Task
Supervised Classification on cnae-9

Supervised Classification on cnae-9

Task 9981 Supervised Classification cnae-9 22831 runs submitted
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  • OpenML-CC18 OpenML100 study_107 study_123 study_14 study_218 study_7 study_98 study_99
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22831 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.965, f_measure: 0.891, kappa: 0.875, kb_relative_information_score: 0.8783, mean_absolute_error: 0.0287, mean_prior_absolute_error: 0.1975, weighted_recall: 0.8889, number_of_instances: 1080, precision: 0.8966, predictive_accuracy: 0.8889, prior_entropy: 3.1699, relative_absolute_error: 0.1453, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1393, root_relative_squared_error: 0.4434, unweighted_recall: 0.8889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9752, f_measure: 0.8857, kappa: 0.8708, kb_relative_information_score: 0.8789, mean_absolute_error: 0.0295, mean_prior_absolute_error: 0.1975, weighted_recall: 0.8852, number_of_instances: 1080, precision: 0.8868, predictive_accuracy: 0.8852, prior_entropy: 3.1699, relative_absolute_error: 0.1492, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1377, root_relative_squared_error: 0.4382, unweighted_recall: 0.8852,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9388, f_measure: 0.7131, kappa: 0.6729, kb_relative_information_score: 0.6763, mean_absolute_error: 0.0837, mean_prior_absolute_error: 0.1975, weighted_recall: 0.7093, number_of_instances: 1080, precision: 0.747, predictive_accuracy: 0.7093, prior_entropy: 3.1699, relative_absolute_error: 0.4236, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2065, root_relative_squared_error: 0.6569, unweighted_recall: 0.7093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8454, f_measure: 0.458, kappa: 0.3885, kb_relative_information_score: 0.4312, mean_absolute_error: 0.1389, mean_prior_absolute_error: 0.1975, weighted_recall: 0.4565, number_of_instances: 1080, precision: 0.5046, predictive_accuracy: 0.4565, prior_entropy: 3.1699, relative_absolute_error: 0.703, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2633, root_relative_squared_error: 0.8379, unweighted_recall: 0.4565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8193, f_measure: 0.4071, kappa: 0.3417, kb_relative_information_score: 0.3871, mean_absolute_error: 0.1471, mean_prior_absolute_error: 0.1975, weighted_recall: 0.4148, number_of_instances: 1080, precision: 0.4499, predictive_accuracy: 0.4148, prior_entropy: 3.1699, relative_absolute_error: 0.7446, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2726, root_relative_squared_error: 0.8675, unweighted_recall: 0.4148,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6775, kappa: 0.1469, kb_relative_information_score: 0.1798, mean_absolute_error: 0.1855, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2417, number_of_instances: 1080, predictive_accuracy: 0.2417, prior_entropy: 3.1699, relative_absolute_error: 0.9393, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.9711, unweighted_recall: 0.2417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6812, kappa: 0.151, kb_relative_information_score: 0.1799, mean_absolute_error: 0.1855, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2454, number_of_instances: 1080, predictive_accuracy: 0.2454, prior_entropy: 3.1699, relative_absolute_error: 0.9391, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.9711, unweighted_recall: 0.2454,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6797, kappa: 0.1406, kb_relative_information_score: 0.1819, mean_absolute_error: 0.1855, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2361, number_of_instances: 1080, predictive_accuracy: 0.2361, prior_entropy: 3.1699, relative_absolute_error: 0.9392, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3053, root_relative_squared_error: 0.9713, unweighted_recall: 0.2361,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7101, kappa: 0.1813, kb_relative_information_score: 0.2159, mean_absolute_error: 0.1816, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2722, number_of_instances: 1080, predictive_accuracy: 0.2722, prior_entropy: 3.1699, relative_absolute_error: 0.9195, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3021, root_relative_squared_error: 0.9613, unweighted_recall: 0.2722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.721, kappa: 0.1906, kb_relative_information_score: 0.2299, mean_absolute_error: 0.1798, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2806, number_of_instances: 1080, predictive_accuracy: 0.2806, prior_entropy: 3.1699, relative_absolute_error: 0.9104, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3008, root_relative_squared_error: 0.9572, unweighted_recall: 0.2806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.676, kappa: 0.149, kb_relative_information_score: 0.1838, mean_absolute_error: 0.1853, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2435, number_of_instances: 1080, predictive_accuracy: 0.2435, prior_entropy: 3.1699, relative_absolute_error: 0.9381, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3051, root_relative_squared_error: 0.971, unweighted_recall: 0.2435,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7192, kappa: 0.1865, kb_relative_information_score: 0.2264, mean_absolute_error: 0.1802, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2769, number_of_instances: 1080, predictive_accuracy: 0.2769, prior_entropy: 3.1699, relative_absolute_error: 0.9121, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3011, root_relative_squared_error: 0.9582, unweighted_recall: 0.2769,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7095, kappa: 0.1719, kb_relative_information_score: 0.2091, mean_absolute_error: 0.1822, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2639, number_of_instances: 1080, predictive_accuracy: 0.2639, prior_entropy: 3.1699, relative_absolute_error: 0.9225, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3029, root_relative_squared_error: 0.9637, unweighted_recall: 0.2639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6778, kappa: 0.1427, kb_relative_information_score: 0.1776, mean_absolute_error: 0.1858, mean_prior_absolute_error: 0.1975, weighted_recall: 0.238, number_of_instances: 1080, predictive_accuracy: 0.238, prior_entropy: 3.1699, relative_absolute_error: 0.9408, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3051, root_relative_squared_error: 0.9709, unweighted_recall: 0.238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6752, kappa: 0.15, kb_relative_information_score: 0.1832, mean_absolute_error: 0.1853, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2444, number_of_instances: 1080, predictive_accuracy: 0.2444, prior_entropy: 3.1699, relative_absolute_error: 0.9382, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3051, root_relative_squared_error: 0.971, unweighted_recall: 0.2444,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6754, kappa: 0.1323, kb_relative_information_score: 0.1828, mean_absolute_error: 0.1855, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2287, number_of_instances: 1080, predictive_accuracy: 0.2287, prior_entropy: 3.1699, relative_absolute_error: 0.9389, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3053, root_relative_squared_error: 0.9714, unweighted_recall: 0.2287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9705, f_measure: 0.8514, kappa: 0.8313, kb_relative_information_score: 0.8348, mean_absolute_error: 0.0394, mean_prior_absolute_error: 0.1975, weighted_recall: 0.85, number_of_instances: 1080, precision: 0.8566, predictive_accuracy: 0.85, prior_entropy: 3.1699, relative_absolute_error: 0.1996, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1577, root_relative_squared_error: 0.502, unweighted_recall: 0.85,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6792, kappa: 0.1469, kb_relative_information_score: 0.184, mean_absolute_error: 0.1852, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2417, number_of_instances: 1080, predictive_accuracy: 0.2417, prior_entropy: 3.1699, relative_absolute_error: 0.9373, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.9712, unweighted_recall: 0.2417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7234, f_measure: 0.2388, kappa: 0.1958, kb_relative_information_score: 0.2249, mean_absolute_error: 0.1803, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2852, number_of_instances: 1080, precision: 0.247, predictive_accuracy: 0.2852, prior_entropy: 3.1699, relative_absolute_error: 0.9127, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3014, root_relative_squared_error: 0.9589, unweighted_recall: 0.2852,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.859, f_measure: 0.711, kappa: 0.6771, kb_relative_information_score: 0.6983, mean_absolute_error: 0.0707, mean_prior_absolute_error: 0.1975, weighted_recall: 0.713, number_of_instances: 1080, precision: 0.7225, predictive_accuracy: 0.713, prior_entropy: 3.1699, relative_absolute_error: 0.3579, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.224, root_relative_squared_error: 0.7129, unweighted_recall: 0.713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.8264, kappa: 0.801, kb_relative_information_score: 0.8025, mean_absolute_error: 0.0504, mean_prior_absolute_error: 0.1975, weighted_recall: 0.8231, number_of_instances: 1080, precision: 0.8334, predictive_accuracy: 0.8231, prior_entropy: 3.1699, relative_absolute_error: 0.2553, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1624, root_relative_squared_error: 0.5168, unweighted_recall: 0.8231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.863, f_measure: 0.4881, kappa: 0.4125, kb_relative_information_score: 0.4816, mean_absolute_error: 0.1266, mean_prior_absolute_error: 0.1975, weighted_recall: 0.4778, number_of_instances: 1080, precision: 0.5208, predictive_accuracy: 0.4778, prior_entropy: 3.1699, relative_absolute_error: 0.6411, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2561, root_relative_squared_error: 0.815, unweighted_recall: 0.4778,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6815, kappa: 0.1427, kb_relative_information_score: 0.1831, mean_absolute_error: 0.1855, mean_prior_absolute_error: 0.1975, weighted_recall: 0.238, number_of_instances: 1080, predictive_accuracy: 0.238, prior_entropy: 3.1699, relative_absolute_error: 0.939, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.9711, unweighted_recall: 0.238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.952, f_measure: 0.7442, kappa: 0.7052, kb_relative_information_score: 0.7134, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.1975, weighted_recall: 0.738, number_of_instances: 1080, precision: 0.7614, predictive_accuracy: 0.738, prior_entropy: 3.1699, relative_absolute_error: 0.3749, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1967, root_relative_squared_error: 0.626, unweighted_recall: 0.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7181, kappa: 0.1969, kb_relative_information_score: 0.2297, mean_absolute_error: 0.1798, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2861, number_of_instances: 1080, predictive_accuracy: 0.2861, prior_entropy: 3.1699, relative_absolute_error: 0.9102, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3014, root_relative_squared_error: 0.9591, unweighted_recall: 0.2861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6779, kappa: 0.1427, kb_relative_information_score: 0.1759, mean_absolute_error: 0.1859, mean_prior_absolute_error: 0.1975, weighted_recall: 0.238, number_of_instances: 1080, predictive_accuracy: 0.238, prior_entropy: 3.1699, relative_absolute_error: 0.9411, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3056, root_relative_squared_error: 0.9724, unweighted_recall: 0.238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9066, kappa: 0.8938, kb_relative_information_score: 0.8954, mean_absolute_error: 0.0268, mean_prior_absolute_error: 0.1975, weighted_recall: 0.9056, number_of_instances: 1080, precision: 0.911, predictive_accuracy: 0.9056, prior_entropy: 3.1699, relative_absolute_error: 0.1358, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1209, root_relative_squared_error: 0.3848, unweighted_recall: 0.9056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7248, kappa: 0.1969, kb_relative_information_score: 0.2296, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2861, number_of_instances: 1080, predictive_accuracy: 0.2861, prior_entropy: 3.1699, relative_absolute_error: 0.9118, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3005, root_relative_squared_error: 0.9561, unweighted_recall: 0.2861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7124, kappa: 0.1708, kb_relative_information_score: 0.2104, mean_absolute_error: 0.1823, mean_prior_absolute_error: 0.1975, weighted_recall: 0.263, number_of_instances: 1080, predictive_accuracy: 0.263, prior_entropy: 3.1699, relative_absolute_error: 0.9228, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3024, root_relative_squared_error: 0.9624, unweighted_recall: 0.263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6763, kappa: 0.1448, kb_relative_information_score: 0.1818, mean_absolute_error: 0.1853, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2398, number_of_instances: 1080, predictive_accuracy: 0.2398, prior_entropy: 3.1699, relative_absolute_error: 0.9383, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.9712, unweighted_recall: 0.2398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.971, f_measure: 0.8796, kappa: 0.8594, kb_relative_information_score: 0.865, mean_absolute_error: 0.0318, mean_prior_absolute_error: 0.1975, weighted_recall: 0.875, number_of_instances: 1080, precision: 0.8935, predictive_accuracy: 0.875, prior_entropy: 3.1699, relative_absolute_error: 0.1609, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1422, root_relative_squared_error: 0.4524, unweighted_recall: 0.875,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7118, kappa: 0.1771, kb_relative_information_score: 0.2128, mean_absolute_error: 0.1819, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2685, number_of_instances: 1080, predictive_accuracy: 0.2685, prior_entropy: 3.1699, relative_absolute_error: 0.921, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3026, root_relative_squared_error: 0.9629, unweighted_recall: 0.2685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7729, f_measure: 0.3009, kappa: 0.2302, kb_relative_information_score: 0.302, mean_absolute_error: 0.1645, mean_prior_absolute_error: 0.1975, weighted_recall: 0.3157, number_of_instances: 1080, precision: 0.3093, predictive_accuracy: 0.3157, prior_entropy: 3.1699, relative_absolute_error: 0.8328, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2902, root_relative_squared_error: 0.9233, unweighted_recall: 0.3157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7074, kappa: 0.1688, kb_relative_information_score: 0.2102, mean_absolute_error: 0.1824, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2611, number_of_instances: 1080, predictive_accuracy: 0.2611, prior_entropy: 3.1699, relative_absolute_error: 0.9236, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.303, root_relative_squared_error: 0.9643, unweighted_recall: 0.2611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9659, f_measure: 0.7876, kappa: 0.7542, kb_relative_information_score: 0.7512, mean_absolute_error: 0.0641, mean_prior_absolute_error: 0.1975, weighted_recall: 0.7815, number_of_instances: 1080, precision: 0.8011, predictive_accuracy: 0.7815, prior_entropy: 3.1699, relative_absolute_error: 0.3244, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1797, root_relative_squared_error: 0.5719, unweighted_recall: 0.7815,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6834, kappa: 0.1417, kb_relative_information_score: 0.1823, mean_absolute_error: 0.1852, mean_prior_absolute_error: 0.1975, weighted_recall: 0.237, number_of_instances: 1080, predictive_accuracy: 0.237, prior_entropy: 3.1699, relative_absolute_error: 0.9378, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.305, root_relative_squared_error: 0.9704, unweighted_recall: 0.237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8479, f_measure: 0.4555, kappa: 0.3865, kb_relative_information_score: 0.4413, mean_absolute_error: 0.1357, mean_prior_absolute_error: 0.1975, weighted_recall: 0.4546, number_of_instances: 1080, precision: 0.4869, predictive_accuracy: 0.4546, prior_entropy: 3.1699, relative_absolute_error: 0.6872, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2625, root_relative_squared_error: 0.8354, unweighted_recall: 0.4546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6783, kappa: 0.1385, kb_relative_information_score: 0.1826, mean_absolute_error: 0.1855, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2343, number_of_instances: 1080, predictive_accuracy: 0.2343, prior_entropy: 3.1699, relative_absolute_error: 0.9391, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3056, root_relative_squared_error: 0.9723, unweighted_recall: 0.2343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7202, kappa: 0.1844, kb_relative_information_score: 0.234, mean_absolute_error: 0.1796, mean_prior_absolute_error: 0.1975, weighted_recall: 0.275, number_of_instances: 1080, predictive_accuracy: 0.275, prior_entropy: 3.1699, relative_absolute_error: 0.9093, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3007, root_relative_squared_error: 0.9567, unweighted_recall: 0.275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9231, f_measure: 0.6524, kappa: 0.5979, kb_relative_information_score: 0.6147, mean_absolute_error: 0.0989, mean_prior_absolute_error: 0.1975, weighted_recall: 0.6426, number_of_instances: 1080, precision: 0.6836, predictive_accuracy: 0.6426, prior_entropy: 3.1699, relative_absolute_error: 0.5006, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2204, root_relative_squared_error: 0.7012, unweighted_recall: 0.6426,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8114, f_measure: 0.3946, kappa: 0.3198, kb_relative_information_score: 0.3754, mean_absolute_error: 0.1503, mean_prior_absolute_error: 0.1975, weighted_recall: 0.3954, number_of_instances: 1080, precision: 0.4188, predictive_accuracy: 0.3954, prior_entropy: 3.1699, relative_absolute_error: 0.7609, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2764, root_relative_squared_error: 0.8794, unweighted_recall: 0.3954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6834, kappa: 0.1417, kb_relative_information_score: 0.1714, mean_absolute_error: 0.1867, mean_prior_absolute_error: 0.1975, weighted_recall: 0.237, number_of_instances: 1080, predictive_accuracy: 0.237, prior_entropy: 3.1699, relative_absolute_error: 0.945, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3051, root_relative_squared_error: 0.9707, unweighted_recall: 0.237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7054, kappa: 0.1583, kb_relative_information_score: 0.1989, mean_absolute_error: 0.1833, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2519, number_of_instances: 1080, predictive_accuracy: 0.2519, prior_entropy: 3.1699, relative_absolute_error: 0.9282, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3036, root_relative_squared_error: 0.9661, unweighted_recall: 0.2519,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6815, kappa: 0.1469, kb_relative_information_score: 0.1837, mean_absolute_error: 0.1853, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2417, number_of_instances: 1080, predictive_accuracy: 0.2417, prior_entropy: 3.1699, relative_absolute_error: 0.9379, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.305, root_relative_squared_error: 0.9706, unweighted_recall: 0.2417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6793, kappa: 0.1458, kb_relative_information_score: 0.1829, mean_absolute_error: 0.1855, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2407, number_of_instances: 1080, predictive_accuracy: 0.2407, prior_entropy: 3.1699, relative_absolute_error: 0.9391, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3049, root_relative_squared_error: 0.9703, unweighted_recall: 0.2407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7166, kappa: 0.1896, kb_relative_information_score: 0.2282, mean_absolute_error: 0.1803, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2796, number_of_instances: 1080, predictive_accuracy: 0.2796, prior_entropy: 3.1699, relative_absolute_error: 0.9127, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3009, root_relative_squared_error: 0.9574, unweighted_recall: 0.2796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.679, kappa: 0.1427, kb_relative_information_score: 0.178, mean_absolute_error: 0.1859, mean_prior_absolute_error: 0.1975, weighted_recall: 0.238, number_of_instances: 1080, predictive_accuracy: 0.238, prior_entropy: 3.1699, relative_absolute_error: 0.9412, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3051, root_relative_squared_error: 0.9708, unweighted_recall: 0.238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6835, kappa: 0.151, kb_relative_information_score: 0.1819, mean_absolute_error: 0.1853, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2454, number_of_instances: 1080, predictive_accuracy: 0.2454, prior_entropy: 3.1699, relative_absolute_error: 0.9382, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3049, root_relative_squared_error: 0.9702, unweighted_recall: 0.2454,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9568, f_measure: 0.7637, kappa: 0.726, kb_relative_information_score: 0.7251, mean_absolute_error: 0.0702, mean_prior_absolute_error: 0.1975, weighted_recall: 0.7565, number_of_instances: 1080, precision: 0.7868, predictive_accuracy: 0.7565, prior_entropy: 3.1699, relative_absolute_error: 0.3553, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1891, root_relative_squared_error: 0.6016, unweighted_recall: 0.7565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6782, kappa: 0.149, kb_relative_information_score: 0.1823, mean_absolute_error: 0.1851, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2435, number_of_instances: 1080, predictive_accuracy: 0.2435, prior_entropy: 3.1699, relative_absolute_error: 0.937, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3053, root_relative_squared_error: 0.9715, unweighted_recall: 0.2435,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6714, kappa: 0.1333, kb_relative_information_score: 0.1738, mean_absolute_error: 0.186, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2296, number_of_instances: 1080, predictive_accuracy: 0.2296, prior_entropy: 3.1699, relative_absolute_error: 0.9418, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3057, root_relative_squared_error: 0.9729, unweighted_recall: 0.2296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7257, f_measure: 0.2293, kappa: 0.1813, kb_relative_information_score: 0.2287, mean_absolute_error: 0.1798, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2722, number_of_instances: 1080, precision: 0.2465, predictive_accuracy: 0.2722, prior_entropy: 3.1699, relative_absolute_error: 0.9104, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3009, root_relative_squared_error: 0.9576, unweighted_recall: 0.2722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9553, f_measure: 0.7633, kappa: 0.725, kb_relative_information_score: 0.7126, mean_absolute_error: 0.0751, mean_prior_absolute_error: 0.1975, weighted_recall: 0.7556, number_of_instances: 1080, precision: 0.7816, predictive_accuracy: 0.7556, prior_entropy: 3.1699, relative_absolute_error: 0.38, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1914, root_relative_squared_error: 0.6091, unweighted_recall: 0.7556,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.68, kappa: 0.1427, kb_relative_information_score: 0.1729, mean_absolute_error: 0.1864, mean_prior_absolute_error: 0.1975, weighted_recall: 0.238, number_of_instances: 1080, predictive_accuracy: 0.238, prior_entropy: 3.1699, relative_absolute_error: 0.9436, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3053, root_relative_squared_error: 0.9713, unweighted_recall: 0.238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6775, kappa: 0.151, kb_relative_information_score: 0.1773, mean_absolute_error: 0.1858, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2454, number_of_instances: 1080, predictive_accuracy: 0.2454, prior_entropy: 3.1699, relative_absolute_error: 0.9407, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3051, root_relative_squared_error: 0.9708, unweighted_recall: 0.2454,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6818, kappa: 0.1385, kb_relative_information_score: 0.1774, mean_absolute_error: 0.1857, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2343, number_of_instances: 1080, predictive_accuracy: 0.2343, prior_entropy: 3.1699, relative_absolute_error: 0.9401, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3051, root_relative_squared_error: 0.9707, unweighted_recall: 0.2343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9595, f_measure: 0.7847, kappa: 0.75, kb_relative_information_score: 0.742, mean_absolute_error: 0.0659, mean_prior_absolute_error: 0.1975, weighted_recall: 0.7778, number_of_instances: 1080, precision: 0.811, predictive_accuracy: 0.7778, prior_entropy: 3.1699, relative_absolute_error: 0.3335, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1851, root_relative_squared_error: 0.589, unweighted_recall: 0.7778,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6842, kappa: 0.1313, kb_relative_information_score: 0.1818, mean_absolute_error: 0.1853, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2278, number_of_instances: 1080, predictive_accuracy: 0.2278, prior_entropy: 3.1699, relative_absolute_error: 0.9379, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3054, root_relative_squared_error: 0.9718, unweighted_recall: 0.2278,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6776, kappa: 0.149, kb_relative_information_score: 0.1799, mean_absolute_error: 0.1856, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2435, number_of_instances: 1080, predictive_accuracy: 0.2435, prior_entropy: 3.1699, relative_absolute_error: 0.9394, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3051, root_relative_squared_error: 0.9707, unweighted_recall: 0.2435,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9061, f_measure: 0.624, kappa: 0.5646, kb_relative_information_score: 0.5698, mean_absolute_error: 0.1084, mean_prior_absolute_error: 0.1975, weighted_recall: 0.613, number_of_instances: 1080, precision: 0.6649, predictive_accuracy: 0.613, prior_entropy: 3.1699, relative_absolute_error: 0.5489, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2301, root_relative_squared_error: 0.7322, unweighted_recall: 0.613,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6769, kappa: 0.151, kb_relative_information_score: 0.1834, mean_absolute_error: 0.1853, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2454, number_of_instances: 1080, predictive_accuracy: 0.2454, prior_entropy: 3.1699, relative_absolute_error: 0.9382, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3049, root_relative_squared_error: 0.9703, unweighted_recall: 0.2454,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.8515, kappa: 0.8271, kb_relative_information_score: 0.8315, mean_absolute_error: 0.0429, mean_prior_absolute_error: 0.1975, weighted_recall: 0.8463, number_of_instances: 1080, precision: 0.8627, predictive_accuracy: 0.8463, prior_entropy: 3.1699, relative_absolute_error: 0.2173, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1529, root_relative_squared_error: 0.4865, unweighted_recall: 0.8463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6773, kappa: 0.1438, kb_relative_information_score: 0.1837, mean_absolute_error: 0.1854, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2389, number_of_instances: 1080, predictive_accuracy: 0.2389, prior_entropy: 3.1699, relative_absolute_error: 0.9386, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.305, root_relative_squared_error: 0.9704, unweighted_recall: 0.2389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8708, f_measure: 0.5137, kappa: 0.451, kb_relative_information_score: 0.4775, mean_absolute_error: 0.1269, mean_prior_absolute_error: 0.1975, weighted_recall: 0.512, number_of_instances: 1080, precision: 0.536, predictive_accuracy: 0.512, prior_entropy: 3.1699, relative_absolute_error: 0.6423, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2524, root_relative_squared_error: 0.8031, unweighted_recall: 0.512,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8221, f_measure: 0.4033, kappa: 0.3313, kb_relative_information_score: 0.3952, mean_absolute_error: 0.1448, mean_prior_absolute_error: 0.1975, weighted_recall: 0.4056, number_of_instances: 1080, precision: 0.4489, predictive_accuracy: 0.4056, prior_entropy: 3.1699, relative_absolute_error: 0.7328, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2729, root_relative_squared_error: 0.8684, unweighted_recall: 0.4056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6844, kappa: 0.1344, kb_relative_information_score: 0.1829, mean_absolute_error: 0.1854, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2306, number_of_instances: 1080, predictive_accuracy: 0.2306, prior_entropy: 3.1699, relative_absolute_error: 0.9385, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3053, root_relative_squared_error: 0.9713, unweighted_recall: 0.2306,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6791, kappa: 0.149, kb_relative_information_score: 0.1765, mean_absolute_error: 0.1859, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2435, number_of_instances: 1080, predictive_accuracy: 0.2435, prior_entropy: 3.1699, relative_absolute_error: 0.941, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.971, unweighted_recall: 0.2435,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6776, kappa: 0.151, kb_relative_information_score: 0.1825, mean_absolute_error: 0.1854, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2454, number_of_instances: 1080, predictive_accuracy: 0.2454, prior_entropy: 3.1699, relative_absolute_error: 0.9384, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.9712, unweighted_recall: 0.2454,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6797, kappa: 0.1458, kb_relative_information_score: 0.1799, mean_absolute_error: 0.1855, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2407, number_of_instances: 1080, predictive_accuracy: 0.2407, prior_entropy: 3.1699, relative_absolute_error: 0.9393, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3051, root_relative_squared_error: 0.9709, unweighted_recall: 0.2407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9761, f_measure: 0.8396, kappa: 0.8146, kb_relative_information_score: 0.8193, mean_absolute_error: 0.0458, mean_prior_absolute_error: 0.1975, weighted_recall: 0.8352, number_of_instances: 1080, precision: 0.8472, predictive_accuracy: 0.8352, prior_entropy: 3.1699, relative_absolute_error: 0.2317, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1601, root_relative_squared_error: 0.5094, unweighted_recall: 0.8352,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7235, f_measure: 0.2278, kappa: 0.1844, kb_relative_information_score: 0.2336, mean_absolute_error: 0.179, mean_prior_absolute_error: 0.1975, weighted_recall: 0.275, number_of_instances: 1080, precision: 0.2313, predictive_accuracy: 0.275, prior_entropy: 3.1699, relative_absolute_error: 0.9063, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3013, root_relative_squared_error: 0.9587, unweighted_recall: 0.275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6798, kappa: 0.1281, kb_relative_information_score: 0.1821, mean_absolute_error: 0.1856, mean_prior_absolute_error: 0.1975, weighted_recall: 0.225, number_of_instances: 1080, predictive_accuracy: 0.225, prior_entropy: 3.1699, relative_absolute_error: 0.9394, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.9712, unweighted_recall: 0.225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7216, kappa: 0.1833, kb_relative_information_score: 0.229, mean_absolute_error: 0.1797, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2741, number_of_instances: 1080, predictive_accuracy: 0.2741, prior_entropy: 3.1699, relative_absolute_error: 0.9096, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3013, root_relative_squared_error: 0.9589, unweighted_recall: 0.2741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8993, f_measure: 0.6045, kappa: 0.5427, kb_relative_information_score: 0.566, mean_absolute_error: 0.1074, mean_prior_absolute_error: 0.1975, weighted_recall: 0.5935, number_of_instances: 1080, precision: 0.6429, predictive_accuracy: 0.5935, prior_entropy: 3.1699, relative_absolute_error: 0.5437, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2343, root_relative_squared_error: 0.7456, unweighted_recall: 0.5935,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.8577, kappa: 0.8365, kb_relative_information_score: 0.8332, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.1975, weighted_recall: 0.8546, number_of_instances: 1080, precision: 0.8648, predictive_accuracy: 0.8546, prior_entropy: 3.1699, relative_absolute_error: 0.2158, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1463, root_relative_squared_error: 0.4656, unweighted_recall: 0.8546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9365, f_measure: 0.7045, kappa: 0.6604, kb_relative_information_score: 0.6667, mean_absolute_error: 0.0864, mean_prior_absolute_error: 0.1975, weighted_recall: 0.6981, number_of_instances: 1080, precision: 0.7298, predictive_accuracy: 0.6981, prior_entropy: 3.1699, relative_absolute_error: 0.4373, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2087, root_relative_squared_error: 0.6642, unweighted_recall: 0.6981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6741, kappa: 0.1344, kb_relative_information_score: 0.1704, mean_absolute_error: 0.1867, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2306, number_of_instances: 1080, predictive_accuracy: 0.2306, prior_entropy: 3.1699, relative_absolute_error: 0.9454, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3057, root_relative_squared_error: 0.9728, unweighted_recall: 0.2306,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7146, f_measure: 0.2023, kappa: 0.1625, kb_relative_information_score: 0.2248, mean_absolute_error: 0.1805, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2556, number_of_instances: 1080, precision: 0.2162, predictive_accuracy: 0.2556, prior_entropy: 3.1699, relative_absolute_error: 0.9136, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3018, root_relative_squared_error: 0.9603, unweighted_recall: 0.2556,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6745, kappa: 0.1521, kb_relative_information_score: 0.1827, mean_absolute_error: 0.1853, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2463, number_of_instances: 1080, predictive_accuracy: 0.2463, prior_entropy: 3.1699, relative_absolute_error: 0.9383, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.305, root_relative_squared_error: 0.9706, unweighted_recall: 0.2463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7161, kappa: 0.1979, kb_relative_information_score: 0.2254, mean_absolute_error: 0.1804, mean_prior_absolute_error: 0.1975, weighted_recall: 0.287, number_of_instances: 1080, predictive_accuracy: 0.287, prior_entropy: 3.1699, relative_absolute_error: 0.9135, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3009, root_relative_squared_error: 0.9574, unweighted_recall: 0.287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9081, kappa: 0.8948, kb_relative_information_score: 0.8793, mean_absolute_error: 0.0334, mean_prior_absolute_error: 0.1975, weighted_recall: 0.9065, number_of_instances: 1080, precision: 0.9118, predictive_accuracy: 0.9065, prior_entropy: 3.1699, relative_absolute_error: 0.1689, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1192, root_relative_squared_error: 0.3793, unweighted_recall: 0.9065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6801, kappa: 0.1385, kb_relative_information_score: 0.1801, mean_absolute_error: 0.1858, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2343, number_of_instances: 1080, predictive_accuracy: 0.2343, prior_entropy: 3.1699, relative_absolute_error: 0.9405, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3051, root_relative_squared_error: 0.9709, unweighted_recall: 0.2343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6765, kappa: 0.1479, kb_relative_information_score: 0.1853, mean_absolute_error: 0.1852, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2426, number_of_instances: 1080, predictive_accuracy: 0.2426, prior_entropy: 3.1699, relative_absolute_error: 0.9375, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.9712, unweighted_recall: 0.2426,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6816, kappa: 0.1479, kb_relative_information_score: 0.1811, mean_absolute_error: 0.1854, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2426, number_of_instances: 1080, predictive_accuracy: 0.2426, prior_entropy: 3.1699, relative_absolute_error: 0.9383, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.305, root_relative_squared_error: 0.9705, unweighted_recall: 0.2426,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7177, f_measure: 0.2188, kappa: 0.1885, kb_relative_information_score: 0.2311, mean_absolute_error: 0.1798, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2787, number_of_instances: 1080, precision: 0.2281, predictive_accuracy: 0.2787, prior_entropy: 3.1699, relative_absolute_error: 0.9101, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.301, root_relative_squared_error: 0.9577, unweighted_recall: 0.2787,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7191, kappa: 0.1844, kb_relative_information_score: 0.2293, mean_absolute_error: 0.1799, mean_prior_absolute_error: 0.1975, weighted_recall: 0.275, number_of_instances: 1080, predictive_accuracy: 0.275, prior_entropy: 3.1699, relative_absolute_error: 0.9107, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3008, root_relative_squared_error: 0.9573, unweighted_recall: 0.275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7196, kappa: 0.1802, kb_relative_information_score: 0.2164, mean_absolute_error: 0.1816, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2713, number_of_instances: 1080, predictive_accuracy: 0.2713, prior_entropy: 3.1699, relative_absolute_error: 0.9192, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3017, root_relative_squared_error: 0.9599, unweighted_recall: 0.2713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6834, kappa: 0.1427, kb_relative_information_score: 0.1781, mean_absolute_error: 0.186, mean_prior_absolute_error: 0.1975, weighted_recall: 0.238, number_of_instances: 1080, predictive_accuracy: 0.238, prior_entropy: 3.1699, relative_absolute_error: 0.9415, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.971, unweighted_recall: 0.238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6851, kappa: 0.1354, kb_relative_information_score: 0.1836, mean_absolute_error: 0.1853, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2315, number_of_instances: 1080, predictive_accuracy: 0.2315, prior_entropy: 3.1699, relative_absolute_error: 0.9378, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3054, root_relative_squared_error: 0.9717, unweighted_recall: 0.2315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6747, kappa: 0.1469, kb_relative_information_score: 0.1801, mean_absolute_error: 0.1855, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2417, number_of_instances: 1080, predictive_accuracy: 0.2417, prior_entropy: 3.1699, relative_absolute_error: 0.9391, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3051, root_relative_squared_error: 0.9709, unweighted_recall: 0.2417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.897, kappa: 0.8823, kb_relative_information_score: 0.879, mean_absolute_error: 0.0315, mean_prior_absolute_error: 0.1975, weighted_recall: 0.8954, number_of_instances: 1080, precision: 0.9002, predictive_accuracy: 0.8954, prior_entropy: 3.1699, relative_absolute_error: 0.1594, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1254, root_relative_squared_error: 0.3991, unweighted_recall: 0.8954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7468, f_measure: 0.2563, kappa: 0.1792, kb_relative_information_score: 0.2464, mean_absolute_error: 0.1765, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2704, number_of_instances: 1080, precision: 0.2732, predictive_accuracy: 0.2704, prior_entropy: 3.1699, relative_absolute_error: 0.8934, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2984, root_relative_squared_error: 0.9495, unweighted_recall: 0.2704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6768, kappa: 0.151, kb_relative_information_score: 0.1823, mean_absolute_error: 0.1854, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2454, number_of_instances: 1080, predictive_accuracy: 0.2454, prior_entropy: 3.1699, relative_absolute_error: 0.9387, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3049, root_relative_squared_error: 0.9703, unweighted_recall: 0.2454,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8834, f_measure: 0.7155, kappa: 0.675, kb_relative_information_score: 0.6946, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.1975, weighted_recall: 0.7111, number_of_instances: 1080, precision: 0.7304, predictive_accuracy: 0.7111, prior_entropy: 3.1699, relative_absolute_error: 0.3637, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2176, root_relative_squared_error: 0.6925, unweighted_recall: 0.7111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9728, f_measure: 0.8183, kappa: 0.7896, kb_relative_information_score: 0.7785, mean_absolute_error: 0.0579, mean_prior_absolute_error: 0.1975, weighted_recall: 0.813, number_of_instances: 1080, precision: 0.8333, predictive_accuracy: 0.813, prior_entropy: 3.1699, relative_absolute_error: 0.2929, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1666, root_relative_squared_error: 0.5302, unweighted_recall: 0.813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7198, f_measure: 0.2167, kappa: 0.1833, kb_relative_information_score: 0.2311, mean_absolute_error: 0.1794, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2741, number_of_instances: 1080, precision: 0.25, predictive_accuracy: 0.2741, prior_entropy: 3.1699, relative_absolute_error: 0.9081, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.301, root_relative_squared_error: 0.9578, unweighted_recall: 0.2741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8337, f_measure: 0.4297, kappa: 0.3573, kb_relative_information_score: 0.4143, mean_absolute_error: 0.1427, mean_prior_absolute_error: 0.1975, weighted_recall: 0.4287, number_of_instances: 1080, precision: 0.4535, predictive_accuracy: 0.4287, prior_entropy: 3.1699, relative_absolute_error: 0.7224, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2675, root_relative_squared_error: 0.8513, unweighted_recall: 0.4287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7171, kappa: 0.1969, kb_relative_information_score: 0.2275, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2861, number_of_instances: 1080, predictive_accuracy: 0.2861, prior_entropy: 3.1699, relative_absolute_error: 0.9118, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3009, root_relative_squared_error: 0.9573, unweighted_recall: 0.2861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9474, f_measure: 0.7924, kappa: 0.7615, kb_relative_information_score: 0.7732, mean_absolute_error: 0.0563, mean_prior_absolute_error: 0.1975, weighted_recall: 0.788, number_of_instances: 1080, precision: 0.8075, predictive_accuracy: 0.788, prior_entropy: 3.1699, relative_absolute_error: 0.285, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1821, root_relative_squared_error: 0.5793, unweighted_recall: 0.788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9301, f_measure: 0.6684, kappa: 0.6167, kb_relative_information_score: 0.6378, mean_absolute_error: 0.0938, mean_prior_absolute_error: 0.1975, weighted_recall: 0.6593, number_of_instances: 1080, precision: 0.7007, predictive_accuracy: 0.6593, prior_entropy: 3.1699, relative_absolute_error: 0.4751, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2165, root_relative_squared_error: 0.6888, unweighted_recall: 0.6593,

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