OpenML
Supervised Classification on electricity

Supervised Classification on electricity

Task 219 Supervised Classification electricity 77408 runs submitted
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  • at2 mythbusting_1 OpenML-CC18 OpenML100 study_1 study_123 study_14 study_15 study_20 study_41 study_7 study_70 study_99 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.927, f_measure: 0.8586, kappa: 0.7098, kb_relative_information_score: 0.5814, mean_absolute_error: 0.2177, mean_prior_absolute_error: 0.4886, weighted_recall: 0.859, number_of_instances: 45312, precision: 0.8587, predictive_accuracy: 0.859, prior_entropy: 0.9835, relative_absolute_error: 0.4456, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3233, root_relative_squared_error: 0.654, unweighted_recall: 0.853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8242, f_measure: 0.7571, kappa: 0.5, kb_relative_information_score: 0.3514, mean_absolute_error: 0.3308, mean_prior_absolute_error: 0.4886, weighted_recall: 0.7616, number_of_instances: 45312, precision: 0.7626, predictive_accuracy: 0.7616, prior_entropy: 0.9835, relative_absolute_error: 0.6771, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4062, root_relative_squared_error: 0.8218, unweighted_recall: 0.7439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.8594, kappa: 0.7116, kb_relative_information_score: 0.588, mean_absolute_error: 0.2143, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8598, number_of_instances: 45312, precision: 0.8595, predictive_accuracy: 0.8598, prior_entropy: 0.9835, relative_absolute_error: 0.4386, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3218, root_relative_squared_error: 0.6511, unweighted_recall: 0.8539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9058, f_measure: 0.8275, kappa: 0.6456, kb_relative_information_score: 0.5269, mean_absolute_error: 0.2443, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8287, number_of_instances: 45312, precision: 0.8284, predictive_accuracy: 0.8287, prior_entropy: 0.9835, relative_absolute_error: 0.5, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3489, root_relative_squared_error: 0.7058, unweighted_recall: 0.8193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8513, f_measure: 0.7777, kappa: 0.5426, kb_relative_information_score: 0.4001, mean_absolute_error: 0.3066, mean_prior_absolute_error: 0.4886, weighted_recall: 0.7806, number_of_instances: 45312, precision: 0.7806, predictive_accuracy: 0.7806, prior_entropy: 0.9835, relative_absolute_error: 0.6274, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3912, root_relative_squared_error: 0.7915, unweighted_recall: 0.7663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8619, f_measure: 0.7858, kappa: 0.5592, kb_relative_information_score: 0.4224, mean_absolute_error: 0.2964, mean_prior_absolute_error: 0.4886, weighted_recall: 0.7884, number_of_instances: 45312, precision: 0.7885, predictive_accuracy: 0.7884, prior_entropy: 0.9835, relative_absolute_error: 0.6065, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3842, root_relative_squared_error: 0.7774, unweighted_recall: 0.7747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6917, f_measure: 0.5943, kappa: 0.1805, kb_relative_information_score: 0.14, mean_absolute_error: 0.4248, mean_prior_absolute_error: 0.4886, weighted_recall: 0.6243, number_of_instances: 45312, precision: 0.6203, predictive_accuracy: 0.6243, prior_entropy: 0.9835, relative_absolute_error: 0.8693, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4695, root_relative_squared_error: 0.9499, unweighted_recall: 0.5847,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8242, f_measure: 0.7571, kappa: 0.5, kb_relative_information_score: 0.3514, mean_absolute_error: 0.3308, mean_prior_absolute_error: 0.4886, weighted_recall: 0.7616, number_of_instances: 45312, precision: 0.7626, predictive_accuracy: 0.7616, prior_entropy: 0.9835, relative_absolute_error: 0.6771, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4062, root_relative_squared_error: 0.8218, unweighted_recall: 0.7439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8562, f_measure: 0.7822, kappa: 0.5518, kb_relative_information_score: 0.4133, mean_absolute_error: 0.3008, mean_prior_absolute_error: 0.4886, weighted_recall: 0.7848, number_of_instances: 45312, precision: 0.7849, predictive_accuracy: 0.7848, prior_entropy: 0.9835, relative_absolute_error: 0.6157, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3877, root_relative_squared_error: 0.7845, unweighted_recall: 0.771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8242, f_measure: 0.757, kappa: 0.4999, kb_relative_information_score: 0.3514, mean_absolute_error: 0.3308, mean_prior_absolute_error: 0.4886, weighted_recall: 0.7616, number_of_instances: 45312, precision: 0.7625, predictive_accuracy: 0.7616, prior_entropy: 0.9835, relative_absolute_error: 0.6771, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4062, root_relative_squared_error: 0.8218, unweighted_recall: 0.7439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8598, f_measure: 0.7847, kappa: 0.5569, kb_relative_information_score: 0.4166, mean_absolute_error: 0.299, mean_prior_absolute_error: 0.4886, weighted_recall: 0.7873, number_of_instances: 45312, precision: 0.7874, predictive_accuracy: 0.7873, prior_entropy: 0.9835, relative_absolute_error: 0.6119, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3857, root_relative_squared_error: 0.7804, unweighted_recall: 0.7736,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9065, f_measure: 0.8286, kappa: 0.6477, kb_relative_information_score: 0.5271, mean_absolute_error: 0.244, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8296, number_of_instances: 45312, precision: 0.8294, predictive_accuracy: 0.8296, prior_entropy: 0.9835, relative_absolute_error: 0.4994, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.348, root_relative_squared_error: 0.704, unweighted_recall: 0.8206,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9177, f_measure: 0.8416, kappa: 0.6749, kb_relative_information_score: 0.5587, mean_absolute_error: 0.2281, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8422, number_of_instances: 45312, precision: 0.8418, predictive_accuracy: 0.8422, prior_entropy: 0.9835, relative_absolute_error: 0.4668, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3353, root_relative_squared_error: 0.6783, unweighted_recall: 0.8352,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8182, f_measure: 0.7558, kappa: 0.4973, kb_relative_information_score: 0.348, mean_absolute_error: 0.3317, mean_prior_absolute_error: 0.4886, weighted_recall: 0.7598, number_of_instances: 45312, precision: 0.7599, predictive_accuracy: 0.7598, prior_entropy: 0.9835, relative_absolute_error: 0.6789, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4092, root_relative_squared_error: 0.8279, unweighted_recall: 0.7432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8922, f_measure: 0.8122, kappa: 0.6138, kb_relative_information_score: 0.4908, mean_absolute_error: 0.2622, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8137, number_of_instances: 45312, precision: 0.8135, predictive_accuracy: 0.8137, prior_entropy: 0.9835, relative_absolute_error: 0.5367, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3618, root_relative_squared_error: 0.732, unweighted_recall: 0.803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8257, f_measure: 0.7579, kappa: 0.5017, kb_relative_information_score: 0.3569, mean_absolute_error: 0.3279, mean_prior_absolute_error: 0.4886, weighted_recall: 0.7624, number_of_instances: 45312, precision: 0.7632, predictive_accuracy: 0.7624, prior_entropy: 0.9835, relative_absolute_error: 0.6712, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4053, root_relative_squared_error: 0.8201, unweighted_recall: 0.7449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8352, f_measure: 0.7609, kappa: 0.5079, kb_relative_information_score: 0.3666, mean_absolute_error: 0.3233, mean_prior_absolute_error: 0.4886, weighted_recall: 0.7654, number_of_instances: 45312, precision: 0.7665, predictive_accuracy: 0.7654, prior_entropy: 0.9835, relative_absolute_error: 0.6616, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4013, root_relative_squared_error: 0.8118, unweighted_recall: 0.7478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8955, f_measure: 0.8237, kappa: 0.6377, kb_relative_information_score: 0.5128, mean_absolute_error: 0.2531, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8247, number_of_instances: 45312, precision: 0.8244, predictive_accuracy: 0.8247, prior_entropy: 0.9835, relative_absolute_error: 0.5179, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3568, root_relative_squared_error: 0.7218, unweighted_recall: 0.8156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8834, f_measure: 0.8041, kappa: 0.5971, kb_relative_information_score: 0.468, mean_absolute_error: 0.2736, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8057, number_of_instances: 45312, precision: 0.8054, predictive_accuracy: 0.8057, prior_entropy: 0.9835, relative_absolute_error: 0.5599, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3691, root_relative_squared_error: 0.7467, unweighted_recall: 0.7946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8944, f_measure: 0.832, kappa: 0.655, kb_relative_information_score: 0.4467, mean_absolute_error: 0.2863, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8327, number_of_instances: 45312, precision: 0.8323, predictive_accuracy: 0.8327, prior_entropy: 0.9835, relative_absolute_error: 0.586, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3655, root_relative_squared_error: 0.7395, unweighted_recall: 0.825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8257, f_measure: 0.7582, kappa: 0.5022, kb_relative_information_score: 0.3573, mean_absolute_error: 0.3277, mean_prior_absolute_error: 0.4886, weighted_recall: 0.7626, number_of_instances: 45312, precision: 0.7634, predictive_accuracy: 0.7626, prior_entropy: 0.9835, relative_absolute_error: 0.6708, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4053, root_relative_squared_error: 0.82, unweighted_recall: 0.7451,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8609, f_measure: 0.7853, kappa: 0.5582, kb_relative_information_score: 0.4195, mean_absolute_error: 0.2976, mean_prior_absolute_error: 0.4886, weighted_recall: 0.7879, number_of_instances: 45312, precision: 0.788, predictive_accuracy: 0.7879, prior_entropy: 0.9835, relative_absolute_error: 0.6091, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3849, root_relative_squared_error: 0.7788, unweighted_recall: 0.7742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8365, f_measure: 0.7618, kappa: 0.5098, kb_relative_information_score: 0.3693, mean_absolute_error: 0.3218, mean_prior_absolute_error: 0.4886, weighted_recall: 0.7662, number_of_instances: 45312, precision: 0.7673, predictive_accuracy: 0.7662, prior_entropy: 0.9835, relative_absolute_error: 0.6587, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4006, root_relative_squared_error: 0.8105, unweighted_recall: 0.7488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8242, f_measure: 0.7571, kappa: 0.4999, kb_relative_information_score: 0.3515, mean_absolute_error: 0.3308, mean_prior_absolute_error: 0.4886, weighted_recall: 0.7616, number_of_instances: 45312, precision: 0.7625, predictive_accuracy: 0.7616, prior_entropy: 0.9835, relative_absolute_error: 0.677, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4062, root_relative_squared_error: 0.8218, unweighted_recall: 0.7439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8661, f_measure: 0.791, kappa: 0.57, kb_relative_information_score: 0.4323, mean_absolute_error: 0.2916, mean_prior_absolute_error: 0.4886, weighted_recall: 0.7936, number_of_instances: 45312, precision: 0.7938, predictive_accuracy: 0.7936, prior_entropy: 0.9835, relative_absolute_error: 0.5968, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3813, root_relative_squared_error: 0.7714, unweighted_recall: 0.7801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8242, f_measure: 0.7571, kappa: 0.5001, kb_relative_information_score: 0.3515, mean_absolute_error: 0.3308, mean_prior_absolute_error: 0.4886, weighted_recall: 0.7617, number_of_instances: 45312, precision: 0.7626, predictive_accuracy: 0.7617, prior_entropy: 0.9835, relative_absolute_error: 0.677, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4062, root_relative_squared_error: 0.8218, unweighted_recall: 0.744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8361, f_measure: 0.7631, kappa: 0.5123, kb_relative_information_score: 0.3702, mean_absolute_error: 0.3215, mean_prior_absolute_error: 0.4886, weighted_recall: 0.7673, number_of_instances: 45312, precision: 0.7682, predictive_accuracy: 0.7673, prior_entropy: 0.9835, relative_absolute_error: 0.6579, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4004, root_relative_squared_error: 0.8101, unweighted_recall: 0.7501,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9253, f_measure: 0.8557, kappa: 0.7039, kb_relative_information_score: 0.5639, mean_absolute_error: 0.2269, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8563, number_of_instances: 45312, precision: 0.856, predictive_accuracy: 0.8563, prior_entropy: 0.9835, relative_absolute_error: 0.4644, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3264, root_relative_squared_error: 0.6604, unweighted_recall: 0.8495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9031, f_measure: 0.824, kappa: 0.6384, kb_relative_information_score: 0.5179, mean_absolute_error: 0.2487, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8253, number_of_instances: 45312, precision: 0.825, predictive_accuracy: 0.8253, prior_entropy: 0.9835, relative_absolute_error: 0.509, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3517, root_relative_squared_error: 0.7115, unweighted_recall: 0.8157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8345, f_measure: 0.7633, kappa: 0.5127, kb_relative_information_score: 0.3714, mean_absolute_error: 0.3209, mean_prior_absolute_error: 0.4886, weighted_recall: 0.7674, number_of_instances: 45312, precision: 0.7682, predictive_accuracy: 0.7674, prior_entropy: 0.9835, relative_absolute_error: 0.6567, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4007, root_relative_squared_error: 0.8108, unweighted_recall: 0.7504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8004, f_measure: 0.7303, kappa: 0.4499, kb_relative_information_score: 0.3103, mean_absolute_error: 0.3469, mean_prior_absolute_error: 0.4886, weighted_recall: 0.7296, number_of_instances: 45312, precision: 0.7316, predictive_accuracy: 0.7296, prior_entropy: 0.9835, relative_absolute_error: 0.7101, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4248, root_relative_squared_error: 0.8595, unweighted_recall: 0.7263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6226, f_measure: 0.5718, kappa: 0.1326, kb_relative_information_score: 0.0635, mean_absolute_error: 0.4615, mean_prior_absolute_error: 0.4886, weighted_recall: 0.6011, number_of_instances: 45312, precision: 0.5895, predictive_accuracy: 0.6011, prior_entropy: 0.9835, relative_absolute_error: 0.9445, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4841, root_relative_squared_error: 0.9794, unweighted_recall: 0.5624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9036, f_measure: 0.8386, kappa: 0.6689, kb_relative_information_score: 0.4894, mean_absolute_error: 0.2642, mean_prior_absolute_error: 0.4886, weighted_recall: 0.839, number_of_instances: 45312, precision: 0.8386, predictive_accuracy: 0.839, prior_entropy: 0.9835, relative_absolute_error: 0.5407, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3531, root_relative_squared_error: 0.7143, unweighted_recall: 0.8327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8242, f_measure: 0.7571, kappa: 0.5, kb_relative_information_score: 0.3515, mean_absolute_error: 0.3308, mean_prior_absolute_error: 0.4886, weighted_recall: 0.7617, number_of_instances: 45312, precision: 0.7626, predictive_accuracy: 0.7617, prior_entropy: 0.9835, relative_absolute_error: 0.677, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4062, root_relative_squared_error: 0.8218, unweighted_recall: 0.7439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8611, f_measure: 0.7854, kappa: 0.5585, kb_relative_information_score: 0.4212, mean_absolute_error: 0.2969, mean_prior_absolute_error: 0.4886, weighted_recall: 0.788, number_of_instances: 45312, precision: 0.7881, predictive_accuracy: 0.788, prior_entropy: 0.9835, relative_absolute_error: 0.6077, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3847, root_relative_squared_error: 0.7783, unweighted_recall: 0.7744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9254, f_measure: 0.8523, kappa: 0.6971, kb_relative_information_score: 0.5833, mean_absolute_error: 0.216, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8528, number_of_instances: 45312, precision: 0.8524, predictive_accuracy: 0.8528, prior_entropy: 0.9835, relative_absolute_error: 0.442, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3261, root_relative_squared_error: 0.6598, unweighted_recall: 0.8466,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7732, f_measure: 0.6762, kappa: 0.3509, kb_relative_information_score: 0.125, mean_absolute_error: 0.4405, mean_prior_absolute_error: 0.4886, weighted_recall: 0.7045, number_of_instances: 45312, precision: 0.7361, predictive_accuracy: 0.7045, prior_entropy: 0.9835, relative_absolute_error: 0.9014, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.456, root_relative_squared_error: 0.9225, unweighted_recall: 0.6634,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8562, f_measure: 0.7816, kappa: 0.5506, kb_relative_information_score: 0.4094, mean_absolute_error: 0.3023, mean_prior_absolute_error: 0.4886, weighted_recall: 0.7842, number_of_instances: 45312, precision: 0.7841, predictive_accuracy: 0.7842, prior_entropy: 0.9835, relative_absolute_error: 0.6187, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.388, root_relative_squared_error: 0.785, unweighted_recall: 0.7705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8242, f_measure: 0.757, kappa: 0.4998, kb_relative_information_score: 0.3514, mean_absolute_error: 0.3308, mean_prior_absolute_error: 0.4886, weighted_recall: 0.7616, number_of_instances: 45312, precision: 0.7625, predictive_accuracy: 0.7616, prior_entropy: 0.9835, relative_absolute_error: 0.6771, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4062, root_relative_squared_error: 0.8218, unweighted_recall: 0.7438,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9787, f_measure: 0.9262, kappa: 0.8489, kb_relative_information_score: 0.782, mean_absolute_error: 0.1138, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9262, number_of_instances: 45312, precision: 0.9262, predictive_accuracy: 0.9262, prior_entropy: 0.9835, relative_absolute_error: 0.2329, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2339, root_relative_squared_error: 0.4733, unweighted_recall: 0.9242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8758, f_measure: 0.7983, kappa: 0.5852, kb_relative_information_score: 0.4515, mean_absolute_error: 0.2814, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8, number_of_instances: 45312, precision: 0.7996, predictive_accuracy: 0.8, prior_entropy: 0.9835, relative_absolute_error: 0.576, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3745, root_relative_squared_error: 0.7577, unweighted_recall: 0.7887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9769, f_measure: 0.924, kappa: 0.8445, kb_relative_information_score: 0.7737, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.4886, weighted_recall: 0.924, number_of_instances: 45312, precision: 0.924, predictive_accuracy: 0.924, prior_entropy: 0.9835, relative_absolute_error: 0.242, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2388, root_relative_squared_error: 0.4832, unweighted_recall: 0.922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9682, f_measure: 0.9047, kappa: 0.8048, kb_relative_information_score: 0.6899, mean_absolute_error: 0.1636, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9047, number_of_instances: 45312, precision: 0.9046, predictive_accuracy: 0.9047, prior_entropy: 0.9835, relative_absolute_error: 0.3348, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.266, root_relative_squared_error: 0.5383, unweighted_recall: 0.902,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9787, f_measure: 0.9262, kappa: 0.8489, kb_relative_information_score: 0.782, mean_absolute_error: 0.1138, mean_prior_absolute_error: 0.4886, weighted_recall: 0.9262, number_of_instances: 45312, precision: 0.9262, predictive_accuracy: 0.9262, prior_entropy: 0.9835, relative_absolute_error: 0.2329, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.2339, root_relative_squared_error: 0.4733, unweighted_recall: 0.9242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6498, f_measure: 0.6153, kappa: 0.2082, kb_relative_information_score: 0.1202, mean_absolute_error: 0.4346, mean_prior_absolute_error: 0.4886, weighted_recall: 0.6213, number_of_instances: 45312, precision: 0.6152, predictive_accuracy: 0.6213, prior_entropy: 0.9835, relative_absolute_error: 0.8894, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4894, root_relative_squared_error: 0.9901, unweighted_recall: 0.6019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9295, f_measure: 0.8516, kappa: 0.6954, kb_relative_information_score: 0.5178, mean_absolute_error: 0.2527, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8523, number_of_instances: 45312, precision: 0.8521, predictive_accuracy: 0.8523, prior_entropy: 0.9835, relative_absolute_error: 0.5171, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3309, root_relative_squared_error: 0.6696, unweighted_recall: 0.845,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8652, f_measure: 0.7896, kappa: 0.567, kb_relative_information_score: 0.4298, mean_absolute_error: 0.2927, mean_prior_absolute_error: 0.4886, weighted_recall: 0.7921, number_of_instances: 45312, precision: 0.7922, predictive_accuracy: 0.7921, prior_entropy: 0.9835, relative_absolute_error: 0.5991, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.382, root_relative_squared_error: 0.7728, unweighted_recall: 0.7786,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8393, f_measure: 0.7667, kappa: 0.5198, kb_relative_information_score: 0.3776, mean_absolute_error: 0.3178, mean_prior_absolute_error: 0.4886, weighted_recall: 0.7707, number_of_instances: 45312, precision: 0.7715, predictive_accuracy: 0.7707, prior_entropy: 0.9835, relative_absolute_error: 0.6505, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3983, root_relative_squared_error: 0.8059, unweighted_recall: 0.754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8842, f_measure: 0.8046, kappa: 0.5982, kb_relative_information_score: 0.4716, mean_absolute_error: 0.272, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8064, number_of_instances: 45312, precision: 0.8063, predictive_accuracy: 0.8064, prior_entropy: 0.9835, relative_absolute_error: 0.5566, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3685, root_relative_squared_error: 0.7455, unweighted_recall: 0.7948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8502, f_measure: 0.7765, kappa: 0.54, kb_relative_information_score: 0.3986, mean_absolute_error: 0.3074, mean_prior_absolute_error: 0.4886, weighted_recall: 0.7796, number_of_instances: 45312, precision: 0.7798, predictive_accuracy: 0.7796, prior_entropy: 0.9835, relative_absolute_error: 0.6291, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3917, root_relative_squared_error: 0.7925, unweighted_recall: 0.7648,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8941, f_measure: 0.8135, kappa: 0.6167, kb_relative_information_score: 0.4953, mean_absolute_error: 0.26, mean_prior_absolute_error: 0.4886, weighted_recall: 0.815, number_of_instances: 45312, precision: 0.8148, predictive_accuracy: 0.815, prior_entropy: 0.9835, relative_absolute_error: 0.5321, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3601, root_relative_squared_error: 0.7286, unweighted_recall: 0.8045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8548, f_measure: 0.7812, kappa: 0.5497, kb_relative_information_score: 0.4061, mean_absolute_error: 0.3038, mean_prior_absolute_error: 0.4886, weighted_recall: 0.7838, number_of_instances: 45312, precision: 0.7837, predictive_accuracy: 0.7838, prior_entropy: 0.9835, relative_absolute_error: 0.6218, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.389, root_relative_squared_error: 0.7869, unweighted_recall: 0.7701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8594, f_measure: 0.7841, kappa: 0.5556, kb_relative_information_score: 0.4164, mean_absolute_error: 0.2991, mean_prior_absolute_error: 0.4886, weighted_recall: 0.7867, number_of_instances: 45312, precision: 0.7867, predictive_accuracy: 0.7867, prior_entropy: 0.9835, relative_absolute_error: 0.6122, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3859, root_relative_squared_error: 0.7808, unweighted_recall: 0.7729,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9188, f_measure: 0.8452, kappa: 0.6823, kb_relative_information_score: 0.5695, mean_absolute_error: 0.2234, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8458, number_of_instances: 45312, precision: 0.8454, predictive_accuracy: 0.8458, prior_entropy: 0.9835, relative_absolute_error: 0.4572, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3339, root_relative_squared_error: 0.6755, unweighted_recall: 0.8388,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8575, f_measure: 0.7829, kappa: 0.5532, kb_relative_information_score: 0.4132, mean_absolute_error: 0.3007, mean_prior_absolute_error: 0.4886, weighted_recall: 0.7856, number_of_instances: 45312, precision: 0.7856, predictive_accuracy: 0.7856, prior_entropy: 0.9835, relative_absolute_error: 0.6154, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3871, root_relative_squared_error: 0.7832, unweighted_recall: 0.7717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9196, f_measure: 0.856, kappa: 0.7048, kb_relative_information_score: 0.5788, mean_absolute_error: 0.2199, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8564, number_of_instances: 45312, precision: 0.856, predictive_accuracy: 0.8564, prior_entropy: 0.9835, relative_absolute_error: 0.4501, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3281, root_relative_squared_error: 0.6638, unweighted_recall: 0.8509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8825, f_measure: 0.803, kappa: 0.5949, kb_relative_information_score: 0.4682, mean_absolute_error: 0.2738, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8049, number_of_instances: 45312, precision: 0.8049, predictive_accuracy: 0.8049, prior_entropy: 0.9835, relative_absolute_error: 0.5603, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3698, root_relative_squared_error: 0.7481, unweighted_recall: 0.7931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8755, f_measure: 0.7984, kappa: 0.5853, kb_relative_information_score: 0.4526, mean_absolute_error: 0.2816, mean_prior_absolute_error: 0.4886, weighted_recall: 0.8005, number_of_instances: 45312, precision: 0.8005, predictive_accuracy: 0.8005, prior_entropy: 0.9835, relative_absolute_error: 0.5762, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.3748, root_relative_squared_error: 0.7582, unweighted_recall: 0.7882,

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

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

OpenML APIs