Task
Supervised Classification on LED-display-domain-7digit

Supervised Classification on LED-display-domain-7digit

Task 125921 Supervised Classification LED-display-domain-7digit 13128 runs submitted
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  • OpenML100 study_107 study_123 study_14 study_50
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13128 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8999, f_measure: 0.7046, kappa: 0.673, kb_relative_information_score: 0.7008, mean_absolute_error: 0.072, mean_prior_absolute_error: 0.1797, weighted_recall: 0.706, number_of_instances: 500, precision: 0.7078, predictive_accuracy: 0.706, prior_entropy: 3.3123, relative_absolute_error: 0.4006, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2109, root_relative_squared_error: 0.7036, unweighted_recall: 0.7087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8998, f_measure: 0.7003, kappa: 0.6686, kb_relative_information_score: 0.6996, mean_absolute_error: 0.0724, mean_prior_absolute_error: 0.1797, weighted_recall: 0.702, number_of_instances: 500, precision: 0.7043, predictive_accuracy: 0.702, prior_entropy: 3.3123, relative_absolute_error: 0.4028, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2114, root_relative_squared_error: 0.7052, unweighted_recall: 0.7052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8999, f_measure: 0.7046, kappa: 0.673, kb_relative_information_score: 0.7008, mean_absolute_error: 0.072, mean_prior_absolute_error: 0.1797, weighted_recall: 0.706, number_of_instances: 500, precision: 0.7078, predictive_accuracy: 0.706, prior_entropy: 3.3123, relative_absolute_error: 0.4006, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2109, root_relative_squared_error: 0.7036, unweighted_recall: 0.7087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9035, f_measure: 0.6913, kappa: 0.6574, kb_relative_information_score: 0.6835, mean_absolute_error: 0.0772, mean_prior_absolute_error: 0.1797, weighted_recall: 0.692, number_of_instances: 500, precision: 0.6942, predictive_accuracy: 0.692, prior_entropy: 3.3123, relative_absolute_error: 0.4295, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2126, root_relative_squared_error: 0.7093, unweighted_recall: 0.6929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8922, f_measure: 0.6318, kappa: 0.5972, kb_relative_information_score: 0.5926, mean_absolute_error: 0.0966, mean_prior_absolute_error: 0.1797, weighted_recall: 0.638, number_of_instances: 500, precision: 0.6412, predictive_accuracy: 0.638, prior_entropy: 3.3123, relative_absolute_error: 0.5371, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2262, root_relative_squared_error: 0.7544, unweighted_recall: 0.6388,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9067, f_measure: 0.6984, kappa: 0.6643, kb_relative_information_score: 0.674, mean_absolute_error: 0.0781, mean_prior_absolute_error: 0.1797, weighted_recall: 0.698, number_of_instances: 500, precision: 0.7066, predictive_accuracy: 0.698, prior_entropy: 3.3123, relative_absolute_error: 0.4347, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2081, root_relative_squared_error: 0.694, unweighted_recall: 0.7017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8843, f_measure: 0.6949, kappa: 0.6595, kb_relative_information_score: 0.6028, mean_absolute_error: 0.0938, mean_prior_absolute_error: 0.1797, weighted_recall: 0.694, number_of_instances: 500, precision: 0.7011, predictive_accuracy: 0.694, prior_entropy: 3.3123, relative_absolute_error: 0.5218, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2221, root_relative_squared_error: 0.7409, unweighted_recall: 0.6955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.6896, kappa: 0.6554, kb_relative_information_score: 0.6669, mean_absolute_error: 0.079, mean_prior_absolute_error: 0.1797, weighted_recall: 0.69, number_of_instances: 500, precision: 0.6963, predictive_accuracy: 0.69, prior_entropy: 3.3123, relative_absolute_error: 0.4393, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2098, root_relative_squared_error: 0.6998, unweighted_recall: 0.6934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8959, f_measure: 0.6934, kappa: 0.6598, kb_relative_information_score: 0.6859, mean_absolute_error: 0.0759, mean_prior_absolute_error: 0.1797, weighted_recall: 0.694, number_of_instances: 500, precision: 0.6982, predictive_accuracy: 0.694, prior_entropy: 3.3123, relative_absolute_error: 0.422, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2131, root_relative_squared_error: 0.7108, unweighted_recall: 0.697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9033, f_measure: 0.6897, kappa: 0.6532, kb_relative_information_score: 0.6471, mean_absolute_error: 0.0843, mean_prior_absolute_error: 0.1797, weighted_recall: 0.688, number_of_instances: 500, precision: 0.6955, predictive_accuracy: 0.688, prior_entropy: 3.3123, relative_absolute_error: 0.4692, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2094, root_relative_squared_error: 0.6986, unweighted_recall: 0.6905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9088, f_measure: 0.7039, kappa: 0.6708, kb_relative_information_score: 0.6657, mean_absolute_error: 0.0809, mean_prior_absolute_error: 0.1797, weighted_recall: 0.704, number_of_instances: 500, precision: 0.7092, predictive_accuracy: 0.704, prior_entropy: 3.3123, relative_absolute_error: 0.4499, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2092, root_relative_squared_error: 0.6977, unweighted_recall: 0.7067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9098, f_measure: 0.6541, kappa: 0.6155, kb_relative_information_score: 0.6398, mean_absolute_error: 0.0862, mean_prior_absolute_error: 0.1797, weighted_recall: 0.654, number_of_instances: 500, precision: 0.6624, predictive_accuracy: 0.654, prior_entropy: 3.3123, relative_absolute_error: 0.4794, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2171, root_relative_squared_error: 0.7242, unweighted_recall: 0.6588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8628, f_measure: 0.575, kappa: 0.5343, kb_relative_information_score: 0.5304, mean_absolute_error: 0.1115, mean_prior_absolute_error: 0.1797, weighted_recall: 0.582, number_of_instances: 500, precision: 0.6185, predictive_accuracy: 0.582, prior_entropy: 3.3123, relative_absolute_error: 0.6204, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2396, root_relative_squared_error: 0.7993, unweighted_recall: 0.5776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8806, f_measure: 0.641, kappa: 0.6018, kb_relative_information_score: 0.5675, mean_absolute_error: 0.1029, mean_prior_absolute_error: 0.1797, weighted_recall: 0.642, number_of_instances: 500, precision: 0.6471, predictive_accuracy: 0.642, prior_entropy: 3.3123, relative_absolute_error: 0.5726, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2311, root_relative_squared_error: 0.7709, unweighted_recall: 0.6445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9009, f_measure: 0.6387, kappa: 0.6228, kb_relative_information_score: 0.611, mean_absolute_error: 0.0951, mean_prior_absolute_error: 0.1797, weighted_recall: 0.662, number_of_instances: 500, precision: 0.6214, predictive_accuracy: 0.662, prior_entropy: 3.3123, relative_absolute_error: 0.5289, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2228, root_relative_squared_error: 0.7433, unweighted_recall: 0.6428,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9054, f_measure: 0.6969, kappa: 0.6642, kb_relative_information_score: 0.6541, mean_absolute_error: 0.0824, mean_prior_absolute_error: 0.1797, weighted_recall: 0.698, number_of_instances: 500, precision: 0.6987, predictive_accuracy: 0.698, prior_entropy: 3.3123, relative_absolute_error: 0.4587, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2119, root_relative_squared_error: 0.7067, unweighted_recall: 0.7004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8966, f_measure: 0.6855, kappa: 0.6508, kb_relative_information_score: 0.645, mean_absolute_error: 0.0854, mean_prior_absolute_error: 0.1797, weighted_recall: 0.686, number_of_instances: 500, precision: 0.6911, predictive_accuracy: 0.686, prior_entropy: 3.3123, relative_absolute_error: 0.4753, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2137, root_relative_squared_error: 0.7128, unweighted_recall: 0.6876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9115, f_measure: 0.7019, kappa: 0.6687, kb_relative_information_score: 0.6749, mean_absolute_error: 0.0785, mean_prior_absolute_error: 0.1797, weighted_recall: 0.702, number_of_instances: 500, precision: 0.7069, predictive_accuracy: 0.702, prior_entropy: 3.3123, relative_absolute_error: 0.4366, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2085, root_relative_squared_error: 0.6954, unweighted_recall: 0.7039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8479, f_measure: 0.4681, kappa: 0.446, kb_relative_information_score: 0.4897, mean_absolute_error: 0.119, mean_prior_absolute_error: 0.1797, weighted_recall: 0.502, number_of_instances: 500, precision: 0.5271, predictive_accuracy: 0.502, prior_entropy: 3.3123, relative_absolute_error: 0.662, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2458, root_relative_squared_error: 0.8199, unweighted_recall: 0.5029,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8936, f_measure: 0.6311, kappa: 0.5928, kb_relative_information_score: 0.6009, mean_absolute_error: 0.0942, mean_prior_absolute_error: 0.1797, weighted_recall: 0.634, number_of_instances: 500, precision: 0.6438, predictive_accuracy: 0.634, prior_entropy: 3.3123, relative_absolute_error: 0.5243, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2224, root_relative_squared_error: 0.7419, unweighted_recall: 0.6362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8797, f_measure: 0.6087, kappa: 0.579, kb_relative_information_score: 0.5597, mean_absolute_error: 0.1069, mean_prior_absolute_error: 0.1797, weighted_recall: 0.622, number_of_instances: 500, precision: 0.6391, predictive_accuracy: 0.622, prior_entropy: 3.3123, relative_absolute_error: 0.5949, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2339, root_relative_squared_error: 0.7801, unweighted_recall: 0.6162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8978, f_measure: 0.6892, kappa: 0.6552, kb_relative_information_score: 0.6845, mean_absolute_error: 0.0759, mean_prior_absolute_error: 0.1797, weighted_recall: 0.69, number_of_instances: 500, precision: 0.6907, predictive_accuracy: 0.69, prior_entropy: 3.3123, relative_absolute_error: 0.4221, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2144, root_relative_squared_error: 0.7151, unweighted_recall: 0.6919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8989, f_measure: 0.6305, kappa: 0.5905, kb_relative_information_score: 0.606, mean_absolute_error: 0.0937, mean_prior_absolute_error: 0.1797, weighted_recall: 0.632, number_of_instances: 500, precision: 0.6391, predictive_accuracy: 0.632, prior_entropy: 3.3123, relative_absolute_error: 0.5212, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.223, root_relative_squared_error: 0.7438, unweighted_recall: 0.6318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8823, f_measure: 0.6863, kappa: 0.6509, kb_relative_information_score: 0.5991, mean_absolute_error: 0.094, mean_prior_absolute_error: 0.1797, weighted_recall: 0.686, number_of_instances: 500, precision: 0.6949, predictive_accuracy: 0.686, prior_entropy: 3.3123, relative_absolute_error: 0.523, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2229, root_relative_squared_error: 0.7436, unweighted_recall: 0.6889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9001, f_measure: 0.6519, kappa: 0.6171, kb_relative_information_score: 0.627, mean_absolute_error: 0.0906, mean_prior_absolute_error: 0.1797, weighted_recall: 0.656, number_of_instances: 500, precision: 0.6633, predictive_accuracy: 0.656, prior_entropy: 3.3123, relative_absolute_error: 0.5039, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2183, root_relative_squared_error: 0.7283, unweighted_recall: 0.6558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.895, f_measure: 0.6248, kappa: 0.5883, kb_relative_information_score: 0.5878, mean_absolute_error: 0.096, mean_prior_absolute_error: 0.1797, weighted_recall: 0.63, number_of_instances: 500, precision: 0.6369, predictive_accuracy: 0.63, prior_entropy: 3.3123, relative_absolute_error: 0.5338, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2252, root_relative_squared_error: 0.7511, unweighted_recall: 0.6274,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9092, f_measure: 0.693, kappa: 0.6599, kb_relative_information_score: 0.6706, mean_absolute_error: 0.0795, mean_prior_absolute_error: 0.1797, weighted_recall: 0.694, number_of_instances: 500, precision: 0.7005, predictive_accuracy: 0.694, prior_entropy: 3.3123, relative_absolute_error: 0.4425, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2114, root_relative_squared_error: 0.7053, unweighted_recall: 0.696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.893, f_measure: 0.6133, kappa: 0.5732, kb_relative_information_score: 0.5812, mean_absolute_error: 0.0988, mean_prior_absolute_error: 0.1797, weighted_recall: 0.616, number_of_instances: 500, precision: 0.6325, predictive_accuracy: 0.616, prior_entropy: 3.3123, relative_absolute_error: 0.5498, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2301, root_relative_squared_error: 0.7674, unweighted_recall: 0.6189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.896, f_measure: 0.7085, kappa: 0.6708, kb_relative_information_score: 0.6256, mean_absolute_error: 0.0882, mean_prior_absolute_error: 0.1797, weighted_recall: 0.704, number_of_instances: 500, precision: 0.7206, predictive_accuracy: 0.704, prior_entropy: 3.3123, relative_absolute_error: 0.491, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2137, root_relative_squared_error: 0.713, unweighted_recall: 0.7055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9019, f_measure: 0.6508, kappa: 0.6088, kb_relative_information_score: 0.6055, mean_absolute_error: 0.0939, mean_prior_absolute_error: 0.1797, weighted_recall: 0.648, number_of_instances: 500, precision: 0.6706, predictive_accuracy: 0.648, prior_entropy: 3.3123, relative_absolute_error: 0.5222, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2203, root_relative_squared_error: 0.7349, unweighted_recall: 0.6495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8969, f_measure: 0.6224, kappa: 0.5816, kb_relative_information_score: 0.5972, mean_absolute_error: 0.096, mean_prior_absolute_error: 0.1797, weighted_recall: 0.624, number_of_instances: 500, precision: 0.6398, predictive_accuracy: 0.624, prior_entropy: 3.3123, relative_absolute_error: 0.534, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2251, root_relative_squared_error: 0.751, unweighted_recall: 0.6273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8976, f_measure: 0.65, kappa: 0.613, kb_relative_information_score: 0.6266, mean_absolute_error: 0.0886, mean_prior_absolute_error: 0.1797, weighted_recall: 0.652, number_of_instances: 500, precision: 0.6539, predictive_accuracy: 0.652, prior_entropy: 3.3123, relative_absolute_error: 0.4926, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2214, root_relative_squared_error: 0.7384, unweighted_recall: 0.6511,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8837, f_measure: 0.6813, kappa: 0.6442, kb_relative_information_score: 0.5936, mean_absolute_error: 0.0949, mean_prior_absolute_error: 0.1797, weighted_recall: 0.68, number_of_instances: 500, precision: 0.6947, predictive_accuracy: 0.68, prior_entropy: 3.3123, relative_absolute_error: 0.5281, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.222, root_relative_squared_error: 0.7406, unweighted_recall: 0.6818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8991, f_measure: 0.6971, kappa: 0.6619, kb_relative_information_score: 0.6359, mean_absolute_error: 0.0859, mean_prior_absolute_error: 0.1797, weighted_recall: 0.696, number_of_instances: 500, precision: 0.7008, predictive_accuracy: 0.696, prior_entropy: 3.3123, relative_absolute_error: 0.4777, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2135, root_relative_squared_error: 0.7123, unweighted_recall: 0.6992,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9031, f_measure: 0.6217, kappa: 0.5796, kb_relative_information_score: 0.6071, mean_absolute_error: 0.0942, mean_prior_absolute_error: 0.1797, weighted_recall: 0.622, number_of_instances: 500, precision: 0.6273, predictive_accuracy: 0.622, prior_entropy: 3.3123, relative_absolute_error: 0.5238, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2261, root_relative_squared_error: 0.7543, unweighted_recall: 0.6235,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9063, f_measure: 0.7121, kappa: 0.6797, kb_relative_information_score: 0.657, mean_absolute_error: 0.0817, mean_prior_absolute_error: 0.1797, weighted_recall: 0.712, number_of_instances: 500, precision: 0.7171, predictive_accuracy: 0.712, prior_entropy: 3.3123, relative_absolute_error: 0.4547, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2081, root_relative_squared_error: 0.6941, unweighted_recall: 0.7145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8966, f_measure: 0.7013, kappa: 0.6663, kb_relative_information_score: 0.6349, mean_absolute_error: 0.0857, mean_prior_absolute_error: 0.1797, weighted_recall: 0.7, number_of_instances: 500, precision: 0.709, predictive_accuracy: 0.7, prior_entropy: 3.3123, relative_absolute_error: 0.4768, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2143, root_relative_squared_error: 0.7147, unweighted_recall: 0.7033,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9016, f_measure: 0.6584, kappa: 0.6258, kb_relative_information_score: 0.6323, mean_absolute_error: 0.09, mean_prior_absolute_error: 0.1797, weighted_recall: 0.664, number_of_instances: 500, precision: 0.6632, predictive_accuracy: 0.664, prior_entropy: 3.3123, relative_absolute_error: 0.5005, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2177, root_relative_squared_error: 0.726, unweighted_recall: 0.6533,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8484, kappa: 0.4366, kb_relative_information_score: 0.481, mean_absolute_error: 0.1247, mean_prior_absolute_error: 0.1797, weighted_recall: 0.496, number_of_instances: 500, predictive_accuracy: 0.496, prior_entropy: 3.3123, relative_absolute_error: 0.6937, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2532, root_relative_squared_error: 0.8446, unweighted_recall: 0.4751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8559, kappa: 0.5246, kb_relative_information_score: 0.5121, mean_absolute_error: 0.1173, mean_prior_absolute_error: 0.1797, weighted_recall: 0.574, number_of_instances: 500, predictive_accuracy: 0.574, prior_entropy: 3.3123, relative_absolute_error: 0.6524, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2441, root_relative_squared_error: 0.8142, unweighted_recall: 0.5519,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8542, kappa: 0.5313, kb_relative_information_score: 0.5242, mean_absolute_error: 0.1141, mean_prior_absolute_error: 0.1797, weighted_recall: 0.58, number_of_instances: 500, predictive_accuracy: 0.58, prior_entropy: 3.3123, relative_absolute_error: 0.6347, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2409, root_relative_squared_error: 0.8035, unweighted_recall: 0.5614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8904, f_measure: 0.6174, kappa: 0.5875, kb_relative_information_score: 0.5921, mean_absolute_error: 0.099, mean_prior_absolute_error: 0.1797, weighted_recall: 0.63, number_of_instances: 500, precision: 0.6243, predictive_accuracy: 0.63, prior_entropy: 3.3123, relative_absolute_error: 0.5505, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2276, root_relative_squared_error: 0.7592, unweighted_recall: 0.6161,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8799, f_measure: 0.6016, kappa: 0.5727, kb_relative_information_score: 0.5577, mean_absolute_error: 0.1056, mean_prior_absolute_error: 0.1797, weighted_recall: 0.616, number_of_instances: 500, precision: 0.6283, predictive_accuracy: 0.616, prior_entropy: 3.3123, relative_absolute_error: 0.5874, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.233, root_relative_squared_error: 0.7772, unweighted_recall: 0.6193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9017, f_measure: 0.6898, kappa: 0.6531, kb_relative_information_score: 0.6521, mean_absolute_error: 0.0829, mean_prior_absolute_error: 0.1797, weighted_recall: 0.688, number_of_instances: 500, precision: 0.6963, predictive_accuracy: 0.688, prior_entropy: 3.3123, relative_absolute_error: 0.4612, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2144, root_relative_squared_error: 0.7151, unweighted_recall: 0.6903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9133, f_measure: 0.6899, kappa: 0.6554, kb_relative_information_score: 0.6679, mean_absolute_error: 0.0813, mean_prior_absolute_error: 0.1797, weighted_recall: 0.69, number_of_instances: 500, precision: 0.695, predictive_accuracy: 0.69, prior_entropy: 3.3123, relative_absolute_error: 0.452, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2085, root_relative_squared_error: 0.6954, unweighted_recall: 0.6926,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9111, f_measure: 0.6501, kappa: 0.6087, kb_relative_information_score: 0.6557, mean_absolute_error: 0.0826, mean_prior_absolute_error: 0.1797, weighted_recall: 0.648, number_of_instances: 500, precision: 0.6617, predictive_accuracy: 0.648, prior_entropy: 3.3123, relative_absolute_error: 0.4593, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.215, root_relative_squared_error: 0.7171, unweighted_recall: 0.6511,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9092, f_measure: 0.7105, kappa: 0.6777, kb_relative_information_score: 0.6559, mean_absolute_error: 0.0818, mean_prior_absolute_error: 0.1797, weighted_recall: 0.71, number_of_instances: 500, precision: 0.7162, predictive_accuracy: 0.71, prior_entropy: 3.3123, relative_absolute_error: 0.4551, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2094, root_relative_squared_error: 0.6985, unweighted_recall: 0.7127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8781, f_measure: 0.6043, kappa: 0.5772, kb_relative_information_score: 0.5597, mean_absolute_error: 0.107, mean_prior_absolute_error: 0.1797, weighted_recall: 0.62, number_of_instances: 500, precision: 0.6386, predictive_accuracy: 0.62, prior_entropy: 3.3123, relative_absolute_error: 0.5954, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2346, root_relative_squared_error: 0.7825, unweighted_recall: 0.6177,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.906, f_measure: 0.6969, kappa: 0.6598, kb_relative_information_score: 0.6361, mean_absolute_error: 0.0851, mean_prior_absolute_error: 0.1797, weighted_recall: 0.694, number_of_instances: 500, precision: 0.7138, predictive_accuracy: 0.694, prior_entropy: 3.3123, relative_absolute_error: 0.4736, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2106, root_relative_squared_error: 0.7023, unweighted_recall: 0.6949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.893, f_measure: 0.641, kappa: 0.6017, kb_relative_information_score: 0.5921, mean_absolute_error: 0.0969, mean_prior_absolute_error: 0.1797, weighted_recall: 0.642, number_of_instances: 500, precision: 0.65, predictive_accuracy: 0.642, prior_entropy: 3.3123, relative_absolute_error: 0.5391, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.225, root_relative_squared_error: 0.7505, unweighted_recall: 0.6445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8981, f_measure: 0.6884, kappa: 0.6528, kb_relative_information_score: 0.6205, mean_absolute_error: 0.0895, mean_prior_absolute_error: 0.1797, weighted_recall: 0.688, number_of_instances: 500, precision: 0.6929, predictive_accuracy: 0.688, prior_entropy: 3.3123, relative_absolute_error: 0.4979, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.219, root_relative_squared_error: 0.7306, unweighted_recall: 0.6866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8951, f_measure: 0.6378, kappa: 0.5995, kb_relative_information_score: 0.6039, mean_absolute_error: 0.0936, mean_prior_absolute_error: 0.1797, weighted_recall: 0.64, number_of_instances: 500, precision: 0.6484, predictive_accuracy: 0.64, prior_entropy: 3.3123, relative_absolute_error: 0.5208, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2233, root_relative_squared_error: 0.7448, unweighted_recall: 0.6422,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8746, f_measure: 0.6332, kappa: 0.5993, kb_relative_information_score: 0.5612, mean_absolute_error: 0.1043, mean_prior_absolute_error: 0.1797, weighted_recall: 0.64, number_of_instances: 500, precision: 0.6337, predictive_accuracy: 0.64, prior_entropy: 3.3123, relative_absolute_error: 0.5802, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2315, root_relative_squared_error: 0.7721, unweighted_recall: 0.6368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9024, f_measure: 0.6732, kappa: 0.637, kb_relative_information_score: 0.6281, mean_absolute_error: 0.0899, mean_prior_absolute_error: 0.1797, weighted_recall: 0.674, number_of_instances: 500, precision: 0.6796, predictive_accuracy: 0.674, prior_entropy: 3.3123, relative_absolute_error: 0.5002, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2164, root_relative_squared_error: 0.7219, unweighted_recall: 0.669,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8872, f_measure: 0.5708, kappa: 0.5344, kb_relative_information_score: 0.5637, mean_absolute_error: 0.1044, mean_prior_absolute_error: 0.1797, weighted_recall: 0.582, number_of_instances: 500, precision: 0.5886, predictive_accuracy: 0.582, prior_entropy: 3.3123, relative_absolute_error: 0.5807, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2326, root_relative_squared_error: 0.7758, unweighted_recall: 0.5756,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8936, f_measure: 0.6272, kappa: 0.586, kb_relative_information_score: 0.5935, mean_absolute_error: 0.0973, mean_prior_absolute_error: 0.1797, weighted_recall: 0.628, number_of_instances: 500, precision: 0.6394, predictive_accuracy: 0.628, prior_entropy: 3.3123, relative_absolute_error: 0.5411, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.227, root_relative_squared_error: 0.7574, unweighted_recall: 0.6296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8887, f_measure: 0.5567, kappa: 0.5218, kb_relative_information_score: 0.5479, mean_absolute_error: 0.1108, mean_prior_absolute_error: 0.1797, weighted_recall: 0.57, number_of_instances: 500, precision: 0.593, predictive_accuracy: 0.57, prior_entropy: 3.3123, relative_absolute_error: 0.6162, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2364, root_relative_squared_error: 0.7887, unweighted_recall: 0.5707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9042, f_measure: 0.6482, kappa: 0.6106, kb_relative_information_score: 0.6315, mean_absolute_error: 0.0886, mean_prior_absolute_error: 0.1797, weighted_recall: 0.65, number_of_instances: 500, precision: 0.657, predictive_accuracy: 0.65, prior_entropy: 3.3123, relative_absolute_error: 0.4929, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2198, root_relative_squared_error: 0.7333, unweighted_recall: 0.6472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9014, f_measure: 0.6474, kappa: 0.6105, kb_relative_information_score: 0.6293, mean_absolute_error: 0.0878, mean_prior_absolute_error: 0.1797, weighted_recall: 0.65, number_of_instances: 500, precision: 0.6513, predictive_accuracy: 0.65, prior_entropy: 3.3123, relative_absolute_error: 0.4886, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2198, root_relative_squared_error: 0.7333, unweighted_recall: 0.6501,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9065, f_measure: 0.679, kappa: 0.6442, kb_relative_information_score: 0.6478, mean_absolute_error: 0.0841, mean_prior_absolute_error: 0.1797, weighted_recall: 0.68, number_of_instances: 500, precision: 0.6811, predictive_accuracy: 0.68, prior_entropy: 3.3123, relative_absolute_error: 0.4681, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2139, root_relative_squared_error: 0.7135, unweighted_recall: 0.6823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9095, f_measure: 0.6672, kappa: 0.6308, kb_relative_information_score: 0.6288, mean_absolute_error: 0.0891, mean_prior_absolute_error: 0.1797, weighted_recall: 0.668, number_of_instances: 500, precision: 0.6697, predictive_accuracy: 0.668, prior_entropy: 3.3123, relative_absolute_error: 0.4958, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2163, root_relative_squared_error: 0.7215, unweighted_recall: 0.6707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8947, f_measure: 0.6353, kappa: 0.5973, kb_relative_information_score: 0.5892, mean_absolute_error: 0.1006, mean_prior_absolute_error: 0.1797, weighted_recall: 0.638, number_of_instances: 500, precision: 0.6709, predictive_accuracy: 0.638, prior_entropy: 3.3123, relative_absolute_error: 0.5599, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2263, root_relative_squared_error: 0.755, unweighted_recall: 0.6381,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8996, f_measure: 0.7061, kappa: 0.6708, kb_relative_information_score: 0.6425, mean_absolute_error: 0.0842, mean_prior_absolute_error: 0.1797, weighted_recall: 0.704, number_of_instances: 500, precision: 0.7125, predictive_accuracy: 0.704, prior_entropy: 3.3123, relative_absolute_error: 0.4683, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.21, root_relative_squared_error: 0.7004, unweighted_recall: 0.7081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8532, f_measure: 0.5634, kappa: 0.5428, kb_relative_information_score: 0.5385, mean_absolute_error: 0.1112, mean_prior_absolute_error: 0.1797, weighted_recall: 0.59, number_of_instances: 500, precision: 0.6236, predictive_accuracy: 0.59, prior_entropy: 3.3123, relative_absolute_error: 0.6185, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2386, root_relative_squared_error: 0.796, unweighted_recall: 0.5827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9074, f_measure: 0.695, kappa: 0.6595, kb_relative_information_score: 0.6423, mean_absolute_error: 0.0857, mean_prior_absolute_error: 0.1797, weighted_recall: 0.694, number_of_instances: 500, precision: 0.6974, predictive_accuracy: 0.694, prior_entropy: 3.3123, relative_absolute_error: 0.4767, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2131, root_relative_squared_error: 0.7109, unweighted_recall: 0.6935,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.894, f_measure: 0.6357, kappa: 0.6082, kb_relative_information_score: 0.6053, mean_absolute_error: 0.0939, mean_prior_absolute_error: 0.1797, weighted_recall: 0.648, number_of_instances: 500, precision: 0.6436, predictive_accuracy: 0.648, prior_entropy: 3.3123, relative_absolute_error: 0.5223, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2233, root_relative_squared_error: 0.745, unweighted_recall: 0.6492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9074, f_measure: 0.6872, kappa: 0.653, kb_relative_information_score: 0.6634, mean_absolute_error: 0.0799, mean_prior_absolute_error: 0.1797, weighted_recall: 0.688, number_of_instances: 500, precision: 0.6933, predictive_accuracy: 0.688, prior_entropy: 3.3123, relative_absolute_error: 0.4444, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.7002, unweighted_recall: 0.6909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8999, f_measure: 0.6797, kappa: 0.6442, kb_relative_information_score: 0.6788, mean_absolute_error: 0.0774, mean_prior_absolute_error: 0.1797, weighted_recall: 0.68, number_of_instances: 500, precision: 0.686, predictive_accuracy: 0.68, prior_entropy: 3.3123, relative_absolute_error: 0.4304, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2148, root_relative_squared_error: 0.7167, unweighted_recall: 0.6837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9005, f_measure: 0.6984, kappa: 0.6663, kb_relative_information_score: 0.7, mean_absolute_error: 0.0724, mean_prior_absolute_error: 0.1797, weighted_recall: 0.7, number_of_instances: 500, precision: 0.7021, predictive_accuracy: 0.7, prior_entropy: 3.3123, relative_absolute_error: 0.4026, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2107, root_relative_squared_error: 0.7027, unweighted_recall: 0.7023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8623, kappa: 0.4731, kb_relative_information_score: 0.5458, mean_absolute_error: 0.1121, mean_prior_absolute_error: 0.1797, weighted_recall: 0.528, number_of_instances: 500, predictive_accuracy: 0.528, prior_entropy: 3.3123, relative_absolute_error: 0.6239, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2402, root_relative_squared_error: 0.8012, unweighted_recall: 0.5031,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8871, kappa: 0.5116, kb_relative_information_score: 0.5425, mean_absolute_error: 0.1124, mean_prior_absolute_error: 0.1797, weighted_recall: 0.562, number_of_instances: 500, predictive_accuracy: 0.562, prior_entropy: 3.3123, relative_absolute_error: 0.6252, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2379, root_relative_squared_error: 0.7935, unweighted_recall: 0.5595,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9031, f_measure: 0.6266, kappa: 0.5837, kb_relative_information_score: 0.6011, mean_absolute_error: 0.0958, mean_prior_absolute_error: 0.1797, weighted_recall: 0.626, number_of_instances: 500, precision: 0.6348, predictive_accuracy: 0.626, prior_entropy: 3.3123, relative_absolute_error: 0.5329, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2266, root_relative_squared_error: 0.756, unweighted_recall: 0.6244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9102, f_measure: 0.6749, kappa: 0.6396, kb_relative_information_score: 0.6516, mean_absolute_error: 0.0838, mean_prior_absolute_error: 0.1797, weighted_recall: 0.676, number_of_instances: 500, precision: 0.6797, predictive_accuracy: 0.676, prior_entropy: 3.3123, relative_absolute_error: 0.4662, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.213, root_relative_squared_error: 0.7104, unweighted_recall: 0.677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8879, f_measure: 0.6308, kappa: 0.5958, kb_relative_information_score: 0.5768, mean_absolute_error: 0.1019, mean_prior_absolute_error: 0.1797, weighted_recall: 0.638, number_of_instances: 500, precision: 0.6659, predictive_accuracy: 0.638, prior_entropy: 3.3123, relative_absolute_error: 0.5669, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2303, root_relative_squared_error: 0.7682, unweighted_recall: 0.6204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8945, f_measure: 0.5947, kappa: 0.5588, kb_relative_information_score: 0.5722, mean_absolute_error: 0.1029, mean_prior_absolute_error: 0.1797, weighted_recall: 0.604, number_of_instances: 500, precision: 0.6195, predictive_accuracy: 0.604, prior_entropy: 3.3123, relative_absolute_error: 0.5727, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2314, root_relative_squared_error: 0.7719, unweighted_recall: 0.5923,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.855, f_measure: 0.4736, kappa: 0.4494, kb_relative_information_score: 0.4752, mean_absolute_error: 0.1252, mean_prior_absolute_error: 0.1797, weighted_recall: 0.506, number_of_instances: 500, precision: 0.5927, predictive_accuracy: 0.506, prior_entropy: 3.3123, relative_absolute_error: 0.6965, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2518, root_relative_squared_error: 0.8398, unweighted_recall: 0.5042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8971, f_measure: 0.6857, kappa: 0.6504, kb_relative_information_score: 0.6249, mean_absolute_error: 0.0889, mean_prior_absolute_error: 0.1797, weighted_recall: 0.686, number_of_instances: 500, precision: 0.6962, predictive_accuracy: 0.686, prior_entropy: 3.3123, relative_absolute_error: 0.4946, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2166, root_relative_squared_error: 0.7226, unweighted_recall: 0.6854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9015, f_measure: 0.6687, kappa: 0.6307, kb_relative_information_score: 0.6315, mean_absolute_error: 0.0884, mean_prior_absolute_error: 0.1797, weighted_recall: 0.668, number_of_instances: 500, precision: 0.6773, predictive_accuracy: 0.668, prior_entropy: 3.3123, relative_absolute_error: 0.4917, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2179, root_relative_squared_error: 0.7269, unweighted_recall: 0.6681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9024, f_measure: 0.6489, kappa: 0.6105, kb_relative_information_score: 0.6359, mean_absolute_error: 0.0871, mean_prior_absolute_error: 0.1797, weighted_recall: 0.65, number_of_instances: 500, precision: 0.6527, predictive_accuracy: 0.65, prior_entropy: 3.3123, relative_absolute_error: 0.4846, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2192, root_relative_squared_error: 0.7312, unweighted_recall: 0.6492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8813, f_measure: 0.6432, kappa: 0.6229, kb_relative_information_score: 0.5829, mean_absolute_error: 0.1015, mean_prior_absolute_error: 0.1797, weighted_recall: 0.662, number_of_instances: 500, precision: 0.6736, predictive_accuracy: 0.662, prior_entropy: 3.3123, relative_absolute_error: 0.5648, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.227, root_relative_squared_error: 0.7574, unweighted_recall: 0.6444,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8556, f_measure: 0.4752, kappa: 0.4571, kb_relative_information_score: 0.51, mean_absolute_error: 0.1189, mean_prior_absolute_error: 0.1797, weighted_recall: 0.512, number_of_instances: 500, precision: 0.5889, predictive_accuracy: 0.512, prior_entropy: 3.3123, relative_absolute_error: 0.6617, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2463, root_relative_squared_error: 0.8216, unweighted_recall: 0.5244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8617, kappa: 0.4807, kb_relative_information_score: 0.5162, mean_absolute_error: 0.1167, mean_prior_absolute_error: 0.1797, weighted_recall: 0.534, number_of_instances: 500, predictive_accuracy: 0.534, prior_entropy: 3.3123, relative_absolute_error: 0.6492, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.243, root_relative_squared_error: 0.8105, unweighted_recall: 0.5354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8864, f_measure: 0.6294, kappa: 0.595, kb_relative_information_score: 0.5844, mean_absolute_error: 0.1011, mean_prior_absolute_error: 0.1797, weighted_recall: 0.636, number_of_instances: 500, precision: 0.6412, predictive_accuracy: 0.636, prior_entropy: 3.3123, relative_absolute_error: 0.5622, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2278, root_relative_squared_error: 0.7598, unweighted_recall: 0.635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8854, f_measure: 0.6236, kappa: 0.5857, kb_relative_information_score: 0.566, mean_absolute_error: 0.1023, mean_prior_absolute_error: 0.1797, weighted_recall: 0.628, number_of_instances: 500, precision: 0.6398, predictive_accuracy: 0.628, prior_entropy: 3.3123, relative_absolute_error: 0.5693, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2301, root_relative_squared_error: 0.7674, unweighted_recall: 0.6265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8937, f_measure: 0.6393, kappa: 0.6074, kb_relative_information_score: 0.5951, mean_absolute_error: 0.0981, mean_prior_absolute_error: 0.1797, weighted_recall: 0.648, number_of_instances: 500, precision: 0.658, predictive_accuracy: 0.648, prior_entropy: 3.3123, relative_absolute_error: 0.5457, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2245, root_relative_squared_error: 0.7489, unweighted_recall: 0.6365,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8763, kappa: 0.5196, kb_relative_information_score: 0.5427, mean_absolute_error: 0.1119, mean_prior_absolute_error: 0.1797, weighted_recall: 0.57, number_of_instances: 500, predictive_accuracy: 0.57, prior_entropy: 3.3123, relative_absolute_error: 0.6227, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2413, root_relative_squared_error: 0.8049, unweighted_recall: 0.5457,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8413, kappa: 0.42, kb_relative_information_score: 0.46, mean_absolute_error: 0.1293, mean_prior_absolute_error: 0.1797, weighted_recall: 0.482, number_of_instances: 500, predictive_accuracy: 0.482, prior_entropy: 3.3123, relative_absolute_error: 0.7193, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2558, root_relative_squared_error: 0.8533, unweighted_recall: 0.4608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8811, f_measure: 0.5517, kappa: 0.5157, kb_relative_information_score: 0.5446, mean_absolute_error: 0.1101, mean_prior_absolute_error: 0.1797, weighted_recall: 0.566, number_of_instances: 500, precision: 0.5861, predictive_accuracy: 0.566, prior_entropy: 3.3123, relative_absolute_error: 0.6123, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2382, root_relative_squared_error: 0.7945, unweighted_recall: 0.5518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9058, f_measure: 0.7048, kappa: 0.6707, kb_relative_information_score: 0.6435, mean_absolute_error: 0.0835, mean_prior_absolute_error: 0.1797, weighted_recall: 0.704, number_of_instances: 500, precision: 0.7121, predictive_accuracy: 0.704, prior_entropy: 3.3123, relative_absolute_error: 0.4647, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2131, root_relative_squared_error: 0.7109, unweighted_recall: 0.7045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9127, f_measure: 0.699, kappa: 0.6642, kb_relative_information_score: 0.6728, mean_absolute_error: 0.0786, mean_prior_absolute_error: 0.1797, weighted_recall: 0.698, number_of_instances: 500, precision: 0.7034, predictive_accuracy: 0.698, prior_entropy: 3.3123, relative_absolute_error: 0.4373, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2102, root_relative_squared_error: 0.7012, unweighted_recall: 0.6993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8909, f_measure: 0.7057, kappa: 0.6706, kb_relative_information_score: 0.6149, mean_absolute_error: 0.0913, mean_prior_absolute_error: 0.1797, weighted_recall: 0.704, number_of_instances: 500, precision: 0.7112, predictive_accuracy: 0.704, prior_entropy: 3.3123, relative_absolute_error: 0.5082, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2176, root_relative_squared_error: 0.7258, unweighted_recall: 0.7043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9018, f_measure: 0.6736, kappa: 0.6397, kb_relative_information_score: 0.6411, mean_absolute_error: 0.0856, mean_prior_absolute_error: 0.1797, weighted_recall: 0.676, number_of_instances: 500, precision: 0.6812, predictive_accuracy: 0.676, prior_entropy: 3.3123, relative_absolute_error: 0.4761, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2154, root_relative_squared_error: 0.7186, unweighted_recall: 0.6782,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8814, f_measure: 0.7154, kappa: 0.6817, kb_relative_information_score: 0.6075, mean_absolute_error: 0.0937, mean_prior_absolute_error: 0.1797, weighted_recall: 0.714, number_of_instances: 500, precision: 0.7218, predictive_accuracy: 0.714, prior_entropy: 3.3123, relative_absolute_error: 0.5214, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2189, root_relative_squared_error: 0.7302, unweighted_recall: 0.7143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8891, f_measure: 0.6828, kappa: 0.6465, kb_relative_information_score: 0.6087, mean_absolute_error: 0.0914, mean_prior_absolute_error: 0.1797, weighted_recall: 0.682, number_of_instances: 500, precision: 0.6921, predictive_accuracy: 0.682, prior_entropy: 3.3123, relative_absolute_error: 0.5087, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2217, root_relative_squared_error: 0.7394, unweighted_recall: 0.6847,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9041, f_measure: 0.7015, kappa: 0.6686, kb_relative_information_score: 0.6736, mean_absolute_error: 0.0784, mean_prior_absolute_error: 0.1797, weighted_recall: 0.702, number_of_instances: 500, precision: 0.7075, predictive_accuracy: 0.702, prior_entropy: 3.3123, relative_absolute_error: 0.4362, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2108, root_relative_squared_error: 0.7032, unweighted_recall: 0.7049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9062, f_measure: 0.6574, kappa: 0.6197, kb_relative_information_score: 0.6467, mean_absolute_error: 0.085, mean_prior_absolute_error: 0.1797, weighted_recall: 0.658, number_of_instances: 500, precision: 0.6657, predictive_accuracy: 0.658, prior_entropy: 3.3123, relative_absolute_error: 0.4729, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2165, root_relative_squared_error: 0.7221, unweighted_recall: 0.6587,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8728, f_measure: 0.4742, kappa: 0.4663, kb_relative_information_score: 0.5134, mean_absolute_error: 0.1172, mean_prior_absolute_error: 0.1797, weighted_recall: 0.522, number_of_instances: 500, precision: 0.5326, predictive_accuracy: 0.522, prior_entropy: 3.3123, relative_absolute_error: 0.652, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2456, root_relative_squared_error: 0.8194, unweighted_recall: 0.5042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9069, f_measure: 0.6499, kappa: 0.6085, kb_relative_information_score: 0.6346, mean_absolute_error: 0.0873, mean_prior_absolute_error: 0.1797, weighted_recall: 0.648, number_of_instances: 500, precision: 0.6618, predictive_accuracy: 0.648, prior_entropy: 3.3123, relative_absolute_error: 0.4859, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2194, root_relative_squared_error: 0.7317, unweighted_recall: 0.6485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9032, f_measure: 0.6496, kappa: 0.6106, kb_relative_information_score: 0.625, mean_absolute_error: 0.0888, mean_prior_absolute_error: 0.1797, weighted_recall: 0.65, number_of_instances: 500, precision: 0.6577, predictive_accuracy: 0.65, prior_entropy: 3.3123, relative_absolute_error: 0.4939, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.221, root_relative_squared_error: 0.7371, unweighted_recall: 0.6516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8821, f_measure: 0.6492, kappa: 0.6079, kb_relative_information_score: 0.5732, mean_absolute_error: 0.1012, mean_prior_absolute_error: 0.1797, weighted_recall: 0.648, number_of_instances: 500, precision: 0.6775, predictive_accuracy: 0.648, prior_entropy: 3.3123, relative_absolute_error: 0.5631, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2302, root_relative_squared_error: 0.7679, unweighted_recall: 0.6447,

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

OpenML APIs