Task
Supervised Classification on one-hundred-plants-margin

Supervised Classification on one-hundred-plants-margin

Task 9954 Supervised Classification one-hundred-plants-margin 13719 runs submitted
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  • OpenML100 study_107 study_123 study_14 study_50 study_7
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13719 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8564, f_measure: 0.3662, kappa: 0.3737, kb_relative_information_score: 0.5312, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.0198, weighted_recall: 0.38, number_of_instances: 1600, precision: 0.3777, predictive_accuracy: 0.38, prior_entropy: 6.6439, relative_absolute_error: 0.7172, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0904, root_relative_squared_error: 0.909, unweighted_recall: 0.38,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8237, kappa: 0.2557, kb_relative_information_score: 0.4418, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2631, number_of_instances: 1600, predictive_accuracy: 0.2631, prior_entropy: 6.6439, relative_absolute_error: 0.8363, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0944, root_relative_squared_error: 0.9488, unweighted_recall: 0.2631,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.831, f_measure: 0.3112, kappa: 0.3144, kb_relative_information_score: 0.4867, mean_absolute_error: 0.0153, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3213, number_of_instances: 1600, precision: 0.3188, predictive_accuracy: 0.3213, prior_entropy: 6.6439, relative_absolute_error: 0.7707, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0927, root_relative_squared_error: 0.9316, unweighted_recall: 0.3213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7861, f_measure: 0.2857, kappa: 0.2854, kb_relative_information_score: 0.4455, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2925, number_of_instances: 1600, precision: 0.2923, predictive_accuracy: 0.2925, prior_entropy: 6.6439, relative_absolute_error: 0.7701, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.095, root_relative_squared_error: 0.9547, unweighted_recall: 0.2925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8633, f_measure: 0.2774, kappa: 0.2923, kb_relative_information_score: 0.4908, mean_absolute_error: 0.0161, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2994, number_of_instances: 1600, precision: 0.2871, predictive_accuracy: 0.2994, prior_entropy: 6.6439, relative_absolute_error: 0.8133, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0928, root_relative_squared_error: 0.933, unweighted_recall: 0.2994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8121, f_measure: 0.4037, kappa: 0.4009, kb_relative_information_score: 0.5209, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4069, number_of_instances: 1600, precision: 0.419, predictive_accuracy: 0.4069, prior_entropy: 6.6439, relative_absolute_error: 0.6584, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0906, root_relative_squared_error: 0.9101, unweighted_recall: 0.4069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8365, f_measure: 0.4299, kappa: 0.428, kb_relative_information_score: 0.5402, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4338, number_of_instances: 1600, precision: 0.4527, predictive_accuracy: 0.4338, prior_entropy: 6.6439, relative_absolute_error: 0.654, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0896, root_relative_squared_error: 0.9005, unweighted_recall: 0.4338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8653, kappa: 0.351, kb_relative_information_score: 0.5244, mean_absolute_error: 0.0148, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3575, number_of_instances: 1600, predictive_accuracy: 0.3575, prior_entropy: 6.6439, relative_absolute_error: 0.7453, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0909, root_relative_squared_error: 0.9138, unweighted_recall: 0.3575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8583, f_measure: 0.2604, kappa: 0.2765, kb_relative_information_score: 0.4827, mean_absolute_error: 0.0161, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2838, number_of_instances: 1600, precision: 0.2739, predictive_accuracy: 0.2838, prior_entropy: 6.6439, relative_absolute_error: 0.8141, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0931, root_relative_squared_error: 0.9359, unweighted_recall: 0.2838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.866, kappa: 0.267, kb_relative_information_score: 0.4931, mean_absolute_error: 0.0161, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2744, number_of_instances: 1600, predictive_accuracy: 0.2744, prior_entropy: 6.6439, relative_absolute_error: 0.814, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0931, root_relative_squared_error: 0.9353, unweighted_recall: 0.2744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8639, f_measure: 0.3139, kappa: 0.3308, kb_relative_information_score: 0.5216, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3375, number_of_instances: 1600, precision: 0.3143, predictive_accuracy: 0.3375, prior_entropy: 6.6439, relative_absolute_error: 0.7691, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.091, root_relative_squared_error: 0.9145, unweighted_recall: 0.3375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7285, f_measure: 0.4107, kappa: 0.4091, kb_relative_information_score: 0.4441, mean_absolute_error: 0.012, mean_prior_absolute_error: 0.0198, weighted_recall: 0.415, number_of_instances: 1600, precision: 0.4241, predictive_accuracy: 0.415, prior_entropy: 6.6439, relative_absolute_error: 0.6039, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1005, root_relative_squared_error: 1.0101, unweighted_recall: 0.415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8227, f_measure: 0.4252, kappa: 0.4255, kb_relative_information_score: 0.5384, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4313, number_of_instances: 1600, precision: 0.4377, predictive_accuracy: 0.4313, prior_entropy: 6.6439, relative_absolute_error: 0.6458, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0897, root_relative_squared_error: 0.9011, unweighted_recall: 0.4313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8442, f_measure: 0.328, kappa: 0.3415, kb_relative_information_score: 0.508, mean_absolute_error: 0.0149, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3481, number_of_instances: 1600, precision: 0.3263, predictive_accuracy: 0.3481, prior_entropy: 6.6439, relative_absolute_error: 0.753, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0918, root_relative_squared_error: 0.923, unweighted_recall: 0.3481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.819, f_measure: 0.3441, kappa: 0.3479, kb_relative_information_score: 0.4974, mean_absolute_error: 0.0144, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3544, number_of_instances: 1600, precision: 0.3495, predictive_accuracy: 0.3544, prior_entropy: 6.6439, relative_absolute_error: 0.7254, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0925, root_relative_squared_error: 0.9302, unweighted_recall: 0.3544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8322, f_measure: 0.3582, kappa: 0.3617, kb_relative_information_score: 0.517, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3681, number_of_instances: 1600, precision: 0.3639, predictive_accuracy: 0.3681, prior_entropy: 6.6439, relative_absolute_error: 0.7101, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.092, root_relative_squared_error: 0.9246, unweighted_recall: 0.3681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.837, f_measure: 0.3906, kappa: 0.3895, kb_relative_information_score: 0.5281, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3956, number_of_instances: 1600, precision: 0.4034, predictive_accuracy: 0.3956, prior_entropy: 6.6439, relative_absolute_error: 0.6869, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0899, root_relative_squared_error: 0.9032, unweighted_recall: 0.3956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8602, kappa: 0.2298, kb_relative_information_score: 0.4446, mean_absolute_error: 0.0171, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2375, number_of_instances: 1600, predictive_accuracy: 0.2375, prior_entropy: 6.6439, relative_absolute_error: 0.8628, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0946, root_relative_squared_error: 0.9503, unweighted_recall: 0.2375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8593, f_measure: 0.3341, kappa: 0.3422, kb_relative_information_score: 0.5186, mean_absolute_error: 0.0148, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3488, number_of_instances: 1600, precision: 0.3471, predictive_accuracy: 0.3488, prior_entropy: 6.6439, relative_absolute_error: 0.7475, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0912, root_relative_squared_error: 0.9164, unweighted_recall: 0.3488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7725, f_measure: 0.3207, kappa: 0.3188, kb_relative_information_score: 0.4522, mean_absolute_error: 0.0144, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3256, number_of_instances: 1600, precision: 0.3281, predictive_accuracy: 0.3256, prior_entropy: 6.6439, relative_absolute_error: 0.7289, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0958, root_relative_squared_error: 0.9632, unweighted_recall: 0.3256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8521, f_measure: 0.3782, kappa: 0.3977, kb_relative_information_score: 0.5333, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4038, number_of_instances: 1600, precision: 0.3775, predictive_accuracy: 0.4038, prior_entropy: 6.6439, relative_absolute_error: 0.7048, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.09, root_relative_squared_error: 0.9048, unweighted_recall: 0.4038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8621, f_measure: 0.3078, kappa: 0.3176, kb_relative_information_score: 0.5079, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3244, number_of_instances: 1600, precision: 0.3173, predictive_accuracy: 0.3244, prior_entropy: 6.6439, relative_absolute_error: 0.769, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0921, root_relative_squared_error: 0.9257, unweighted_recall: 0.3244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7554, f_measure: 0.4276, kappa: 0.4217, kb_relative_information_score: 0.4796, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4275, number_of_instances: 1600, precision: 0.4416, predictive_accuracy: 0.4275, prior_entropy: 6.6439, relative_absolute_error: 0.6014, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0967, root_relative_squared_error: 0.9723, unweighted_recall: 0.4275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8884, kappa: 0.2841, kb_relative_information_score: 0.5063, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2913, number_of_instances: 1600, predictive_accuracy: 0.2913, prior_entropy: 6.6439, relative_absolute_error: 0.8184, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0922, root_relative_squared_error: 0.9268, unweighted_recall: 0.2913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8773, f_measure: 0.2624, kappa: 0.2734, kb_relative_information_score: 0.4959, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2806, number_of_instances: 1600, precision: 0.2705, predictive_accuracy: 0.2806, prior_entropy: 6.6439, relative_absolute_error: 0.82, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0928, root_relative_squared_error: 0.9323, unweighted_recall: 0.2806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7879, f_measure: 0.4575, kappa: 0.4514, kb_relative_information_score: 0.5211, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4569, number_of_instances: 1600, precision: 0.474, predictive_accuracy: 0.4569, prior_entropy: 6.6439, relative_absolute_error: 0.594, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0912, root_relative_squared_error: 0.9164, unweighted_recall: 0.4569,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8485, kappa: 0.3321, kb_relative_information_score: 0.5063, mean_absolute_error: 0.0151, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3388, number_of_instances: 1600, predictive_accuracy: 0.3388, prior_entropy: 6.6439, relative_absolute_error: 0.7629, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.092, root_relative_squared_error: 0.9247, unweighted_recall: 0.3388,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8326, f_measure: 0.3904, kappa: 0.3876, kb_relative_information_score: 0.5321, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3938, number_of_instances: 1600, precision: 0.407, predictive_accuracy: 0.3938, prior_entropy: 6.6439, relative_absolute_error: 0.6731, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0901, root_relative_squared_error: 0.9056, unweighted_recall: 0.3938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.776, f_measure: 0.3913, kappa: 0.3889, kb_relative_information_score: 0.4855, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.0198, weighted_recall: 0.395, number_of_instances: 1600, precision: 0.4026, predictive_accuracy: 0.395, prior_entropy: 6.6439, relative_absolute_error: 0.6538, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0939, root_relative_squared_error: 0.9439, unweighted_recall: 0.395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.843, f_measure: 0.3866, kappa: 0.3895, kb_relative_information_score: 0.5337, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3956, number_of_instances: 1600, precision: 0.3936, predictive_accuracy: 0.3956, prior_entropy: 6.6439, relative_absolute_error: 0.7004, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0892, root_relative_squared_error: 0.8964, unweighted_recall: 0.3956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8588, f_measure: 0.3596, kappa: 0.3744, kb_relative_information_score: 0.5291, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3806, number_of_instances: 1600, precision: 0.3696, predictive_accuracy: 0.3806, prior_entropy: 6.6439, relative_absolute_error: 0.7301, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0904, root_relative_squared_error: 0.909, unweighted_recall: 0.3806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8653, kappa: 0.3251, kb_relative_information_score: 0.5208, mean_absolute_error: 0.015, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3319, number_of_instances: 1600, predictive_accuracy: 0.3319, prior_entropy: 6.6439, relative_absolute_error: 0.7568, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0915, root_relative_squared_error: 0.9198, unweighted_recall: 0.3319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8655, kappa: 0.3346, kb_relative_information_score: 0.5178, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3413, number_of_instances: 1600, predictive_accuracy: 0.3413, prior_entropy: 6.6439, relative_absolute_error: 0.7663, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0917, root_relative_squared_error: 0.9221, unweighted_recall: 0.3413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8185, f_measure: 0.3878, kappa: 0.3883, kb_relative_information_score: 0.5131, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3944, number_of_instances: 1600, precision: 0.3959, predictive_accuracy: 0.3944, prior_entropy: 6.6439, relative_absolute_error: 0.6892, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0914, root_relative_squared_error: 0.9189, unweighted_recall: 0.3944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8808, kappa: 0.2279, kb_relative_information_score: 0.4669, mean_absolute_error: 0.017, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2356, number_of_instances: 1600, predictive_accuracy: 0.2356, prior_entropy: 6.6439, relative_absolute_error: 0.8566, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.094, root_relative_squared_error: 0.9452, unweighted_recall: 0.2356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8378, f_measure: 0.2694, kappa: 0.279, kb_relative_information_score: 0.4611, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2863, number_of_instances: 1600, precision: 0.2679, predictive_accuracy: 0.2863, prior_entropy: 6.6439, relative_absolute_error: 0.8158, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0935, root_relative_squared_error: 0.9397, unweighted_recall: 0.2863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7645, f_measure: 0.4336, kappa: 0.4287, kb_relative_information_score: 0.4873, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4344, number_of_instances: 1600, precision: 0.4512, predictive_accuracy: 0.4344, prior_entropy: 6.6439, relative_absolute_error: 0.5972, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0957, root_relative_squared_error: 0.9618, unweighted_recall: 0.4344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8357, f_measure: 0.3737, kappa: 0.3718, kb_relative_information_score: 0.5263, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3781, number_of_instances: 1600, precision: 0.3817, predictive_accuracy: 0.3781, prior_entropy: 6.6439, relative_absolute_error: 0.6968, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0909, root_relative_squared_error: 0.9139, unweighted_recall: 0.3781,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8062, f_measure: 0.4523, kappa: 0.447, kb_relative_information_score: 0.534, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4525, number_of_instances: 1600, precision: 0.4711, predictive_accuracy: 0.4525, prior_entropy: 6.6439, relative_absolute_error: 0.6014, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0901, root_relative_squared_error: 0.9055, unweighted_recall: 0.4525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8053, f_measure: 0.4373, kappa: 0.435, kb_relative_information_score: 0.5351, mean_absolute_error: 0.012, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4406, number_of_instances: 1600, precision: 0.4481, predictive_accuracy: 0.4406, prior_entropy: 6.6439, relative_absolute_error: 0.6062, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.091, root_relative_squared_error: 0.915, unweighted_recall: 0.4406,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7768, f_measure: 0.3831, kappa: 0.3826, kb_relative_information_score: 0.4871, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3888, number_of_instances: 1600, precision: 0.3903, predictive_accuracy: 0.3888, prior_entropy: 6.6439, relative_absolute_error: 0.6541, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.094, root_relative_squared_error: 0.9444, unweighted_recall: 0.3888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8517, f_measure: 0.2583, kappa: 0.2696, kb_relative_information_score: 0.4784, mean_absolute_error: 0.0161, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2769, number_of_instances: 1600, precision: 0.2567, predictive_accuracy: 0.2769, prior_entropy: 6.6439, relative_absolute_error: 0.8133, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0928, root_relative_squared_error: 0.9325, unweighted_recall: 0.2769,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7915, f_measure: 0.4185, kappa: 0.4141, kb_relative_information_score: 0.5035, mean_absolute_error: 0.0125, mean_prior_absolute_error: 0.0198, weighted_recall: 0.42, number_of_instances: 1600, precision: 0.4317, predictive_accuracy: 0.42, prior_entropy: 6.6439, relative_absolute_error: 0.6296, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0935, root_relative_squared_error: 0.9394, unweighted_recall: 0.42,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.865, kappa: 0.3403, kb_relative_information_score: 0.5265, mean_absolute_error: 0.015, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3469, number_of_instances: 1600, predictive_accuracy: 0.3469, prior_entropy: 6.6439, relative_absolute_error: 0.7583, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0912, root_relative_squared_error: 0.9168, unweighted_recall: 0.3469,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8739, f_measure: 0.2887, kappa: 0.2973, kb_relative_information_score: 0.503, mean_absolute_error: 0.0159, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3044, number_of_instances: 1600, precision: 0.3008, predictive_accuracy: 0.3044, prior_entropy: 6.6439, relative_absolute_error: 0.8051, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.092, root_relative_squared_error: 0.9243, unweighted_recall: 0.3044,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7945, f_measure: 0.4273, kappa: 0.4205, kb_relative_information_score: 0.519, mean_absolute_error: 0.012, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4263, number_of_instances: 1600, precision: 0.4478, predictive_accuracy: 0.4263, prior_entropy: 6.6439, relative_absolute_error: 0.6075, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0917, root_relative_squared_error: 0.9213, unweighted_recall: 0.4263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8423, f_measure: 0.277, kappa: 0.2847, kb_relative_information_score: 0.485, mean_absolute_error: 0.0158, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2919, number_of_instances: 1600, precision: 0.2841, predictive_accuracy: 0.2919, prior_entropy: 6.6439, relative_absolute_error: 0.7979, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0928, root_relative_squared_error: 0.9329, unweighted_recall: 0.2919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8611, kappa: 0.3277, kb_relative_information_score: 0.5037, mean_absolute_error: 0.0154, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3344, number_of_instances: 1600, predictive_accuracy: 0.3344, prior_entropy: 6.6439, relative_absolute_error: 0.78, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0921, root_relative_squared_error: 0.926, unweighted_recall: 0.3344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8657, kappa: 0.279, kb_relative_information_score: 0.5039, mean_absolute_error: 0.0159, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2863, number_of_instances: 1600, predictive_accuracy: 0.2863, prior_entropy: 6.6439, relative_absolute_error: 0.8027, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0926, root_relative_squared_error: 0.9311, unweighted_recall: 0.2863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.87, kappa: 0.3687, kb_relative_information_score: 0.5333, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.0198, weighted_recall: 0.375, number_of_instances: 1600, predictive_accuracy: 0.375, prior_entropy: 6.6439, relative_absolute_error: 0.742, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0904, root_relative_squared_error: 0.9089, unweighted_recall: 0.375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8733, f_measure: 0.2657, kappa: 0.2778, kb_relative_information_score: 0.4938, mean_absolute_error: 0.0161, mean_prior_absolute_error: 0.0198, weighted_recall: 0.285, number_of_instances: 1600, precision: 0.2729, predictive_accuracy: 0.285, prior_entropy: 6.6439, relative_absolute_error: 0.8133, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0926, root_relative_squared_error: 0.931, unweighted_recall: 0.285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8642, f_measure: 0.2126, kappa: 0.2279, kb_relative_information_score: 0.4667, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2356, number_of_instances: 1600, precision: 0.2222, predictive_accuracy: 0.2356, prior_entropy: 6.6439, relative_absolute_error: 0.8474, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0941, root_relative_squared_error: 0.9455, unweighted_recall: 0.2356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8624, kappa: 0.1654, kb_relative_information_score: 0.3982, mean_absolute_error: 0.0179, mean_prior_absolute_error: 0.0198, weighted_recall: 0.1738, number_of_instances: 1600, predictive_accuracy: 0.1738, prior_entropy: 6.6439, relative_absolute_error: 0.9051, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.096, root_relative_squared_error: 0.965, unweighted_recall: 0.1738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8698, f_measure: 0.2199, kappa: 0.2342, kb_relative_information_score: 0.4658, mean_absolute_error: 0.0169, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2419, number_of_instances: 1600, precision: 0.2207, predictive_accuracy: 0.2419, prior_entropy: 6.6439, relative_absolute_error: 0.8521, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0941, root_relative_squared_error: 0.9457, unweighted_recall: 0.2419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.866, kappa: 0.3239, kb_relative_information_score: 0.5062, mean_absolute_error: 0.0154, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3306, number_of_instances: 1600, predictive_accuracy: 0.3306, prior_entropy: 6.6439, relative_absolute_error: 0.7775, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0921, root_relative_squared_error: 0.9254, unweighted_recall: 0.3306,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7743, f_measure: 0.3747, kappa: 0.3725, kb_relative_information_score: 0.4748, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3788, number_of_instances: 1600, precision: 0.3881, predictive_accuracy: 0.3788, prior_entropy: 6.6439, relative_absolute_error: 0.6789, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.094, root_relative_squared_error: 0.9452, unweighted_recall: 0.3788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8783, f_measure: 0.2457, kappa: 0.2664, kb_relative_information_score: 0.4867, mean_absolute_error: 0.0164, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2738, number_of_instances: 1600, precision: 0.2613, predictive_accuracy: 0.2738, prior_entropy: 6.6439, relative_absolute_error: 0.83, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0929, root_relative_squared_error: 0.9334, unweighted_recall: 0.2738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8366, f_measure: 0.447, kappa: 0.4426, kb_relative_information_score: 0.5494, mean_absolute_error: 0.0125, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4481, number_of_instances: 1600, precision: 0.4652, predictive_accuracy: 0.4481, prior_entropy: 6.6439, relative_absolute_error: 0.6333, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0891, root_relative_squared_error: 0.8955, unweighted_recall: 0.4481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8711, kappa: 0.3403, kb_relative_information_score: 0.5291, mean_absolute_error: 0.015, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3469, number_of_instances: 1600, predictive_accuracy: 0.3469, prior_entropy: 6.6439, relative_absolute_error: 0.7555, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0909, root_relative_squared_error: 0.9138, unweighted_recall: 0.3469,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8781, kappa: 0.2658, kb_relative_information_score: 0.4875, mean_absolute_error: 0.0165, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2731, number_of_instances: 1600, predictive_accuracy: 0.2731, prior_entropy: 6.6439, relative_absolute_error: 0.8337, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0928, root_relative_squared_error: 0.9327, unweighted_recall: 0.2731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8649, f_measure: 0.3469, kappa: 0.3548, kb_relative_information_score: 0.5277, mean_absolute_error: 0.0148, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3613, number_of_instances: 1600, precision: 0.353, predictive_accuracy: 0.3613, prior_entropy: 6.6439, relative_absolute_error: 0.7476, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0903, root_relative_squared_error: 0.9079, unweighted_recall: 0.3613,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8222, f_measure: 0.449, kappa: 0.4451, kb_relative_information_score: 0.5393, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4506, number_of_instances: 1600, precision: 0.4619, predictive_accuracy: 0.4506, prior_entropy: 6.6439, relative_absolute_error: 0.6246, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0901, root_relative_squared_error: 0.9055, unweighted_recall: 0.4506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8514, f_measure: 0.2826, kappa: 0.2929, kb_relative_information_score: 0.4874, mean_absolute_error: 0.0159, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3, number_of_instances: 1600, precision: 0.2887, predictive_accuracy: 0.3, prior_entropy: 6.6439, relative_absolute_error: 0.8045, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0922, root_relative_squared_error: 0.9271, unweighted_recall: 0.3,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7692, f_measure: 0.3982, kappa: 0.3965, kb_relative_information_score: 0.4841, mean_absolute_error: 0.0126, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4025, number_of_instances: 1600, precision: 0.4081, predictive_accuracy: 0.4025, prior_entropy: 6.6439, relative_absolute_error: 0.6345, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.095, root_relative_squared_error: 0.9549, unweighted_recall: 0.4025,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7779, f_measure: 0.4613, kappa: 0.4539, kb_relative_information_score: 0.5121, mean_absolute_error: 0.0114, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4594, number_of_instances: 1600, precision: 0.4794, predictive_accuracy: 0.4594, prior_entropy: 6.6439, relative_absolute_error: 0.5741, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0934, root_relative_squared_error: 0.9389, unweighted_recall: 0.4594,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8712, f_measure: 0.2934, kappa: 0.3081, kb_relative_information_score: 0.5158, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.0198, weighted_recall: 0.315, number_of_instances: 1600, precision: 0.3002, predictive_accuracy: 0.315, prior_entropy: 6.6439, relative_absolute_error: 0.782, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0912, root_relative_squared_error: 0.9166, unweighted_recall: 0.315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.872, kappa: 0.3138, kb_relative_information_score: 0.5169, mean_absolute_error: 0.0156, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3206, number_of_instances: 1600, predictive_accuracy: 0.3206, prior_entropy: 6.6439, relative_absolute_error: 0.7879, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0919, root_relative_squared_error: 0.9235, unweighted_recall: 0.3206,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7858, f_measure: 0.4538, kappa: 0.4508, kb_relative_information_score: 0.522, mean_absolute_error: 0.0116, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4563, number_of_instances: 1600, precision: 0.4662, predictive_accuracy: 0.4563, prior_entropy: 6.6439, relative_absolute_error: 0.5844, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0926, root_relative_squared_error: 0.9304, unweighted_recall: 0.4563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8364, f_measure: 0.3195, kappa: 0.3251, kb_relative_information_score: 0.4939, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3319, number_of_instances: 1600, precision: 0.3286, predictive_accuracy: 0.3319, prior_entropy: 6.6439, relative_absolute_error: 0.7688, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0925, root_relative_squared_error: 0.9297, unweighted_recall: 0.3319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8056, f_measure: 0.28, kappa: 0.2872, kb_relative_information_score: 0.4597, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2944, number_of_instances: 1600, precision: 0.2799, predictive_accuracy: 0.2944, prior_entropy: 6.6439, relative_absolute_error: 0.7817, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0939, root_relative_squared_error: 0.9441, unweighted_recall: 0.2944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7961, f_measure: 0.4452, kappa: 0.44, kb_relative_information_score: 0.5287, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4456, number_of_instances: 1600, precision: 0.4552, predictive_accuracy: 0.4456, prior_entropy: 6.6439, relative_absolute_error: 0.5936, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0914, root_relative_squared_error: 0.919, unweighted_recall: 0.4456,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8206, f_measure: 0.338, kappa: 0.3396, kb_relative_information_score: 0.4949, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3463, number_of_instances: 1600, precision: 0.3408, predictive_accuracy: 0.3463, prior_entropy: 6.6439, relative_absolute_error: 0.7438, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0926, root_relative_squared_error: 0.9311, unweighted_recall: 0.3463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7573, f_measure: 0.4183, kappa: 0.4091, kb_relative_information_score: 0.4731, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.0198, weighted_recall: 0.415, number_of_instances: 1600, precision: 0.435, predictive_accuracy: 0.415, prior_entropy: 6.6439, relative_absolute_error: 0.6163, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0967, root_relative_squared_error: 0.9721, unweighted_recall: 0.415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8625, f_measure: 0.253, kappa: 0.2614, kb_relative_information_score: 0.4848, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2688, number_of_instances: 1600, precision: 0.2594, predictive_accuracy: 0.2688, prior_entropy: 6.6439, relative_absolute_error: 0.8209, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.093, root_relative_squared_error: 0.9343, unweighted_recall: 0.2688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8467, f_measure: 0.3016, kappa: 0.3074, kb_relative_information_score: 0.494, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3144, number_of_instances: 1600, precision: 0.3032, predictive_accuracy: 0.3144, prior_entropy: 6.6439, relative_absolute_error: 0.7806, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0923, root_relative_squared_error: 0.9276, unweighted_recall: 0.3144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8695, kappa: 0.279, kb_relative_information_score: 0.5041, mean_absolute_error: 0.0159, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2863, number_of_instances: 1600, predictive_accuracy: 0.2863, prior_entropy: 6.6439, relative_absolute_error: 0.8025, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0926, root_relative_squared_error: 0.9308, unweighted_recall: 0.2863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8563, kappa: 0.2273, kb_relative_information_score: 0.4368, mean_absolute_error: 0.0172, mean_prior_absolute_error: 0.0198, weighted_recall: 0.235, number_of_instances: 1600, predictive_accuracy: 0.235, prior_entropy: 6.6439, relative_absolute_error: 0.8708, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0947, root_relative_squared_error: 0.9513, unweighted_recall: 0.235,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8094, f_measure: 0.3421, kappa: 0.3396, kb_relative_information_score: 0.483, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3463, number_of_instances: 1600, precision: 0.3485, predictive_accuracy: 0.3463, prior_entropy: 6.6439, relative_absolute_error: 0.7382, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0932, root_relative_squared_error: 0.9364, unweighted_recall: 0.3463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.787, f_measure: 0.4307, kappa: 0.4261, kb_relative_information_score: 0.514, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4319, number_of_instances: 1600, precision: 0.4428, predictive_accuracy: 0.4319, prior_entropy: 6.6439, relative_absolute_error: 0.5988, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0929, root_relative_squared_error: 0.9336, unweighted_recall: 0.4319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8217, f_measure: 0.257, kappa: 0.2633, kb_relative_information_score: 0.4545, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2706, number_of_instances: 1600, precision: 0.2583, predictive_accuracy: 0.2706, prior_entropy: 6.6439, relative_absolute_error: 0.8161, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0941, root_relative_squared_error: 0.9453, unweighted_recall: 0.2706,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8588, kappa: 0.2304, kb_relative_information_score: 0.4486, mean_absolute_error: 0.0169, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2381, number_of_instances: 1600, predictive_accuracy: 0.2381, prior_entropy: 6.6439, relative_absolute_error: 0.8553, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0945, root_relative_squared_error: 0.9502, unweighted_recall: 0.2381,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8514, f_measure: 0.2682, kappa: 0.2778, kb_relative_information_score: 0.4857, mean_absolute_error: 0.016, mean_prior_absolute_error: 0.0198, weighted_recall: 0.285, number_of_instances: 1600, precision: 0.2719, predictive_accuracy: 0.285, prior_entropy: 6.6439, relative_absolute_error: 0.8076, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0929, root_relative_squared_error: 0.9337, unweighted_recall: 0.285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8543, f_measure: 0.3166, kappa: 0.3245, kb_relative_information_score: 0.515, mean_absolute_error: 0.0151, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3313, number_of_instances: 1600, precision: 0.3186, predictive_accuracy: 0.3313, prior_entropy: 6.6439, relative_absolute_error: 0.7621, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0918, root_relative_squared_error: 0.9229, unweighted_recall: 0.3313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8232, f_measure: 0.2475, kappa: 0.2557, kb_relative_information_score: 0.4491, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2631, number_of_instances: 1600, precision: 0.2521, predictive_accuracy: 0.2631, prior_entropy: 6.6439, relative_absolute_error: 0.8236, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0944, root_relative_squared_error: 0.9483, unweighted_recall: 0.2631,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8128, f_measure: 0.4261, kappa: 0.4211, kb_relative_information_score: 0.5233, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4269, number_of_instances: 1600, precision: 0.4393, predictive_accuracy: 0.4269, prior_entropy: 6.6439, relative_absolute_error: 0.6452, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0912, root_relative_squared_error: 0.9163, unweighted_recall: 0.4269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8584, kappa: 0.1698, kb_relative_information_score: 0.3973, mean_absolute_error: 0.0179, mean_prior_absolute_error: 0.0198, weighted_recall: 0.1781, number_of_instances: 1600, predictive_accuracy: 0.1781, prior_entropy: 6.6439, relative_absolute_error: 0.9021, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.096, root_relative_squared_error: 0.9649, unweighted_recall: 0.1781,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8864, kappa: 0.31, kb_relative_information_score: 0.5211, mean_absolute_error: 0.0157, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3169, number_of_instances: 1600, predictive_accuracy: 0.3169, prior_entropy: 6.6439, relative_absolute_error: 0.7951, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0913, root_relative_squared_error: 0.9177, unweighted_recall: 0.3169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8714, kappa: 0.3731, kb_relative_information_score: 0.5408, mean_absolute_error: 0.0144, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3794, number_of_instances: 1600, predictive_accuracy: 0.3794, prior_entropy: 6.6439, relative_absolute_error: 0.7291, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0901, root_relative_squared_error: 0.9051, unweighted_recall: 0.3794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8271, f_measure: 0.2882, kappa: 0.2942, kb_relative_information_score: 0.4703, mean_absolute_error: 0.0157, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3013, number_of_instances: 1600, precision: 0.2978, predictive_accuracy: 0.3013, prior_entropy: 6.6439, relative_absolute_error: 0.7925, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.093, root_relative_squared_error: 0.9348, unweighted_recall: 0.3013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8734, f_measure: 0.2331, kappa: 0.2412, kb_relative_information_score: 0.4683, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2488, number_of_instances: 1600, precision: 0.244, predictive_accuracy: 0.2488, prior_entropy: 6.6439, relative_absolute_error: 0.8479, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0938, root_relative_squared_error: 0.9423, unweighted_recall: 0.2488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8844, kappa: 0.3131, kb_relative_information_score: 0.5252, mean_absolute_error: 0.0154, mean_prior_absolute_error: 0.0198, weighted_recall: 0.32, number_of_instances: 1600, predictive_accuracy: 0.32, prior_entropy: 6.6439, relative_absolute_error: 0.7796, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0915, root_relative_squared_error: 0.9199, unweighted_recall: 0.32,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8672, kappa: 0.2973, kb_relative_information_score: 0.4934, mean_absolute_error: 0.016, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3044, number_of_instances: 1600, predictive_accuracy: 0.3044, prior_entropy: 6.6439, relative_absolute_error: 0.8081, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0925, root_relative_squared_error: 0.93, unweighted_recall: 0.3044,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8699, f_measure: 0.3529, kappa: 0.3706, kb_relative_information_score: 0.5359, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3769, number_of_instances: 1600, precision: 0.3662, predictive_accuracy: 0.3769, prior_entropy: 6.6439, relative_absolute_error: 0.731, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0905, root_relative_squared_error: 0.9098, unweighted_recall: 0.3769,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8017, f_measure: 0.4147, kappa: 0.411, kb_relative_information_score: 0.5204, mean_absolute_error: 0.0126, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4169, number_of_instances: 1600, precision: 0.4241, predictive_accuracy: 0.4169, prior_entropy: 6.6439, relative_absolute_error: 0.6358, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0919, root_relative_squared_error: 0.9236, unweighted_recall: 0.4169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8941, kappa: 0.274, kb_relative_information_score: 0.5063, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2813, number_of_instances: 1600, predictive_accuracy: 0.2813, prior_entropy: 6.6439, relative_absolute_error: 0.8223, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0924, root_relative_squared_error: 0.9291, unweighted_recall: 0.2813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.853, kappa: 0.2506, kb_relative_information_score: 0.4617, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2581, number_of_instances: 1600, predictive_accuracy: 0.2581, prior_entropy: 6.6439, relative_absolute_error: 0.8401, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0937, root_relative_squared_error: 0.9419, unweighted_recall: 0.2581,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8504, f_measure: 0.2445, kappa: 0.2544, kb_relative_information_score: 0.4668, mean_absolute_error: 0.0164, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2619, number_of_instances: 1600, precision: 0.2439, predictive_accuracy: 0.2619, prior_entropy: 6.6439, relative_absolute_error: 0.828, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0938, root_relative_squared_error: 0.9429, unweighted_recall: 0.2619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8617, kappa: 0.3491, kb_relative_information_score: 0.5179, mean_absolute_error: 0.0149, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3556, number_of_instances: 1600, predictive_accuracy: 0.3556, prior_entropy: 6.6439, relative_absolute_error: 0.7528, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0914, root_relative_squared_error: 0.9188, unweighted_recall: 0.3556,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8001, f_measure: 0.4221, kappa: 0.4173, kb_relative_information_score: 0.5211, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4231, number_of_instances: 1600, precision: 0.4381, predictive_accuracy: 0.4231, prior_entropy: 6.6439, relative_absolute_error: 0.6286, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0911, root_relative_squared_error: 0.916, unweighted_recall: 0.4231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8116, f_measure: 0.3773, kappa: 0.3782, kb_relative_information_score: 0.5095, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3844, number_of_instances: 1600, precision: 0.3888, predictive_accuracy: 0.3844, prior_entropy: 6.6439, relative_absolute_error: 0.6939, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0917, root_relative_squared_error: 0.9215, unweighted_recall: 0.3844,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

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

OpenML APIs