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9602, f_measure: 0.7365, kappa: 0.71, kb_relative_information_score: 0.6538, mean_absolute_error: 0.1007, mean_prior_absolute_error: 0.18, weighted_recall: 0.739, number_of_instances: 2000, precision: 0.7385, predictive_accuracy: 0.739, prior_entropy: 3.3219, relative_absolute_error: 0.5595, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2022, root_relative_squared_error: 0.6742, unweighted_recall: 0.739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9095, kappa: 0.4883, kb_relative_information_score: 0.1885, mean_absolute_error: 0.168, mean_prior_absolute_error: 0.18, weighted_recall: 0.5395, number_of_instances: 2000, predictive_accuracy: 0.5395, prior_entropy: 3.3219, relative_absolute_error: 0.9334, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2822, root_relative_squared_error: 0.9405, unweighted_recall: 0.5395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9607, f_measure: 0.7386, kappa: 0.7133, kb_relative_information_score: 0.6717, mean_absolute_error: 0.0957, mean_prior_absolute_error: 0.18, weighted_recall: 0.742, number_of_instances: 2000, precision: 0.7389, predictive_accuracy: 0.742, prior_entropy: 3.3219, relative_absolute_error: 0.5318, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.199, root_relative_squared_error: 0.6632, unweighted_recall: 0.742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9479, f_measure: 0.6933, kappa: 0.665, kb_relative_information_score: 0.4346, mean_absolute_error: 0.1409, mean_prior_absolute_error: 0.18, weighted_recall: 0.6985, number_of_instances: 2000, precision: 0.7003, predictive_accuracy: 0.6985, prior_entropy: 3.3219, relative_absolute_error: 0.7826, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2465, root_relative_squared_error: 0.8217, unweighted_recall: 0.6985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.733, kappa: 0.7089, kb_relative_information_score: 0.6374, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.18, weighted_recall: 0.738, number_of_instances: 2000, precision: 0.7333, predictive_accuracy: 0.738, prior_entropy: 3.3219, relative_absolute_error: 0.5787, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.6831, unweighted_recall: 0.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9597, f_measure: 0.7391, kappa: 0.7133, kb_relative_information_score: 0.675, mean_absolute_error: 0.0947, mean_prior_absolute_error: 0.18, weighted_recall: 0.742, number_of_instances: 2000, precision: 0.7395, predictive_accuracy: 0.742, prior_entropy: 3.3219, relative_absolute_error: 0.526, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1988, root_relative_squared_error: 0.6628, unweighted_recall: 0.742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9655, f_measure: 0.7413, kappa: 0.7133, kb_relative_information_score: 0.7628, mean_absolute_error: 0.0662, mean_prior_absolute_error: 0.18, weighted_recall: 0.742, number_of_instances: 2000, precision: 0.7435, predictive_accuracy: 0.742, prior_entropy: 3.3219, relative_absolute_error: 0.3677, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1801, root_relative_squared_error: 0.6004, unweighted_recall: 0.742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9639, f_measure: 0.7379, kappa: 0.7094, kb_relative_information_score: 0.7467, mean_absolute_error: 0.0719, mean_prior_absolute_error: 0.18, weighted_recall: 0.7385, number_of_instances: 2000, precision: 0.7414, predictive_accuracy: 0.7385, prior_entropy: 3.3219, relative_absolute_error: 0.3996, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1821, root_relative_squared_error: 0.607, unweighted_recall: 0.7385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9512, f_measure: 0.6955, kappa: 0.6672, kb_relative_information_score: 0.5034, mean_absolute_error: 0.1287, mean_prior_absolute_error: 0.18, weighted_recall: 0.7005, number_of_instances: 2000, precision: 0.7056, predictive_accuracy: 0.7005, prior_entropy: 3.3219, relative_absolute_error: 0.7152, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2321, root_relative_squared_error: 0.7735, unweighted_recall: 0.7005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9593, f_measure: 0.7168, kappa: 0.6867, kb_relative_information_score: 0.6841, mean_absolute_error: 0.0898, mean_prior_absolute_error: 0.18, weighted_recall: 0.718, number_of_instances: 2000, precision: 0.7233, predictive_accuracy: 0.718, prior_entropy: 3.3219, relative_absolute_error: 0.4986, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1948, root_relative_squared_error: 0.6493, unweighted_recall: 0.718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9602, f_measure: 0.7365, kappa: 0.71, kb_relative_information_score: 0.6538, mean_absolute_error: 0.1007, mean_prior_absolute_error: 0.18, weighted_recall: 0.739, number_of_instances: 2000, precision: 0.7385, predictive_accuracy: 0.739, prior_entropy: 3.3219, relative_absolute_error: 0.5595, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2022, root_relative_squared_error: 0.6742, unweighted_recall: 0.739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9095, kappa: 0.4883, kb_relative_information_score: 0.1885, mean_absolute_error: 0.168, mean_prior_absolute_error: 0.18, weighted_recall: 0.5395, number_of_instances: 2000, predictive_accuracy: 0.5395, prior_entropy: 3.3219, relative_absolute_error: 0.9334, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2822, root_relative_squared_error: 0.9405, unweighted_recall: 0.5395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.733, kappa: 0.7089, kb_relative_information_score: 0.6374, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.18, weighted_recall: 0.738, number_of_instances: 2000, precision: 0.7333, predictive_accuracy: 0.738, prior_entropy: 3.3219, relative_absolute_error: 0.5787, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.6831, unweighted_recall: 0.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.733, kappa: 0.7089, kb_relative_information_score: 0.6374, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.18, weighted_recall: 0.738, number_of_instances: 2000, precision: 0.7333, predictive_accuracy: 0.738, prior_entropy: 3.3219, relative_absolute_error: 0.5787, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.6831, unweighted_recall: 0.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.733, kappa: 0.7089, kb_relative_information_score: 0.6374, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.18, weighted_recall: 0.738, number_of_instances: 2000, precision: 0.7333, predictive_accuracy: 0.738, prior_entropy: 3.3219, relative_absolute_error: 0.5787, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.6831, unweighted_recall: 0.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.733, kappa: 0.7089, kb_relative_information_score: 0.6374, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.18, weighted_recall: 0.738, number_of_instances: 2000, precision: 0.7333, predictive_accuracy: 0.738, prior_entropy: 3.3219, relative_absolute_error: 0.5787, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.6831, unweighted_recall: 0.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9558, f_measure: 0.7165, kappa: 0.6867, kb_relative_information_score: 0.5876, mean_absolute_error: 0.1154, mean_prior_absolute_error: 0.18, weighted_recall: 0.718, number_of_instances: 2000, precision: 0.7232, predictive_accuracy: 0.718, prior_entropy: 3.3219, relative_absolute_error: 0.6409, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2164, root_relative_squared_error: 0.7213, unweighted_recall: 0.718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.733, kappa: 0.7089, kb_relative_information_score: 0.6374, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.18, weighted_recall: 0.738, number_of_instances: 2000, precision: 0.7333, predictive_accuracy: 0.738, prior_entropy: 3.3219, relative_absolute_error: 0.5787, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.6831, unweighted_recall: 0.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.733, kappa: 0.7089, kb_relative_information_score: 0.6374, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.18, weighted_recall: 0.738, number_of_instances: 2000, precision: 0.7333, predictive_accuracy: 0.738, prior_entropy: 3.3219, relative_absolute_error: 0.5787, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.6831, unweighted_recall: 0.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.733, kappa: 0.7089, kb_relative_information_score: 0.6374, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.18, weighted_recall: 0.738, number_of_instances: 2000, precision: 0.7333, predictive_accuracy: 0.738, prior_entropy: 3.3219, relative_absolute_error: 0.5787, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.6831, unweighted_recall: 0.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.733, kappa: 0.7089, kb_relative_information_score: 0.6374, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.18, weighted_recall: 0.738, number_of_instances: 2000, precision: 0.7333, predictive_accuracy: 0.738, prior_entropy: 3.3219, relative_absolute_error: 0.5787, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.6831, unweighted_recall: 0.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9597, f_measure: 0.7391, kappa: 0.7133, kb_relative_information_score: 0.675, mean_absolute_error: 0.0947, mean_prior_absolute_error: 0.18, weighted_recall: 0.742, number_of_instances: 2000, precision: 0.7395, predictive_accuracy: 0.742, prior_entropy: 3.3219, relative_absolute_error: 0.526, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1988, root_relative_squared_error: 0.6628, unweighted_recall: 0.742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.733, kappa: 0.7089, kb_relative_information_score: 0.6374, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.18, weighted_recall: 0.738, number_of_instances: 2000, precision: 0.7333, predictive_accuracy: 0.738, prior_entropy: 3.3219, relative_absolute_error: 0.5787, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.6831, unweighted_recall: 0.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.7397, kappa: 0.7139, kb_relative_information_score: 0.6752, mean_absolute_error: 0.0947, mean_prior_absolute_error: 0.18, weighted_recall: 0.7425, number_of_instances: 2000, precision: 0.7403, predictive_accuracy: 0.7425, prior_entropy: 3.3219, relative_absolute_error: 0.5259, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1987, root_relative_squared_error: 0.6623, unweighted_recall: 0.7425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.733, kappa: 0.7089, kb_relative_information_score: 0.6374, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.18, weighted_recall: 0.738, number_of_instances: 2000, precision: 0.7333, predictive_accuracy: 0.738, prior_entropy: 3.3219, relative_absolute_error: 0.5787, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.6831, unweighted_recall: 0.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9597, f_measure: 0.7391, kappa: 0.7133, kb_relative_information_score: 0.675, mean_absolute_error: 0.0947, mean_prior_absolute_error: 0.18, weighted_recall: 0.742, number_of_instances: 2000, precision: 0.7395, predictive_accuracy: 0.742, prior_entropy: 3.3219, relative_absolute_error: 0.526, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1988, root_relative_squared_error: 0.6628, unweighted_recall: 0.742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.733, kappa: 0.7089, kb_relative_information_score: 0.6374, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.18, weighted_recall: 0.738, number_of_instances: 2000, precision: 0.7333, predictive_accuracy: 0.738, prior_entropy: 3.3219, relative_absolute_error: 0.5787, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.6831, unweighted_recall: 0.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9597, f_measure: 0.7391, kappa: 0.7133, kb_relative_information_score: 0.675, mean_absolute_error: 0.0947, mean_prior_absolute_error: 0.18, weighted_recall: 0.742, number_of_instances: 2000, precision: 0.7395, predictive_accuracy: 0.742, prior_entropy: 3.3219, relative_absolute_error: 0.526, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1988, root_relative_squared_error: 0.6628, unweighted_recall: 0.742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.7326, kappa: 0.7083, kb_relative_information_score: 0.638, mean_absolute_error: 0.104, mean_prior_absolute_error: 0.18, weighted_recall: 0.7375, number_of_instances: 2000, precision: 0.7329, predictive_accuracy: 0.7375, prior_entropy: 3.3219, relative_absolute_error: 0.5779, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2048, root_relative_squared_error: 0.6827, unweighted_recall: 0.7375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.733, kappa: 0.7089, kb_relative_information_score: 0.6374, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.18, weighted_recall: 0.738, number_of_instances: 2000, precision: 0.7333, predictive_accuracy: 0.738, prior_entropy: 3.3219, relative_absolute_error: 0.5787, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.6831, unweighted_recall: 0.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.733, kappa: 0.7089, kb_relative_information_score: 0.6374, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.18, weighted_recall: 0.738, number_of_instances: 2000, precision: 0.7333, predictive_accuracy: 0.738, prior_entropy: 3.3219, relative_absolute_error: 0.5787, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.6831, unweighted_recall: 0.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9095, kappa: 0.4883, kb_relative_information_score: 0.1885, mean_absolute_error: 0.168, mean_prior_absolute_error: 0.18, weighted_recall: 0.5395, number_of_instances: 2000, predictive_accuracy: 0.5395, prior_entropy: 3.3219, relative_absolute_error: 0.9334, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2822, root_relative_squared_error: 0.9405, unweighted_recall: 0.5395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.733, kappa: 0.7089, kb_relative_information_score: 0.6374, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.18, weighted_recall: 0.738, number_of_instances: 2000, precision: 0.7333, predictive_accuracy: 0.738, prior_entropy: 3.3219, relative_absolute_error: 0.5787, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.6831, unweighted_recall: 0.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9095, kappa: 0.4883, kb_relative_information_score: 0.1885, mean_absolute_error: 0.168, mean_prior_absolute_error: 0.18, weighted_recall: 0.5395, number_of_instances: 2000, predictive_accuracy: 0.5395, prior_entropy: 3.3219, relative_absolute_error: 0.9334, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2822, root_relative_squared_error: 0.9405, unweighted_recall: 0.5395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.733, kappa: 0.7089, kb_relative_information_score: 0.6374, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.18, weighted_recall: 0.738, number_of_instances: 2000, precision: 0.7333, predictive_accuracy: 0.738, prior_entropy: 3.3219, relative_absolute_error: 0.5787, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.6831, unweighted_recall: 0.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.733, kappa: 0.7089, kb_relative_information_score: 0.6374, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.18, weighted_recall: 0.738, number_of_instances: 2000, precision: 0.7333, predictive_accuracy: 0.738, prior_entropy: 3.3219, relative_absolute_error: 0.5787, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.6831, unweighted_recall: 0.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.733, kappa: 0.7089, kb_relative_information_score: 0.6374, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.18, weighted_recall: 0.738, number_of_instances: 2000, precision: 0.7333, predictive_accuracy: 0.738, prior_entropy: 3.3219, relative_absolute_error: 0.5787, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.6831, unweighted_recall: 0.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9602, f_measure: 0.7365, kappa: 0.71, kb_relative_information_score: 0.6538, mean_absolute_error: 0.1007, mean_prior_absolute_error: 0.18, weighted_recall: 0.739, number_of_instances: 2000, precision: 0.7385, predictive_accuracy: 0.739, prior_entropy: 3.3219, relative_absolute_error: 0.5595, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2022, root_relative_squared_error: 0.6742, unweighted_recall: 0.739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9479, f_measure: 0.6933, kappa: 0.665, kb_relative_information_score: 0.4346, mean_absolute_error: 0.1409, mean_prior_absolute_error: 0.18, weighted_recall: 0.6985, number_of_instances: 2000, precision: 0.7003, predictive_accuracy: 0.6985, prior_entropy: 3.3219, relative_absolute_error: 0.7826, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2465, root_relative_squared_error: 0.8217, unweighted_recall: 0.6985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9479, f_measure: 0.6933, kappa: 0.665, kb_relative_information_score: 0.4346, mean_absolute_error: 0.1409, mean_prior_absolute_error: 0.18, weighted_recall: 0.6985, number_of_instances: 2000, precision: 0.7003, predictive_accuracy: 0.6985, prior_entropy: 3.3219, relative_absolute_error: 0.7826, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2465, root_relative_squared_error: 0.8217, unweighted_recall: 0.6985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.733, kappa: 0.7089, kb_relative_information_score: 0.6374, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.18, weighted_recall: 0.738, number_of_instances: 2000, precision: 0.7333, predictive_accuracy: 0.738, prior_entropy: 3.3219, relative_absolute_error: 0.5787, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.6831, unweighted_recall: 0.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.733, kappa: 0.7089, kb_relative_information_score: 0.6374, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.18, weighted_recall: 0.738, number_of_instances: 2000, precision: 0.7333, predictive_accuracy: 0.738, prior_entropy: 3.3219, relative_absolute_error: 0.5787, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.6831, unweighted_recall: 0.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.733, kappa: 0.7089, kb_relative_information_score: 0.6374, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.18, weighted_recall: 0.738, number_of_instances: 2000, precision: 0.7333, predictive_accuracy: 0.738, prior_entropy: 3.3219, relative_absolute_error: 0.5787, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.6831, unweighted_recall: 0.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9095, kappa: 0.4883, kb_relative_information_score: 0.1885, mean_absolute_error: 0.168, mean_prior_absolute_error: 0.18, weighted_recall: 0.5395, number_of_instances: 2000, predictive_accuracy: 0.5395, prior_entropy: 3.3219, relative_absolute_error: 0.9334, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2822, root_relative_squared_error: 0.9405, unweighted_recall: 0.5395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.733, kappa: 0.7089, kb_relative_information_score: 0.6374, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.18, weighted_recall: 0.738, number_of_instances: 2000, precision: 0.7333, predictive_accuracy: 0.738, prior_entropy: 3.3219, relative_absolute_error: 0.5787, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.6831, unweighted_recall: 0.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.733, kappa: 0.7089, kb_relative_information_score: 0.6374, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.18, weighted_recall: 0.738, number_of_instances: 2000, precision: 0.7333, predictive_accuracy: 0.738, prior_entropy: 3.3219, relative_absolute_error: 0.5787, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.6831, unweighted_recall: 0.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9095, kappa: 0.4883, kb_relative_information_score: 0.1885, mean_absolute_error: 0.168, mean_prior_absolute_error: 0.18, weighted_recall: 0.5395, number_of_instances: 2000, predictive_accuracy: 0.5395, prior_entropy: 3.3219, relative_absolute_error: 0.9334, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2822, root_relative_squared_error: 0.9405, unweighted_recall: 0.5395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.733, kappa: 0.7089, kb_relative_information_score: 0.6374, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.18, weighted_recall: 0.738, number_of_instances: 2000, precision: 0.7333, predictive_accuracy: 0.738, prior_entropy: 3.3219, relative_absolute_error: 0.5787, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.6831, unweighted_recall: 0.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9095, kappa: 0.4883, kb_relative_information_score: 0.1885, mean_absolute_error: 0.168, mean_prior_absolute_error: 0.18, weighted_recall: 0.5395, number_of_instances: 2000, predictive_accuracy: 0.5395, prior_entropy: 3.3219, relative_absolute_error: 0.9334, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2822, root_relative_squared_error: 0.9405, unweighted_recall: 0.5395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.733, kappa: 0.7089, kb_relative_information_score: 0.6374, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.18, weighted_recall: 0.738, number_of_instances: 2000, precision: 0.7333, predictive_accuracy: 0.738, prior_entropy: 3.3219, relative_absolute_error: 0.5787, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.6831, unweighted_recall: 0.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9607, f_measure: 0.7386, kappa: 0.7133, kb_relative_information_score: 0.6717, mean_absolute_error: 0.0957, mean_prior_absolute_error: 0.18, weighted_recall: 0.742, number_of_instances: 2000, precision: 0.7389, predictive_accuracy: 0.742, prior_entropy: 3.3219, relative_absolute_error: 0.5318, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.199, root_relative_squared_error: 0.6632, unweighted_recall: 0.742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9479, f_measure: 0.6933, kappa: 0.665, kb_relative_information_score: 0.4346, mean_absolute_error: 0.1409, mean_prior_absolute_error: 0.18, weighted_recall: 0.6985, number_of_instances: 2000, precision: 0.7003, predictive_accuracy: 0.6985, prior_entropy: 3.3219, relative_absolute_error: 0.7826, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2465, root_relative_squared_error: 0.8217, unweighted_recall: 0.6985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.733, kappa: 0.7089, kb_relative_information_score: 0.6374, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.18, weighted_recall: 0.738, number_of_instances: 2000, precision: 0.7333, predictive_accuracy: 0.738, prior_entropy: 3.3219, relative_absolute_error: 0.5787, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.6831, unweighted_recall: 0.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9607, f_measure: 0.7386, kappa: 0.7133, kb_relative_information_score: 0.6717, mean_absolute_error: 0.0957, mean_prior_absolute_error: 0.18, weighted_recall: 0.742, number_of_instances: 2000, precision: 0.7389, predictive_accuracy: 0.742, prior_entropy: 3.3219, relative_absolute_error: 0.5318, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.199, root_relative_squared_error: 0.6632, unweighted_recall: 0.742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.733, kappa: 0.7089, kb_relative_information_score: 0.6374, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.18, weighted_recall: 0.738, number_of_instances: 2000, precision: 0.7333, predictive_accuracy: 0.738, prior_entropy: 3.3219, relative_absolute_error: 0.5787, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.6831, unweighted_recall: 0.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.733, kappa: 0.7089, kb_relative_information_score: 0.6374, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.18, weighted_recall: 0.738, number_of_instances: 2000, precision: 0.7333, predictive_accuracy: 0.738, prior_entropy: 3.3219, relative_absolute_error: 0.5787, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.6831, unweighted_recall: 0.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9558, f_measure: 0.7165, kappa: 0.6867, kb_relative_information_score: 0.5876, mean_absolute_error: 0.1154, mean_prior_absolute_error: 0.18, weighted_recall: 0.718, number_of_instances: 2000, precision: 0.7232, predictive_accuracy: 0.718, prior_entropy: 3.3219, relative_absolute_error: 0.6409, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2164, root_relative_squared_error: 0.7213, unweighted_recall: 0.718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.733, kappa: 0.7089, kb_relative_information_score: 0.6374, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.18, weighted_recall: 0.738, number_of_instances: 2000, precision: 0.7333, predictive_accuracy: 0.738, prior_entropy: 3.3219, relative_absolute_error: 0.5787, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.6831, unweighted_recall: 0.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.733, kappa: 0.7089, kb_relative_information_score: 0.6374, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.18, weighted_recall: 0.738, number_of_instances: 2000, precision: 0.7333, predictive_accuracy: 0.738, prior_entropy: 3.3219, relative_absolute_error: 0.5787, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.6831, unweighted_recall: 0.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9599, f_measure: 0.7397, kappa: 0.7139, kb_relative_information_score: 0.6753, mean_absolute_error: 0.0947, mean_prior_absolute_error: 0.18, weighted_recall: 0.7425, number_of_instances: 2000, precision: 0.7403, predictive_accuracy: 0.7425, prior_entropy: 3.3219, relative_absolute_error: 0.5259, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1987, root_relative_squared_error: 0.6622, unweighted_recall: 0.7425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9563, f_measure: 0.7091, kappa: 0.6844, kb_relative_information_score: 0.5561, mean_absolute_error: 0.1207, mean_prior_absolute_error: 0.18, weighted_recall: 0.716, number_of_instances: 2000, precision: 0.7109, predictive_accuracy: 0.716, prior_entropy: 3.3219, relative_absolute_error: 0.6707, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2217, root_relative_squared_error: 0.7391, unweighted_recall: 0.716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.733, kappa: 0.7089, kb_relative_information_score: 0.6374, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.18, weighted_recall: 0.738, number_of_instances: 2000, precision: 0.7333, predictive_accuracy: 0.738, prior_entropy: 3.3219, relative_absolute_error: 0.5787, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.6831, unweighted_recall: 0.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.733, kappa: 0.7089, kb_relative_information_score: 0.6374, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.18, weighted_recall: 0.738, number_of_instances: 2000, precision: 0.7333, predictive_accuracy: 0.738, prior_entropy: 3.3219, relative_absolute_error: 0.5787, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.6831, unweighted_recall: 0.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.733, kappa: 0.7089, kb_relative_information_score: 0.6374, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.18, weighted_recall: 0.738, number_of_instances: 2000, precision: 0.7333, predictive_accuracy: 0.738, prior_entropy: 3.3219, relative_absolute_error: 0.5787, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.6831, unweighted_recall: 0.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.733, kappa: 0.7089, kb_relative_information_score: 0.6374, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.18, weighted_recall: 0.738, number_of_instances: 2000, precision: 0.7333, predictive_accuracy: 0.738, prior_entropy: 3.3219, relative_absolute_error: 0.5787, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.6831, unweighted_recall: 0.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9095, kappa: 0.4883, kb_relative_information_score: 0.1885, mean_absolute_error: 0.168, mean_prior_absolute_error: 0.18, weighted_recall: 0.5395, number_of_instances: 2000, predictive_accuracy: 0.5395, prior_entropy: 3.3219, relative_absolute_error: 0.9334, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2822, root_relative_squared_error: 0.9405, unweighted_recall: 0.5395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9601, f_measure: 0.7399, kappa: 0.7144, kb_relative_information_score: 0.6749, mean_absolute_error: 0.0948, mean_prior_absolute_error: 0.18, weighted_recall: 0.743, number_of_instances: 2000, precision: 0.7404, predictive_accuracy: 0.743, prior_entropy: 3.3219, relative_absolute_error: 0.5266, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1987, root_relative_squared_error: 0.6622, unweighted_recall: 0.743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9095, kappa: 0.4883, kb_relative_information_score: 0.1885, mean_absolute_error: 0.168, mean_prior_absolute_error: 0.18, weighted_recall: 0.5395, number_of_instances: 2000, predictive_accuracy: 0.5395, prior_entropy: 3.3219, relative_absolute_error: 0.9334, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2822, root_relative_squared_error: 0.9405, unweighted_recall: 0.5395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.733, kappa: 0.7089, kb_relative_information_score: 0.6374, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.18, weighted_recall: 0.738, number_of_instances: 2000, precision: 0.7333, predictive_accuracy: 0.738, prior_entropy: 3.3219, relative_absolute_error: 0.5787, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.6831, unweighted_recall: 0.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9597, f_measure: 0.7391, kappa: 0.7133, kb_relative_information_score: 0.675, mean_absolute_error: 0.0947, mean_prior_absolute_error: 0.18, weighted_recall: 0.742, number_of_instances: 2000, precision: 0.7395, predictive_accuracy: 0.742, prior_entropy: 3.3219, relative_absolute_error: 0.526, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1988, root_relative_squared_error: 0.6628, unweighted_recall: 0.742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9597, f_measure: 0.7392, kappa: 0.7133, kb_relative_information_score: 0.6751, mean_absolute_error: 0.0947, mean_prior_absolute_error: 0.18, weighted_recall: 0.742, number_of_instances: 2000, precision: 0.7398, predictive_accuracy: 0.742, prior_entropy: 3.3219, relative_absolute_error: 0.5259, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1988, root_relative_squared_error: 0.6627, unweighted_recall: 0.742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9095, kappa: 0.4883, kb_relative_information_score: 0.1885, mean_absolute_error: 0.168, mean_prior_absolute_error: 0.18, weighted_recall: 0.5395, number_of_instances: 2000, predictive_accuracy: 0.5395, prior_entropy: 3.3219, relative_absolute_error: 0.9334, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2822, root_relative_squared_error: 0.9405, unweighted_recall: 0.5395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9602, f_measure: 0.7365, kappa: 0.71, kb_relative_information_score: 0.6538, mean_absolute_error: 0.1007, mean_prior_absolute_error: 0.18, weighted_recall: 0.739, number_of_instances: 2000, precision: 0.7385, predictive_accuracy: 0.739, prior_entropy: 3.3219, relative_absolute_error: 0.5595, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2022, root_relative_squared_error: 0.6742, unweighted_recall: 0.739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9602, f_measure: 0.7365, kappa: 0.71, kb_relative_information_score: 0.6538, mean_absolute_error: 0.1007, mean_prior_absolute_error: 0.18, weighted_recall: 0.739, number_of_instances: 2000, precision: 0.7385, predictive_accuracy: 0.739, prior_entropy: 3.3219, relative_absolute_error: 0.5595, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2022, root_relative_squared_error: 0.6742, unweighted_recall: 0.739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.733, kappa: 0.7089, kb_relative_information_score: 0.6374, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.18, weighted_recall: 0.738, number_of_instances: 2000, precision: 0.7333, predictive_accuracy: 0.738, prior_entropy: 3.3219, relative_absolute_error: 0.5787, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.6831, unweighted_recall: 0.738,

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

OpenML bootcamp

From your own software

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

OpenML APIs