OpenML
Supervised Classification on semeion

Supervised Classification on semeion

Task 9964 Supervised Classification semeion 20292 runs submitted
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  • OpenML-CC18 OpenML100 study_107 study_123 study_14 study_50 study_7 study_98 study_99
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20292 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.3583, kappa: -0.016, kb_relative_information_score: 0.0002, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.18, weighted_recall: 0.0873, number_of_instances: 1593, predictive_accuracy: 0.0873, prior_entropy: 3.3218, relative_absolute_error: 1.0004, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3001, root_relative_squared_error: 1.0005, unweighted_recall: 0.0858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.8601, kappa: 0.8472, kb_relative_information_score: 0.5898, mean_absolute_error: 0.1059, mean_prior_absolute_error: 0.18, weighted_recall: 0.8625, number_of_instances: 1593, precision: 0.8697, predictive_accuracy: 0.8625, prior_entropy: 3.3218, relative_absolute_error: 0.5884, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2054, root_relative_squared_error: 0.6848, unweighted_recall: 0.8618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.486, kappa: -0.0013, kb_relative_information_score: 0.0003, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, weighted_recall: 0.1004, number_of_instances: 1593, predictive_accuracy: 0.1004, prior_entropy: 3.3218, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1, unweighted_recall: 0.0989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4361, kappa: -0.002, kb_relative_information_score: 0.0003, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, weighted_recall: 0.0998, number_of_instances: 1593, predictive_accuracy: 0.0998, prior_entropy: 3.3218, 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: 0.0983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5203, kappa: 0.0642, kb_relative_information_score: 0.0033, mean_absolute_error: 0.1799, mean_prior_absolute_error: 0.18, weighted_recall: 0.1588, number_of_instances: 1593, predictive_accuracy: 0.1588, prior_entropy: 3.3218, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2999, root_relative_squared_error: 0.9995, unweighted_recall: 0.1568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.494, kappa: -0.0013, kb_relative_information_score: 0.0003, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, weighted_recall: 0.1004, number_of_instances: 1593, predictive_accuracy: 0.1004, prior_entropy: 3.3218, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1, unweighted_recall: 0.0989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9417, kappa: 0.9351, kb_relative_information_score: 0.9043, mean_absolute_error: 0.0285, mean_prior_absolute_error: 0.18, weighted_recall: 0.9416, number_of_instances: 1593, precision: 0.9421, predictive_accuracy: 0.9416, prior_entropy: 3.3218, relative_absolute_error: 0.1585, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0999, root_relative_squared_error: 0.3331, unweighted_recall: 0.9414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9221, kappa: 0.9128, kb_relative_information_score: 0.8703, mean_absolute_error: 0.0375, mean_prior_absolute_error: 0.18, weighted_recall: 0.9215, number_of_instances: 1593, precision: 0.9241, predictive_accuracy: 0.9215, prior_entropy: 3.3218, relative_absolute_error: 0.2083, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.119, root_relative_squared_error: 0.3965, unweighted_recall: 0.9214,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9448, kappa: 0.9386, kb_relative_information_score: 0.9069, mean_absolute_error: 0.0279, mean_prior_absolute_error: 0.18, weighted_recall: 0.9448, number_of_instances: 1593, precision: 0.9451, predictive_accuracy: 0.9448, prior_entropy: 3.3218, relative_absolute_error: 0.1548, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0984, root_relative_squared_error: 0.3279, unweighted_recall: 0.9446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4707, kappa: 0.0683, kb_relative_information_score: 0.0013, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, weighted_recall: 0.1626, number_of_instances: 1593, predictive_accuracy: 0.1626, prior_entropy: 3.3218, 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: 0.1605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.495, kappa: -0.0013, kb_relative_information_score: 0.0003, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, weighted_recall: 0.1004, number_of_instances: 1593, predictive_accuracy: 0.1004, prior_entropy: 3.3218, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1, unweighted_recall: 0.0989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4954, kappa: -0.001, kb_relative_information_score: 0.0016, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, weighted_recall: 0.1004, number_of_instances: 1593, predictive_accuracy: 0.1004, prior_entropy: 3.3218, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1, unweighted_recall: 0.0991,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4951, kappa: -0.0013, kb_relative_information_score: 0.0003, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, weighted_recall: 0.1004, number_of_instances: 1593, predictive_accuracy: 0.1004, prior_entropy: 3.3218, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1, unweighted_recall: 0.0989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9181, kappa: 0.9086, kb_relative_information_score: 0.8909, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.18, weighted_recall: 0.9178, number_of_instances: 1593, precision: 0.919, predictive_accuracy: 0.9178, prior_entropy: 3.3218, relative_absolute_error: 0.1714, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1111, root_relative_squared_error: 0.3704, unweighted_recall: 0.9175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4382, kappa: -0.002, kb_relative_information_score: 0.0003, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, weighted_recall: 0.0998, number_of_instances: 1593, predictive_accuracy: 0.0998, prior_entropy: 3.3218, 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: 0.0983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9321, kappa: 0.924, kb_relative_information_score: 0.9081, mean_absolute_error: 0.0251, mean_prior_absolute_error: 0.18, weighted_recall: 0.9316, number_of_instances: 1593, precision: 0.9334, predictive_accuracy: 0.9316, prior_entropy: 3.3218, relative_absolute_error: 0.1393, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1007, root_relative_squared_error: 0.3356, unweighted_recall: 0.9315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6913, f_measure: 0.2424, kappa: 0.1878, kb_relative_information_score: 0.0166, mean_absolute_error: 0.1792, mean_prior_absolute_error: 0.18, weighted_recall: 0.2699, number_of_instances: 1593, precision: 0.8032, predictive_accuracy: 0.2699, prior_entropy: 3.3218, relative_absolute_error: 0.9955, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2987, root_relative_squared_error: 0.9957, unweighted_recall: 0.2671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8929, kappa: 0.1694, kb_relative_information_score: 0.0337, mean_absolute_error: 0.1785, mean_prior_absolute_error: 0.18, weighted_recall: 0.2536, number_of_instances: 1593, predictive_accuracy: 0.2536, prior_entropy: 3.3218, relative_absolute_error: 0.9917, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2977, root_relative_squared_error: 0.9922, unweighted_recall: 0.2506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9612, kappa: 0.9568, kb_relative_information_score: 0.9337, mean_absolute_error: 0.0201, mean_prior_absolute_error: 0.18, weighted_recall: 0.9611, number_of_instances: 1593, precision: 0.9614, predictive_accuracy: 0.9611, prior_entropy: 3.3218, relative_absolute_error: 0.1118, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0821, root_relative_squared_error: 0.2737, unweighted_recall: 0.961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9417, kappa: 0.9351, kb_relative_information_score: 0.9043, mean_absolute_error: 0.0285, mean_prior_absolute_error: 0.18, weighted_recall: 0.9416, number_of_instances: 1593, precision: 0.9421, predictive_accuracy: 0.9416, prior_entropy: 3.3218, relative_absolute_error: 0.1585, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0999, root_relative_squared_error: 0.3331, unweighted_recall: 0.9414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6273, kappa: 0.1131, kb_relative_information_score: 0.0097, mean_absolute_error: 0.1796, mean_prior_absolute_error: 0.18, weighted_recall: 0.2028, number_of_instances: 1593, predictive_accuracy: 0.2028, prior_entropy: 3.3218, relative_absolute_error: 0.9976, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2993, root_relative_squared_error: 0.9977, unweighted_recall: 0.2003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4945, kappa: -0.0013, kb_relative_information_score: 0.0003, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, weighted_recall: 0.1004, number_of_instances: 1593, predictive_accuracy: 0.1004, prior_entropy: 3.3218, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1, unweighted_recall: 0.0989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9562, kappa: 0.9512, kb_relative_information_score: 0.9278, mean_absolute_error: 0.0217, mean_prior_absolute_error: 0.18, weighted_recall: 0.9561, number_of_instances: 1593, precision: 0.9565, predictive_accuracy: 0.9561, prior_entropy: 3.3218, relative_absolute_error: 0.1208, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0867, root_relative_squared_error: 0.2891, unweighted_recall: 0.956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9593, kappa: 0.9547, kb_relative_information_score: 0.9305, mean_absolute_error: 0.0208, mean_prior_absolute_error: 0.18, weighted_recall: 0.9592, number_of_instances: 1593, precision: 0.9597, predictive_accuracy: 0.9592, prior_entropy: 3.3218, relative_absolute_error: 0.1158, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0826, root_relative_squared_error: 0.2755, unweighted_recall: 0.9591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9417, kappa: 0.9351, kb_relative_information_score: 0.9043, mean_absolute_error: 0.0285, mean_prior_absolute_error: 0.18, weighted_recall: 0.9416, number_of_instances: 1593, precision: 0.9421, predictive_accuracy: 0.9416, prior_entropy: 3.3218, relative_absolute_error: 0.1585, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0999, root_relative_squared_error: 0.3331, unweighted_recall: 0.9414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9417, kappa: 0.9351, kb_relative_information_score: 0.9043, mean_absolute_error: 0.0285, mean_prior_absolute_error: 0.18, weighted_recall: 0.9416, number_of_instances: 1593, precision: 0.9421, predictive_accuracy: 0.9416, prior_entropy: 3.3218, relative_absolute_error: 0.1585, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0999, root_relative_squared_error: 0.3331, unweighted_recall: 0.9414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4222, kappa: -0.0027, kb_relative_information_score: 0.0003, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, weighted_recall: 0.0992, number_of_instances: 1593, predictive_accuracy: 0.0992, prior_entropy: 3.3218, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1.0002, unweighted_recall: 0.0977,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.3894, kappa: -0.0216, kb_relative_information_score: 0.0002, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, weighted_recall: 0.0822, number_of_instances: 1593, predictive_accuracy: 0.0822, prior_entropy: 3.3218, 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: 0.0809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9511, f_measure: 0.7052, kappa: 0.6548, kb_relative_information_score: 0.2189, mean_absolute_error: 0.159, mean_prior_absolute_error: 0.18, weighted_recall: 0.6893, number_of_instances: 1593, precision: 0.8262, predictive_accuracy: 0.6893, prior_entropy: 3.3218, relative_absolute_error: 0.8832, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2743, root_relative_squared_error: 0.9143, unweighted_recall: 0.6881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.502, kappa: 0.0014, kb_relative_information_score: 0.0136, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, weighted_recall: 0.1004, number_of_instances: 1593, predictive_accuracy: 0.1004, prior_entropy: 3.3218, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3001, root_relative_squared_error: 1.0004, unweighted_recall: 0.1013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.38, kappa: -0.0021, kb_relative_information_score: 0.0099, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.18, weighted_recall: 0.0973, number_of_instances: 1593, predictive_accuracy: 0.0973, prior_entropy: 3.3218, relative_absolute_error: 1.0004, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3002, root_relative_squared_error: 1.0006, unweighted_recall: 0.0981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.495, kappa: -0.0013, kb_relative_information_score: 0.0003, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, weighted_recall: 0.1004, number_of_instances: 1593, predictive_accuracy: 0.1004, prior_entropy: 3.3218, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1, unweighted_recall: 0.0989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9351, kappa: 0.9275, kb_relative_information_score: 0.9114, mean_absolute_error: 0.0245, mean_prior_absolute_error: 0.18, weighted_recall: 0.9347, number_of_instances: 1593, precision: 0.9359, predictive_accuracy: 0.9347, prior_entropy: 3.3218, relative_absolute_error: 0.1359, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0989, root_relative_squared_error: 0.3297, unweighted_recall: 0.9346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9417, kappa: 0.9351, kb_relative_information_score: 0.9043, mean_absolute_error: 0.0285, mean_prior_absolute_error: 0.18, weighted_recall: 0.9416, number_of_instances: 1593, precision: 0.9421, predictive_accuracy: 0.9416, prior_entropy: 3.3218, relative_absolute_error: 0.1585, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0999, root_relative_squared_error: 0.3331, unweighted_recall: 0.9414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.495, kappa: -0.0013, kb_relative_information_score: 0.0003, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, weighted_recall: 0.1004, number_of_instances: 1593, predictive_accuracy: 0.1004, prior_entropy: 3.3218, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1, unweighted_recall: 0.0989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9448, kappa: 0.9386, kb_relative_information_score: 0.9066, mean_absolute_error: 0.0279, mean_prior_absolute_error: 0.18, weighted_recall: 0.9448, number_of_instances: 1593, precision: 0.9451, predictive_accuracy: 0.9448, prior_entropy: 3.3218, relative_absolute_error: 0.1553, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0986, root_relative_squared_error: 0.3286, unweighted_recall: 0.9446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, f_measure: 0.8391, kappa: 0.82, kb_relative_information_score: 0.7885, mean_absolute_error: 0.0572, mean_prior_absolute_error: 0.18, weighted_recall: 0.838, number_of_instances: 1593, precision: 0.8428, predictive_accuracy: 0.838, prior_entropy: 3.3218, relative_absolute_error: 0.3177, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.156, root_relative_squared_error: 0.52, unweighted_recall: 0.8377,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.553, kappa: 0.0691, kb_relative_information_score: 0.0049, mean_absolute_error: 0.1798, mean_prior_absolute_error: 0.18, weighted_recall: 0.1632, number_of_instances: 1593, predictive_accuracy: 0.1632, prior_entropy: 3.3218, relative_absolute_error: 0.999, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2997, root_relative_squared_error: 0.9991, unweighted_recall: 0.1611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9542, kappa: 0.9491, kb_relative_information_score: 0.9216, mean_absolute_error: 0.0239, mean_prior_absolute_error: 0.18, weighted_recall: 0.9542, number_of_instances: 1593, precision: 0.9545, predictive_accuracy: 0.9542, prior_entropy: 3.3218, relative_absolute_error: 0.1329, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.089, root_relative_squared_error: 0.2968, unweighted_recall: 0.9541,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9008, kappa: 0.8891, kb_relative_information_score: 0.8677, mean_absolute_error: 0.0373, mean_prior_absolute_error: 0.18, weighted_recall: 0.9002, number_of_instances: 1593, precision: 0.9025, predictive_accuracy: 0.9002, prior_entropy: 3.3218, relative_absolute_error: 0.2074, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1232, root_relative_squared_error: 0.4107, unweighted_recall: 0.9,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.8922, kappa: 0.8793, kb_relative_information_score: 0.8632, mean_absolute_error: 0.0384, mean_prior_absolute_error: 0.18, weighted_recall: 0.8914, number_of_instances: 1593, precision: 0.8941, predictive_accuracy: 0.8914, prior_entropy: 3.3218, relative_absolute_error: 0.2135, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1258, root_relative_squared_error: 0.4195, unweighted_recall: 0.8912,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9561, kappa: 0.9512, kb_relative_information_score: 0.9258, mean_absolute_error: 0.0228, mean_prior_absolute_error: 0.18, weighted_recall: 0.9561, number_of_instances: 1593, precision: 0.9562, predictive_accuracy: 0.9561, prior_entropy: 3.3218, relative_absolute_error: 0.1266, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0863, root_relative_squared_error: 0.2878, unweighted_recall: 0.956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9631, kappa: 0.9588, kb_relative_information_score: 0.9372, mean_absolute_error: 0.0195, mean_prior_absolute_error: 0.18, weighted_recall: 0.963, number_of_instances: 1593, precision: 0.9633, predictive_accuracy: 0.963, prior_entropy: 3.3218, relative_absolute_error: 0.1082, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0788, root_relative_squared_error: 0.2625, unweighted_recall: 0.9629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9606, kappa: 0.9561, kb_relative_information_score: 0.9294, mean_absolute_error: 0.021, mean_prior_absolute_error: 0.18, weighted_recall: 0.9605, number_of_instances: 1593, precision: 0.9609, predictive_accuracy: 0.9605, prior_entropy: 3.3218, relative_absolute_error: 0.1165, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0859, root_relative_squared_error: 0.2863, unweighted_recall: 0.9603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.3862, kappa: -0.0188, kb_relative_information_score: 0.0004, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.18, weighted_recall: 0.0847, number_of_instances: 1593, predictive_accuracy: 0.0847, prior_entropy: 3.3218, 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: 0.0834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9287, kappa: 0.9205, kb_relative_information_score: 0.9027, mean_absolute_error: 0.0281, mean_prior_absolute_error: 0.18, weighted_recall: 0.9284, number_of_instances: 1593, precision: 0.9296, predictive_accuracy: 0.9284, prior_entropy: 3.3218, relative_absolute_error: 0.1559, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1043, root_relative_squared_error: 0.3478, unweighted_recall: 0.9282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.96, kappa: 0.9554, kb_relative_information_score: 0.928, mean_absolute_error: 0.0213, mean_prior_absolute_error: 0.18, weighted_recall: 0.9598, number_of_instances: 1593, precision: 0.9603, predictive_accuracy: 0.9598, prior_entropy: 3.3218, relative_absolute_error: 0.1181, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0871, root_relative_squared_error: 0.2903, unweighted_recall: 0.9597,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9561, kappa: 0.9512, kb_relative_information_score: 0.9258, mean_absolute_error: 0.0228, mean_prior_absolute_error: 0.18, weighted_recall: 0.9561, number_of_instances: 1593, precision: 0.9562, predictive_accuracy: 0.9561, prior_entropy: 3.3218, relative_absolute_error: 0.1265, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0863, root_relative_squared_error: 0.2877, unweighted_recall: 0.956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9574, kappa: 0.9526, kb_relative_information_score: 0.9288, mean_absolute_error: 0.022, mean_prior_absolute_error: 0.18, weighted_recall: 0.9573, number_of_instances: 1593, precision: 0.9575, predictive_accuracy: 0.9573, prior_entropy: 3.3218, relative_absolute_error: 0.122, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0844, root_relative_squared_error: 0.2812, unweighted_recall: 0.9573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9543, kappa: 0.9491, kb_relative_information_score: 0.9263, mean_absolute_error: 0.0216, mean_prior_absolute_error: 0.18, weighted_recall: 0.9542, number_of_instances: 1593, precision: 0.9547, predictive_accuracy: 0.9542, prior_entropy: 3.3218, relative_absolute_error: 0.1199, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0884, root_relative_squared_error: 0.2947, unweighted_recall: 0.954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9488, kappa: 0.9428, kb_relative_information_score: 0.9082, mean_absolute_error: 0.0257, mean_prior_absolute_error: 0.18, weighted_recall: 0.9485, number_of_instances: 1593, precision: 0.95, predictive_accuracy: 0.9485, prior_entropy: 3.3218, relative_absolute_error: 0.143, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0971, root_relative_squared_error: 0.3236, unweighted_recall: 0.9485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9436, kappa: 0.9372, kb_relative_information_score: 0.906, mean_absolute_error: 0.0281, mean_prior_absolute_error: 0.18, weighted_recall: 0.9435, number_of_instances: 1593, precision: 0.9439, predictive_accuracy: 0.9435, prior_entropy: 3.3218, relative_absolute_error: 0.1561, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0989, root_relative_squared_error: 0.3297, unweighted_recall: 0.9433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9246, f_measure: 0.6298, kappa: 0.5731, kb_relative_information_score: 0.1616, mean_absolute_error: 0.1655, mean_prior_absolute_error: 0.18, weighted_recall: 0.6158, number_of_instances: 1593, precision: 0.7819, predictive_accuracy: 0.6158, prior_entropy: 3.3218, relative_absolute_error: 0.9194, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.282, root_relative_squared_error: 0.94, unweighted_recall: 0.6143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9332, kappa: 0.9254, kb_relative_information_score: 0.9088, mean_absolute_error: 0.025, mean_prior_absolute_error: 0.18, weighted_recall: 0.9328, number_of_instances: 1593, precision: 0.9342, predictive_accuracy: 0.9328, prior_entropy: 3.3218, relative_absolute_error: 0.1387, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1003, root_relative_squared_error: 0.3345, unweighted_recall: 0.9327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4057, kappa: -0.0068, kb_relative_information_score: 0.0003, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, weighted_recall: 0.0954, number_of_instances: 1593, predictive_accuracy: 0.0954, prior_entropy: 3.3218, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3001, root_relative_squared_error: 1.0002, unweighted_recall: 0.0939,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9375, kappa: 0.9302, kb_relative_information_score: 0.9073, mean_absolute_error: 0.0262, mean_prior_absolute_error: 0.18, weighted_recall: 0.9372, number_of_instances: 1593, precision: 0.9383, predictive_accuracy: 0.9372, prior_entropy: 3.3218, relative_absolute_error: 0.1457, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1018, root_relative_squared_error: 0.3392, unweighted_recall: 0.9371,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.8491, kappa: 0.8312, kb_relative_information_score: 0.807, mean_absolute_error: 0.0528, mean_prior_absolute_error: 0.18, weighted_recall: 0.8481, number_of_instances: 1593, precision: 0.8528, predictive_accuracy: 0.8481, prior_entropy: 3.3218, relative_absolute_error: 0.2932, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1491, root_relative_squared_error: 0.4969, unweighted_recall: 0.8477,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9495, kappa: 0.9435, kb_relative_information_score: 0.9146, mean_absolute_error: 0.024, mean_prior_absolute_error: 0.18, weighted_recall: 0.9492, number_of_instances: 1593, precision: 0.9503, predictive_accuracy: 0.9492, prior_entropy: 3.3218, relative_absolute_error: 0.1334, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0931, root_relative_squared_error: 0.3103, unweighted_recall: 0.949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4409, kappa: -0.002, kb_relative_information_score: 0.0003, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, weighted_recall: 0.0998, number_of_instances: 1593, predictive_accuracy: 0.0998, prior_entropy: 3.3218, 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: 0.0983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4273, kappa: 0.0014, kb_relative_information_score: 0.0124, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, weighted_recall: 0.1004, number_of_instances: 1593, predictive_accuracy: 0.1004, prior_entropy: 3.3218, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3001, root_relative_squared_error: 1.0004, unweighted_recall: 0.1013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8444, kappa: 0.1651, kb_relative_information_score: 0.0392, mean_absolute_error: 0.1779, mean_prior_absolute_error: 0.18, weighted_recall: 0.2498, number_of_instances: 1593, predictive_accuracy: 0.2498, prior_entropy: 3.3218, relative_absolute_error: 0.9885, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2967, root_relative_squared_error: 0.9891, unweighted_recall: 0.2467,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9624, kappa: 0.9581, kb_relative_information_score: 0.9351, mean_absolute_error: 0.0199, mean_prior_absolute_error: 0.18, weighted_recall: 0.9623, number_of_instances: 1593, precision: 0.9626, predictive_accuracy: 0.9623, prior_entropy: 3.3218, relative_absolute_error: 0.1106, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0809, root_relative_squared_error: 0.2697, unweighted_recall: 0.9623,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.495, kappa: -0.0013, kb_relative_information_score: 0.0003, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, weighted_recall: 0.1004, number_of_instances: 1593, predictive_accuracy: 0.1004, prior_entropy: 3.3218, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1, unweighted_recall: 0.0989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.495, kappa: -0.0013, kb_relative_information_score: 0.0003, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, weighted_recall: 0.1004, number_of_instances: 1593, predictive_accuracy: 0.1004, prior_entropy: 3.3218, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1, unweighted_recall: 0.0989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9436, kappa: 0.9372, kb_relative_information_score: 0.905, mean_absolute_error: 0.0283, mean_prior_absolute_error: 0.18, weighted_recall: 0.9435, number_of_instances: 1593, precision: 0.9439, predictive_accuracy: 0.9435, prior_entropy: 3.3218, relative_absolute_error: 0.1575, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0995, root_relative_squared_error: 0.3317, unweighted_recall: 0.9433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9662, kappa: 0.9623, kb_relative_information_score: 0.9392, mean_absolute_error: 0.0187, mean_prior_absolute_error: 0.18, weighted_recall: 0.9661, number_of_instances: 1593, precision: 0.9663, predictive_accuracy: 0.9661, prior_entropy: 3.3218, relative_absolute_error: 0.1039, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0769, root_relative_squared_error: 0.2564, unweighted_recall: 0.966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4951, kappa: -0.0013, kb_relative_information_score: 0.0003, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, weighted_recall: 0.1004, number_of_instances: 1593, predictive_accuracy: 0.1004, prior_entropy: 3.3218, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1, unweighted_recall: 0.0989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9606, kappa: 0.9561, kb_relative_information_score: 0.9292, mean_absolute_error: 0.021, mean_prior_absolute_error: 0.18, weighted_recall: 0.9605, number_of_instances: 1593, precision: 0.9609, predictive_accuracy: 0.9605, prior_entropy: 3.3218, relative_absolute_error: 0.1168, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0861, root_relative_squared_error: 0.287, unweighted_recall: 0.9603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9442, kappa: 0.9379, kb_relative_information_score: 0.9063, mean_absolute_error: 0.028, mean_prior_absolute_error: 0.18, weighted_recall: 0.9441, number_of_instances: 1593, precision: 0.9445, predictive_accuracy: 0.9441, prior_entropy: 3.3218, relative_absolute_error: 0.1556, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0987, root_relative_squared_error: 0.329, unweighted_recall: 0.944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9436, kappa: 0.9372, kb_relative_information_score: 0.9058, mean_absolute_error: 0.0281, mean_prior_absolute_error: 0.18, weighted_recall: 0.9435, number_of_instances: 1593, precision: 0.9439, predictive_accuracy: 0.9435, prior_entropy: 3.3218, relative_absolute_error: 0.1563, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.099, root_relative_squared_error: 0.33, unweighted_recall: 0.9433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9624, kappa: 0.9581, kb_relative_information_score: 0.9339, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.18, weighted_recall: 0.9623, number_of_instances: 1593, precision: 0.9627, predictive_accuracy: 0.9623, prior_entropy: 3.3218, relative_absolute_error: 0.1098, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0814, root_relative_squared_error: 0.2712, unweighted_recall: 0.9623,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9417, kappa: 0.9351, kb_relative_information_score: 0.9043, mean_absolute_error: 0.0285, mean_prior_absolute_error: 0.18, weighted_recall: 0.9416, number_of_instances: 1593, precision: 0.9421, predictive_accuracy: 0.9416, prior_entropy: 3.3218, relative_absolute_error: 0.1585, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0999, root_relative_squared_error: 0.3331, unweighted_recall: 0.9414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.466, kappa: 0.0014, kb_relative_information_score: 0.0124, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, weighted_recall: 0.1004, number_of_instances: 1593, predictive_accuracy: 0.1004, prior_entropy: 3.3218, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3001, root_relative_squared_error: 1.0003, unweighted_recall: 0.1013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9599, kappa: 0.9554, kb_relative_information_score: 0.9354, mean_absolute_error: 0.02, mean_prior_absolute_error: 0.18, weighted_recall: 0.9598, number_of_instances: 1593, precision: 0.96, predictive_accuracy: 0.9598, prior_entropy: 3.3218, relative_absolute_error: 0.1112, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0802, root_relative_squared_error: 0.2673, unweighted_recall: 0.9598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9618, kappa: 0.9575, kb_relative_information_score: 0.9347, mean_absolute_error: 0.02, mean_prior_absolute_error: 0.18, weighted_recall: 0.9617, number_of_instances: 1593, precision: 0.962, predictive_accuracy: 0.9617, prior_entropy: 3.3218, relative_absolute_error: 0.1109, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0812, root_relative_squared_error: 0.2707, unweighted_recall: 0.9616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9519, kappa: 0.9463, kb_relative_information_score: 0.913, mean_absolute_error: 0.0245, mean_prior_absolute_error: 0.18, weighted_recall: 0.9517, number_of_instances: 1593, precision: 0.9528, predictive_accuracy: 0.9517, prior_entropy: 3.3218, relative_absolute_error: 0.1361, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0947, root_relative_squared_error: 0.3156, unweighted_recall: 0.9516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.88, kappa: 0.8654, kb_relative_information_score: 0.8353, mean_absolute_error: 0.0457, mean_prior_absolute_error: 0.18, weighted_recall: 0.8788, number_of_instances: 1593, precision: 0.8841, predictive_accuracy: 0.8788, prior_entropy: 3.3218, relative_absolute_error: 0.2541, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1377, root_relative_squared_error: 0.4589, unweighted_recall: 0.8786,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9417, kappa: 0.9351, kb_relative_information_score: 0.9043, mean_absolute_error: 0.0285, mean_prior_absolute_error: 0.18, weighted_recall: 0.9416, number_of_instances: 1593, precision: 0.9421, predictive_accuracy: 0.9416, prior_entropy: 3.3218, relative_absolute_error: 0.1585, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0999, root_relative_squared_error: 0.3331, unweighted_recall: 0.9414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9655, kappa: 0.9616, kb_relative_information_score: 0.9369, mean_absolute_error: 0.0192, mean_prior_absolute_error: 0.18, weighted_recall: 0.9655, number_of_instances: 1593, precision: 0.9656, predictive_accuracy: 0.9655, prior_entropy: 3.3218, relative_absolute_error: 0.1069, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0785, root_relative_squared_error: 0.2615, unweighted_recall: 0.9654,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9454, kappa: 0.9393, kb_relative_information_score: 0.9078, mean_absolute_error: 0.0276, mean_prior_absolute_error: 0.18, weighted_recall: 0.9454, number_of_instances: 1593, precision: 0.9457, predictive_accuracy: 0.9454, prior_entropy: 3.3218, relative_absolute_error: 0.1534, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0978, root_relative_squared_error: 0.326, unweighted_recall: 0.9452,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4826, kappa: -0.0013, kb_relative_information_score: 0.0003, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, weighted_recall: 0.1004, number_of_instances: 1593, predictive_accuracy: 0.1004, prior_entropy: 3.3218, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1, unweighted_recall: 0.0989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.8751, kappa: 0.8417, kb_relative_information_score: 0.6519, mean_absolute_error: 0.0891, mean_prior_absolute_error: 0.18, weighted_recall: 0.8575, number_of_instances: 1593, precision: 0.919, predictive_accuracy: 0.8575, prior_entropy: 3.3218, relative_absolute_error: 0.4952, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1882, root_relative_squared_error: 0.6272, unweighted_recall: 0.8576,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.948, kappa: 0.9421, kb_relative_information_score: 0.9131, mean_absolute_error: 0.0263, mean_prior_absolute_error: 0.18, weighted_recall: 0.9479, number_of_instances: 1593, precision: 0.9482, predictive_accuracy: 0.9479, prior_entropy: 3.3218, relative_absolute_error: 0.1458, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0944, root_relative_squared_error: 0.3147, unweighted_recall: 0.9478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9417, kappa: 0.9351, kb_relative_information_score: 0.9043, mean_absolute_error: 0.0285, mean_prior_absolute_error: 0.18, weighted_recall: 0.9416, number_of_instances: 1593, precision: 0.9421, predictive_accuracy: 0.9416, prior_entropy: 3.3218, relative_absolute_error: 0.1585, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0999, root_relative_squared_error: 0.3331, unweighted_recall: 0.9414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5548, kappa: 0.0698, kb_relative_information_score: 0.005, mean_absolute_error: 0.1798, mean_prior_absolute_error: 0.18, weighted_recall: 0.1638, number_of_instances: 1593, predictive_accuracy: 0.1638, prior_entropy: 3.3218, relative_absolute_error: 0.999, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2997, root_relative_squared_error: 0.999, unweighted_recall: 0.1618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9599, kappa: 0.9554, kb_relative_information_score: 0.9356, mean_absolute_error: 0.0199, mean_prior_absolute_error: 0.18, weighted_recall: 0.9598, number_of_instances: 1593, precision: 0.96, predictive_accuracy: 0.9598, prior_entropy: 3.3218, relative_absolute_error: 0.1107, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0801, root_relative_squared_error: 0.2671, unweighted_recall: 0.9598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9537, kappa: 0.9484, kb_relative_information_score: 0.9256, mean_absolute_error: 0.0217, mean_prior_absolute_error: 0.18, weighted_recall: 0.9535, number_of_instances: 1593, precision: 0.9541, predictive_accuracy: 0.9535, prior_entropy: 3.3218, relative_absolute_error: 0.1207, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.089, root_relative_squared_error: 0.2966, unweighted_recall: 0.9534,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9593, kappa: 0.9547, kb_relative_information_score: 0.9328, mean_absolute_error: 0.0208, mean_prior_absolute_error: 0.18, weighted_recall: 0.9592, number_of_instances: 1593, precision: 0.9596, predictive_accuracy: 0.9592, prior_entropy: 3.3218, relative_absolute_error: 0.1158, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0818, root_relative_squared_error: 0.2726, unweighted_recall: 0.9591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9436, kappa: 0.9372, kb_relative_information_score: 0.9061, mean_absolute_error: 0.0281, mean_prior_absolute_error: 0.18, weighted_recall: 0.9435, number_of_instances: 1593, precision: 0.9439, predictive_accuracy: 0.9435, prior_entropy: 3.3218, relative_absolute_error: 0.156, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0989, root_relative_squared_error: 0.3296, unweighted_recall: 0.9433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9624, kappa: 0.9581, kb_relative_information_score: 0.9334, mean_absolute_error: 0.0199, mean_prior_absolute_error: 0.18, weighted_recall: 0.9623, number_of_instances: 1593, precision: 0.9627, predictive_accuracy: 0.9623, prior_entropy: 3.3218, relative_absolute_error: 0.1106, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0817, root_relative_squared_error: 0.2725, unweighted_recall: 0.9623,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.495, kappa: -0.0013, kb_relative_information_score: 0.0003, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, weighted_recall: 0.1004, number_of_instances: 1593, predictive_accuracy: 0.1004, prior_entropy: 3.3218, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1, unweighted_recall: 0.0989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.958, kappa: 0.9533, kb_relative_information_score: 0.93, mean_absolute_error: 0.0216, mean_prior_absolute_error: 0.18, weighted_recall: 0.9579, number_of_instances: 1593, precision: 0.9583, predictive_accuracy: 0.9579, prior_entropy: 3.3218, relative_absolute_error: 0.1202, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0836, root_relative_squared_error: 0.2786, unweighted_recall: 0.9579,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9624, kappa: 0.9581, kb_relative_information_score: 0.9352, mean_absolute_error: 0.0194, mean_prior_absolute_error: 0.18, weighted_recall: 0.9623, number_of_instances: 1593, precision: 0.9626, predictive_accuracy: 0.9623, prior_entropy: 3.3218, relative_absolute_error: 0.1078, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0804, root_relative_squared_error: 0.2679, unweighted_recall: 0.9622,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4501, kappa: -0.0013, kb_relative_information_score: 0.0003, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, weighted_recall: 0.1004, number_of_instances: 1593, predictive_accuracy: 0.1004, prior_entropy: 3.3218, 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: 0.0989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9467, kappa: 0.9407, kb_relative_information_score: 0.9105, mean_absolute_error: 0.0269, mean_prior_absolute_error: 0.18, weighted_recall: 0.9466, number_of_instances: 1593, precision: 0.947, predictive_accuracy: 0.9466, prior_entropy: 3.3218, relative_absolute_error: 0.1495, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0961, root_relative_squared_error: 0.3204, unweighted_recall: 0.9465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4385, kappa: -0.002, kb_relative_information_score: 0.0003, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, weighted_recall: 0.0998, number_of_instances: 1593, predictive_accuracy: 0.0998, prior_entropy: 3.3218, 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: 0.0983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9611, kappa: 0.9568, kb_relative_information_score: 0.9306, mean_absolute_error: 0.0208, mean_prior_absolute_error: 0.18, weighted_recall: 0.9611, number_of_instances: 1593, precision: 0.9614, predictive_accuracy: 0.9611, prior_entropy: 3.3218, relative_absolute_error: 0.1154, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0839, root_relative_squared_error: 0.2795, unweighted_recall: 0.961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4832, kappa: -0.0013, kb_relative_information_score: 0.0003, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, weighted_recall: 0.1004, number_of_instances: 1593, predictive_accuracy: 0.1004, prior_entropy: 3.3218, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1, unweighted_recall: 0.0989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.8656, kappa: 0.827, kb_relative_information_score: 0.6084, mean_absolute_error: 0.0981, mean_prior_absolute_error: 0.18, weighted_recall: 0.8443, number_of_instances: 1593, precision: 0.9191, predictive_accuracy: 0.8443, prior_entropy: 3.3218, relative_absolute_error: 0.5452, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1997, root_relative_squared_error: 0.6655, unweighted_recall: 0.8443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9417, kappa: 0.9351, kb_relative_information_score: 0.9043, mean_absolute_error: 0.0285, mean_prior_absolute_error: 0.18, weighted_recall: 0.9416, number_of_instances: 1593, precision: 0.9421, predictive_accuracy: 0.9416, prior_entropy: 3.3218, relative_absolute_error: 0.1585, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0999, root_relative_squared_error: 0.3331, unweighted_recall: 0.9414,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

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

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