Task
Supervised Classification on semeion

Supervised Classification on semeion

Task 9964 Supervised Classification semeion 18150 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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18150 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9442, kappa: 0.9379, kb_relative_information_score: 0.8481, mean_absolute_error: 0.0528, mean_prior_absolute_error: 0.18, weighted_recall: 0.9441, number_of_instances: 1593, precision: 0.9449, predictive_accuracy: 0.9441, prior_entropy: 3.3218, relative_absolute_error: 0.2932, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.126, root_relative_squared_error: 0.4199, unweighted_recall: 0.9439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9392, kappa: 0.9323, kb_relative_information_score: 0.9045, mean_absolute_error: 0.0284, mean_prior_absolute_error: 0.18, weighted_recall: 0.9391, number_of_instances: 1593, precision: 0.9397, predictive_accuracy: 0.9391, prior_entropy: 3.3218, relative_absolute_error: 0.1578, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0999, root_relative_squared_error: 0.3329, unweighted_recall: 0.9389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9442, kappa: 0.9379, kb_relative_information_score: 0.8481, mean_absolute_error: 0.0528, mean_prior_absolute_error: 0.18, weighted_recall: 0.9441, number_of_instances: 1593, precision: 0.9449, predictive_accuracy: 0.9441, prior_entropy: 3.3218, relative_absolute_error: 0.2932, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.126, root_relative_squared_error: 0.4199, unweighted_recall: 0.9439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9399, kappa: 0.933, kb_relative_information_score: 0.9047, mean_absolute_error: 0.0284, mean_prior_absolute_error: 0.18, weighted_recall: 0.9397, number_of_instances: 1593, precision: 0.9403, predictive_accuracy: 0.9397, prior_entropy: 3.3218, relative_absolute_error: 0.1577, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0999, root_relative_squared_error: 0.333, unweighted_recall: 0.9395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9442, kappa: 0.9379, kb_relative_information_score: 0.8481, mean_absolute_error: 0.0528, mean_prior_absolute_error: 0.18, weighted_recall: 0.9441, number_of_instances: 1593, precision: 0.9449, predictive_accuracy: 0.9441, prior_entropy: 3.3218, relative_absolute_error: 0.2932, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.126, root_relative_squared_error: 0.4199, unweighted_recall: 0.9439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9405, kappa: 0.9337, kb_relative_information_score: 0.9041, mean_absolute_error: 0.0286, mean_prior_absolute_error: 0.18, weighted_recall: 0.9404, number_of_instances: 1593, precision: 0.9409, predictive_accuracy: 0.9404, prior_entropy: 3.3218, relative_absolute_error: 0.1587, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1002, root_relative_squared_error: 0.334, unweighted_recall: 0.9401,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9386, kappa: 0.9316, kb_relative_information_score: 0.9385, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.18, weighted_recall: 0.9385, number_of_instances: 1593, precision: 0.9392, predictive_accuracy: 0.9385, prior_entropy: 3.3218, relative_absolute_error: 0.0807, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0962, root_relative_squared_error: 0.3207, unweighted_recall: 0.9383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9417, kappa: 0.9351, kb_relative_information_score: 0.939, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.18, weighted_recall: 0.9416, number_of_instances: 1593, precision: 0.9423, predictive_accuracy: 0.9416, prior_entropy: 3.3218, relative_absolute_error: 0.0788, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0961, root_relative_squared_error: 0.3205, unweighted_recall: 0.9414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9423, kappa: 0.9358, kb_relative_information_score: 0.9394, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.18, weighted_recall: 0.9422, number_of_instances: 1593, precision: 0.943, predictive_accuracy: 0.9422, prior_entropy: 3.3218, relative_absolute_error: 0.0771, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0961, root_relative_squared_error: 0.3203, unweighted_recall: 0.9421,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9404, kappa: 0.9337, kb_relative_information_score: 0.9379, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.18, weighted_recall: 0.9404, number_of_instances: 1593, precision: 0.941, predictive_accuracy: 0.9404, prior_entropy: 3.3218, relative_absolute_error: 0.0772, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0987, root_relative_squared_error: 0.3289, unweighted_recall: 0.9403,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9417, kappa: 0.9351, kb_relative_information_score: 0.939, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.18, weighted_recall: 0.9416, number_of_instances: 1593, precision: 0.9423, predictive_accuracy: 0.9416, prior_entropy: 3.3218, relative_absolute_error: 0.0788, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0961, root_relative_squared_error: 0.3205, unweighted_recall: 0.9414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9404, kappa: 0.9337, kb_relative_information_score: 0.9379, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.18, weighted_recall: 0.9404, number_of_instances: 1593, precision: 0.941, predictive_accuracy: 0.9404, prior_entropy: 3.3218, relative_absolute_error: 0.0772, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0987, root_relative_squared_error: 0.3289, unweighted_recall: 0.9403,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9423, kappa: 0.9358, kb_relative_information_score: 0.9394, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.18, weighted_recall: 0.9422, number_of_instances: 1593, precision: 0.943, predictive_accuracy: 0.9422, prior_entropy: 3.3218, relative_absolute_error: 0.0772, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0959, root_relative_squared_error: 0.3195, unweighted_recall: 0.9421,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9386, kappa: 0.9316, kb_relative_information_score: 0.9385, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.18, weighted_recall: 0.9385, number_of_instances: 1593, precision: 0.9392, predictive_accuracy: 0.9385, prior_entropy: 3.3218, relative_absolute_error: 0.0807, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0962, root_relative_squared_error: 0.3207, unweighted_recall: 0.9383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9417, kappa: 0.9351, kb_relative_information_score: 0.939, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.18, weighted_recall: 0.9416, number_of_instances: 1593, precision: 0.9423, predictive_accuracy: 0.9416, prior_entropy: 3.3218, relative_absolute_error: 0.0787, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0964, root_relative_squared_error: 0.3212, unweighted_recall: 0.9414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9404, kappa: 0.9337, kb_relative_information_score: 0.9379, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.18, weighted_recall: 0.9404, number_of_instances: 1593, precision: 0.941, predictive_accuracy: 0.9404, prior_entropy: 3.3218, relative_absolute_error: 0.0772, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0987, root_relative_squared_error: 0.3289, unweighted_recall: 0.9403,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9423, kappa: 0.9358, kb_relative_information_score: 0.9394, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.18, weighted_recall: 0.9422, number_of_instances: 1593, precision: 0.943, predictive_accuracy: 0.9422, prior_entropy: 3.3218, relative_absolute_error: 0.0772, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0959, root_relative_squared_error: 0.3195, unweighted_recall: 0.9421,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9386, kappa: 0.9316, kb_relative_information_score: 0.9385, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.18, weighted_recall: 0.9385, number_of_instances: 1593, precision: 0.9392, predictive_accuracy: 0.9385, prior_entropy: 3.3218, relative_absolute_error: 0.0807, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0962, root_relative_squared_error: 0.3207, unweighted_recall: 0.9383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9386, kappa: 0.9316, kb_relative_information_score: 0.9385, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.18, weighted_recall: 0.9385, number_of_instances: 1593, precision: 0.9392, predictive_accuracy: 0.9385, prior_entropy: 3.3218, relative_absolute_error: 0.0807, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0962, root_relative_squared_error: 0.3207, unweighted_recall: 0.9383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9386, kappa: 0.9316, kb_relative_information_score: 0.9385, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.18, weighted_recall: 0.9385, number_of_instances: 1593, precision: 0.9392, predictive_accuracy: 0.9385, prior_entropy: 3.3218, relative_absolute_error: 0.0807, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0962, root_relative_squared_error: 0.3207, unweighted_recall: 0.9383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9386, kappa: 0.9316, kb_relative_information_score: 0.9385, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.18, weighted_recall: 0.9385, number_of_instances: 1593, precision: 0.9392, predictive_accuracy: 0.9385, prior_entropy: 3.3218, relative_absolute_error: 0.0807, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0962, root_relative_squared_error: 0.3207, unweighted_recall: 0.9383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9386, kappa: 0.9316, kb_relative_information_score: 0.9385, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.18, weighted_recall: 0.9385, number_of_instances: 1593, precision: 0.9392, predictive_accuracy: 0.9385, prior_entropy: 3.3218, relative_absolute_error: 0.0807, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0962, root_relative_squared_error: 0.3207, unweighted_recall: 0.9383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9386, kappa: 0.9316, kb_relative_information_score: 0.9385, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.18, weighted_recall: 0.9385, number_of_instances: 1593, precision: 0.9392, predictive_accuracy: 0.9385, prior_entropy: 3.3218, relative_absolute_error: 0.0807, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0962, root_relative_squared_error: 0.3207, unweighted_recall: 0.9383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9423, kappa: 0.9358, kb_relative_information_score: 0.9394, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.18, weighted_recall: 0.9422, number_of_instances: 1593, precision: 0.943, predictive_accuracy: 0.9422, prior_entropy: 3.3218, relative_absolute_error: 0.0772, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0959, root_relative_squared_error: 0.3195, unweighted_recall: 0.9421,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9417, kappa: 0.9351, kb_relative_information_score: 0.939, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.18, weighted_recall: 0.9416, number_of_instances: 1593, precision: 0.9423, predictive_accuracy: 0.9416, prior_entropy: 3.3218, relative_absolute_error: 0.0787, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0964, root_relative_squared_error: 0.3212, unweighted_recall: 0.9414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9404, kappa: 0.9337, kb_relative_information_score: 0.9379, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.18, weighted_recall: 0.9404, number_of_instances: 1593, precision: 0.941, predictive_accuracy: 0.9404, prior_entropy: 3.3218, relative_absolute_error: 0.0772, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0987, root_relative_squared_error: 0.3289, unweighted_recall: 0.9403,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.9229, kappa: 0.9142, kb_relative_information_score: 0.8887, mean_absolute_error: 0.0326, mean_prior_absolute_error: 0.18, weighted_recall: 0.9228, number_of_instances: 1593, precision: 0.9238, predictive_accuracy: 0.9228, prior_entropy: 3.3218, relative_absolute_error: 0.1813, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1092, root_relative_squared_error: 0.3642, unweighted_recall: 0.9225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4624, kappa: 0.0014, kb_relative_information_score: 0.0132, 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: 0.9968, f_measure: 0.9386, kappa: 0.9316, kb_relative_information_score: 0.9385, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.18, weighted_recall: 0.9385, number_of_instances: 1593, precision: 0.9392, predictive_accuracy: 0.9385, prior_entropy: 3.3218, relative_absolute_error: 0.0807, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0962, root_relative_squared_error: 0.3207, unweighted_recall: 0.9383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9386, kappa: 0.9316, kb_relative_information_score: 0.9385, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.18, weighted_recall: 0.9385, number_of_instances: 1593, precision: 0.9392, predictive_accuracy: 0.9385, prior_entropy: 3.3218, relative_absolute_error: 0.0807, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0962, root_relative_squared_error: 0.3207, unweighted_recall: 0.9383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9386, kappa: 0.9316, kb_relative_information_score: 0.9385, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.18, weighted_recall: 0.9385, number_of_instances: 1593, precision: 0.9392, predictive_accuracy: 0.9385, prior_entropy: 3.3218, relative_absolute_error: 0.0807, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0962, root_relative_squared_error: 0.3207, unweighted_recall: 0.9383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9423, kappa: 0.9358, kb_relative_information_score: 0.9394, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.18, weighted_recall: 0.9422, number_of_instances: 1593, precision: 0.943, predictive_accuracy: 0.9422, prior_entropy: 3.3218, relative_absolute_error: 0.0772, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0959, root_relative_squared_error: 0.3195, unweighted_recall: 0.9421,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9404, kappa: 0.9337, kb_relative_information_score: 0.9375, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.18, weighted_recall: 0.9404, number_of_instances: 1593, precision: 0.9409, predictive_accuracy: 0.9404, prior_entropy: 3.3218, relative_absolute_error: 0.0812, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0967, root_relative_squared_error: 0.3223, unweighted_recall: 0.9402,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9404, kappa: 0.9337, kb_relative_information_score: 0.9379, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.18, weighted_recall: 0.9404, number_of_instances: 1593, precision: 0.941, predictive_accuracy: 0.9404, prior_entropy: 3.3218, relative_absolute_error: 0.0772, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0987, root_relative_squared_error: 0.3289, unweighted_recall: 0.9403,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9624, kappa: 0.9581, kb_relative_information_score: 0.9331, mean_absolute_error: 0.02, 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: 0.1111, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.082, root_relative_squared_error: 0.2733, 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: 0.9974, 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: 0.9977, f_measure: 0.946, kappa: 0.94, kb_relative_information_score: 0.9093, mean_absolute_error: 0.0272, mean_prior_absolute_error: 0.18, weighted_recall: 0.946, number_of_instances: 1593, precision: 0.9463, predictive_accuracy: 0.946, prior_entropy: 3.3218, relative_absolute_error: 0.1512, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0969, root_relative_squared_error: 0.3228, unweighted_recall: 0.9458,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9618, kappa: 0.9575, kb_relative_information_score: 0.9352, 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: 0.1105, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0808, root_relative_squared_error: 0.2692, unweighted_recall: 0.9616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9448, kappa: 0.9386, kb_relative_information_score: 0.9073, mean_absolute_error: 0.0278, 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: 0.1543, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0981, root_relative_squared_error: 0.3271, unweighted_recall: 0.9446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9379, kappa: 0.9309, kb_relative_information_score: 0.9111, mean_absolute_error: 0.0264, mean_prior_absolute_error: 0.18, weighted_recall: 0.9379, number_of_instances: 1593, precision: 0.9385, predictive_accuracy: 0.9379, prior_entropy: 3.3218, relative_absolute_error: 0.1468, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.097, root_relative_squared_error: 0.3233, unweighted_recall: 0.9377,
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: 0.3785, kappa: -0.016, kb_relative_information_score: 0.0003, 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: 1.0004, unweighted_recall: 0.0858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9599, kappa: 0.9554, kb_relative_information_score: 0.9344, mean_absolute_error: 0.0204, 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: 0.1132, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0808, root_relative_squared_error: 0.2692, unweighted_recall: 0.9598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.95, kappa: 0.9442, kb_relative_information_score: 0.91, mean_absolute_error: 0.0253, mean_prior_absolute_error: 0.18, weighted_recall: 0.9498, number_of_instances: 1593, precision: 0.9511, predictive_accuracy: 0.9498, prior_entropy: 3.3218, relative_absolute_error: 0.1403, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0961, root_relative_squared_error: 0.3205, unweighted_recall: 0.9498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8416, f_measure: 0.4026, kappa: 0.3445, kb_relative_information_score: 0.3267, mean_absolute_error: 0.1502, mean_prior_absolute_error: 0.18, weighted_recall: 0.4099, number_of_instances: 1593, precision: 0.4742, predictive_accuracy: 0.4099, prior_entropy: 3.3218, relative_absolute_error: 0.8345, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2727, root_relative_squared_error: 0.9092, unweighted_recall: 0.4105,
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: 0.0818, root_relative_squared_error: 0.2725, unweighted_recall: 0.9623,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9549, kappa: 0.9498, kb_relative_information_score: 0.9271, mean_absolute_error: 0.0219, mean_prior_absolute_error: 0.18, weighted_recall: 0.9548, number_of_instances: 1593, precision: 0.9552, predictive_accuracy: 0.9548, prior_entropy: 3.3218, relative_absolute_error: 0.1215, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0873, root_relative_squared_error: 0.291, unweighted_recall: 0.9547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.8797, kappa: 0.8654, kb_relative_information_score: 0.8485, mean_absolute_error: 0.0419, mean_prior_absolute_error: 0.18, weighted_recall: 0.8788, number_of_instances: 1593, precision: 0.8819, predictive_accuracy: 0.8788, prior_entropy: 3.3218, relative_absolute_error: 0.233, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1333, root_relative_squared_error: 0.4445, unweighted_recall: 0.8786,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9568, kappa: 0.9519, kb_relative_information_score: 0.9313, mean_absolute_error: 0.0213, 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: 0.1182, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0827, root_relative_squared_error: 0.2758, unweighted_recall: 0.9566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9513, kappa: 0.9456, kb_relative_information_score: 0.9172, mean_absolute_error: 0.0234, mean_prior_absolute_error: 0.18, weighted_recall: 0.951, number_of_instances: 1593, precision: 0.9521, predictive_accuracy: 0.951, prior_entropy: 3.3218, relative_absolute_error: 0.13, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0917, root_relative_squared_error: 0.3058, unweighted_recall: 0.9509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9055, f_measure: 0.4997, kappa: 0.4433, kb_relative_information_score: 0.4496, mean_absolute_error: 0.1307, mean_prior_absolute_error: 0.18, weighted_recall: 0.4991, number_of_instances: 1593, precision: 0.5199, predictive_accuracy: 0.4991, prior_entropy: 3.3218, relative_absolute_error: 0.726, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2522, root_relative_squared_error: 0.8406, unweighted_recall: 0.4987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4478, 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: 0.9985, f_measure: 0.9599, kappa: 0.9554, kb_relative_information_score: 0.9261, mean_absolute_error: 0.022, mean_prior_absolute_error: 0.18, weighted_recall: 0.9598, number_of_instances: 1593, precision: 0.9601, predictive_accuracy: 0.9598, prior_entropy: 3.3218, relative_absolute_error: 0.1224, 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: 0.9978, f_measure: 0.9424, kappa: 0.9358, kb_relative_information_score: 0.9161, mean_absolute_error: 0.025, mean_prior_absolute_error: 0.18, weighted_recall: 0.9422, number_of_instances: 1593, precision: 0.9429, predictive_accuracy: 0.9422, prior_entropy: 3.3218, relative_absolute_error: 0.1391, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.094, root_relative_squared_error: 0.3134, unweighted_recall: 0.9421,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9388, kappa: 0.9316, kb_relative_information_score: 0.9153, mean_absolute_error: 0.0237, mean_prior_absolute_error: 0.18, weighted_recall: 0.9385, number_of_instances: 1593, precision: 0.9395, predictive_accuracy: 0.9385, prior_entropy: 3.3218, relative_absolute_error: 0.1318, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0965, root_relative_squared_error: 0.3216, unweighted_recall: 0.9383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9599, kappa: 0.9554, kb_relative_information_score: 0.9345, mean_absolute_error: 0.0203, 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: 0.1129, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0807, root_relative_squared_error: 0.269, unweighted_recall: 0.9598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9367, kappa: 0.9296, kb_relative_information_score: 0.9121, mean_absolute_error: 0.0261, mean_prior_absolute_error: 0.18, weighted_recall: 0.9366, number_of_instances: 1593, precision: 0.9374, predictive_accuracy: 0.9366, prior_entropy: 3.3218, relative_absolute_error: 0.1452, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0965, root_relative_squared_error: 0.3218, unweighted_recall: 0.9365,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9477, kappa: 0.9414, kb_relative_information_score: 0.9049, mean_absolute_error: 0.0266, mean_prior_absolute_error: 0.18, weighted_recall: 0.9473, number_of_instances: 1593, precision: 0.9491, predictive_accuracy: 0.9473, prior_entropy: 3.3218, relative_absolute_error: 0.1479, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0987, root_relative_squared_error: 0.3291, unweighted_recall: 0.9473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9257, kappa: 0.9163, kb_relative_information_score: 0.8903, mean_absolute_error: 0.0293, mean_prior_absolute_error: 0.18, weighted_recall: 0.9247, number_of_instances: 1593, precision: 0.9283, predictive_accuracy: 0.9247, prior_entropy: 3.3218, relative_absolute_error: 0.1628, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1087, root_relative_squared_error: 0.3625, unweighted_recall: 0.9246,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9436, kappa: 0.9372, kb_relative_information_score: 0.9054, mean_absolute_error: 0.0282, 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: 0.1569, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0993, root_relative_squared_error: 0.3308, unweighted_recall: 0.9433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9554, kappa: 0.9505, kb_relative_information_score: 0.9286, mean_absolute_error: 0.022, mean_prior_absolute_error: 0.18, weighted_recall: 0.9554, number_of_instances: 1593, precision: 0.9556, predictive_accuracy: 0.9554, prior_entropy: 3.3218, relative_absolute_error: 0.1223, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0846, root_relative_squared_error: 0.2821, unweighted_recall: 0.9554,
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: 0.9988, f_measure: 0.9612, kappa: 0.9568, kb_relative_information_score: 0.9318, mean_absolute_error: 0.0205, mean_prior_absolute_error: 0.18, weighted_recall: 0.9611, number_of_instances: 1593, precision: 0.9615, predictive_accuracy: 0.9611, prior_entropy: 3.3218, relative_absolute_error: 0.1139, 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: 0.455, kappa: 0.0014, kb_relative_information_score: 0.0137, 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: 0.9974, 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: 0.9636, kappa: 0.9595, kb_relative_information_score: 0.9373, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.18, weighted_recall: 0.9636, number_of_instances: 1593, precision: 0.9639, predictive_accuracy: 0.9636, prior_entropy: 3.3218, relative_absolute_error: 0.1056, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0789, root_relative_squared_error: 0.2629, unweighted_recall: 0.9635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9624, kappa: 0.9581, kb_relative_information_score: 0.9329, mean_absolute_error: 0.0201, 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: 0.1115, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0821, root_relative_squared_error: 0.2738, unweighted_recall: 0.9623,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9448, kappa: 0.9386, kb_relative_information_score: 0.9065, mean_absolute_error: 0.028, 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: 0.1554, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0986, root_relative_squared_error: 0.3287, unweighted_recall: 0.9446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4373, 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: 0.9991, f_measure: 0.9661, kappa: 0.9623, kb_relative_information_score: 0.939, mean_absolute_error: 0.0187, mean_prior_absolute_error: 0.18, weighted_recall: 0.9661, number_of_instances: 1593, precision: 0.9662, predictive_accuracy: 0.9661, prior_entropy: 3.3218, relative_absolute_error: 0.1042, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0771, root_relative_squared_error: 0.2569, unweighted_recall: 0.966,
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: 0.9978, f_measure: 0.9467, kappa: 0.9407, kb_relative_information_score: 0.9117, mean_absolute_error: 0.0266, 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: 0.1476, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0952, root_relative_squared_error: 0.3175, unweighted_recall: 0.9466,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9636, kappa: 0.9595, kb_relative_information_score: 0.9373, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.18, weighted_recall: 0.9636, number_of_instances: 1593, precision: 0.9639, predictive_accuracy: 0.9636, prior_entropy: 3.3218, relative_absolute_error: 0.1056, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0789, root_relative_squared_error: 0.2629, unweighted_recall: 0.9635,
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: 0.9969, f_measure: 0.9298, kappa: 0.9212, kb_relative_information_score: 0.901, mean_absolute_error: 0.0266, mean_prior_absolute_error: 0.18, weighted_recall: 0.9291, number_of_instances: 1593, precision: 0.9315, predictive_accuracy: 0.9291, prior_entropy: 3.3218, relative_absolute_error: 0.1477, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1041, root_relative_squared_error: 0.347, unweighted_recall: 0.929,
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: 0.3278, unweighted_recall: 0.9446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9606, kappa: 0.9561, kb_relative_information_score: 0.9316, mean_absolute_error: 0.0205, mean_prior_absolute_error: 0.18, weighted_recall: 0.9605, number_of_instances: 1593, precision: 0.9608, predictive_accuracy: 0.9605, prior_entropy: 3.3218, relative_absolute_error: 0.114, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.084, root_relative_squared_error: 0.28, unweighted_recall: 0.9603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5406, kappa: 0.0871, kb_relative_information_score: 0.0064, mean_absolute_error: 0.1799, mean_prior_absolute_error: 0.18, weighted_recall: 0.1795, number_of_instances: 1593, predictive_accuracy: 0.1795, 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: 0.1774,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9467, kappa: 0.9407, kb_relative_information_score: 0.9126, mean_absolute_error: 0.0264, 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: 0.1464, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0948, root_relative_squared_error: 0.316, unweighted_recall: 0.9465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9455, kappa: 0.9393, kb_relative_information_score: 0.9167, mean_absolute_error: 0.025, mean_prior_absolute_error: 0.18, weighted_recall: 0.9454, number_of_instances: 1593, precision: 0.9458, predictive_accuracy: 0.9454, prior_entropy: 3.3218, relative_absolute_error: 0.1388, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0932, root_relative_squared_error: 0.3107, unweighted_recall: 0.9453,
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,

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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