OpenML
Supervised Classification on electricity

Supervised Classification on electricity

Task 146012 Supervised Classification electricity 25374 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1274.2843, usercpu_time_millis: 1.017, usercpu_time_millis_testing: 0.235, usercpu_time_millis_training: 0.782,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1257.8585, usercpu_time_millis: 1.009, usercpu_time_millis_testing: 0.14, usercpu_time_millis_training: 0.869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1272.3339, usercpu_time_millis: 1.292, usercpu_time_millis_testing: 0.28, usercpu_time_millis_training: 1.012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8264, f_measure: 0.7541, kappa: 0.4939, kb_relative_information_score: 15458.6976, mean_absolute_error: 0.3362, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.761, predictive_accuracy: 0.7593, prior_entropy: 0.9835, recall: 0.7593, relative_absolute_error: 0.688, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.406, root_relative_squared_error: 0.8214, scimark_benchmark: 1267.1563, usercpu_time_millis: 2.845, usercpu_time_millis_testing: 0.118, usercpu_time_millis_training: 2.727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1269.0917, usercpu_time_millis: 1.549, usercpu_time_millis_testing: 0.308, usercpu_time_millis_training: 1.241,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8265, f_measure: 0.7541, kappa: 0.494, kb_relative_information_score: 15422.2141, mean_absolute_error: 0.3366, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7611, predictive_accuracy: 0.7594, prior_entropy: 0.9835, recall: 0.7594, relative_absolute_error: 0.6889, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.406, root_relative_squared_error: 0.8214, scimark_benchmark: 1248.5831, usercpu_time_millis: 3.17, usercpu_time_millis_testing: 0.138, usercpu_time_millis_training: 3.032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1274.367, usercpu_time_millis: 1.804, usercpu_time_millis_testing: 0.383, usercpu_time_millis_training: 1.421,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1241.8611, usercpu_time_millis: 3.214, usercpu_time_millis_testing: 0.499, usercpu_time_millis_training: 2.715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1251.6632, usercpu_time_millis: 1.702, usercpu_time_millis_testing: 0.416, usercpu_time_millis_training: 1.286,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1244.8581, usercpu_time_millis: 1.707, usercpu_time_millis_testing: 0.376, usercpu_time_millis_training: 1.331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1248.9865, usercpu_time_millis: 1.496, usercpu_time_millis_testing: 0.302, usercpu_time_millis_training: 1.194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7975, f_measure: 0.7203, kappa: 0.4313, kb_relative_information_score: 7538.844, mean_absolute_error: 0.4222, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7583, predictive_accuracy: 0.7373, prior_entropy: 0.9835, recall: 0.7373, relative_absolute_error: 0.8641, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4417, root_relative_squared_error: 0.8937, scimark_benchmark: 1247.8594, usercpu_time_millis: 2.372, usercpu_time_millis_testing: 0.143, usercpu_time_millis_training: 2.229,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.825, f_measure: 0.752, kappa: 0.4898, kb_relative_information_score: 14604.2719, mean_absolute_error: 0.3463, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7608, predictive_accuracy: 0.7581, prior_entropy: 0.9835, recall: 0.7581, relative_absolute_error: 0.7088, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4075, root_relative_squared_error: 0.8245, scimark_benchmark: 1275.8473, usercpu_time_millis: 1.979, usercpu_time_millis_testing: 0.105, usercpu_time_millis_training: 1.874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8241, f_measure: 0.7508, kappa: 0.4874, kb_relative_information_score: 13990.8152, mean_absolute_error: 0.3534, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7606, predictive_accuracy: 0.7572, prior_entropy: 0.9835, recall: 0.7572, relative_absolute_error: 0.7234, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4091, root_relative_squared_error: 0.8278, scimark_benchmark: 1251.9161, usercpu_time_millis: 2.426, usercpu_time_millis_testing: 0.107, usercpu_time_millis_training: 2.319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1274.2358, usercpu_time_millis: 1.526, usercpu_time_millis_testing: 0.355, usercpu_time_millis_training: 1.171,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8245, f_measure: 0.7529, kappa: 0.4917, kb_relative_information_score: 14755.7676, mean_absolute_error: 0.3446, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7616, predictive_accuracy: 0.7589, prior_entropy: 0.9835, recall: 0.7589, relative_absolute_error: 0.7053, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4073, root_relative_squared_error: 0.8241, scimark_benchmark: 1257.7285, usercpu_time_millis: 2.146, usercpu_time_millis_testing: 0.112, usercpu_time_millis_training: 2.034,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8231, f_measure: 0.748, kappa: 0.4819, kb_relative_information_score: 13342.3565, mean_absolute_error: 0.3607, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7588, predictive_accuracy: 0.755, prior_entropy: 0.9835, recall: 0.755, relative_absolute_error: 0.7382, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4114, root_relative_squared_error: 0.8323, scimark_benchmark: 1246.3903, usercpu_time_millis: 2.896, usercpu_time_millis_testing: 0.109, usercpu_time_millis_training: 2.787,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8162, f_measure: 0.7433, kappa: 0.473, kb_relative_information_score: 11332.5191, mean_absolute_error: 0.383, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7592, predictive_accuracy: 0.7522, prior_entropy: 0.9835, recall: 0.7522, relative_absolute_error: 0.7838, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4201, root_relative_squared_error: 0.85, scimark_benchmark: 1265.5035, usercpu_time_millis: 1.879, usercpu_time_millis_testing: 0.114, usercpu_time_millis_training: 1.765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1275.4759, usercpu_time_millis: 1.555, usercpu_time_millis_testing: 0.277, usercpu_time_millis_training: 1.278,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1242.3288, usercpu_time_millis: 1.606, usercpu_time_millis_testing: 0.289, usercpu_time_millis_training: 1.317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1276.518, usercpu_time_millis: 1.584, usercpu_time_millis_testing: 0.282, usercpu_time_millis_training: 1.302,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1273.933, usercpu_time_millis: 1.572, usercpu_time_millis_testing: 0.282, usercpu_time_millis_training: 1.29,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7924, f_measure: 0.4582, kappa: 0.046, kb_relative_information_score: 1942.6772, mean_absolute_error: 0.4734, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.753, predictive_accuracy: 0.5924, prior_entropy: 0.9835, recall: 0.5924, relative_absolute_error: 0.9689, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4798, root_relative_squared_error: 0.9708, scimark_benchmark: 1247.1112, usercpu_time_millis: 1.865, usercpu_time_millis_testing: 0.1, usercpu_time_millis_training: 1.765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7615, f_measure: 0.6606, kappa: 0.3261, kb_relative_information_score: 10513.94, mean_absolute_error: 0.383, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.6793, predictive_accuracy: 0.6591, prior_entropy: 0.9835, recall: 0.6591, relative_absolute_error: 0.7839, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4362, root_relative_squared_error: 0.8825, scimark_benchmark: 1252.8613, usercpu_time_millis: 560.441, usercpu_time_millis_testing: 0.147, usercpu_time_millis_training: 560.294,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7867, f_measure: 0.6941, kappa: 0.38, kb_relative_information_score: 12135.4015, mean_absolute_error: 0.3678, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.6988, predictive_accuracy: 0.6926, prior_entropy: 0.9835, recall: 0.6926, relative_absolute_error: 0.7526, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4261, root_relative_squared_error: 0.8621, scimark_benchmark: 1267.6013, usercpu_time_millis: 356.087, usercpu_time_millis_testing: 0.101, usercpu_time_millis_training: 355.986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8219, f_measure: 0.7463, kappa: 0.4785, kb_relative_information_score: 12937.4801, mean_absolute_error: 0.3651, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7576, predictive_accuracy: 0.7536, prior_entropy: 0.9835, recall: 0.7536, relative_absolute_error: 0.7473, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.413, root_relative_squared_error: 0.8356, scimark_benchmark: 1277.4955, usercpu_time_millis: 1.946, usercpu_time_millis_testing: 0.098, usercpu_time_millis_training: 1.848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8238, f_measure: 0.7523, kappa: 0.4906, kb_relative_information_score: 14359.2899, mean_absolute_error: 0.3493, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7618, predictive_accuracy: 0.7586, prior_entropy: 0.9835, recall: 0.7586, relative_absolute_error: 0.7148, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4083, root_relative_squared_error: 0.826, scimark_benchmark: 1270.8818, usercpu_time_millis: 2.389, usercpu_time_millis_testing: -0.033, usercpu_time_millis_training: 2.422,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1273.9781, usercpu_time_millis: 1.927, usercpu_time_millis_testing: 0.432, usercpu_time_millis_training: 1.495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1264.3676, usercpu_time_millis: 1.663, usercpu_time_millis_testing: 0.342, usercpu_time_millis_training: 1.321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8192, f_measure: 0.7509, kappa: 0.4879, kb_relative_information_score: 13072.9865, mean_absolute_error: 0.364, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7631, predictive_accuracy: 0.7582, prior_entropy: 0.9835, recall: 0.7582, relative_absolute_error: 0.745, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4127, root_relative_squared_error: 0.8351, scimark_benchmark: 1260.6792, usercpu_time_millis: 4.112, usercpu_time_millis_testing: 0.26, usercpu_time_millis_training: 3.852,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8225, f_measure: 0.7479, kappa: 0.4816, kb_relative_information_score: 13101.7252, mean_absolute_error: 0.3634, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7591, predictive_accuracy: 0.755, prior_entropy: 0.9835, recall: 0.755, relative_absolute_error: 0.7437, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4123, root_relative_squared_error: 0.8341, scimark_benchmark: 1253.7024, usercpu_time_millis: 2.615, usercpu_time_millis_testing: 0.108, usercpu_time_millis_training: 2.507,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8176, f_measure: 0.7445, kappa: 0.4752, kb_relative_information_score: 11657.0382, mean_absolute_error: 0.3793, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7589, predictive_accuracy: 0.7528, prior_entropy: 0.9835, recall: 0.7528, relative_absolute_error: 0.7763, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4186, root_relative_squared_error: 0.8469, scimark_benchmark: 1246.1745, usercpu_time_millis: 3.113, usercpu_time_millis_testing: 0.13, usercpu_time_millis_training: 2.983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1276.111, usercpu_time_millis: 1.59, usercpu_time_millis_testing: 0.263, usercpu_time_millis_training: 1.327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1268.3091, usercpu_time_millis: 3.379, usercpu_time_millis_testing: 0.835, usercpu_time_millis_training: 2.544,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1239.6773, usercpu_time_millis: 1.595, usercpu_time_millis_testing: 0.285, usercpu_time_millis_training: 1.31,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1264.8412, usercpu_time_millis: 1.541, usercpu_time_millis_testing: 0.309, usercpu_time_millis_training: 1.232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.798, f_measure: 0.4662, kappa: 0.056, kb_relative_information_score: 2098.9862, mean_absolute_error: 0.4722, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7528, predictive_accuracy: 0.5961, prior_entropy: 0.9835, recall: 0.5961, relative_absolute_error: 0.9664, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4787, root_relative_squared_error: 0.9685, scimark_benchmark: 1256.6772, usercpu_time_millis: 2.209, usercpu_time_millis_testing: 0.147, usercpu_time_millis_training: 2.062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8083, f_measure: 0.7403, kappa: 0.4679, kb_relative_information_score: 10106.8382, mean_absolute_error: 0.396, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7611, predictive_accuracy: 0.7509, prior_entropy: 0.9835, recall: 0.7509, relative_absolute_error: 0.8104, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4268, root_relative_squared_error: 0.8635, scimark_benchmark: 1272.4405, usercpu_time_millis: 1.601, usercpu_time_millis_testing: 0.116, usercpu_time_millis_training: 1.485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1266.0247, usercpu_time_millis: 1.228, usercpu_time_millis_testing: 0.288, usercpu_time_millis_training: 0.94,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8184, f_measure: 0.7518, kappa: 0.4896, kb_relative_information_score: 13732.4041, mean_absolute_error: 0.3566, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7623, predictive_accuracy: 0.7585, prior_entropy: 0.9835, recall: 0.7585, relative_absolute_error: 0.7298, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4109, root_relative_squared_error: 0.8314, scimark_benchmark: 1256.7757, usercpu_time_millis: 2.222, usercpu_time_millis_testing: 0.108, usercpu_time_millis_training: 2.114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1276.122, usercpu_time_millis: 1.57, usercpu_time_millis_testing: 0.308, usercpu_time_millis_training: 1.262,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1271.0283, usercpu_time_millis: 1.267, usercpu_time_millis_testing: 0.279, usercpu_time_millis_training: 0.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8174, f_measure: 0.7459, kappa: 0.4781, kb_relative_information_score: 11800.7273, mean_absolute_error: 0.378, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7609, predictive_accuracy: 0.7543, prior_entropy: 0.9835, recall: 0.7543, relative_absolute_error: 0.7736, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4178, root_relative_squared_error: 0.8454, scimark_benchmark: 1262.5159, usercpu_time_millis: 1.945, usercpu_time_millis_testing: 0.106, usercpu_time_millis_training: 1.839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1241.7044, usercpu_time_millis: 1.618, usercpu_time_millis_testing: 0.297, usercpu_time_millis_training: 1.321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8214, f_measure: 0.7521, kappa: 0.4901, kb_relative_information_score: 13843.7033, mean_absolute_error: 0.3553, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7627, predictive_accuracy: 0.7588, prior_entropy: 0.9835, recall: 0.7588, relative_absolute_error: 0.7271, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.41, root_relative_squared_error: 0.8296, scimark_benchmark: 1266.098, usercpu_time_millis: 2.728, usercpu_time_millis_testing: 0.135, usercpu_time_millis_training: 2.593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1270.8828, usercpu_time_millis: 2.009, usercpu_time_millis_testing: 0.348, usercpu_time_millis_training: 1.661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1252.7203, usercpu_time_millis: 1.917, usercpu_time_millis_testing: 0.501, usercpu_time_millis_training: 1.416,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1261.7442, usercpu_time_millis: 1.829, usercpu_time_millis_testing: 0.457, usercpu_time_millis_training: 1.372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7816, f_measure: 0.4336, kappa: 0.0159, kb_relative_information_score: 1365.5382, mean_absolute_error: 0.478, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7514, predictive_accuracy: 0.5813, prior_entropy: 0.9835, recall: 0.5813, relative_absolute_error: 0.9783, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4841, root_relative_squared_error: 0.9793, scimark_benchmark: 1269.0043, usercpu_time_millis: 1.996, usercpu_time_millis_testing: 0.103, usercpu_time_millis_training: 1.893,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.817, f_measure: 0.7483, kappa: 0.483, kb_relative_information_score: 12374.5921, mean_absolute_error: 0.3718, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7623, predictive_accuracy: 0.7564, prior_entropy: 0.9835, recall: 0.7564, relative_absolute_error: 0.7609, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4156, root_relative_squared_error: 0.8408, scimark_benchmark: 1240.4171, usercpu_time_millis: 1.95, usercpu_time_millis_testing: 0.094, usercpu_time_millis_training: 1.856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1279.4157, usercpu_time_millis: 1.049, usercpu_time_millis_testing: 0.253, usercpu_time_millis_training: 0.796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8195, f_measure: 0.7459, kappa: 0.4779, kb_relative_information_score: 12156.5406, mean_absolute_error: 0.3739, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7593, predictive_accuracy: 0.7539, prior_entropy: 0.9835, recall: 0.7539, relative_absolute_error: 0.7652, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4162, root_relative_squared_error: 0.8421, scimark_benchmark: 1267.4094, usercpu_time_millis: 1.789, usercpu_time_millis_testing: 0.098, usercpu_time_millis_training: 1.691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8245, f_measure: 0.7506, kappa: 0.487, kb_relative_information_score: 14078.6297, mean_absolute_error: 0.3524, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7601, predictive_accuracy: 0.757, prior_entropy: 0.9835, recall: 0.757, relative_absolute_error: 0.7212, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4089, root_relative_squared_error: 0.8272, scimark_benchmark: 1252.4269, usercpu_time_millis: 2.603, usercpu_time_millis_testing: 0.097, usercpu_time_millis_training: 2.506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8081, f_measure: 0.7306, kappa: 0.4481, kb_relative_information_score: 9577.3236, mean_absolute_error: 0.4011, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7509, predictive_accuracy: 0.7417, prior_entropy: 0.9835, recall: 0.7417, relative_absolute_error: 0.8208, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4297, root_relative_squared_error: 0.8694, scimark_benchmark: 1254.794, usercpu_time_millis: 2.131, usercpu_time_millis_testing: 0.13, usercpu_time_millis_training: 2.001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1249.7771, usercpu_time_millis: 1.903, usercpu_time_millis_testing: 0.338, usercpu_time_millis_training: 1.565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1256.8775, usercpu_time_millis: 1.464, usercpu_time_millis_testing: 0.351, usercpu_time_millis_training: 1.113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1263.1763, usercpu_time_millis: 1.502, usercpu_time_millis_testing: 0.278, usercpu_time_millis_training: 1.224,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1237.928, usercpu_time_millis: 2.308, usercpu_time_millis_testing: 0.59, usercpu_time_millis_training: 1.718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1263.7349, usercpu_time_millis: 1.681, usercpu_time_millis_testing: 0.343, usercpu_time_millis_training: 1.338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1256.4998, usercpu_time_millis: 1.68, usercpu_time_millis_testing: 0.353, usercpu_time_millis_training: 1.327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8254, f_measure: 0.752, kappa: 0.4898, kb_relative_information_score: 14648.4777, mean_absolute_error: 0.3458, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.7606, predictive_accuracy: 0.758, prior_entropy: 0.9835, recall: 0.758, relative_absolute_error: 0.7076, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4074, root_relative_squared_error: 0.8243, scimark_benchmark: 1249.669, usercpu_time_millis: 2.752, usercpu_time_millis_testing: 0.108, usercpu_time_millis_training: 2.644,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1258.5169, usercpu_time_millis: 1.514, usercpu_time_millis_testing: 0.268, usercpu_time_millis_training: 1.246,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1245.0344, usercpu_time_millis: 1.121, usercpu_time_millis_testing: 0.257, usercpu_time_millis_training: 0.864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4204, kb_relative_information_score: 0.0359, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.4886, number_of_instances: 45312, precision: 0.3311, predictive_accuracy: 0.5755, prior_entropy: 0.9835, recall: 0.5755, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4943, root_mean_squared_error: 0.4943, root_relative_squared_error: 1, scimark_benchmark: 1260.1554, usercpu_time_millis: 1.321, usercpu_time_millis_testing: 0.225, usercpu_time_millis_training: 1.096,

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

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