Task
Supervised Classification on cylinder-bands

Supervised Classification on cylinder-bands

Task 14954 Supervised Classification cylinder-bands 6645 runs submitted
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  • OpenML-CC18 study_107 study_98 study_99
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7612, f_measure: 0.7731, kappa: 0.5322, kb_relative_information_score: 0.5359, mean_absolute_error: 0.2241, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7755, predictive_accuracy: 0.7759, prior_entropy: 0.9825, recall: 0.7759, relative_absolute_error: 0.4592, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4734, root_relative_squared_error: 0.9584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8299, f_measure: 0.8379, kappa: 0.6664, kb_relative_information_score: 0.6663, mean_absolute_error: 0.1611, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8386, predictive_accuracy: 0.8389, prior_entropy: 0.9825, recall: 0.8389, relative_absolute_error: 0.3302, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4014, root_relative_squared_error: 0.8127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8299, f_measure: 0.8379, kappa: 0.6664, kb_relative_information_score: 0.6663, mean_absolute_error: 0.1611, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8386, predictive_accuracy: 0.8389, prior_entropy: 0.9825, recall: 0.8389, relative_absolute_error: 0.3302, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4014, root_relative_squared_error: 0.8127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8299, f_measure: 0.8379, kappa: 0.6664, kb_relative_information_score: 0.6663, mean_absolute_error: 0.1611, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8386, predictive_accuracy: 0.8389, prior_entropy: 0.9825, recall: 0.8389, relative_absolute_error: 0.3302, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4014, root_relative_squared_error: 0.8127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7722, f_measure: 0.783, kappa: 0.5529, kb_relative_information_score: 0.555, mean_absolute_error: 0.2148, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7846, predictive_accuracy: 0.7852, prior_entropy: 0.9825, recall: 0.7852, relative_absolute_error: 0.4402, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4635, root_relative_squared_error: 0.9384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7722, f_measure: 0.783, kappa: 0.5529, kb_relative_information_score: 0.555, mean_absolute_error: 0.2148, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7846, predictive_accuracy: 0.7852, prior_entropy: 0.9825, recall: 0.7852, relative_absolute_error: 0.4402, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4635, root_relative_squared_error: 0.9384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7722, f_measure: 0.783, kappa: 0.5529, kb_relative_information_score: 0.555, mean_absolute_error: 0.2148, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7846, predictive_accuracy: 0.7852, prior_entropy: 0.9825, recall: 0.7852, relative_absolute_error: 0.4402, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4635, root_relative_squared_error: 0.9384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7506, f_measure: 0.761, kappa: 0.5078, kb_relative_information_score: 0.509, mean_absolute_error: 0.237, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7616, predictive_accuracy: 0.763, prior_entropy: 0.9825, recall: 0.763, relative_absolute_error: 0.4858, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4869, root_relative_squared_error: 0.9857,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7506, f_measure: 0.761, kappa: 0.5078, kb_relative_information_score: 0.509, mean_absolute_error: 0.237, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7616, predictive_accuracy: 0.763, prior_entropy: 0.9825, recall: 0.763, relative_absolute_error: 0.4858, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4869, root_relative_squared_error: 0.9857,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7506, f_measure: 0.761, kappa: 0.5078, kb_relative_information_score: 0.509, mean_absolute_error: 0.237, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7616, predictive_accuracy: 0.763, prior_entropy: 0.9825, recall: 0.763, relative_absolute_error: 0.4858, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4869, root_relative_squared_error: 0.9857,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8171, f_measure: 0.8236, kappa: 0.6375, kb_relative_information_score: 0.6356, mean_absolute_error: 0.1759, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8235, predictive_accuracy: 0.8241, prior_entropy: 0.9825, recall: 0.8241, relative_absolute_error: 0.3605, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4194, root_relative_squared_error: 0.8492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8171, f_measure: 0.8236, kappa: 0.6375, kb_relative_information_score: 0.6356, mean_absolute_error: 0.1759, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8235, predictive_accuracy: 0.8241, prior_entropy: 0.9825, recall: 0.8241, relative_absolute_error: 0.3605, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4194, root_relative_squared_error: 0.8492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8171, f_measure: 0.8236, kappa: 0.6375, kb_relative_information_score: 0.6356, mean_absolute_error: 0.1759, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8235, predictive_accuracy: 0.8241, prior_entropy: 0.9825, recall: 0.8241, relative_absolute_error: 0.3605, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4194, root_relative_squared_error: 0.8492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5132, f_measure: 0.4478, kappa: 0.0303, kb_relative_information_score: 0.1484, mean_absolute_error: 0.4111, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7598, predictive_accuracy: 0.5889, prior_entropy: 0.9825, recall: 0.5889, relative_absolute_error: 0.8425, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6412, root_relative_squared_error: 1.2982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5132, f_measure: 0.4478, kappa: 0.0303, kb_relative_information_score: 0.1484, mean_absolute_error: 0.4111, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7598, predictive_accuracy: 0.5889, prior_entropy: 0.9825, recall: 0.5889, relative_absolute_error: 0.8425, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6412, root_relative_squared_error: 1.2982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5132, f_measure: 0.4478, kappa: 0.0303, kb_relative_information_score: 0.1484, mean_absolute_error: 0.4111, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7598, predictive_accuracy: 0.5889, prior_entropy: 0.9825, recall: 0.5889, relative_absolute_error: 0.8425, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6412, root_relative_squared_error: 1.2982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8171, f_measure: 0.8236, kappa: 0.6375, kb_relative_information_score: 0.6356, mean_absolute_error: 0.1759, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8235, predictive_accuracy: 0.8241, prior_entropy: 0.9825, recall: 0.8241, relative_absolute_error: 0.3605, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4194, root_relative_squared_error: 0.8492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8171, f_measure: 0.8236, kappa: 0.6375, kb_relative_information_score: 0.6356, mean_absolute_error: 0.1759, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8235, predictive_accuracy: 0.8241, prior_entropy: 0.9825, recall: 0.8241, relative_absolute_error: 0.3605, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4194, root_relative_squared_error: 0.8492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8171, f_measure: 0.8236, kappa: 0.6375, kb_relative_information_score: 0.6356, mean_absolute_error: 0.1759, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8235, predictive_accuracy: 0.8241, prior_entropy: 0.9825, recall: 0.8241, relative_absolute_error: 0.3605, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4194, root_relative_squared_error: 0.8492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5088, f_measure: 0.4397, kappa: 0.0202, kb_relative_information_score: 0.1408, mean_absolute_error: 0.4148, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7585, predictive_accuracy: 0.5852, prior_entropy: 0.9825, recall: 0.5852, relative_absolute_error: 0.8501, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6441, root_relative_squared_error: 1.304,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5088, f_measure: 0.4397, kappa: 0.0202, kb_relative_information_score: 0.1408, mean_absolute_error: 0.4148, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7585, predictive_accuracy: 0.5852, prior_entropy: 0.9825, recall: 0.5852, relative_absolute_error: 0.8501, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6441, root_relative_squared_error: 1.304,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5088, f_measure: 0.4397, kappa: 0.0202, kb_relative_information_score: 0.1408, mean_absolute_error: 0.4148, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7585, predictive_accuracy: 0.5852, prior_entropy: 0.9825, recall: 0.5852, relative_absolute_error: 0.8501, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6441, root_relative_squared_error: 1.304,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7513, f_measure: 0.76, kappa: 0.5066, kb_relative_information_score: 0.5052, mean_absolute_error: 0.2389, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7599, predictive_accuracy: 0.7611, prior_entropy: 0.9825, recall: 0.7611, relative_absolute_error: 0.4896, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4888, root_relative_squared_error: 0.9896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.606, f_measure: 0.6003, kappa: 0.2359, kb_relative_information_score: 0.3057, mean_absolute_error: 0.3352, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7524, predictive_accuracy: 0.6648, prior_entropy: 0.9825, recall: 0.6648, relative_absolute_error: 0.6869, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.579, root_relative_squared_error: 1.1722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.606, f_measure: 0.6003, kappa: 0.2359, kb_relative_information_score: 0.3057, mean_absolute_error: 0.3352, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7524, predictive_accuracy: 0.6648, prior_entropy: 0.9825, recall: 0.6648, relative_absolute_error: 0.6869, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.579, root_relative_squared_error: 1.1722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7513, f_measure: 0.76, kappa: 0.5066, kb_relative_information_score: 0.5052, mean_absolute_error: 0.2389, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7599, predictive_accuracy: 0.7611, prior_entropy: 0.9825, recall: 0.7611, relative_absolute_error: 0.4896, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4888, root_relative_squared_error: 0.9896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7513, f_measure: 0.76, kappa: 0.5066, kb_relative_information_score: 0.5052, mean_absolute_error: 0.2389, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7599, predictive_accuracy: 0.7611, prior_entropy: 0.9825, recall: 0.7611, relative_absolute_error: 0.4896, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4888, root_relative_squared_error: 0.9896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7427, f_measure: 0.751, kappa: 0.4884, kb_relative_information_score: 0.486, mean_absolute_error: 0.2481, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7507, predictive_accuracy: 0.7519, prior_entropy: 0.9825, recall: 0.7519, relative_absolute_error: 0.5086, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4981, root_relative_squared_error: 1.0086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7548, f_measure: 0.766, kappa: 0.5179, kb_relative_information_score: 0.5205, mean_absolute_error: 0.2315, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7675, predictive_accuracy: 0.7685, prior_entropy: 0.9825, recall: 0.7685, relative_absolute_error: 0.4744, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4811, root_relative_squared_error: 0.9741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7548, f_measure: 0.766, kappa: 0.5179, kb_relative_information_score: 0.5205, mean_absolute_error: 0.2315, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7675, predictive_accuracy: 0.7685, prior_entropy: 0.9825, recall: 0.7685, relative_absolute_error: 0.4744, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4811, root_relative_squared_error: 0.9741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7427, f_measure: 0.751, kappa: 0.4884, kb_relative_information_score: 0.486, mean_absolute_error: 0.2481, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7507, predictive_accuracy: 0.7519, prior_entropy: 0.9825, recall: 0.7519, relative_absolute_error: 0.5086, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4981, root_relative_squared_error: 1.0086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7427, f_measure: 0.751, kappa: 0.4884, kb_relative_information_score: 0.486, mean_absolute_error: 0.2481, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7507, predictive_accuracy: 0.7519, prior_entropy: 0.9825, recall: 0.7519, relative_absolute_error: 0.5086, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4981, root_relative_squared_error: 1.0086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6619, f_measure: 0.6754, kappa: 0.3492, kb_relative_information_score: 0.3901, mean_absolute_error: 0.2944, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7403, predictive_accuracy: 0.7056, prior_entropy: 0.9825, recall: 0.7056, relative_absolute_error: 0.6034, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.5426, root_relative_squared_error: 1.0986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6619, f_measure: 0.6754, kappa: 0.3492, kb_relative_information_score: 0.3901, mean_absolute_error: 0.2944, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7403, predictive_accuracy: 0.7056, prior_entropy: 0.9825, recall: 0.7056, relative_absolute_error: 0.6034, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.5426, root_relative_squared_error: 1.0986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6619, f_measure: 0.6754, kappa: 0.3492, kb_relative_information_score: 0.3901, mean_absolute_error: 0.2944, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7403, predictive_accuracy: 0.7056, prior_entropy: 0.9825, recall: 0.7056, relative_absolute_error: 0.6034, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.5426, root_relative_squared_error: 1.0986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.511, f_measure: 0.4438, kappa: 0.0253, kb_relative_information_score: 0.1446, mean_absolute_error: 0.413, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7592, predictive_accuracy: 0.587, prior_entropy: 0.9825, recall: 0.587, relative_absolute_error: 0.8463, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6426, root_relative_squared_error: 1.3011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.511, f_measure: 0.4438, kappa: 0.0253, kb_relative_information_score: 0.1446, mean_absolute_error: 0.413, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7592, predictive_accuracy: 0.587, prior_entropy: 0.9825, recall: 0.587, relative_absolute_error: 0.8463, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6426, root_relative_squared_error: 1.3011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.511, f_measure: 0.4438, kappa: 0.0253, kb_relative_information_score: 0.1446, mean_absolute_error: 0.413, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7592, predictive_accuracy: 0.587, prior_entropy: 0.9825, recall: 0.587, relative_absolute_error: 0.8463, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6426, root_relative_squared_error: 1.3011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.1254, mean_absolute_error: 0.4222, mean_prior_absolute_error: 0.4879, number_of_instances: 540, predictive_accuracy: 0.5778, prior_entropy: 0.9825, recall: 0.5778, relative_absolute_error: 0.8653, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6498, root_relative_squared_error: 1.3156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.1254, mean_absolute_error: 0.4222, mean_prior_absolute_error: 0.4879, number_of_instances: 540, predictive_accuracy: 0.5778, prior_entropy: 0.9825, recall: 0.5778, relative_absolute_error: 0.8653, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6498, root_relative_squared_error: 1.3156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.1254, mean_absolute_error: 0.4222, mean_prior_absolute_error: 0.4879, number_of_instances: 540, predictive_accuracy: 0.5778, prior_entropy: 0.9825, recall: 0.5778, relative_absolute_error: 0.8653, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6498, root_relative_squared_error: 1.3156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5132, f_measure: 0.4478, kappa: 0.0303, kb_relative_information_score: 0.1484, mean_absolute_error: 0.4111, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7598, predictive_accuracy: 0.5889, prior_entropy: 0.9825, recall: 0.5889, relative_absolute_error: 0.8425, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6412, root_relative_squared_error: 1.2982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5132, f_measure: 0.4478, kappa: 0.0303, kb_relative_information_score: 0.1484, mean_absolute_error: 0.4111, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7598, predictive_accuracy: 0.5889, prior_entropy: 0.9825, recall: 0.5889, relative_absolute_error: 0.8425, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6412, root_relative_squared_error: 1.2982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5132, f_measure: 0.4478, kappa: 0.0303, kb_relative_information_score: 0.1484, mean_absolute_error: 0.4111, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7598, predictive_accuracy: 0.5889, prior_entropy: 0.9825, recall: 0.5889, relative_absolute_error: 0.8425, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6412, root_relative_squared_error: 1.2982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5132, f_measure: 0.4478, kappa: 0.0303, kb_relative_information_score: 0.1484, mean_absolute_error: 0.4111, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7598, predictive_accuracy: 0.5889, prior_entropy: 0.9825, recall: 0.5889, relative_absolute_error: 0.8425, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6412, root_relative_squared_error: 1.2982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5132, f_measure: 0.4478, kappa: 0.0303, kb_relative_information_score: 0.1484, mean_absolute_error: 0.4111, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7598, predictive_accuracy: 0.5889, prior_entropy: 0.9825, recall: 0.5889, relative_absolute_error: 0.8425, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6412, root_relative_squared_error: 1.2982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5132, f_measure: 0.4478, kappa: 0.0303, kb_relative_information_score: 0.1484, mean_absolute_error: 0.4111, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7598, predictive_accuracy: 0.5889, prior_entropy: 0.9825, recall: 0.5889, relative_absolute_error: 0.8425, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6412, root_relative_squared_error: 1.2982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8117, f_measure: 0.818, kappa: 0.6263, kb_relative_information_score: 0.6241, mean_absolute_error: 0.1815, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8179, predictive_accuracy: 0.8185, prior_entropy: 0.9825, recall: 0.8185, relative_absolute_error: 0.3719, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.426, root_relative_squared_error: 0.8625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8117, f_measure: 0.818, kappa: 0.6263, kb_relative_information_score: 0.6241, mean_absolute_error: 0.1815, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8179, predictive_accuracy: 0.8185, prior_entropy: 0.9825, recall: 0.8185, relative_absolute_error: 0.3719, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.426, root_relative_squared_error: 0.8625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8117, f_measure: 0.818, kappa: 0.6263, kb_relative_information_score: 0.6241, mean_absolute_error: 0.1815, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8179, predictive_accuracy: 0.8185, prior_entropy: 0.9825, recall: 0.8185, relative_absolute_error: 0.3719, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.426, root_relative_squared_error: 0.8625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5154, f_measure: 0.4518, kappa: 0.0353, kb_relative_information_score: 0.1523, mean_absolute_error: 0.4093, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7604, predictive_accuracy: 0.5907, prior_entropy: 0.9825, recall: 0.5907, relative_absolute_error: 0.8387, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6397, root_relative_squared_error: 1.2952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5154, f_measure: 0.4518, kappa: 0.0353, kb_relative_information_score: 0.1523, mean_absolute_error: 0.4093, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7604, predictive_accuracy: 0.5907, prior_entropy: 0.9825, recall: 0.5907, relative_absolute_error: 0.8387, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6397, root_relative_squared_error: 1.2952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5154, f_measure: 0.4518, kappa: 0.0353, kb_relative_information_score: 0.1523, mean_absolute_error: 0.4093, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7604, predictive_accuracy: 0.5907, prior_entropy: 0.9825, recall: 0.5907, relative_absolute_error: 0.8387, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6397, root_relative_squared_error: 1.2952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7506, f_measure: 0.761, kappa: 0.5078, kb_relative_information_score: 0.509, mean_absolute_error: 0.237, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7616, predictive_accuracy: 0.763, prior_entropy: 0.9825, recall: 0.763, relative_absolute_error: 0.4858, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4869, root_relative_squared_error: 0.9857,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7506, f_measure: 0.761, kappa: 0.5078, kb_relative_information_score: 0.509, mean_absolute_error: 0.237, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7616, predictive_accuracy: 0.763, prior_entropy: 0.9825, recall: 0.763, relative_absolute_error: 0.4858, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4869, root_relative_squared_error: 0.9857,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7506, f_measure: 0.761, kappa: 0.5078, kb_relative_information_score: 0.509, mean_absolute_error: 0.237, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7616, predictive_accuracy: 0.763, prior_entropy: 0.9825, recall: 0.763, relative_absolute_error: 0.4858, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4869, root_relative_squared_error: 0.9857,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7718, f_measure: 0.7816, kappa: 0.5503, kb_relative_information_score: 0.5512, mean_absolute_error: 0.2167, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7824, predictive_accuracy: 0.7833, prior_entropy: 0.9825, recall: 0.7833, relative_absolute_error: 0.444, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4655, root_relative_squared_error: 0.9424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7718, f_measure: 0.7816, kappa: 0.5503, kb_relative_information_score: 0.5512, mean_absolute_error: 0.2167, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7824, predictive_accuracy: 0.7833, prior_entropy: 0.9825, recall: 0.7833, relative_absolute_error: 0.444, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4655, root_relative_squared_error: 0.9424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7718, f_measure: 0.7816, kappa: 0.5503, kb_relative_information_score: 0.5512, mean_absolute_error: 0.2167, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7824, predictive_accuracy: 0.7833, prior_entropy: 0.9825, recall: 0.7833, relative_absolute_error: 0.444, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4655, root_relative_squared_error: 0.9424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5374, f_measure: 0.4969, kappa: 0.0852, kb_relative_information_score: 0.1868, mean_absolute_error: 0.3926, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.6967, predictive_accuracy: 0.6074, prior_entropy: 0.9825, recall: 0.6074, relative_absolute_error: 0.8046, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6266, root_relative_squared_error: 1.2686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5374, f_measure: 0.4969, kappa: 0.0852, kb_relative_information_score: 0.1868, mean_absolute_error: 0.3926, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.6967, predictive_accuracy: 0.6074, prior_entropy: 0.9825, recall: 0.6074, relative_absolute_error: 0.8046, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6266, root_relative_squared_error: 1.2686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5374, f_measure: 0.4969, kappa: 0.0852, kb_relative_information_score: 0.1868, mean_absolute_error: 0.3926, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.6967, predictive_accuracy: 0.6074, prior_entropy: 0.9825, recall: 0.6074, relative_absolute_error: 0.8046, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6266, root_relative_squared_error: 1.2686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8155, f_measure: 0.8218, kappa: 0.6339, kb_relative_information_score: 0.6318, mean_absolute_error: 0.1778, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8217, predictive_accuracy: 0.8222, prior_entropy: 0.9825, recall: 0.8222, relative_absolute_error: 0.3643, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4216, root_relative_squared_error: 0.8537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8155, f_measure: 0.8218, kappa: 0.6339, kb_relative_information_score: 0.6318, mean_absolute_error: 0.1778, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8217, predictive_accuracy: 0.8222, prior_entropy: 0.9825, recall: 0.8222, relative_absolute_error: 0.3643, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4216, root_relative_squared_error: 0.8537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8155, f_measure: 0.8218, kappa: 0.6339, kb_relative_information_score: 0.6318, mean_absolute_error: 0.1778, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8217, predictive_accuracy: 0.8222, prior_entropy: 0.9825, recall: 0.8222, relative_absolute_error: 0.3643, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4216, root_relative_squared_error: 0.8537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.622, f_measure: 0.6222, kappa: 0.2697, kb_relative_information_score: 0.3326, mean_absolute_error: 0.3222, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7568, predictive_accuracy: 0.6778, prior_entropy: 0.9825, recall: 0.6778, relative_absolute_error: 0.6604, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.5676, root_relative_squared_error: 1.1493,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.622, f_measure: 0.6222, kappa: 0.2697, kb_relative_information_score: 0.3326, mean_absolute_error: 0.3222, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7568, predictive_accuracy: 0.6778, prior_entropy: 0.9825, recall: 0.6778, relative_absolute_error: 0.6604, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.5676, root_relative_squared_error: 1.1493,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.622, f_measure: 0.6222, kappa: 0.2697, kb_relative_information_score: 0.3326, mean_absolute_error: 0.3222, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7568, predictive_accuracy: 0.6778, prior_entropy: 0.9825, recall: 0.6778, relative_absolute_error: 0.6604, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.5676, root_relative_squared_error: 1.1493,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.768, f_measure: 0.7779, kappa: 0.5427, kb_relative_information_score: 0.5435, mean_absolute_error: 0.2204, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7786, predictive_accuracy: 0.7796, prior_entropy: 0.9825, recall: 0.7796, relative_absolute_error: 0.4516, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4694, root_relative_squared_error: 0.9504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.768, f_measure: 0.7779, kappa: 0.5427, kb_relative_information_score: 0.5435, mean_absolute_error: 0.2204, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7786, predictive_accuracy: 0.7796, prior_entropy: 0.9825, recall: 0.7796, relative_absolute_error: 0.4516, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4694, root_relative_squared_error: 0.9504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.768, f_measure: 0.7779, kappa: 0.5427, kb_relative_information_score: 0.5435, mean_absolute_error: 0.2204, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7786, predictive_accuracy: 0.7796, prior_entropy: 0.9825, recall: 0.7796, relative_absolute_error: 0.4516, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4694, root_relative_squared_error: 0.9504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5534, f_measure: 0.5237, kappa: 0.1207, kb_relative_information_score: 0.2136, mean_absolute_error: 0.3796, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7081, predictive_accuracy: 0.6204, prior_entropy: 0.9825, recall: 0.6204, relative_absolute_error: 0.778, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6161, root_relative_squared_error: 1.2475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5534, f_measure: 0.5237, kappa: 0.1207, kb_relative_information_score: 0.2136, mean_absolute_error: 0.3796, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7081, predictive_accuracy: 0.6204, prior_entropy: 0.9825, recall: 0.6204, relative_absolute_error: 0.778, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6161, root_relative_squared_error: 1.2475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5534, f_measure: 0.5237, kappa: 0.1207, kb_relative_information_score: 0.2136, mean_absolute_error: 0.3796, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7081, predictive_accuracy: 0.6204, prior_entropy: 0.9825, recall: 0.6204, relative_absolute_error: 0.778, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6161, root_relative_squared_error: 1.2475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5374, f_measure: 0.4969, kappa: 0.0852, kb_relative_information_score: 0.1868, mean_absolute_error: 0.3926, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.6967, predictive_accuracy: 0.6074, prior_entropy: 0.9825, recall: 0.6074, relative_absolute_error: 0.8046, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6266, root_relative_squared_error: 1.2686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5374, f_measure: 0.4969, kappa: 0.0852, kb_relative_information_score: 0.1868, mean_absolute_error: 0.3926, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.6967, predictive_accuracy: 0.6074, prior_entropy: 0.9825, recall: 0.6074, relative_absolute_error: 0.8046, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6266, root_relative_squared_error: 1.2686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5374, f_measure: 0.4969, kappa: 0.0852, kb_relative_information_score: 0.1868, mean_absolute_error: 0.3926, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.6967, predictive_accuracy: 0.6074, prior_entropy: 0.9825, recall: 0.6074, relative_absolute_error: 0.8046, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6266, root_relative_squared_error: 1.2686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7382, f_measure: 0.7483, kappa: 0.4818, kb_relative_information_score: 0.4822, mean_absolute_error: 0.25, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7484, predictive_accuracy: 0.75, prior_entropy: 0.9825, recall: 0.75, relative_absolute_error: 0.5124, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.5, root_relative_squared_error: 1.0123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7382, f_measure: 0.7483, kappa: 0.4818, kb_relative_information_score: 0.4822, mean_absolute_error: 0.25, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7484, predictive_accuracy: 0.75, prior_entropy: 0.9825, recall: 0.75, relative_absolute_error: 0.5124, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.5, root_relative_squared_error: 1.0123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7382, f_measure: 0.7483, kappa: 0.4818, kb_relative_information_score: 0.4822, mean_absolute_error: 0.25, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7484, predictive_accuracy: 0.75, prior_entropy: 0.9825, recall: 0.75, relative_absolute_error: 0.5124, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.5, root_relative_squared_error: 1.0123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.1254, mean_absolute_error: 0.4222, mean_prior_absolute_error: 0.4879, number_of_instances: 540, predictive_accuracy: 0.5778, prior_entropy: 0.9825, recall: 0.5778, relative_absolute_error: 0.8653, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6498, root_relative_squared_error: 1.3156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.1254, mean_absolute_error: 0.4222, mean_prior_absolute_error: 0.4879, number_of_instances: 540, predictive_accuracy: 0.5778, prior_entropy: 0.9825, recall: 0.5778, relative_absolute_error: 0.8653, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6498, root_relative_squared_error: 1.3156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.1254, mean_absolute_error: 0.4222, mean_prior_absolute_error: 0.4879, number_of_instances: 540, predictive_accuracy: 0.5778, prior_entropy: 0.9825, recall: 0.5778, relative_absolute_error: 0.8653, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6498, root_relative_squared_error: 1.3156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.735, f_measure: 0.7447, kappa: 0.4747, kb_relative_information_score: 0.4745, mean_absolute_error: 0.2537, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7447, predictive_accuracy: 0.7463, prior_entropy: 0.9825, recall: 0.7463, relative_absolute_error: 0.5199, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.5037, root_relative_squared_error: 1.0198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.735, f_measure: 0.7447, kappa: 0.4747, kb_relative_information_score: 0.4745, mean_absolute_error: 0.2537, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7447, predictive_accuracy: 0.7463, prior_entropy: 0.9825, recall: 0.7463, relative_absolute_error: 0.5199, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.5037, root_relative_squared_error: 1.0198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.735, f_measure: 0.7447, kappa: 0.4747, kb_relative_information_score: 0.4745, mean_absolute_error: 0.2537, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7447, predictive_accuracy: 0.7463, prior_entropy: 0.9825, recall: 0.7463, relative_absolute_error: 0.5199, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.5037, root_relative_squared_error: 1.0198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.611, f_measure: 0.6077, kappa: 0.2463, kb_relative_information_score: 0.3134, mean_absolute_error: 0.3315, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7498, predictive_accuracy: 0.6685, prior_entropy: 0.9825, recall: 0.6685, relative_absolute_error: 0.6793, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.5757, root_relative_squared_error: 1.1657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.611, f_measure: 0.6077, kappa: 0.2463, kb_relative_information_score: 0.3134, mean_absolute_error: 0.3315, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7498, predictive_accuracy: 0.6685, prior_entropy: 0.9825, recall: 0.6685, relative_absolute_error: 0.6793, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.5757, root_relative_squared_error: 1.1657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.611, f_measure: 0.6077, kappa: 0.2463, kb_relative_information_score: 0.3134, mean_absolute_error: 0.3315, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7498, predictive_accuracy: 0.6685, prior_entropy: 0.9825, recall: 0.6685, relative_absolute_error: 0.6793, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.5757, root_relative_squared_error: 1.1657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7843, f_measure: 0.7932, kappa: 0.5744, kb_relative_information_score: 0.5742, mean_absolute_error: 0.2056, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7936, predictive_accuracy: 0.7944, prior_entropy: 0.9825, recall: 0.7944, relative_absolute_error: 0.4213, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4534, root_relative_squared_error: 0.9179,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7843, f_measure: 0.7932, kappa: 0.5744, kb_relative_information_score: 0.5742, mean_absolute_error: 0.2056, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7936, predictive_accuracy: 0.7944, prior_entropy: 0.9825, recall: 0.7944, relative_absolute_error: 0.4213, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4534, root_relative_squared_error: 0.9179,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7843, f_measure: 0.7932, kappa: 0.5744, kb_relative_information_score: 0.5742, mean_absolute_error: 0.2056, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7936, predictive_accuracy: 0.7944, prior_entropy: 0.9825, recall: 0.7944, relative_absolute_error: 0.4213, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4534, root_relative_squared_error: 0.9179,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7903, f_measure: 0.7989, kappa: 0.5862, kb_relative_information_score: 0.5857, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7992, predictive_accuracy: 0.8, prior_entropy: 0.9825, recall: 0.8, relative_absolute_error: 0.4099, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4472, root_relative_squared_error: 0.9054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7903, f_measure: 0.7989, kappa: 0.5862, kb_relative_information_score: 0.5857, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7992, predictive_accuracy: 0.8, prior_entropy: 0.9825, recall: 0.8, relative_absolute_error: 0.4099, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4472, root_relative_squared_error: 0.9054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7903, f_measure: 0.7989, kappa: 0.5862, kb_relative_information_score: 0.5857, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7992, predictive_accuracy: 0.8, prior_entropy: 0.9825, recall: 0.8, relative_absolute_error: 0.4099, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4472, root_relative_squared_error: 0.9054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7728, f_measure: 0.7832, kappa: 0.5534, kb_relative_information_score: 0.555, mean_absolute_error: 0.2148, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7844, predictive_accuracy: 0.7852, prior_entropy: 0.9825, recall: 0.7852, relative_absolute_error: 0.4402, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4635, root_relative_squared_error: 0.9384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7728, f_measure: 0.7832, kappa: 0.5534, kb_relative_information_score: 0.555, mean_absolute_error: 0.2148, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7844, predictive_accuracy: 0.7852, prior_entropy: 0.9825, recall: 0.7852, relative_absolute_error: 0.4402, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4635, root_relative_squared_error: 0.9384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7728, f_measure: 0.7832, kappa: 0.5534, kb_relative_information_score: 0.555, mean_absolute_error: 0.2148, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7844, predictive_accuracy: 0.7852, prior_entropy: 0.9825, recall: 0.7852, relative_absolute_error: 0.4402, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4635, root_relative_squared_error: 0.9384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8349, f_measure: 0.8419, kappa: 0.6749, kb_relative_information_score: 0.6739, mean_absolute_error: 0.1574, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8422, predictive_accuracy: 0.8426, prior_entropy: 0.9825, recall: 0.8426, relative_absolute_error: 0.3226, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.3967, root_relative_squared_error: 0.8033,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8349, f_measure: 0.8419, kappa: 0.6749, kb_relative_information_score: 0.6739, mean_absolute_error: 0.1574, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8422, predictive_accuracy: 0.8426, prior_entropy: 0.9825, recall: 0.8426, relative_absolute_error: 0.3226, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.3967, root_relative_squared_error: 0.8033,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

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From your own software

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

OpenML APIs