Task
Supervised Classification on credit-approval

Supervised Classification on credit-approval

Task 29 Supervised Classification credit-approval 23419 runs submitted
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  • at2 basic ComplexWorkflows mythbusting mythbusting_1 OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_15 study_20 study_41 study_70 study_73 study_98 study_99 under100k under1m
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23419 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8786, f_measure: 0.8554, kappa: 0.7116, kb_relative_information_score: 0.5429, mean_absolute_error: 0.246, mean_prior_absolute_error: 0.494, weighted_recall: 0.8551, number_of_instances: 690, precision: 0.8663, predictive_accuracy: 0.8551, prior_entropy: 0.9912, relative_absolute_error: 0.498, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3436, root_relative_squared_error: 0.6913, unweighted_recall: 0.862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.887, f_measure: 0.8554, kappa: 0.7116, kb_relative_information_score: 0.5601, mean_absolute_error: 0.2358, mean_prior_absolute_error: 0.494, weighted_recall: 0.8551, number_of_instances: 690, precision: 0.8663, predictive_accuracy: 0.8551, prior_entropy: 0.9912, relative_absolute_error: 0.4774, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3427, root_relative_squared_error: 0.6895, unweighted_recall: 0.862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8786, f_measure: 0.8554, kappa: 0.7116, kb_relative_information_score: 0.5429, mean_absolute_error: 0.246, mean_prior_absolute_error: 0.494, weighted_recall: 0.8551, number_of_instances: 690, precision: 0.8663, predictive_accuracy: 0.8551, prior_entropy: 0.9912, relative_absolute_error: 0.498, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3436, root_relative_squared_error: 0.6913, unweighted_recall: 0.862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8864, f_measure: 0.8554, kappa: 0.7116, kb_relative_information_score: 0.5603, mean_absolute_error: 0.2357, mean_prior_absolute_error: 0.494, weighted_recall: 0.8551, number_of_instances: 690, precision: 0.8663, predictive_accuracy: 0.8551, prior_entropy: 0.9912, relative_absolute_error: 0.4771, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3427, root_relative_squared_error: 0.6896, unweighted_recall: 0.862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9153, f_measure: 0.8754, kappa: 0.7477, kb_relative_information_score: 0.6909, mean_absolute_error: 0.1579, mean_prior_absolute_error: 0.494, weighted_recall: 0.8754, number_of_instances: 690, precision: 0.8754, predictive_accuracy: 0.8754, prior_entropy: 0.9912, relative_absolute_error: 0.3197, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3225, root_relative_squared_error: 0.649, unweighted_recall: 0.8738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9241, f_measure: 0.8682, kappa: 0.7333, kb_relative_information_score: 0.6781, mean_absolute_error: 0.1633, mean_prior_absolute_error: 0.494, weighted_recall: 0.8681, number_of_instances: 690, precision: 0.8683, predictive_accuracy: 0.8681, prior_entropy: 0.9912, relative_absolute_error: 0.3306, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3255, root_relative_squared_error: 0.6551, unweighted_recall: 0.867,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9291, f_measure: 0.8738, kappa: 0.7445, kb_relative_information_score: 0.6407, mean_absolute_error: 0.187, mean_prior_absolute_error: 0.494, weighted_recall: 0.8739, number_of_instances: 690, precision: 0.8738, predictive_accuracy: 0.8739, prior_entropy: 0.9912, relative_absolute_error: 0.3786, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3154, root_relative_squared_error: 0.6347, unweighted_recall: 0.8719,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9191, f_measure: 0.8624, kappa: 0.7215, kb_relative_information_score: 0.7094, mean_absolute_error: 0.1448, mean_prior_absolute_error: 0.494, weighted_recall: 0.8623, number_of_instances: 690, precision: 0.8625, predictive_accuracy: 0.8623, prior_entropy: 0.9912, relative_absolute_error: 0.2932, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.331, root_relative_squared_error: 0.666, unweighted_recall: 0.8611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9191, f_measure: 0.8624, kappa: 0.7215, kb_relative_information_score: 0.7094, mean_absolute_error: 0.1448, mean_prior_absolute_error: 0.494, weighted_recall: 0.8623, number_of_instances: 690, precision: 0.8625, predictive_accuracy: 0.8623, prior_entropy: 0.9912, relative_absolute_error: 0.2932, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.331, root_relative_squared_error: 0.666, unweighted_recall: 0.8611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9299, f_measure: 0.871, kappa: 0.7389, kb_relative_information_score: 0.6664, mean_absolute_error: 0.174, mean_prior_absolute_error: 0.494, weighted_recall: 0.871, number_of_instances: 690, precision: 0.8711, predictive_accuracy: 0.871, prior_entropy: 0.9912, relative_absolute_error: 0.3523, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3087, root_relative_squared_error: 0.6212, unweighted_recall: 0.8696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9355, f_measure: 0.8739, kappa: 0.7448, kb_relative_information_score: 0.6909, mean_absolute_error: 0.1582, mean_prior_absolute_error: 0.494, weighted_recall: 0.8739, number_of_instances: 690, precision: 0.874, predictive_accuracy: 0.8739, prior_entropy: 0.9912, relative_absolute_error: 0.3203, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3101, root_relative_squared_error: 0.624, unweighted_recall: 0.8725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9153, f_measure: 0.8754, kappa: 0.7477, kb_relative_information_score: 0.6909, mean_absolute_error: 0.1579, mean_prior_absolute_error: 0.494, weighted_recall: 0.8754, number_of_instances: 690, precision: 0.8754, predictive_accuracy: 0.8754, prior_entropy: 0.9912, relative_absolute_error: 0.3197, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3225, root_relative_squared_error: 0.649, unweighted_recall: 0.8738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9253, f_measure: 0.8609, kappa: 0.7185, kb_relative_information_score: 0.7069, mean_absolute_error: 0.1462, mean_prior_absolute_error: 0.494, weighted_recall: 0.8609, number_of_instances: 690, precision: 0.861, predictive_accuracy: 0.8609, prior_entropy: 0.9912, relative_absolute_error: 0.2961, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3262, root_relative_squared_error: 0.6564, unweighted_recall: 0.8595,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9316, f_measure: 0.8841, kappa: 0.7653, kb_relative_information_score: 0.6904, mean_absolute_error: 0.1592, mean_prior_absolute_error: 0.494, weighted_recall: 0.8841, number_of_instances: 690, precision: 0.8841, predictive_accuracy: 0.8841, prior_entropy: 0.9912, relative_absolute_error: 0.3223, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3097, root_relative_squared_error: 0.6233, unweighted_recall: 0.8826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9299, f_measure: 0.8825, kappa: 0.7619, kb_relative_information_score: 0.6816, mean_absolute_error: 0.1623, mean_prior_absolute_error: 0.494, weighted_recall: 0.8826, number_of_instances: 690, precision: 0.8825, predictive_accuracy: 0.8826, prior_entropy: 0.9912, relative_absolute_error: 0.3285, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3163, root_relative_squared_error: 0.6365, unweighted_recall: 0.8804,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9153, f_measure: 0.8754, kappa: 0.7477, kb_relative_information_score: 0.6909, mean_absolute_error: 0.1579, mean_prior_absolute_error: 0.494, weighted_recall: 0.8754, number_of_instances: 690, precision: 0.8754, predictive_accuracy: 0.8754, prior_entropy: 0.9912, relative_absolute_error: 0.3197, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3225, root_relative_squared_error: 0.649, unweighted_recall: 0.8738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9153, f_measure: 0.8754, kappa: 0.7477, kb_relative_information_score: 0.6909, mean_absolute_error: 0.1579, mean_prior_absolute_error: 0.494, weighted_recall: 0.8754, number_of_instances: 690, precision: 0.8754, predictive_accuracy: 0.8754, prior_entropy: 0.9912, relative_absolute_error: 0.3197, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3225, root_relative_squared_error: 0.649, unweighted_recall: 0.8738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9153, f_measure: 0.8754, kappa: 0.7477, kb_relative_information_score: 0.6909, mean_absolute_error: 0.1579, mean_prior_absolute_error: 0.494, weighted_recall: 0.8754, number_of_instances: 690, precision: 0.8754, predictive_accuracy: 0.8754, prior_entropy: 0.9912, relative_absolute_error: 0.3197, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3225, root_relative_squared_error: 0.649, unweighted_recall: 0.8738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8037, f_measure: 0.8046, kappa: 0.6053, kb_relative_information_score: 0.6018, mean_absolute_error: 0.1957, mean_prior_absolute_error: 0.494, weighted_recall: 0.8043, number_of_instances: 690, precision: 0.8054, predictive_accuracy: 0.8043, prior_entropy: 0.9912, relative_absolute_error: 0.3961, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.4423, root_relative_squared_error: 0.8901, unweighted_recall: 0.8037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9153, f_measure: 0.8754, kappa: 0.7477, kb_relative_information_score: 0.6909, mean_absolute_error: 0.1579, mean_prior_absolute_error: 0.494, weighted_recall: 0.8754, number_of_instances: 690, precision: 0.8754, predictive_accuracy: 0.8754, prior_entropy: 0.9912, relative_absolute_error: 0.3197, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3225, root_relative_squared_error: 0.649, unweighted_recall: 0.8738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9153, f_measure: 0.8754, kappa: 0.7477, kb_relative_information_score: 0.6909, mean_absolute_error: 0.1579, mean_prior_absolute_error: 0.494, weighted_recall: 0.8754, number_of_instances: 690, precision: 0.8754, predictive_accuracy: 0.8754, prior_entropy: 0.9912, relative_absolute_error: 0.3197, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3225, root_relative_squared_error: 0.649, unweighted_recall: 0.8738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9291, f_measure: 0.8796, kappa: 0.7559, kb_relative_information_score: 0.6688, mean_absolute_error: 0.1702, mean_prior_absolute_error: 0.494, weighted_recall: 0.8797, number_of_instances: 690, precision: 0.8796, predictive_accuracy: 0.8797, prior_entropy: 0.9912, relative_absolute_error: 0.3447, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3152, root_relative_squared_error: 0.6343, unweighted_recall: 0.8771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9248, f_measure: 0.8665, kappa: 0.7295, kb_relative_information_score: 0.6778, mean_absolute_error: 0.1634, mean_prior_absolute_error: 0.494, weighted_recall: 0.8667, number_of_instances: 690, precision: 0.8665, predictive_accuracy: 0.8667, prior_entropy: 0.9912, relative_absolute_error: 0.3307, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3245, root_relative_squared_error: 0.653, unweighted_recall: 0.8641,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9253, f_measure: 0.8609, kappa: 0.7185, kb_relative_information_score: 0.7069, mean_absolute_error: 0.1462, mean_prior_absolute_error: 0.494, weighted_recall: 0.8609, number_of_instances: 690, precision: 0.861, predictive_accuracy: 0.8609, prior_entropy: 0.9912, relative_absolute_error: 0.2961, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3262, root_relative_squared_error: 0.6564, unweighted_recall: 0.8595,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9267, f_measure: 0.861, kappa: 0.7187, kb_relative_information_score: 0.706, mean_absolute_error: 0.1467, mean_prior_absolute_error: 0.494, weighted_recall: 0.8609, number_of_instances: 690, precision: 0.8611, predictive_accuracy: 0.8609, prior_entropy: 0.9912, relative_absolute_error: 0.2969, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3272, root_relative_squared_error: 0.6585, unweighted_recall: 0.8598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9172, f_measure: 0.854, kappa: 0.7062, kb_relative_information_score: 0.6003, mean_absolute_error: 0.2111, mean_prior_absolute_error: 0.494, weighted_recall: 0.8536, number_of_instances: 690, precision: 0.8571, predictive_accuracy: 0.8536, prior_entropy: 0.9912, relative_absolute_error: 0.4274, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3253, root_relative_squared_error: 0.6547, unweighted_recall: 0.8562,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9153, f_measure: 0.8754, kappa: 0.7477, kb_relative_information_score: 0.6909, mean_absolute_error: 0.1579, mean_prior_absolute_error: 0.494, weighted_recall: 0.8754, number_of_instances: 690, precision: 0.8754, predictive_accuracy: 0.8754, prior_entropy: 0.9912, relative_absolute_error: 0.3197, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3225, root_relative_squared_error: 0.649, unweighted_recall: 0.8738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9153, f_measure: 0.8754, kappa: 0.7477, kb_relative_information_score: 0.6909, mean_absolute_error: 0.1579, mean_prior_absolute_error: 0.494, weighted_recall: 0.8754, number_of_instances: 690, precision: 0.8754, predictive_accuracy: 0.8754, prior_entropy: 0.9912, relative_absolute_error: 0.3197, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3225, root_relative_squared_error: 0.649, unweighted_recall: 0.8738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9206, f_measure: 0.8624, kappa: 0.7217, kb_relative_information_score: 0.7086, mean_absolute_error: 0.1453, mean_prior_absolute_error: 0.494, weighted_recall: 0.8623, number_of_instances: 690, precision: 0.8626, predictive_accuracy: 0.8623, prior_entropy: 0.9912, relative_absolute_error: 0.2941, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.332, root_relative_squared_error: 0.668, unweighted_recall: 0.8614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9323, f_measure: 0.8854, kappa: 0.768, kb_relative_information_score: 0.7019, mean_absolute_error: 0.1543, mean_prior_absolute_error: 0.494, weighted_recall: 0.8855, number_of_instances: 690, precision: 0.8854, predictive_accuracy: 0.8855, prior_entropy: 0.9912, relative_absolute_error: 0.3124, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3014, root_relative_squared_error: 0.6065, unweighted_recall: 0.8836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9338, f_measure: 0.871, kappa: 0.7389, kb_relative_information_score: 0.6643, mean_absolute_error: 0.1751, mean_prior_absolute_error: 0.494, weighted_recall: 0.871, number_of_instances: 690, precision: 0.8711, predictive_accuracy: 0.871, prior_entropy: 0.9912, relative_absolute_error: 0.3546, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3064, root_relative_squared_error: 0.6166, unweighted_recall: 0.8696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9153, f_measure: 0.8754, kappa: 0.7477, kb_relative_information_score: 0.6909, mean_absolute_error: 0.1579, mean_prior_absolute_error: 0.494, weighted_recall: 0.8754, number_of_instances: 690, precision: 0.8754, predictive_accuracy: 0.8754, prior_entropy: 0.9912, relative_absolute_error: 0.3197, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3225, root_relative_squared_error: 0.649, unweighted_recall: 0.8738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.901, f_measure: 0.841, kappa: 0.6795, kb_relative_information_score: 0.5435, mean_absolute_error: 0.2388, mean_prior_absolute_error: 0.494, weighted_recall: 0.8406, number_of_instances: 690, precision: 0.8431, predictive_accuracy: 0.8406, prior_entropy: 0.9912, relative_absolute_error: 0.4835, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3538, root_relative_squared_error: 0.7119, unweighted_recall: 0.8422,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9089, f_measure: 0.854, kappa: 0.7088, kb_relative_information_score: 0.5498, mean_absolute_error: 0.2415, mean_prior_absolute_error: 0.494, weighted_recall: 0.8536, number_of_instances: 690, precision: 0.8652, predictive_accuracy: 0.8536, prior_entropy: 0.9912, relative_absolute_error: 0.4889, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3367, root_relative_squared_error: 0.6776, unweighted_recall: 0.8607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9188, f_measure: 0.8598, kappa: 0.7178, kb_relative_information_score: 0.6036, mean_absolute_error: 0.2093, mean_prior_absolute_error: 0.494, weighted_recall: 0.8594, number_of_instances: 690, precision: 0.8628, predictive_accuracy: 0.8594, prior_entropy: 0.9912, relative_absolute_error: 0.4237, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3233, root_relative_squared_error: 0.6506, unweighted_recall: 0.8621,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8678, f_measure: 0.8292, kappa: 0.6549, kb_relative_information_score: 0.4543, mean_absolute_error: 0.2869, mean_prior_absolute_error: 0.494, weighted_recall: 0.829, number_of_instances: 690, precision: 0.8298, predictive_accuracy: 0.829, prior_entropy: 0.9912, relative_absolute_error: 0.5808, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3756, root_relative_squared_error: 0.7558, unweighted_recall: 0.8285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8673, f_measure: 0.8265, kappa: 0.6502, kb_relative_information_score: 0.4214, mean_absolute_error: 0.3051, mean_prior_absolute_error: 0.494, weighted_recall: 0.8261, number_of_instances: 690, precision: 0.8283, predictive_accuracy: 0.8261, prior_entropy: 0.9912, relative_absolute_error: 0.6177, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3808, root_relative_squared_error: 0.7662, unweighted_recall: 0.8272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9024, f_measure: 0.8453, kappa: 0.6882, kb_relative_information_score: 0.5505, mean_absolute_error: 0.2352, mean_prior_absolute_error: 0.494, weighted_recall: 0.8449, number_of_instances: 690, precision: 0.8473, predictive_accuracy: 0.8449, prior_entropy: 0.9912, relative_absolute_error: 0.4762, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3524, root_relative_squared_error: 0.709, unweighted_recall: 0.8464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8665, f_measure: 0.831, kappa: 0.661, kb_relative_information_score: 0.3885, mean_absolute_error: 0.3211, mean_prior_absolute_error: 0.494, weighted_recall: 0.8304, number_of_instances: 690, precision: 0.8368, predictive_accuracy: 0.8304, prior_entropy: 0.9912, relative_absolute_error: 0.6501, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3902, root_relative_squared_error: 0.7851, unweighted_recall: 0.8347,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8654, f_measure: 0.8295, kappa: 0.658, kb_relative_information_score: 0.352, mean_absolute_error: 0.3395, mean_prior_absolute_error: 0.494, weighted_recall: 0.829, number_of_instances: 690, precision: 0.8351, predictive_accuracy: 0.829, prior_entropy: 0.9912, relative_absolute_error: 0.6873, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3993, root_relative_squared_error: 0.8035, unweighted_recall: 0.833,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9155, f_measure: 0.8667, kappa: 0.7302, kb_relative_information_score: 0.5934, mean_absolute_error: 0.2165, mean_prior_absolute_error: 0.494, weighted_recall: 0.8667, number_of_instances: 690, precision: 0.8668, predictive_accuracy: 0.8667, prior_entropy: 0.9912, relative_absolute_error: 0.4383, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3283, root_relative_squared_error: 0.6607, unweighted_recall: 0.8654,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7562, f_measure: 0.4577, kappa: 0.0456, kb_relative_information_score: 0.046, mean_absolute_error: 0.4753, mean_prior_absolute_error: 0.494, weighted_recall: 0.5696, number_of_instances: 690, precision: 0.5952, predictive_accuracy: 0.5696, prior_entropy: 0.9912, relative_absolute_error: 0.9622, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.4881, root_relative_squared_error: 0.9821, unweighted_recall: 0.5208,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8948, f_measure: 0.8565, kappa: 0.7096, kb_relative_information_score: 0.5399, mean_absolute_error: 0.2442, mean_prior_absolute_error: 0.494, weighted_recall: 0.8565, number_of_instances: 690, precision: 0.8566, predictive_accuracy: 0.8565, prior_entropy: 0.9912, relative_absolute_error: 0.4943, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3477, root_relative_squared_error: 0.6996, unweighted_recall: 0.8549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9053, f_measure: 0.8554, kappa: 0.7116, kb_relative_information_score: 0.5673, mean_absolute_error: 0.2316, mean_prior_absolute_error: 0.494, weighted_recall: 0.8551, number_of_instances: 690, precision: 0.8663, predictive_accuracy: 0.8551, prior_entropy: 0.9912, relative_absolute_error: 0.469, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3404, root_relative_squared_error: 0.6849, unweighted_recall: 0.862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8599, f_measure: 0.8208, kappa: 0.642, kb_relative_information_score: 0.2843, mean_absolute_error: 0.3716, mean_prior_absolute_error: 0.494, weighted_recall: 0.8203, number_of_instances: 690, precision: 0.8299, predictive_accuracy: 0.8203, prior_entropy: 0.9912, relative_absolute_error: 0.7523, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.4191, root_relative_squared_error: 0.8433, unweighted_recall: 0.8262,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5921, f_measure: 0.4025, kappa: -0.0036, kb_relative_information_score: 0.005, mean_absolute_error: 0.4919, mean_prior_absolute_error: 0.494, weighted_recall: 0.5522, number_of_instances: 690, precision: 0.4745, predictive_accuracy: 0.5522, prior_entropy: 0.9912, relative_absolute_error: 0.9959, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.4962, root_relative_squared_error: 0.9984, unweighted_recall: 0.4984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9012, f_measure: 0.8381, kappa: 0.6741, kb_relative_information_score: 0.5441, mean_absolute_error: 0.2379, mean_prior_absolute_error: 0.494, weighted_recall: 0.8377, number_of_instances: 690, precision: 0.841, predictive_accuracy: 0.8377, prior_entropy: 0.9912, relative_absolute_error: 0.4817, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3544, root_relative_squared_error: 0.7131, unweighted_recall: 0.8399,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9171, f_measure: 0.854, kappa: 0.7083, kb_relative_information_score: 0.5808, mean_absolute_error: 0.2236, mean_prior_absolute_error: 0.494, weighted_recall: 0.8536, number_of_instances: 690, precision: 0.8631, predictive_accuracy: 0.8536, prior_entropy: 0.9912, relative_absolute_error: 0.4526, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3298, root_relative_squared_error: 0.6636, unweighted_recall: 0.8597,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9114, f_measure: 0.8555, kappa: 0.7113, kb_relative_information_score: 0.5601, mean_absolute_error: 0.2355, mean_prior_absolute_error: 0.494, weighted_recall: 0.8551, number_of_instances: 690, precision: 0.8649, predictive_accuracy: 0.8551, prior_entropy: 0.9912, relative_absolute_error: 0.4767, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3318, root_relative_squared_error: 0.6678, unweighted_recall: 0.8614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6063, f_measure: 0.4088, kappa: 0.0036, kb_relative_information_score: 0.0077, mean_absolute_error: 0.4908, mean_prior_absolute_error: 0.494, weighted_recall: 0.5551, number_of_instances: 690, precision: 0.531, predictive_accuracy: 0.5551, prior_entropy: 0.9912, relative_absolute_error: 0.9937, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.4962, root_relative_squared_error: 0.9985, unweighted_recall: 0.5016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.864, f_measure: 0.8266, kappa: 0.6526, kb_relative_information_score: 0.3325, mean_absolute_error: 0.3489, mean_prior_absolute_error: 0.494, weighted_recall: 0.8261, number_of_instances: 690, precision: 0.8333, predictive_accuracy: 0.8261, prior_entropy: 0.9912, relative_absolute_error: 0.7063, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.405, root_relative_squared_error: 0.8149, unweighted_recall: 0.8307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8697, f_measure: 0.8338, kappa: 0.6661, kb_relative_information_score: 0.4219, mean_absolute_error: 0.3044, mean_prior_absolute_error: 0.494, weighted_recall: 0.8333, number_of_instances: 690, precision: 0.8381, predictive_accuracy: 0.8333, prior_entropy: 0.9912, relative_absolute_error: 0.6163, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3808, root_relative_squared_error: 0.7663, unweighted_recall: 0.8366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9227, f_measure: 0.8555, kappa: 0.7107, kb_relative_information_score: 0.6058, mean_absolute_error: 0.2089, mean_prior_absolute_error: 0.494, weighted_recall: 0.8551, number_of_instances: 690, precision: 0.8629, predictive_accuracy: 0.8551, prior_entropy: 0.9912, relative_absolute_error: 0.423, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.324, root_relative_squared_error: 0.652, unweighted_recall: 0.8604,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9097, f_measure: 0.8508, kappa: 0.6983, kb_relative_information_score: 0.5669, mean_absolute_error: 0.2276, mean_prior_absolute_error: 0.494, weighted_recall: 0.8507, number_of_instances: 690, precision: 0.851, predictive_accuracy: 0.8507, prior_entropy: 0.9912, relative_absolute_error: 0.4607, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3391, root_relative_squared_error: 0.6823, unweighted_recall: 0.8497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8639, f_measure: 0.8281, kappa: 0.6556, kb_relative_information_score: 0.3227, mean_absolute_error: 0.3538, mean_prior_absolute_error: 0.494, weighted_recall: 0.8275, number_of_instances: 690, precision: 0.835, predictive_accuracy: 0.8275, prior_entropy: 0.9912, relative_absolute_error: 0.7162, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.4076, root_relative_squared_error: 0.8201, unweighted_recall: 0.8324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8701, f_measure: 0.8323, kappa: 0.6623, kb_relative_information_score: 0.4219, mean_absolute_error: 0.305, mean_prior_absolute_error: 0.494, weighted_recall: 0.8319, number_of_instances: 690, precision: 0.8348, predictive_accuracy: 0.8319, prior_entropy: 0.9912, relative_absolute_error: 0.6176, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3798, root_relative_squared_error: 0.7643, unweighted_recall: 0.8337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9041, f_measure: 0.8511, kappa: 0.7027, kb_relative_information_score: 0.5293, mean_absolute_error: 0.2512, mean_prior_absolute_error: 0.494, weighted_recall: 0.8507, number_of_instances: 690, precision: 0.8608, predictive_accuracy: 0.8507, prior_entropy: 0.9912, relative_absolute_error: 0.5085, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3417, root_relative_squared_error: 0.6875, unweighted_recall: 0.8571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9166, f_measure: 0.8582, kappa: 0.7137, kb_relative_information_score: 0.5894, mean_absolute_error: 0.2164, mean_prior_absolute_error: 0.494, weighted_recall: 0.858, number_of_instances: 690, precision: 0.8592, predictive_accuracy: 0.858, prior_entropy: 0.9912, relative_absolute_error: 0.438, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3296, root_relative_squared_error: 0.6633, unweighted_recall: 0.8585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.8569, kappa: 0.7146, kb_relative_information_score: 0.5545, mean_absolute_error: 0.2395, mean_prior_absolute_error: 0.494, weighted_recall: 0.8565, number_of_instances: 690, precision: 0.8681, predictive_accuracy: 0.8565, prior_entropy: 0.9912, relative_absolute_error: 0.4849, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3389, root_relative_squared_error: 0.682, unweighted_recall: 0.8636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9022, f_measure: 0.8511, kappa: 0.7027, kb_relative_information_score: 0.5255, mean_absolute_error: 0.2532, mean_prior_absolute_error: 0.494, weighted_recall: 0.8507, number_of_instances: 690, precision: 0.8608, predictive_accuracy: 0.8507, prior_entropy: 0.9912, relative_absolute_error: 0.5126, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3424, root_relative_squared_error: 0.6891, unweighted_recall: 0.8571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9059, f_measure: 0.8569, kappa: 0.7146, kb_relative_information_score: 0.5635, mean_absolute_error: 0.2342, mean_prior_absolute_error: 0.494, weighted_recall: 0.8565, number_of_instances: 690, precision: 0.8681, predictive_accuracy: 0.8565, prior_entropy: 0.9912, relative_absolute_error: 0.4742, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3397, root_relative_squared_error: 0.6835, unweighted_recall: 0.8636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8701, f_measure: 0.8158, kappa: 0.627, kb_relative_information_score: 0.4589, mean_absolute_error: 0.2828, mean_prior_absolute_error: 0.494, weighted_recall: 0.8159, number_of_instances: 690, precision: 0.8158, predictive_accuracy: 0.8159, prior_entropy: 0.9912, relative_absolute_error: 0.5724, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3761, root_relative_squared_error: 0.7569, unweighted_recall: 0.8132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9101, f_measure: 0.8569, kappa: 0.7146, kb_relative_information_score: 0.5715, mean_absolute_error: 0.2294, mean_prior_absolute_error: 0.494, weighted_recall: 0.8565, number_of_instances: 690, precision: 0.8681, predictive_accuracy: 0.8565, prior_entropy: 0.9912, relative_absolute_error: 0.4643, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3383, root_relative_squared_error: 0.6807, unweighted_recall: 0.8636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9057, f_measure: 0.8569, kappa: 0.7146, kb_relative_information_score: 0.5633, mean_absolute_error: 0.2344, mean_prior_absolute_error: 0.494, weighted_recall: 0.8565, number_of_instances: 690, precision: 0.8681, predictive_accuracy: 0.8565, prior_entropy: 0.9912, relative_absolute_error: 0.4745, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3396, root_relative_squared_error: 0.6833, unweighted_recall: 0.8636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9113, f_measure: 0.8555, kappa: 0.7114, kb_relative_information_score: 0.5531, mean_absolute_error: 0.2399, mean_prior_absolute_error: 0.494, weighted_recall: 0.8551, number_of_instances: 690, precision: 0.8656, predictive_accuracy: 0.8551, prior_entropy: 0.9912, relative_absolute_error: 0.4857, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3357, root_relative_squared_error: 0.6754, unweighted_recall: 0.8617,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9079, f_measure: 0.8569, kappa: 0.7146, kb_relative_information_score: 0.5558, mean_absolute_error: 0.2388, mean_prior_absolute_error: 0.494, weighted_recall: 0.8565, number_of_instances: 690, precision: 0.8681, predictive_accuracy: 0.8565, prior_entropy: 0.9912, relative_absolute_error: 0.4834, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.339, root_relative_squared_error: 0.6821, unweighted_recall: 0.8636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9202, f_measure: 0.8656, kappa: 0.7309, kb_relative_information_score: 0.615, mean_absolute_error: 0.2034, mean_prior_absolute_error: 0.494, weighted_recall: 0.8652, number_of_instances: 690, precision: 0.8727, predictive_accuracy: 0.8652, prior_entropy: 0.9912, relative_absolute_error: 0.4118, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3204, root_relative_squared_error: 0.6447, unweighted_recall: 0.8705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7092, f_measure: 0.4461, kappa: 0.0364, kb_relative_information_score: 0.0298, mean_absolute_error: 0.482, mean_prior_absolute_error: 0.494, weighted_recall: 0.5667, number_of_instances: 690, precision: 0.5946, predictive_accuracy: 0.5667, prior_entropy: 0.9912, relative_absolute_error: 0.9759, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.4924, root_relative_squared_error: 0.9908, unweighted_recall: 0.5166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9205, f_measure: 0.8612, kappa: 0.723, kb_relative_information_score: 0.6209, mean_absolute_error: 0.2005, mean_prior_absolute_error: 0.494, weighted_recall: 0.8609, number_of_instances: 690, precision: 0.8714, predictive_accuracy: 0.8609, prior_entropy: 0.9912, relative_absolute_error: 0.4059, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3213, root_relative_squared_error: 0.6464, unweighted_recall: 0.8676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8695, f_measure: 0.822, kappa: 0.6404, kb_relative_information_score: 0.4665, mean_absolute_error: 0.2798, mean_prior_absolute_error: 0.494, weighted_recall: 0.8217, number_of_instances: 690, precision: 0.8227, predictive_accuracy: 0.8217, prior_entropy: 0.9912, relative_absolute_error: 0.5664, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3738, root_relative_squared_error: 0.7522, unweighted_recall: 0.8213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8558, f_measure: 0.8043, kappa: 0.6038, kb_relative_information_score: 0.4222, mean_absolute_error: 0.3016, mean_prior_absolute_error: 0.494, weighted_recall: 0.8043, number_of_instances: 690, precision: 0.8043, predictive_accuracy: 0.8043, prior_entropy: 0.9912, relative_absolute_error: 0.6106, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3875, root_relative_squared_error: 0.7797, unweighted_recall: 0.8018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9031, f_measure: 0.8511, kappa: 0.7027, kb_relative_information_score: 0.5265, mean_absolute_error: 0.2527, mean_prior_absolute_error: 0.494, weighted_recall: 0.8507, number_of_instances: 690, precision: 0.8608, predictive_accuracy: 0.8507, prior_entropy: 0.9912, relative_absolute_error: 0.5115, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.342, root_relative_squared_error: 0.6882, unweighted_recall: 0.8571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9015, f_measure: 0.8497, kappa: 0.6999, kb_relative_information_score: 0.5419, mean_absolute_error: 0.2452, mean_prior_absolute_error: 0.494, weighted_recall: 0.8493, number_of_instances: 690, precision: 0.8597, predictive_accuracy: 0.8493, prior_entropy: 0.9912, relative_absolute_error: 0.4964, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.34, root_relative_squared_error: 0.6841, unweighted_recall: 0.8558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9009, f_measure: 0.8424, kappa: 0.6823, kb_relative_information_score: 0.5436, mean_absolute_error: 0.2388, mean_prior_absolute_error: 0.494, weighted_recall: 0.842, number_of_instances: 690, precision: 0.8444, predictive_accuracy: 0.842, prior_entropy: 0.9912, relative_absolute_error: 0.4835, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3538, root_relative_squared_error: 0.7119, unweighted_recall: 0.8435,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.909, f_measure: 0.8511, kappa: 0.7027, kb_relative_information_score: 0.552, mean_absolute_error: 0.2396, mean_prior_absolute_error: 0.494, weighted_recall: 0.8507, number_of_instances: 690, precision: 0.8608, predictive_accuracy: 0.8507, prior_entropy: 0.9912, relative_absolute_error: 0.4852, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3363, root_relative_squared_error: 0.6767, unweighted_recall: 0.8571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8454, f_measure: 0.7825, kappa: 0.5584, kb_relative_information_score: 0.3534, mean_absolute_error: 0.3376, mean_prior_absolute_error: 0.494, weighted_recall: 0.7841, number_of_instances: 690, precision: 0.7842, predictive_accuracy: 0.7841, prior_entropy: 0.9912, relative_absolute_error: 0.6835, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.4017, root_relative_squared_error: 0.8083, unweighted_recall: 0.7764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8499, f_measure: 0.7738, kappa: 0.5417, kb_relative_information_score: 0.417, mean_absolute_error: 0.3017, mean_prior_absolute_error: 0.494, weighted_recall: 0.7739, number_of_instances: 690, precision: 0.7737, predictive_accuracy: 0.7739, prior_entropy: 0.9912, relative_absolute_error: 0.6107, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3926, root_relative_squared_error: 0.7899, unweighted_recall: 0.7705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9006, f_measure: 0.8424, kappa: 0.6823, kb_relative_information_score: 0.5442, mean_absolute_error: 0.2385, mean_prior_absolute_error: 0.494, weighted_recall: 0.842, number_of_instances: 690, precision: 0.8444, predictive_accuracy: 0.842, prior_entropy: 0.9912, relative_absolute_error: 0.4828, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3535, root_relative_squared_error: 0.7113, unweighted_recall: 0.8435,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7745, f_measure: 0.4741, kappa: 0.0618, kb_relative_information_score: 0.0533, mean_absolute_error: 0.4726, mean_prior_absolute_error: 0.494, weighted_recall: 0.5754, number_of_instances: 690, precision: 0.6038, predictive_accuracy: 0.5754, prior_entropy: 0.9912, relative_absolute_error: 0.9567, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.4862, root_relative_squared_error: 0.9783, unweighted_recall: 0.5283,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.873, f_measure: 0.8295, kappa: 0.6571, kb_relative_information_score: 0.452, mean_absolute_error: 0.2882, mean_prior_absolute_error: 0.494, weighted_recall: 0.829, number_of_instances: 690, precision: 0.8331, predictive_accuracy: 0.829, prior_entropy: 0.9912, relative_absolute_error: 0.5834, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3736, root_relative_squared_error: 0.7518, unweighted_recall: 0.8317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9186, f_measure: 0.8584, kappa: 0.7167, kb_relative_information_score: 0.596, mean_absolute_error: 0.215, mean_prior_absolute_error: 0.494, weighted_recall: 0.858, number_of_instances: 690, precision: 0.8664, predictive_accuracy: 0.858, prior_entropy: 0.9912, relative_absolute_error: 0.4352, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3264, root_relative_squared_error: 0.6568, unweighted_recall: 0.8637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9139, f_measure: 0.8554, kappa: 0.7116, kb_relative_information_score: 0.5775, mean_absolute_error: 0.2258, mean_prior_absolute_error: 0.494, weighted_recall: 0.8551, number_of_instances: 690, precision: 0.8663, predictive_accuracy: 0.8551, prior_entropy: 0.9912, relative_absolute_error: 0.4571, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3344, root_relative_squared_error: 0.6729, unweighted_recall: 0.862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.921, f_measure: 0.8583, kappa: 0.7172, kb_relative_information_score: 0.5976, mean_absolute_error: 0.2142, mean_prior_absolute_error: 0.494, weighted_recall: 0.858, number_of_instances: 690, precision: 0.8685, predictive_accuracy: 0.858, prior_entropy: 0.9912, relative_absolute_error: 0.4337, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3271, root_relative_squared_error: 0.6583, unweighted_recall: 0.8646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.914, f_measure: 0.8569, kappa: 0.7144, kb_relative_information_score: 0.5757, mean_absolute_error: 0.227, mean_prior_absolute_error: 0.494, weighted_recall: 0.8565, number_of_instances: 690, precision: 0.8674, predictive_accuracy: 0.8565, prior_entropy: 0.9912, relative_absolute_error: 0.4595, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3331, root_relative_squared_error: 0.6703, unweighted_recall: 0.8633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9107, f_measure: 0.8526, kappa: 0.7057, kb_relative_information_score: 0.5526, mean_absolute_error: 0.2393, mean_prior_absolute_error: 0.494, weighted_recall: 0.8522, number_of_instances: 690, precision: 0.8626, predictive_accuracy: 0.8522, prior_entropy: 0.9912, relative_absolute_error: 0.4845, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3344, root_relative_squared_error: 0.6729, unweighted_recall: 0.8588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9139, f_measure: 0.864, kappa: 0.7254, kb_relative_information_score: 0.5793, mean_absolute_error: 0.2247, mean_prior_absolute_error: 0.494, weighted_recall: 0.8638, number_of_instances: 690, precision: 0.865, predictive_accuracy: 0.8638, prior_entropy: 0.9912, relative_absolute_error: 0.4549, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3275, root_relative_squared_error: 0.6589, unweighted_recall: 0.8644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8649, f_measure: 0.7695, kappa: 0.5518, kb_relative_information_score: 0.3115, mean_absolute_error: 0.3555, mean_prior_absolute_error: 0.494, weighted_recall: 0.771, number_of_instances: 690, precision: 0.8057, predictive_accuracy: 0.771, prior_entropy: 0.9912, relative_absolute_error: 0.7198, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.4131, root_relative_squared_error: 0.8313, unweighted_recall: 0.7853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9038, f_measure: 0.8511, kappa: 0.7027, kb_relative_information_score: 0.529, mean_absolute_error: 0.2513, mean_prior_absolute_error: 0.494, weighted_recall: 0.8507, number_of_instances: 690, precision: 0.8608, predictive_accuracy: 0.8507, prior_entropy: 0.9912, relative_absolute_error: 0.5087, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3418, root_relative_squared_error: 0.6878, unweighted_recall: 0.8571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.848, kappa: 0.6926, kb_relative_information_score: 0.5662, mean_absolute_error: 0.2279, mean_prior_absolute_error: 0.494, weighted_recall: 0.8478, number_of_instances: 690, precision: 0.8483, predictive_accuracy: 0.8478, prior_entropy: 0.9912, relative_absolute_error: 0.4614, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3404, root_relative_squared_error: 0.6849, unweighted_recall: 0.8471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9189, f_measure: 0.8613, kappa: 0.7221, kb_relative_information_score: 0.603, mean_absolute_error: 0.2112, mean_prior_absolute_error: 0.494, weighted_recall: 0.8609, number_of_instances: 690, precision: 0.8681, predictive_accuracy: 0.8609, prior_entropy: 0.9912, relative_absolute_error: 0.4275, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.324, root_relative_squared_error: 0.6521, unweighted_recall: 0.8659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8626, f_measure: 0.7896, kappa: 0.5736, kb_relative_information_score: 0.4394, mean_absolute_error: 0.291, mean_prior_absolute_error: 0.494, weighted_recall: 0.7899, number_of_instances: 690, precision: 0.7895, predictive_accuracy: 0.7899, prior_entropy: 0.9912, relative_absolute_error: 0.5892, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3834, root_relative_squared_error: 0.7715, unweighted_recall: 0.7861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8699, f_measure: 0.8309, kappa: 0.6595, kb_relative_information_score: 0.4185, mean_absolute_error: 0.3068, mean_prior_absolute_error: 0.494, weighted_recall: 0.8304, number_of_instances: 690, precision: 0.8335, predictive_accuracy: 0.8304, prior_entropy: 0.9912, relative_absolute_error: 0.6211, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3807, root_relative_squared_error: 0.766, unweighted_recall: 0.8324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9134, f_measure: 0.8581, kappa: 0.7132, kb_relative_information_score: 0.5989, mean_absolute_error: 0.2126, mean_prior_absolute_error: 0.494, weighted_recall: 0.858, number_of_instances: 690, precision: 0.8585, predictive_accuracy: 0.858, prior_entropy: 0.9912, relative_absolute_error: 0.4305, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3244, root_relative_squared_error: 0.6527, unweighted_recall: 0.8575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9073, f_measure: 0.8437, kappa: 0.6839, kb_relative_information_score: 0.5605, mean_absolute_error: 0.2308, mean_prior_absolute_error: 0.494, weighted_recall: 0.8435, number_of_instances: 690, precision: 0.8441, predictive_accuracy: 0.8435, prior_entropy: 0.9912, relative_absolute_error: 0.4673, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3427, root_relative_squared_error: 0.6896, unweighted_recall: 0.8428,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8477, f_measure: 0.7897, kappa: 0.5739, kb_relative_information_score: 0.404, mean_absolute_error: 0.3098, mean_prior_absolute_error: 0.494, weighted_recall: 0.7899, number_of_instances: 690, precision: 0.7896, predictive_accuracy: 0.7899, prior_entropy: 0.9912, relative_absolute_error: 0.6271, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3939, root_relative_squared_error: 0.7926, unweighted_recall: 0.7865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9215, f_measure: 0.8598, kappa: 0.7202, kb_relative_information_score: 0.6203, mean_absolute_error: 0.2009, mean_prior_absolute_error: 0.494, weighted_recall: 0.8594, number_of_instances: 690, precision: 0.8703, predictive_accuracy: 0.8594, prior_entropy: 0.9912, relative_absolute_error: 0.4067, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3214, root_relative_squared_error: 0.6467, unweighted_recall: 0.8663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.919, f_measure: 0.8698, kappa: 0.7371, kb_relative_information_score: 0.5972, mean_absolute_error: 0.215, mean_prior_absolute_error: 0.494, weighted_recall: 0.8696, number_of_instances: 690, precision: 0.8708, predictive_accuracy: 0.8696, prior_entropy: 0.9912, relative_absolute_error: 0.4352, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3232, root_relative_squared_error: 0.6503, unweighted_recall: 0.8702,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9189, f_measure: 0.8642, kappa: 0.7267, kb_relative_information_score: 0.5995, mean_absolute_error: 0.2135, mean_prior_absolute_error: 0.494, weighted_recall: 0.8638, number_of_instances: 690, precision: 0.8674, predictive_accuracy: 0.8638, prior_entropy: 0.9912, relative_absolute_error: 0.4322, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3224, root_relative_squared_error: 0.6488, unweighted_recall: 0.8666,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9194, f_measure: 0.8627, kappa: 0.7247, kb_relative_information_score: 0.6109, mean_absolute_error: 0.2056, mean_prior_absolute_error: 0.494, weighted_recall: 0.8623, number_of_instances: 690, precision: 0.8687, predictive_accuracy: 0.8623, prior_entropy: 0.9912, relative_absolute_error: 0.4163, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3216, root_relative_squared_error: 0.6471, unweighted_recall: 0.8669,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8297, f_measure: 0.7743, kappa: 0.5418, kb_relative_information_score: 0.356, mean_absolute_error: 0.3327, mean_prior_absolute_error: 0.494, weighted_recall: 0.7754, number_of_instances: 690, precision: 0.7749, predictive_accuracy: 0.7754, prior_entropy: 0.9912, relative_absolute_error: 0.6736, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.4078, root_relative_squared_error: 0.8205, unweighted_recall: 0.7689,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

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From your own software

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

OpenML APIs