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: 0.9782, f_measure: 0.7879, kappa: 0.7301, kb_relative_information_score: 0.3227, mean_absolute_error: 0.1457, mean_prior_absolute_error: 0.18, weighted_recall: 0.7571, number_of_instances: 1593, precision: 0.8964, predictive_accuracy: 0.7571, prior_entropy: 3.3218, relative_absolute_error: 0.8094, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2585, root_relative_squared_error: 0.8616, unweighted_recall: 0.7563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7705, f_measure: 0.446, kappa: 0.3713, kb_relative_information_score: 0.0337, mean_absolute_error: 0.1781, mean_prior_absolute_error: 0.18, weighted_recall: 0.4344, number_of_instances: 1593, precision: 0.6473, predictive_accuracy: 0.4344, prior_entropy: 3.3218, relative_absolute_error: 0.9892, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.297, root_relative_squared_error: 0.9901, unweighted_recall: 0.432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.8645, kappa: 0.8486, kb_relative_information_score: 0.8317, mean_absolute_error: 0.0461, mean_prior_absolute_error: 0.18, weighted_recall: 0.8638, number_of_instances: 1593, precision: 0.8674, predictive_accuracy: 0.8638, prior_entropy: 3.3218, relative_absolute_error: 0.2561, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1413, root_relative_squared_error: 0.471, unweighted_recall: 0.8636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4326, 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: 1.0001, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1.0001, unweighted_recall: 0.0977,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9631, kappa: 0.9588, kb_relative_information_score: 0.9367, mean_absolute_error: 0.0196, 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: 0.1092, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0791, root_relative_squared_error: 0.2636, unweighted_recall: 0.9629,
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: 0.2724, unweighted_recall: 0.9623,
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: 0.3291, unweighted_recall: 0.944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9423, kappa: 0.9358, kb_relative_information_score: 0.9048, mean_absolute_error: 0.0284, mean_prior_absolute_error: 0.18, weighted_recall: 0.9422, number_of_instances: 1593, precision: 0.9427, predictive_accuracy: 0.9422, prior_entropy: 3.3218, relative_absolute_error: 0.1579, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0997, root_relative_squared_error: 0.3322, unweighted_recall: 0.9421,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9504, kappa: 0.9449, kb_relative_information_score: 0.9175, mean_absolute_error: 0.0251, mean_prior_absolute_error: 0.18, weighted_recall: 0.9504, number_of_instances: 1593, precision: 0.9507, predictive_accuracy: 0.9504, prior_entropy: 3.3218, relative_absolute_error: 0.1392, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0917, root_relative_squared_error: 0.3056, unweighted_recall: 0.9503,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4949, 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: 0.9986, f_measure: 0.9561, kappa: 0.9512, kb_relative_information_score: 0.9269, mean_absolute_error: 0.0225, 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: 0.1249, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0856, root_relative_squared_error: 0.2853, unweighted_recall: 0.956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4834, 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: 0.9991, f_measure: 0.9655, kappa: 0.9616, kb_relative_information_score: 0.9379, mean_absolute_error: 0.0189, mean_prior_absolute_error: 0.18, weighted_recall: 0.9655, number_of_instances: 1593, precision: 0.9657, predictive_accuracy: 0.9655, prior_entropy: 3.3218, relative_absolute_error: 0.1053, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0784, root_relative_squared_error: 0.2613, unweighted_recall: 0.9654,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9548, kappa: 0.9498, kb_relative_information_score: 0.9228, mean_absolute_error: 0.0236, mean_prior_absolute_error: 0.18, weighted_recall: 0.9548, number_of_instances: 1593, precision: 0.955, predictive_accuracy: 0.9548, prior_entropy: 3.3218, relative_absolute_error: 0.131, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0882, root_relative_squared_error: 0.294, unweighted_recall: 0.9547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9512, kappa: 0.9456, kb_relative_information_score: 0.9193, mean_absolute_error: 0.0229, mean_prior_absolute_error: 0.18, weighted_recall: 0.951, number_of_instances: 1593, precision: 0.9518, predictive_accuracy: 0.951, prior_entropy: 3.3218, relative_absolute_error: 0.1275, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0914, root_relative_squared_error: 0.3048, unweighted_recall: 0.9509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9423, kappa: 0.9358, kb_relative_information_score: 0.9043, mean_absolute_error: 0.0285, mean_prior_absolute_error: 0.18, weighted_recall: 0.9422, number_of_instances: 1593, precision: 0.9427, predictive_accuracy: 0.9422, prior_entropy: 3.3218, relative_absolute_error: 0.1585, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1, root_relative_squared_error: 0.3332, unweighted_recall: 0.9421,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4326, 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: 1.0001, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1.0001, unweighted_recall: 0.0977,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4946, 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: 0.4951, 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: 0.4805, 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: 0.9085, kappa: 0.2211, kb_relative_information_score: 0.0499, mean_absolute_error: 0.1775, mean_prior_absolute_error: 0.18, weighted_recall: 0.3001, number_of_instances: 1593, predictive_accuracy: 0.3001, prior_entropy: 3.3218, relative_absolute_error: 0.9863, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2962, root_relative_squared_error: 0.9872, unweighted_recall: 0.2966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9507, kappa: 0.9449, kb_relative_information_score: 0.9157, mean_absolute_error: 0.0238, mean_prior_absolute_error: 0.18, weighted_recall: 0.9504, number_of_instances: 1593, precision: 0.9516, predictive_accuracy: 0.9504, prior_entropy: 3.3218, relative_absolute_error: 0.132, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0925, root_relative_squared_error: 0.3084, unweighted_recall: 0.9503,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9655, kappa: 0.9616, kb_relative_information_score: 0.9377, mean_absolute_error: 0.019, 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: 0.1057, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0779, root_relative_squared_error: 0.2596, unweighted_recall: 0.9654,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8894, f_measure: 0.5564, kappa: 0.488, kb_relative_information_score: 0.1147, mean_absolute_error: 0.1705, mean_prior_absolute_error: 0.18, weighted_recall: 0.5392, number_of_instances: 1593, precision: 0.7311, predictive_accuracy: 0.5392, prior_entropy: 3.3218, relative_absolute_error: 0.9474, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2878, root_relative_squared_error: 0.9593, unweighted_recall: 0.5376,
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: 0.9983, f_measure: 0.953, kappa: 0.9477, kb_relative_information_score: 0.9202, mean_absolute_error: 0.0243, mean_prior_absolute_error: 0.18, weighted_recall: 0.9529, number_of_instances: 1593, precision: 0.9532, predictive_accuracy: 0.9529, prior_entropy: 3.3218, relative_absolute_error: 0.135, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0899, root_relative_squared_error: 0.2998, unweighted_recall: 0.9528,
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: 0.9975, f_measure: 0.9442, kappa: 0.9379, kb_relative_information_score: 0.9062, 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: 0.1558, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0988, root_relative_squared_error: 0.3293, unweighted_recall: 0.944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9618, kappa: 0.9575, kb_relative_information_score: 0.9357, mean_absolute_error: 0.0199, mean_prior_absolute_error: 0.18, weighted_recall: 0.9617, number_of_instances: 1593, precision: 0.9619, predictive_accuracy: 0.9617, prior_entropy: 3.3218, relative_absolute_error: 0.1104, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0802, root_relative_squared_error: 0.2673, unweighted_recall: 0.9617,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4949, 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: 0.9282, f_measure: 0.6568, kappa: 0.6067, kb_relative_information_score: 0.5849, mean_absolute_error: 0.103, mean_prior_absolute_error: 0.18, weighted_recall: 0.646, number_of_instances: 1593, precision: 0.6902, predictive_accuracy: 0.646, prior_entropy: 3.3218, relative_absolute_error: 0.5722, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.221, root_relative_squared_error: 0.7368, unweighted_recall: 0.645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8493, f_measure: 0.5084, kappa: 0.4224, kb_relative_information_score: 0.076, mean_absolute_error: 0.1744, mean_prior_absolute_error: 0.18, weighted_recall: 0.4802, number_of_instances: 1593, precision: 0.7148, predictive_accuracy: 0.4802, prior_entropy: 3.3218, relative_absolute_error: 0.9691, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2924, root_relative_squared_error: 0.9745, unweighted_recall: 0.4786,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9517, kappa: 0.9463, kb_relative_information_score: 0.9186, mean_absolute_error: 0.0248, mean_prior_absolute_error: 0.18, weighted_recall: 0.9517, number_of_instances: 1593, precision: 0.9519, predictive_accuracy: 0.9517, prior_entropy: 3.3218, relative_absolute_error: 0.1375, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.091, root_relative_squared_error: 0.3032, unweighted_recall: 0.9515,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9511, kappa: 0.9456, kb_relative_information_score: 0.9189, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.18, weighted_recall: 0.951, number_of_instances: 1593, precision: 0.9514, predictive_accuracy: 0.951, prior_entropy: 3.3218, relative_absolute_error: 0.137, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0908, root_relative_squared_error: 0.3027, unweighted_recall: 0.9509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.8449, kappa: 0.7964, kb_relative_information_score: 0.5077, mean_absolute_error: 0.1169, mean_prior_absolute_error: 0.18, weighted_recall: 0.8167, number_of_instances: 1593, precision: 0.9189, predictive_accuracy: 0.8167, prior_entropy: 3.3218, relative_absolute_error: 0.6497, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2234, root_relative_squared_error: 0.7446, unweighted_recall: 0.8164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9561, kappa: 0.9512, kb_relative_information_score: 0.9289, mean_absolute_error: 0.0219, mean_prior_absolute_error: 0.18, weighted_recall: 0.9561, number_of_instances: 1593, precision: 0.9561, predictive_accuracy: 0.9561, prior_entropy: 3.3218, relative_absolute_error: 0.1219, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0845, root_relative_squared_error: 0.2816, unweighted_recall: 0.956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9649, kappa: 0.9609, kb_relative_information_score: 0.9381, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.18, weighted_recall: 0.9648, number_of_instances: 1593, precision: 0.9651, predictive_accuracy: 0.9648, prior_entropy: 3.3218, relative_absolute_error: 0.1053, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0783, root_relative_squared_error: 0.2608, unweighted_recall: 0.9648,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9555, kappa: 0.9505, kb_relative_information_score: 0.9284, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.18, weighted_recall: 0.9554, number_of_instances: 1593, precision: 0.9557, predictive_accuracy: 0.9554, prior_entropy: 3.3218, relative_absolute_error: 0.1227, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0846, root_relative_squared_error: 0.2819, unweighted_recall: 0.9554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9542, kappa: 0.9491, kb_relative_information_score: 0.9212, mean_absolute_error: 0.024, 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: 0.1335, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0893, root_relative_squared_error: 0.2977, unweighted_recall: 0.9541,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.3708, kappa: -0.0188, kb_relative_information_score: 0.0002, 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: 0.4884, 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: 0.911, 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: 0.1363, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0991, root_relative_squared_error: 0.3303, unweighted_recall: 0.9346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.962, f_measure: 0.7378, kappa: 0.707, kb_relative_information_score: 0.6717, mean_absolute_error: 0.0845, mean_prior_absolute_error: 0.18, weighted_recall: 0.7363, number_of_instances: 1593, precision: 0.7447, predictive_accuracy: 0.7363, prior_entropy: 3.3218, relative_absolute_error: 0.4692, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1966, root_relative_squared_error: 0.6552, unweighted_recall: 0.7359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4935, 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: 0.9049, mean_absolute_error: 0.0284, 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: 0.1576, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0996, root_relative_squared_error: 0.3319, unweighted_recall: 0.9433,
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: 0.9964, f_measure: 0.9279, kappa: 0.9198, kb_relative_information_score: 0.8914, mean_absolute_error: 0.0316, mean_prior_absolute_error: 0.18, weighted_recall: 0.9278, number_of_instances: 1593, precision: 0.9284, predictive_accuracy: 0.9278, prior_entropy: 3.3218, relative_absolute_error: 0.1758, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1076, root_relative_squared_error: 0.3588, unweighted_recall: 0.9276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4933, 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: 0.9042, mean_absolute_error: 0.0286, 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: 0.1586, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1, root_relative_squared_error: 0.3333, unweighted_recall: 0.9414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9449, kappa: 0.9386, kb_relative_information_score: 0.912, mean_absolute_error: 0.0257, mean_prior_absolute_error: 0.18, weighted_recall: 0.9448, number_of_instances: 1593, precision: 0.9454, predictive_accuracy: 0.9448, prior_entropy: 3.3218, relative_absolute_error: 0.1429, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0954, root_relative_squared_error: 0.3179, unweighted_recall: 0.9446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.3833, kappa: -0.0293, kb_relative_information_score: 0.0044, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.18, weighted_recall: 0.0728, number_of_instances: 1593, predictive_accuracy: 0.0728, 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: 0.0734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.9088, kappa: 0.8933, kb_relative_information_score: 0.7965, mean_absolute_error: 0.0551, mean_prior_absolute_error: 0.18, weighted_recall: 0.904, number_of_instances: 1593, precision: 0.9232, predictive_accuracy: 0.904, prior_entropy: 3.3218, relative_absolute_error: 0.3059, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1439, root_relative_squared_error: 0.4798, unweighted_recall: 0.9041,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9618, kappa: 0.9575, kb_relative_information_score: 0.9356, mean_absolute_error: 0.0199, mean_prior_absolute_error: 0.18, weighted_recall: 0.9617, number_of_instances: 1593, precision: 0.9619, predictive_accuracy: 0.9617, prior_entropy: 3.3218, relative_absolute_error: 0.1106, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0803, root_relative_squared_error: 0.2676, unweighted_recall: 0.9617,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9475, kappa: 0.9414, kb_relative_information_score: 0.9206, mean_absolute_error: 0.0227, mean_prior_absolute_error: 0.18, weighted_recall: 0.9473, number_of_instances: 1593, precision: 0.9481, predictive_accuracy: 0.9473, prior_entropy: 3.3218, relative_absolute_error: 0.1262, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0928, root_relative_squared_error: 0.3093, unweighted_recall: 0.9471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9543, f_measure: 0.4114, kappa: 0.4162, kb_relative_information_score: 0.1758, mean_absolute_error: 0.1681, mean_prior_absolute_error: 0.18, weighted_recall: 0.4752, number_of_instances: 1593, precision: 0.6801, predictive_accuracy: 0.4752, prior_entropy: 3.3218, relative_absolute_error: 0.934, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2826, root_relative_squared_error: 0.9418, unweighted_recall: 0.4714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4428, kappa: 0.0014, kb_relative_information_score: 0.0119, 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: 0.4949, 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: 0.4004, kappa: -0.0118, kb_relative_information_score: 0.0003, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, weighted_recall: 0.091, number_of_instances: 1593, predictive_accuracy: 0.091, 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: 0.0896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9394, kappa: 0.9323, kb_relative_information_score: 0.9155, mean_absolute_error: 0.0237, mean_prior_absolute_error: 0.18, weighted_recall: 0.9391, number_of_instances: 1593, precision: 0.9401, predictive_accuracy: 0.9391, prior_entropy: 3.3218, relative_absolute_error: 0.1317, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0964, root_relative_squared_error: 0.3213, unweighted_recall: 0.939,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9213, kappa: 0.9107, kb_relative_information_score: 0.8785, mean_absolute_error: 0.0325, mean_prior_absolute_error: 0.18, weighted_recall: 0.9196, number_of_instances: 1593, precision: 0.9255, predictive_accuracy: 0.9196, prior_entropy: 3.3218, relative_absolute_error: 0.1807, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1135, root_relative_squared_error: 0.3783, unweighted_recall: 0.9197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.888, kappa: 0.8752, kb_relative_information_score: 0.8051, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.18, weighted_recall: 0.8876, number_of_instances: 1593, precision: 0.8898, predictive_accuracy: 0.8876, prior_entropy: 3.3218, relative_absolute_error: 0.3118, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1464, root_relative_squared_error: 0.4881, unweighted_recall: 0.8876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.3863, kappa: -0.0195, kb_relative_information_score: 0.0004, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.18, weighted_recall: 0.0841, number_of_instances: 1593, predictive_accuracy: 0.0841, 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: 0.0827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.94, kappa: 0.933, kb_relative_information_score: 0.9158, mean_absolute_error: 0.0236, mean_prior_absolute_error: 0.18, weighted_recall: 0.9397, number_of_instances: 1593, precision: 0.9407, predictive_accuracy: 0.9397, prior_entropy: 3.3218, relative_absolute_error: 0.1313, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0962, root_relative_squared_error: 0.3205, unweighted_recall: 0.9396,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9454, kappa: 0.9393, kb_relative_information_score: 0.9079, 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: 0.1533, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0978, root_relative_squared_error: 0.3258, unweighted_recall: 0.9452,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7112, f_measure: 0.2995, kappa: 0.2368, kb_relative_information_score: 0.02, mean_absolute_error: 0.179, mean_prior_absolute_error: 0.18, weighted_recall: 0.3139, number_of_instances: 1593, precision: 0.768, predictive_accuracy: 0.3139, prior_entropy: 3.3218, relative_absolute_error: 0.9944, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2984, root_relative_squared_error: 0.9946, unweighted_recall: 0.311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4417, kappa: 0.02, kb_relative_information_score: 0.0009, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, weighted_recall: 0.1193, number_of_instances: 1593, predictive_accuracy: 0.1193, 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: 0.1176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9574, kappa: 0.9526, kb_relative_information_score: 0.9302, mean_absolute_error: 0.0216, mean_prior_absolute_error: 0.18, weighted_recall: 0.9573, number_of_instances: 1593, precision: 0.9577, predictive_accuracy: 0.9573, prior_entropy: 3.3218, relative_absolute_error: 0.1198, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0834, root_relative_squared_error: 0.2781, unweighted_recall: 0.9573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5023, kappa: 0.0014, kb_relative_information_score: 0.0134, 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: 0.9851, f_measure: 0.8433, kappa: 0.8256, kb_relative_information_score: 0.7669, mean_absolute_error: 0.0666, mean_prior_absolute_error: 0.18, weighted_recall: 0.8431, number_of_instances: 1593, precision: 0.8497, predictive_accuracy: 0.8431, prior_entropy: 3.3218, relative_absolute_error: 0.3699, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.161, root_relative_squared_error: 0.5367, unweighted_recall: 0.8429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9606, kappa: 0.9561, kb_relative_information_score: 0.9296, mean_absolute_error: 0.0209, 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: 0.1163, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0857, root_relative_squared_error: 0.2858, unweighted_recall: 0.9603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8719, f_measure: 0.538, kappa: 0.4615, kb_relative_information_score: 0.0961, mean_absolute_error: 0.1724, mean_prior_absolute_error: 0.18, weighted_recall: 0.5154, number_of_instances: 1593, precision: 0.7269, predictive_accuracy: 0.5154, prior_entropy: 3.3218, relative_absolute_error: 0.9581, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.29, root_relative_squared_error: 0.9667, unweighted_recall: 0.5137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4326, 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: 1.0001, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1.0001, unweighted_recall: 0.0977,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9618, kappa: 0.9575, kb_relative_information_score: 0.9306, mean_absolute_error: 0.0207, 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: 0.1152, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0849, root_relative_squared_error: 0.283, unweighted_recall: 0.9616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9606, kappa: 0.9561, kb_relative_information_score: 0.9296, mean_absolute_error: 0.0209, 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: 0.1163, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0858, root_relative_squared_error: 0.2858, unweighted_recall: 0.9603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9431, kappa: 0.9365, kb_relative_information_score: 0.9104, mean_absolute_error: 0.0261, mean_prior_absolute_error: 0.18, weighted_recall: 0.9429, number_of_instances: 1593, precision: 0.9436, predictive_accuracy: 0.9429, prior_entropy: 3.3218, relative_absolute_error: 0.1452, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0963, root_relative_squared_error: 0.3209, unweighted_recall: 0.9427,
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: 0.9978, f_measure: 0.9455, kappa: 0.9393, kb_relative_information_score: 0.9117, mean_absolute_error: 0.0265, 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: 0.1473, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0953, root_relative_squared_error: 0.3178, unweighted_recall: 0.9453,
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: 0.4433, 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: 0.4327, kappa: 0.0014, kb_relative_information_score: 0.011, 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: 0.3828, kappa: -0.0209, kb_relative_information_score: 0.0002, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.18, weighted_recall: 0.0829, number_of_instances: 1593, predictive_accuracy: 0.0829, 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: 0.0815,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4919, 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: 0.9869, f_measure: 0.8474, kappa: 0.8298, kb_relative_information_score: 0.8004, mean_absolute_error: 0.0554, mean_prior_absolute_error: 0.18, weighted_recall: 0.8468, number_of_instances: 1593, precision: 0.8534, predictive_accuracy: 0.8468, prior_entropy: 3.3218, relative_absolute_error: 0.3078, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1519, root_relative_squared_error: 0.5062, unweighted_recall: 0.8467,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9531, kappa: 0.9477, kb_relative_information_score: 0.9181, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.18, weighted_recall: 0.9529, number_of_instances: 1593, precision: 0.9539, predictive_accuracy: 0.9529, prior_entropy: 3.3218, relative_absolute_error: 0.1289, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0913, root_relative_squared_error: 0.3042, unweighted_recall: 0.9528,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9618, kappa: 0.9575, kb_relative_information_score: 0.935, mean_absolute_error: 0.0199, 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: 0.1108, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.081, root_relative_squared_error: 0.2701, unweighted_recall: 0.9616,
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: 0.9986, f_measure: 0.96, kappa: 0.9554, kb_relative_information_score: 0.9282, mean_absolute_error: 0.0212, 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: 0.1178, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0869, root_relative_squared_error: 0.2896, unweighted_recall: 0.9597,
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: 0.9623, f_measure: 0.7364, kappa: 0.6896, kb_relative_information_score: 0.2518, mean_absolute_error: 0.155, mean_prior_absolute_error: 0.18, weighted_recall: 0.7207, number_of_instances: 1593, precision: 0.8405, predictive_accuracy: 0.7207, prior_entropy: 3.3218, relative_absolute_error: 0.8609, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2695, root_relative_squared_error: 0.8985, unweighted_recall: 0.7197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.8765, kappa: 0.864, kb_relative_information_score: 0.7177, mean_absolute_error: 0.0794, mean_prior_absolute_error: 0.18, weighted_recall: 0.8776, number_of_instances: 1593, precision: 0.8789, predictive_accuracy: 0.8776, prior_entropy: 3.3218, relative_absolute_error: 0.4411, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1719, root_relative_squared_error: 0.5732, unweighted_recall: 0.8772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4586, 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: 0.4799, 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: 0.9982, f_measure: 0.9475, kappa: 0.9414, kb_relative_information_score: 0.9212, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.18, weighted_recall: 0.9473, number_of_instances: 1593, precision: 0.9482, predictive_accuracy: 0.9473, prior_entropy: 3.3218, relative_absolute_error: 0.1255, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0924, root_relative_squared_error: 0.3079, unweighted_recall: 0.9471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4917, 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: 0.9568, kappa: 0.9519, kb_relative_information_score: 0.9306, mean_absolute_error: 0.0214, mean_prior_absolute_error: 0.18, weighted_recall: 0.9567, number_of_instances: 1593, precision: 0.957, predictive_accuracy: 0.9567, prior_entropy: 3.3218, relative_absolute_error: 0.1191, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0831, root_relative_squared_error: 0.2771, unweighted_recall: 0.9566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9618, kappa: 0.9575, kb_relative_information_score: 0.9348, 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: 0.2706, unweighted_recall: 0.9616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4162, kappa: -0.0047, kb_relative_information_score: 0.0003, mean_absolute_error: 0.18, 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: 1.0002, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3001, root_relative_squared_error: 1.0002, unweighted_recall: 0.0958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.3738, kappa: -0.0091, kb_relative_information_score: 0.009, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.18, weighted_recall: 0.091, number_of_instances: 1593, predictive_accuracy: 0.091, 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: 0.0918,

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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