OpenML
Supervised Classification on phoneme

Supervised Classification on phoneme

Task 9952 Supervised Classification phoneme 113799 runs submitted
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  • OpenML-CC18 OpenML100 study_107 study_123 study_14 study_218 study_50 study_7 study_98 study_99
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113799 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9298, f_measure: 0.8623, kappa: 0.6664, kb_relative_information_score: 0.5443, mean_absolute_error: 0.1897, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8631, number_of_instances: 5404, precision: 0.8618, predictive_accuracy: 0.8631, prior_entropy: 0.8732, relative_absolute_error: 0.4574, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3091, root_relative_squared_error: 0.6787, unweighted_recall: 0.8297,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9308, f_measure: 0.8639, kappa: 0.6697, kb_relative_information_score: 0.5551, mean_absolute_error: 0.1851, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8647, number_of_instances: 5404, precision: 0.8633, predictive_accuracy: 0.8647, prior_entropy: 0.8732, relative_absolute_error: 0.4462, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3086, root_relative_squared_error: 0.6777, unweighted_recall: 0.8307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9278, f_measure: 0.866, kappa: 0.6756, kb_relative_information_score: 0.5654, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8666, number_of_instances: 5404, precision: 0.8656, predictive_accuracy: 0.8666, prior_entropy: 0.8732, relative_absolute_error: 0.4341, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3104, root_relative_squared_error: 0.6816, unweighted_recall: 0.835,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9272, f_measure: 0.8615, kappa: 0.6632, kb_relative_information_score: 0.542, mean_absolute_error: 0.1912, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8627, number_of_instances: 5404, precision: 0.8608, predictive_accuracy: 0.8627, prior_entropy: 0.8732, relative_absolute_error: 0.4609, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3112, root_relative_squared_error: 0.6834, unweighted_recall: 0.826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9265, f_measure: 0.8598, kappa: 0.659, kb_relative_information_score: 0.5231, mean_absolute_error: 0.1994, mean_prior_absolute_error: 0.4147, weighted_recall: 0.861, number_of_instances: 5404, precision: 0.8591, predictive_accuracy: 0.861, prior_entropy: 0.8732, relative_absolute_error: 0.4808, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3133, root_relative_squared_error: 0.688, unweighted_recall: 0.8239,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9268, f_measure: 0.8641, kappa: 0.6696, kb_relative_information_score: 0.5445, mean_absolute_error: 0.1899, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8653, number_of_instances: 5404, precision: 0.8634, predictive_accuracy: 0.8653, prior_entropy: 0.8732, relative_absolute_error: 0.458, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3113, root_relative_squared_error: 0.6836, unweighted_recall: 0.8291,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.919, f_measure: 0.8519, kappa: 0.6394, kb_relative_information_score: 0.4909, mean_absolute_error: 0.2133, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8534, number_of_instances: 5404, precision: 0.8511, predictive_accuracy: 0.8534, prior_entropy: 0.8732, relative_absolute_error: 0.5144, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3213, root_relative_squared_error: 0.7057, unweighted_recall: 0.8133,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9229, f_measure: 0.8619, kappa: 0.6658, kb_relative_information_score: 0.5561, mean_absolute_error: 0.183, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8623, number_of_instances: 5404, precision: 0.8615, predictive_accuracy: 0.8623, prior_entropy: 0.8732, relative_absolute_error: 0.4413, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3166, root_relative_squared_error: 0.6953, unweighted_recall: 0.8307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9268, f_measure: 0.8589, kappa: 0.6589, kb_relative_information_score: 0.5551, mean_absolute_error: 0.1836, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8594, number_of_instances: 5404, precision: 0.8586, predictive_accuracy: 0.8594, prior_entropy: 0.8732, relative_absolute_error: 0.4427, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3124, root_relative_squared_error: 0.6861, unweighted_recall: 0.8275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9243, f_measure: 0.8569, kappa: 0.6528, kb_relative_information_score: 0.544, mean_absolute_error: 0.1884, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8579, number_of_instances: 5404, precision: 0.8563, predictive_accuracy: 0.8579, prior_entropy: 0.8732, relative_absolute_error: 0.4542, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3158, root_relative_squared_error: 0.6935, unweighted_recall: 0.8222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.913, f_measure: 0.8457, kappa: 0.6249, kb_relative_information_score: 0.4816, mean_absolute_error: 0.2164, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8472, number_of_instances: 5404, precision: 0.8449, predictive_accuracy: 0.8472, prior_entropy: 0.8732, relative_absolute_error: 0.5217, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3271, root_relative_squared_error: 0.7184, unweighted_recall: 0.8071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9125, f_measure: 0.8489, kappa: 0.6333, kb_relative_information_score: 0.5272, mean_absolute_error: 0.1934, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8499, number_of_instances: 5404, precision: 0.8482, predictive_accuracy: 0.8499, prior_entropy: 0.8732, relative_absolute_error: 0.4664, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3286, root_relative_squared_error: 0.7217, unweighted_recall: 0.8125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9319, f_measure: 0.8705, kappa: 0.6866, kb_relative_information_score: 0.5569, mean_absolute_error: 0.1852, mean_prior_absolute_error: 0.4147, weighted_recall: 0.871, number_of_instances: 5404, precision: 0.8701, predictive_accuracy: 0.871, prior_entropy: 0.8732, relative_absolute_error: 0.4466, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3061, root_relative_squared_error: 0.6723, unweighted_recall: 0.8407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9208, f_measure: 0.8573, kappa: 0.6548, kb_relative_information_score: 0.5543, mean_absolute_error: 0.183, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8577, number_of_instances: 5404, precision: 0.8569, predictive_accuracy: 0.8577, prior_entropy: 0.8732, relative_absolute_error: 0.4412, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3191, root_relative_squared_error: 0.7007, unweighted_recall: 0.8254,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9294, f_measure: 0.8677, kappa: 0.6787, kb_relative_information_score: 0.5198, mean_absolute_error: 0.2018, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8688, number_of_instances: 5404, precision: 0.8672, predictive_accuracy: 0.8688, prior_entropy: 0.8732, relative_absolute_error: 0.4865, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3097, root_relative_squared_error: 0.6802, unweighted_recall: 0.8342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9217, f_measure: 0.8533, kappa: 0.6412, kb_relative_information_score: 0.4919, mean_absolute_error: 0.2135, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8557, number_of_instances: 5404, precision: 0.8527, predictive_accuracy: 0.8557, prior_entropy: 0.8732, relative_absolute_error: 0.5148, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3192, root_relative_squared_error: 0.701, unweighted_recall: 0.811,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9114, f_measure: 0.8469, kappa: 0.6286, kb_relative_information_score: 0.4933, mean_absolute_error: 0.2104, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8479, number_of_instances: 5404, precision: 0.8462, predictive_accuracy: 0.8479, prior_entropy: 0.8732, relative_absolute_error: 0.5072, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3292, root_relative_squared_error: 0.723, unweighted_recall: 0.8103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9256, f_measure: 0.8625, kappa: 0.6665, kb_relative_information_score: 0.5583, mean_absolute_error: 0.1821, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8632, number_of_instances: 5404, precision: 0.8619, predictive_accuracy: 0.8632, prior_entropy: 0.8732, relative_absolute_error: 0.439, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3133, root_relative_squared_error: 0.6881, unweighted_recall: 0.8295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9279, f_measure: 0.8653, kappa: 0.6739, kb_relative_information_score: 0.5641, mean_absolute_error: 0.1803, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8658, number_of_instances: 5404, precision: 0.8649, predictive_accuracy: 0.8658, prior_entropy: 0.8732, relative_absolute_error: 0.4347, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3114, root_relative_squared_error: 0.6839, unweighted_recall: 0.8343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9266, f_measure: 0.8631, kappa: 0.6677, kb_relative_information_score: 0.5603, mean_absolute_error: 0.1819, mean_prior_absolute_error: 0.4147, weighted_recall: 0.864, number_of_instances: 5404, precision: 0.8625, predictive_accuracy: 0.864, prior_entropy: 0.8732, relative_absolute_error: 0.4387, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3114, root_relative_squared_error: 0.6839, unweighted_recall: 0.8295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.919, f_measure: 0.8553, kappa: 0.6492, kb_relative_information_score: 0.5545, mean_absolute_error: 0.1819, mean_prior_absolute_error: 0.4147, weighted_recall: 0.856, number_of_instances: 5404, precision: 0.8547, predictive_accuracy: 0.856, prior_entropy: 0.8732, relative_absolute_error: 0.4386, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3236, root_relative_squared_error: 0.7106, unweighted_recall: 0.8213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9291, f_measure: 0.867, kappa: 0.6775, kb_relative_information_score: 0.5328, mean_absolute_error: 0.196, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8679, number_of_instances: 5404, precision: 0.8665, predictive_accuracy: 0.8679, prior_entropy: 0.8732, relative_absolute_error: 0.4725, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3095, root_relative_squared_error: 0.6796, unweighted_recall: 0.8346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9239, f_measure: 0.8584, kappa: 0.6572, kb_relative_information_score: 0.5431, mean_absolute_error: 0.1883, mean_prior_absolute_error: 0.4147, weighted_recall: 0.859, number_of_instances: 5404, precision: 0.8579, predictive_accuracy: 0.859, prior_entropy: 0.8732, relative_absolute_error: 0.4541, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.317, root_relative_squared_error: 0.6961, unweighted_recall: 0.8259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9235, f_measure: 0.8617, kappa: 0.6657, kb_relative_information_score: 0.5646, mean_absolute_error: 0.1781, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8621, number_of_instances: 5404, precision: 0.8614, predictive_accuracy: 0.8621, prior_entropy: 0.8732, relative_absolute_error: 0.4294, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.317, root_relative_squared_error: 0.6961, unweighted_recall: 0.8309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9212, f_measure: 0.8498, kappa: 0.633, kb_relative_information_score: 0.4891, mean_absolute_error: 0.2146, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8521, number_of_instances: 5404, precision: 0.8491, predictive_accuracy: 0.8521, prior_entropy: 0.8732, relative_absolute_error: 0.5175, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3195, root_relative_squared_error: 0.7017, unweighted_recall: 0.8075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9283, f_measure: 0.8648, kappa: 0.6725, kb_relative_information_score: 0.5313, mean_absolute_error: 0.1959, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8655, number_of_instances: 5404, precision: 0.8643, predictive_accuracy: 0.8655, prior_entropy: 0.8732, relative_absolute_error: 0.4724, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3107, root_relative_squared_error: 0.6823, unweighted_recall: 0.8331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9137, f_measure: 0.8422, kappa: 0.6167, kb_relative_information_score: 0.4954, mean_absolute_error: 0.2084, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8434, number_of_instances: 5404, precision: 0.8414, predictive_accuracy: 0.8434, prior_entropy: 0.8732, relative_absolute_error: 0.5024, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3277, root_relative_squared_error: 0.7197, unweighted_recall: 0.8037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9237, f_measure: 0.8649, kappa: 0.6724, kb_relative_information_score: 0.5602, mean_absolute_error: 0.1812, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8657, number_of_instances: 5404, precision: 0.8644, predictive_accuracy: 0.8657, prior_entropy: 0.8732, relative_absolute_error: 0.437, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3146, root_relative_squared_error: 0.6909, unweighted_recall: 0.8325,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9271, f_measure: 0.8607, kappa: 0.6619, kb_relative_information_score: 0.5532, mean_absolute_error: 0.1848, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8616, number_of_instances: 5404, precision: 0.8601, predictive_accuracy: 0.8616, prior_entropy: 0.8732, relative_absolute_error: 0.4456, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3123, root_relative_squared_error: 0.6859, unweighted_recall: 0.8267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9181, f_measure: 0.8496, kappa: 0.6325, kb_relative_information_score: 0.4647, mean_absolute_error: 0.2263, mean_prior_absolute_error: 0.4147, weighted_recall: 0.852, number_of_instances: 5404, precision: 0.8489, predictive_accuracy: 0.852, prior_entropy: 0.8732, relative_absolute_error: 0.5456, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3235, root_relative_squared_error: 0.7104, unweighted_recall: 0.8071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9234, f_measure: 0.8561, kappa: 0.6497, kb_relative_information_score: 0.4954, mean_absolute_error: 0.2126, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8575, number_of_instances: 5404, precision: 0.8553, predictive_accuracy: 0.8575, prior_entropy: 0.8732, relative_absolute_error: 0.5125, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.317, root_relative_squared_error: 0.6962, unweighted_recall: 0.8186,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9325, f_measure: 0.8708, kappa: 0.6866, kb_relative_information_score: 0.5592, mean_absolute_error: 0.1846, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8716, number_of_instances: 5404, precision: 0.8703, predictive_accuracy: 0.8716, prior_entropy: 0.8732, relative_absolute_error: 0.445, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3051, root_relative_squared_error: 0.6701, unweighted_recall: 0.8393,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9236, f_measure: 0.8621, kappa: 0.6663, kb_relative_information_score: 0.5538, mean_absolute_error: 0.1843, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8625, number_of_instances: 5404, precision: 0.8617, predictive_accuracy: 0.8625, prior_entropy: 0.8732, relative_absolute_error: 0.4445, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3149, root_relative_squared_error: 0.6915, unweighted_recall: 0.831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9233, f_measure: 0.8548, kappa: 0.6467, kb_relative_information_score: 0.4965, mean_absolute_error: 0.2119, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8562, number_of_instances: 5404, precision: 0.8541, predictive_accuracy: 0.8562, prior_entropy: 0.8732, relative_absolute_error: 0.5108, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3168, root_relative_squared_error: 0.6956, unweighted_recall: 0.8173,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.924, f_measure: 0.8622, kappa: 0.6669, kb_relative_information_score: 0.5539, mean_absolute_error: 0.1834, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8625, number_of_instances: 5404, precision: 0.8619, predictive_accuracy: 0.8625, prior_entropy: 0.8732, relative_absolute_error: 0.4422, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3156, root_relative_squared_error: 0.6931, unweighted_recall: 0.8319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9258, f_measure: 0.8618, kappa: 0.6648, kb_relative_information_score: 0.5252, mean_absolute_error: 0.1981, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8627, number_of_instances: 5404, precision: 0.8612, predictive_accuracy: 0.8627, prior_entropy: 0.8732, relative_absolute_error: 0.4777, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3133, root_relative_squared_error: 0.6881, unweighted_recall: 0.8284,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.932, f_measure: 0.8722, kappa: 0.6901, kb_relative_information_score: 0.5492, mean_absolute_error: 0.1889, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8729, number_of_instances: 5404, precision: 0.8717, predictive_accuracy: 0.8729, prior_entropy: 0.8732, relative_absolute_error: 0.4555, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3059, root_relative_squared_error: 0.6718, unweighted_recall: 0.8413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9166, f_measure: 0.8513, kappa: 0.6359, kb_relative_information_score: 0.4625, mean_absolute_error: 0.2274, mean_prior_absolute_error: 0.4147, weighted_recall: 0.854, number_of_instances: 5404, precision: 0.8508, predictive_accuracy: 0.854, prior_entropy: 0.8732, relative_absolute_error: 0.5484, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3255, root_relative_squared_error: 0.7147, unweighted_recall: 0.8075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9267, f_measure: 0.8662, kappa: 0.6758, kb_relative_information_score: 0.519, mean_absolute_error: 0.2017, mean_prior_absolute_error: 0.4147, weighted_recall: 0.867, number_of_instances: 5404, precision: 0.8657, predictive_accuracy: 0.867, prior_entropy: 0.8732, relative_absolute_error: 0.4863, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.313, root_relative_squared_error: 0.6873, unweighted_recall: 0.8343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9186, f_measure: 0.8478, kappa: 0.6299, kb_relative_information_score: 0.5005, mean_absolute_error: 0.2089, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8492, number_of_instances: 5404, precision: 0.847, predictive_accuracy: 0.8492, prior_entropy: 0.8732, relative_absolute_error: 0.5038, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.321, root_relative_squared_error: 0.7049, unweighted_recall: 0.8094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.92, f_measure: 0.8556, kappa: 0.6484, kb_relative_information_score: 0.5328, mean_absolute_error: 0.1932, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8571, number_of_instances: 5404, precision: 0.8549, predictive_accuracy: 0.8571, prior_entropy: 0.8732, relative_absolute_error: 0.4659, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3197, root_relative_squared_error: 0.702, unweighted_recall: 0.8176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9242, f_measure: 0.8586, kappa: 0.657, kb_relative_information_score: 0.5505, mean_absolute_error: 0.1854, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8595, number_of_instances: 5404, precision: 0.858, predictive_accuracy: 0.8595, prior_entropy: 0.8732, relative_absolute_error: 0.4471, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6919, unweighted_recall: 0.8243,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9298, f_measure: 0.8655, kappa: 0.6737, kb_relative_information_score: 0.5294, mean_absolute_error: 0.1976, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8664, number_of_instances: 5404, precision: 0.865, predictive_accuracy: 0.8664, prior_entropy: 0.8732, relative_absolute_error: 0.4765, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3089, root_relative_squared_error: 0.6784, unweighted_recall: 0.8326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9271, f_measure: 0.8624, kappa: 0.6665, kb_relative_information_score: 0.5449, mean_absolute_error: 0.1898, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8631, number_of_instances: 5404, precision: 0.8619, predictive_accuracy: 0.8631, prior_entropy: 0.8732, relative_absolute_error: 0.4575, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3111, root_relative_squared_error: 0.6831, unweighted_recall: 0.8299,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9259, f_measure: 0.8664, kappa: 0.6759, kb_relative_information_score: 0.5546, mean_absolute_error: 0.1836, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8673, number_of_instances: 5404, precision: 0.8659, predictive_accuracy: 0.8673, prior_entropy: 0.8732, relative_absolute_error: 0.4427, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3143, root_relative_squared_error: 0.6901, unweighted_recall: 0.8337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9335, f_measure: 0.8722, kappa: 0.6904, kb_relative_information_score: 0.5618, mean_absolute_error: 0.1833, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8729, number_of_instances: 5404, precision: 0.8718, predictive_accuracy: 0.8729, prior_entropy: 0.8732, relative_absolute_error: 0.4419, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3039, root_relative_squared_error: 0.6673, unweighted_recall: 0.8418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9237, f_measure: 0.8585, kappa: 0.6561, kb_relative_information_score: 0.5112, mean_absolute_error: 0.2048, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8597, number_of_instances: 5404, precision: 0.8578, predictive_accuracy: 0.8597, prior_entropy: 0.8732, relative_absolute_error: 0.4939, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3158, root_relative_squared_error: 0.6935, unweighted_recall: 0.8226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9247, f_measure: 0.8586, kappa: 0.6585, kb_relative_information_score: 0.5216, mean_absolute_error: 0.1995, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8588, number_of_instances: 5404, precision: 0.8584, predictive_accuracy: 0.8588, prior_entropy: 0.8732, relative_absolute_error: 0.4809, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3152, root_relative_squared_error: 0.6922, unweighted_recall: 0.8282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9286, f_measure: 0.8588, kappa: 0.6576, kb_relative_information_score: 0.546, mean_absolute_error: 0.1887, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8595, number_of_instances: 5404, precision: 0.8582, predictive_accuracy: 0.8595, prior_entropy: 0.8732, relative_absolute_error: 0.4551, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3107, root_relative_squared_error: 0.6823, unweighted_recall: 0.8252,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9253, f_measure: 0.8602, kappa: 0.6598, kb_relative_information_score: 0.5011, mean_absolute_error: 0.21, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8616, number_of_instances: 5404, precision: 0.8595, predictive_accuracy: 0.8616, prior_entropy: 0.8732, relative_absolute_error: 0.5063, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6921, unweighted_recall: 0.8237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9279, f_measure: 0.865, kappa: 0.673, kb_relative_information_score: 0.5379, mean_absolute_error: 0.1931, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8657, number_of_instances: 5404, precision: 0.8645, predictive_accuracy: 0.8657, prior_entropy: 0.8732, relative_absolute_error: 0.4657, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3107, root_relative_squared_error: 0.6824, unweighted_recall: 0.8334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8838, f_measure: 0.7964, kappa: 0.4951, kb_relative_information_score: 0.3012, mean_absolute_error: 0.2941, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8044, number_of_instances: 5404, precision: 0.7968, predictive_accuracy: 0.8044, prior_entropy: 0.8732, relative_absolute_error: 0.7092, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3615, root_relative_squared_error: 0.794, unweighted_recall: 0.7313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.8669, kappa: 0.6775, kb_relative_information_score: 0.5333, mean_absolute_error: 0.1952, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8675, number_of_instances: 5404, precision: 0.8664, predictive_accuracy: 0.8675, prior_entropy: 0.8732, relative_absolute_error: 0.4708, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3108, root_relative_squared_error: 0.6825, unweighted_recall: 0.8356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8649, f_measure: 0.7452, kappa: 0.3569, kb_relative_information_score: 0.2194, mean_absolute_error: 0.3288, mean_prior_absolute_error: 0.4147, weighted_recall: 0.7759, number_of_instances: 5404, precision: 0.7731, predictive_accuracy: 0.7759, prior_entropy: 0.8732, relative_absolute_error: 0.7929, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.383, root_relative_squared_error: 0.841, unweighted_recall: 0.6499,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9332, f_measure: 0.8733, kappa: 0.6925, kb_relative_information_score: 0.5555, mean_absolute_error: 0.1862, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8742, number_of_instances: 5404, precision: 0.8728, predictive_accuracy: 0.8742, prior_entropy: 0.8732, relative_absolute_error: 0.4488, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3047, root_relative_squared_error: 0.6691, unweighted_recall: 0.8417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9268, f_measure: 0.8613, kappa: 0.6631, kb_relative_information_score: 0.5491, mean_absolute_error: 0.1873, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8625, number_of_instances: 5404, precision: 0.8607, predictive_accuracy: 0.8625, prior_entropy: 0.8732, relative_absolute_error: 0.4517, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3119, root_relative_squared_error: 0.685, unweighted_recall: 0.8262,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.931, f_measure: 0.8677, kappa: 0.6791, kb_relative_information_score: 0.5544, mean_absolute_error: 0.1858, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8684, number_of_instances: 5404, precision: 0.8671, predictive_accuracy: 0.8684, prior_entropy: 0.8732, relative_absolute_error: 0.448, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3074, root_relative_squared_error: 0.6751, unweighted_recall: 0.8357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9242, f_measure: 0.8603, kappa: 0.6616, kb_relative_information_score: 0.5444, mean_absolute_error: 0.1891, mean_prior_absolute_error: 0.4147, weighted_recall: 0.861, number_of_instances: 5404, precision: 0.8598, predictive_accuracy: 0.861, prior_entropy: 0.8732, relative_absolute_error: 0.456, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.316, root_relative_squared_error: 0.694, unweighted_recall: 0.8276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9281, f_measure: 0.8652, kappa: 0.6732, kb_relative_information_score: 0.5326, mean_absolute_error: 0.1961, mean_prior_absolute_error: 0.4147, weighted_recall: 0.866, number_of_instances: 5404, precision: 0.8647, predictive_accuracy: 0.866, prior_entropy: 0.8732, relative_absolute_error: 0.4729, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3103, root_relative_squared_error: 0.6814, unweighted_recall: 0.8328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9288, f_measure: 0.8628, kappa: 0.6675, kb_relative_information_score: 0.5426, mean_absolute_error: 0.1912, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8634, number_of_instances: 5404, precision: 0.8623, predictive_accuracy: 0.8634, prior_entropy: 0.8732, relative_absolute_error: 0.4611, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3101, root_relative_squared_error: 0.6809, unweighted_recall: 0.8306,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9232, f_measure: 0.8617, kappa: 0.6641, kb_relative_information_score: 0.5552, mean_absolute_error: 0.1834, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8627, number_of_instances: 5404, precision: 0.861, predictive_accuracy: 0.8627, prior_entropy: 0.8732, relative_absolute_error: 0.4423, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3165, root_relative_squared_error: 0.6951, unweighted_recall: 0.8273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9183, f_measure: 0.8504, kappa: 0.6344, kb_relative_information_score: 0.4563, mean_absolute_error: 0.2295, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8527, number_of_instances: 5404, precision: 0.8497, predictive_accuracy: 0.8527, prior_entropy: 0.8732, relative_absolute_error: 0.5533, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3242, root_relative_squared_error: 0.7119, unweighted_recall: 0.8082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9292, f_measure: 0.8678, kappa: 0.6794, kb_relative_information_score: 0.5688, mean_absolute_error: 0.1782, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8686, number_of_instances: 5404, precision: 0.8673, predictive_accuracy: 0.8686, prior_entropy: 0.8732, relative_absolute_error: 0.4296, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3094, root_relative_squared_error: 0.6794, unweighted_recall: 0.8357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9227, f_measure: 0.8607, kappa: 0.6618, kb_relative_information_score: 0.5384, mean_absolute_error: 0.1913, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8618, number_of_instances: 5404, precision: 0.8601, predictive_accuracy: 0.8618, prior_entropy: 0.8732, relative_absolute_error: 0.4613, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3152, root_relative_squared_error: 0.6921, unweighted_recall: 0.8261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9296, f_measure: 0.8656, kappa: 0.6735, kb_relative_information_score: 0.5254, mean_absolute_error: 0.1997, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8666, number_of_instances: 5404, precision: 0.865, predictive_accuracy: 0.8666, prior_entropy: 0.8732, relative_absolute_error: 0.4815, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3094, root_relative_squared_error: 0.6796, unweighted_recall: 0.8319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9258, f_measure: 0.8652, kappa: 0.6732, kb_relative_information_score: 0.5666, mean_absolute_error: 0.1782, mean_prior_absolute_error: 0.4147, weighted_recall: 0.866, number_of_instances: 5404, precision: 0.8647, predictive_accuracy: 0.866, prior_entropy: 0.8732, relative_absolute_error: 0.4298, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3141, root_relative_squared_error: 0.6898, unweighted_recall: 0.8328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9289, f_measure: 0.8607, kappa: 0.662, kb_relative_information_score: 0.5441, mean_absolute_error: 0.1896, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8616, number_of_instances: 5404, precision: 0.8601, predictive_accuracy: 0.8616, prior_entropy: 0.8732, relative_absolute_error: 0.4572, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3104, root_relative_squared_error: 0.6816, unweighted_recall: 0.8268,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9019, f_measure: 0.8348, kappa: 0.5952, kb_relative_information_score: 0.4634, mean_absolute_error: 0.2226, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8379, number_of_instances: 5404, precision: 0.834, predictive_accuracy: 0.8379, prior_entropy: 0.8732, relative_absolute_error: 0.5367, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3358, root_relative_squared_error: 0.7375, unweighted_recall: 0.7874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9281, f_measure: 0.8641, kappa: 0.6706, kb_relative_information_score: 0.546, mean_absolute_error: 0.1891, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8649, number_of_instances: 5404, precision: 0.8636, predictive_accuracy: 0.8649, prior_entropy: 0.8732, relative_absolute_error: 0.456, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3112, root_relative_squared_error: 0.6833, unweighted_recall: 0.8316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9178, f_measure: 0.8565, kappa: 0.6515, kb_relative_information_score: 0.5179, mean_absolute_error: 0.2005, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8575, number_of_instances: 5404, precision: 0.8558, predictive_accuracy: 0.8575, prior_entropy: 0.8732, relative_absolute_error: 0.4835, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3217, root_relative_squared_error: 0.7065, unweighted_recall: 0.8212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.929, f_measure: 0.8624, kappa: 0.6667, kb_relative_information_score: 0.5503, mean_absolute_error: 0.1865, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8631, number_of_instances: 5404, precision: 0.8619, predictive_accuracy: 0.8631, prior_entropy: 0.8732, relative_absolute_error: 0.4496, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3108, root_relative_squared_error: 0.6825, unweighted_recall: 0.8303,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9143, f_measure: 0.8448, kappa: 0.6201, kb_relative_information_score: 0.4537, mean_absolute_error: 0.2295, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8475, number_of_instances: 5404, precision: 0.8441, predictive_accuracy: 0.8475, prior_entropy: 0.8732, relative_absolute_error: 0.5533, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3273, root_relative_squared_error: 0.7188, unweighted_recall: 0.8001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9241, f_measure: 0.8554, kappa: 0.6492, kb_relative_information_score: 0.5264, mean_absolute_error: 0.1965, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8564, number_of_instances: 5404, precision: 0.8548, predictive_accuracy: 0.8564, prior_entropy: 0.8732, relative_absolute_error: 0.4737, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3156, root_relative_squared_error: 0.6932, unweighted_recall: 0.8204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9136, f_measure: 0.8478, kappa: 0.6304, kb_relative_information_score: 0.5155, mean_absolute_error: 0.1998, mean_prior_absolute_error: 0.4147, weighted_recall: 0.849, number_of_instances: 5404, precision: 0.8471, predictive_accuracy: 0.849, prior_entropy: 0.8732, relative_absolute_error: 0.4817, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.328, root_relative_squared_error: 0.7203, unweighted_recall: 0.8106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.927, f_measure: 0.8631, kappa: 0.6677, kb_relative_information_score: 0.5649, mean_absolute_error: 0.1795, mean_prior_absolute_error: 0.4147, weighted_recall: 0.864, number_of_instances: 5404, precision: 0.8625, predictive_accuracy: 0.864, prior_entropy: 0.8732, relative_absolute_error: 0.4329, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3128, root_relative_squared_error: 0.6868, unweighted_recall: 0.8295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9268, f_measure: 0.8631, kappa: 0.6684, kb_relative_information_score: 0.5359, mean_absolute_error: 0.1935, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8638, number_of_instances: 5404, precision: 0.8626, predictive_accuracy: 0.8638, prior_entropy: 0.8732, relative_absolute_error: 0.4666, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.312, root_relative_squared_error: 0.6852, unweighted_recall: 0.831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9173, f_measure: 0.8524, kappa: 0.6418, kb_relative_information_score: 0.543, mean_absolute_error: 0.1858, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8534, number_of_instances: 5404, precision: 0.8518, predictive_accuracy: 0.8534, prior_entropy: 0.8732, relative_absolute_error: 0.4479, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3247, root_relative_squared_error: 0.713, unweighted_recall: 0.8167,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.924, f_measure: 0.8581, kappa: 0.6554, kb_relative_information_score: 0.5239, mean_absolute_error: 0.1985, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8592, number_of_instances: 5404, precision: 0.8574, predictive_accuracy: 0.8592, prior_entropy: 0.8732, relative_absolute_error: 0.4785, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3155, root_relative_squared_error: 0.6929, unweighted_recall: 0.8229,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9253, f_measure: 0.8578, kappa: 0.6554, kb_relative_information_score: 0.5496, mean_absolute_error: 0.1856, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8584, number_of_instances: 5404, precision: 0.8572, predictive_accuracy: 0.8584, prior_entropy: 0.8732, relative_absolute_error: 0.4476, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6919, unweighted_recall: 0.8246,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9321, f_measure: 0.8696, kappa: 0.6838, kb_relative_information_score: 0.5467, mean_absolute_error: 0.1907, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8705, number_of_instances: 5404, precision: 0.8691, predictive_accuracy: 0.8705, prior_entropy: 0.8732, relative_absolute_error: 0.4597, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3062, root_relative_squared_error: 0.6724, unweighted_recall: 0.8377,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9236, f_measure: 0.861, kappa: 0.6625, kb_relative_information_score: 0.5427, mean_absolute_error: 0.1888, mean_prior_absolute_error: 0.4147, weighted_recall: 0.862, number_of_instances: 5404, precision: 0.8604, predictive_accuracy: 0.862, prior_entropy: 0.8732, relative_absolute_error: 0.4553, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3166, root_relative_squared_error: 0.6952, unweighted_recall: 0.8267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9309, f_measure: 0.8634, kappa: 0.6686, kb_relative_information_score: 0.5271, mean_absolute_error: 0.1986, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8644, number_of_instances: 5404, precision: 0.8628, predictive_accuracy: 0.8644, prior_entropy: 0.8732, relative_absolute_error: 0.4788, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3087, root_relative_squared_error: 0.6779, unweighted_recall: 0.8299,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9243, f_measure: 0.8618, kappa: 0.6647, kb_relative_information_score: 0.5395, mean_absolute_error: 0.1913, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8627, number_of_instances: 5404, precision: 0.8612, predictive_accuracy: 0.8627, prior_entropy: 0.8732, relative_absolute_error: 0.4612, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3149, root_relative_squared_error: 0.6915, unweighted_recall: 0.8282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9264, f_measure: 0.8591, kappa: 0.6574, kb_relative_information_score: 0.5078, mean_absolute_error: 0.2069, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8605, number_of_instances: 5404, precision: 0.8584, predictive_accuracy: 0.8605, prior_entropy: 0.8732, relative_absolute_error: 0.4988, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3141, root_relative_squared_error: 0.6898, unweighted_recall: 0.8227,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9266, f_measure: 0.8602, kappa: 0.6612, kb_relative_information_score: 0.5267, mean_absolute_error: 0.198, mean_prior_absolute_error: 0.4147, weighted_recall: 0.861, number_of_instances: 5404, precision: 0.8597, predictive_accuracy: 0.861, prior_entropy: 0.8732, relative_absolute_error: 0.4774, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3123, root_relative_squared_error: 0.6858, unweighted_recall: 0.827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9301, f_measure: 0.8635, kappa: 0.6687, kb_relative_information_score: 0.5481, mean_absolute_error: 0.1883, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8644, number_of_instances: 5404, precision: 0.8629, predictive_accuracy: 0.8644, prior_entropy: 0.8732, relative_absolute_error: 0.454, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3084, root_relative_squared_error: 0.6773, unweighted_recall: 0.8301,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9292, f_measure: 0.8652, kappa: 0.6723, kb_relative_information_score: 0.5294, mean_absolute_error: 0.1973, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8664, number_of_instances: 5404, precision: 0.8646, predictive_accuracy: 0.8664, prior_entropy: 0.8732, relative_absolute_error: 0.4756, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3096, root_relative_squared_error: 0.6799, unweighted_recall: 0.8304,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9162, f_measure: 0.8503, kappa: 0.6373, kb_relative_information_score: 0.5321, mean_absolute_error: 0.192, mean_prior_absolute_error: 0.4147, weighted_recall: 0.851, number_of_instances: 5404, precision: 0.8497, predictive_accuracy: 0.851, prior_entropy: 0.8732, relative_absolute_error: 0.4629, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3246, root_relative_squared_error: 0.7128, unweighted_recall: 0.8155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9273, f_measure: 0.8606, kappa: 0.6621, kb_relative_information_score: 0.5487, mean_absolute_error: 0.1868, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8614, number_of_instances: 5404, precision: 0.8601, predictive_accuracy: 0.8614, prior_entropy: 0.8732, relative_absolute_error: 0.4505, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3125, root_relative_squared_error: 0.6862, unweighted_recall: 0.8275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8791, f_measure: 0.7939, kappa: 0.4838, kb_relative_information_score: 0.2696, mean_absolute_error: 0.309, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8077, number_of_instances: 5404, precision: 0.8023, predictive_accuracy: 0.8077, prior_entropy: 0.8732, relative_absolute_error: 0.7451, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3698, root_relative_squared_error: 0.812, unweighted_recall: 0.7172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9214, f_measure: 0.8587, kappa: 0.658, kb_relative_information_score: 0.5363, mean_absolute_error: 0.1911, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8594, number_of_instances: 5404, precision: 0.8583, predictive_accuracy: 0.8594, prior_entropy: 0.8732, relative_absolute_error: 0.4607, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3201, root_relative_squared_error: 0.7029, unweighted_recall: 0.8262,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9144, f_measure: 0.8478, kappa: 0.6301, kb_relative_information_score: 0.5015, mean_absolute_error: 0.2065, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8492, number_of_instances: 5404, precision: 0.8471, predictive_accuracy: 0.8492, prior_entropy: 0.8732, relative_absolute_error: 0.4978, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3255, root_relative_squared_error: 0.7148, unweighted_recall: 0.8098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9266, f_measure: 0.8591, kappa: 0.6582, kb_relative_information_score: 0.5555, mean_absolute_error: 0.1834, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8599, number_of_instances: 5404, precision: 0.8585, predictive_accuracy: 0.8599, prior_entropy: 0.8732, relative_absolute_error: 0.4421, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3126, root_relative_squared_error: 0.6866, unweighted_recall: 0.8253,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.918, f_measure: 0.8518, kappa: 0.6386, kb_relative_information_score: 0.4608, mean_absolute_error: 0.2282, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8538, number_of_instances: 5404, precision: 0.8511, predictive_accuracy: 0.8538, prior_entropy: 0.8732, relative_absolute_error: 0.5502, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.324, root_relative_squared_error: 0.7115, unweighted_recall: 0.8114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9191, f_measure: 0.8494, kappa: 0.6337, kb_relative_information_score: 0.5392, mean_absolute_error: 0.1884, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8509, number_of_instances: 5404, precision: 0.8486, predictive_accuracy: 0.8509, prior_entropy: 0.8732, relative_absolute_error: 0.4543, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3234, root_relative_squared_error: 0.7102, unweighted_recall: 0.8111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.8646, kappa: 0.6719, kb_relative_information_score: 0.5535, mean_absolute_error: 0.1852, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8653, number_of_instances: 5404, precision: 0.8641, predictive_accuracy: 0.8653, prior_entropy: 0.8732, relative_absolute_error: 0.4465, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3102, root_relative_squared_error: 0.6812, unweighted_recall: 0.8326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.864, kappa: 0.67, kb_relative_information_score: 0.533, mean_absolute_error: 0.1952, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8649, number_of_instances: 5404, precision: 0.8634, predictive_accuracy: 0.8649, prior_entropy: 0.8732, relative_absolute_error: 0.4707, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.311, root_relative_squared_error: 0.6829, unweighted_recall: 0.8307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9296, f_measure: 0.8656, kappa: 0.6741, kb_relative_information_score: 0.5638, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8664, number_of_instances: 5404, precision: 0.8651, predictive_accuracy: 0.8664, prior_entropy: 0.8732, relative_absolute_error: 0.4343, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3102, root_relative_squared_error: 0.6811, unweighted_recall: 0.8332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9252, f_measure: 0.8615, kappa: 0.663, kb_relative_information_score: 0.5199, mean_absolute_error: 0.201, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8629, number_of_instances: 5404, precision: 0.8608, predictive_accuracy: 0.8629, prior_entropy: 0.8732, relative_absolute_error: 0.4847, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3141, root_relative_squared_error: 0.6899, unweighted_recall: 0.8252,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

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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