OpenML
Supervised Classification on vehicle

Supervised Classification on vehicle

Task 53 Supervised Classification vehicle 25333 runs submitted
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  • at2 basic OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_218 study_41 study_50 study_7 study_70 study_98 study_99 under100k under1m
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25333 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.897, f_measure: 0.7109, kappa: 0.6186, kb_relative_information_score: 0.651, mean_absolute_error: 0.1529, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7139, number_of_instances: 846, precision: 0.7093, predictive_accuracy: 0.7139, prior_entropy: 1.9991, relative_absolute_error: 0.4079, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3108, root_relative_squared_error: 0.7179, unweighted_recall: 0.7164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7988, f_measure: 0.6472, kappa: 0.5253, kb_relative_information_score: 0.5847, mean_absolute_error: 0.1781, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6442, number_of_instances: 846, precision: 0.6525, predictive_accuracy: 0.6442, prior_entropy: 1.9991, relative_absolute_error: 0.4751, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3877, root_relative_squared_error: 0.8955, unweighted_recall: 0.6449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8784, f_measure: 0.6842, kappa: 0.5806, kb_relative_information_score: 0.621, mean_absolute_error: 0.1668, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6856, number_of_instances: 846, precision: 0.6839, predictive_accuracy: 0.6856, prior_entropy: 1.9991, relative_absolute_error: 0.4451, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3228, root_relative_squared_error: 0.7457, unweighted_recall: 0.6878,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8576, f_measure: 0.6875, kappa: 0.5855, kb_relative_information_score: 0.6298, mean_absolute_error: 0.1581, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6891, number_of_instances: 846, precision: 0.6877, predictive_accuracy: 0.6891, prior_entropy: 1.9991, relative_absolute_error: 0.4218, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3453, root_relative_squared_error: 0.7977, unweighted_recall: 0.6916,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8703, f_measure: 0.6181, kappa: 0.5019, kb_relative_information_score: 0.5217, mean_absolute_error: 0.2139, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6265, number_of_instances: 846, precision: 0.6129, predictive_accuracy: 0.6265, prior_entropy: 1.9991, relative_absolute_error: 0.5707, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3346, root_relative_squared_error: 0.7728, unweighted_recall: 0.6288,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.859, f_measure: 0.6626, kappa: 0.5539, kb_relative_information_score: 0.589, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6655, number_of_instances: 846, precision: 0.6602, predictive_accuracy: 0.6655, prior_entropy: 1.9991, relative_absolute_error: 0.4803, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3406, root_relative_squared_error: 0.7868, unweighted_recall: 0.6682,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8256, f_measure: 0.5579, kappa: 0.426, kb_relative_information_score: 0.4287, mean_absolute_error: 0.2522, mean_prior_absolute_error: 0.3748, weighted_recall: 0.5697, number_of_instances: 846, precision: 0.555, predictive_accuracy: 0.5697, prior_entropy: 1.9991, relative_absolute_error: 0.6729, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3669, root_relative_squared_error: 0.8476, unweighted_recall: 0.5705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.887, f_measure: 0.6895, kappa: 0.5886, kb_relative_information_score: 0.63, mean_absolute_error: 0.1625, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6915, number_of_instances: 846, precision: 0.6881, predictive_accuracy: 0.6915, prior_entropy: 1.9991, relative_absolute_error: 0.4335, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3215, root_relative_squared_error: 0.7427, unweighted_recall: 0.694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8762, f_measure: 0.6683, kappa: 0.5651, kb_relative_information_score: 0.5879, mean_absolute_error: 0.1831, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6738, number_of_instances: 846, precision: 0.6655, predictive_accuracy: 0.6738, prior_entropy: 1.9991, relative_absolute_error: 0.4886, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3275, root_relative_squared_error: 0.7564, unweighted_recall: 0.6767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.6516, kappa: 0.5429, kb_relative_information_score: 0.5851, mean_absolute_error: 0.1843, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6572, number_of_instances: 846, precision: 0.6497, predictive_accuracy: 0.6572, prior_entropy: 1.9991, relative_absolute_error: 0.4917, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.322, root_relative_squared_error: 0.7438, unweighted_recall: 0.6597,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8767, f_measure: 0.6707, kappa: 0.5666, kb_relative_information_score: 0.5929, mean_absolute_error: 0.1781, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6749, number_of_instances: 846, precision: 0.6686, predictive_accuracy: 0.6749, prior_entropy: 1.9991, relative_absolute_error: 0.4751, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3311, root_relative_squared_error: 0.7648, unweighted_recall: 0.677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8932, f_measure: 0.696, kappa: 0.606, kb_relative_information_score: 0.6395, mean_absolute_error: 0.1588, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7045, number_of_instances: 846, precision: 0.6924, predictive_accuracy: 0.7045, prior_entropy: 1.9991, relative_absolute_error: 0.4237, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.315, root_relative_squared_error: 0.7276, unweighted_recall: 0.7075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8536, f_measure: 0.604, kappa: 0.4893, kb_relative_information_score: 0.4937, mean_absolute_error: 0.2238, mean_prior_absolute_error: 0.3748, weighted_recall: 0.617, number_of_instances: 846, precision: 0.5994, predictive_accuracy: 0.617, prior_entropy: 1.9991, relative_absolute_error: 0.5972, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3469, root_relative_squared_error: 0.8012, unweighted_recall: 0.6195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8335, f_measure: 0.5619, kappa: 0.4272, kb_relative_information_score: 0.4579, mean_absolute_error: 0.2368, mean_prior_absolute_error: 0.3748, weighted_recall: 0.5709, number_of_instances: 846, precision: 0.5618, predictive_accuracy: 0.5709, prior_entropy: 1.9991, relative_absolute_error: 0.6317, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3628, root_relative_squared_error: 0.8381, unweighted_recall: 0.5718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8048, f_measure: 0.5525, kappa: 0.4257, kb_relative_information_score: 0.3851, mean_absolute_error: 0.271, mean_prior_absolute_error: 0.3748, weighted_recall: 0.5686, number_of_instances: 846, precision: 0.5553, predictive_accuracy: 0.5686, prior_entropy: 1.9991, relative_absolute_error: 0.7231, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3705, root_relative_squared_error: 0.8559, unweighted_recall: 0.5729,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8844, f_measure: 0.6679, kappa: 0.5652, kb_relative_information_score: 0.5928, mean_absolute_error: 0.1814, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6738, number_of_instances: 846, precision: 0.6649, predictive_accuracy: 0.6738, prior_entropy: 1.9991, relative_absolute_error: 0.4841, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3233, root_relative_squared_error: 0.7469, unweighted_recall: 0.6769,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8688, f_measure: 0.6443, kappa: 0.5367, kb_relative_information_score: 0.5609, mean_absolute_error: 0.1944, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6525, number_of_instances: 846, precision: 0.6397, predictive_accuracy: 0.6525, prior_entropy: 1.9991, relative_absolute_error: 0.5187, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3338, root_relative_squared_error: 0.7711, unweighted_recall: 0.6555,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.862, f_measure: 0.721, kappa: 0.6296, kb_relative_information_score: 0.6524, mean_absolute_error: 0.1503, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7222, number_of_instances: 846, precision: 0.7206, predictive_accuracy: 0.7222, prior_entropy: 1.9991, relative_absolute_error: 0.4009, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3341, root_relative_squared_error: 0.7718, unweighted_recall: 0.7241,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8572, f_measure: 0.6204, kappa: 0.5021, kb_relative_information_score: 0.5155, mean_absolute_error: 0.2159, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6265, number_of_instances: 846, precision: 0.6163, predictive_accuracy: 0.6265, prior_entropy: 1.9991, relative_absolute_error: 0.5759, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3422, root_relative_squared_error: 0.7904, unweighted_recall: 0.6292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8773, f_measure: 0.6464, kappa: 0.5383, kb_relative_information_score: 0.5774, mean_absolute_error: 0.1873, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6537, number_of_instances: 846, precision: 0.6413, predictive_accuracy: 0.6537, prior_entropy: 1.9991, relative_absolute_error: 0.4997, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3277, root_relative_squared_error: 0.7569, unweighted_recall: 0.6571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8603, f_measure: 0.6353, kappa: 0.5228, kb_relative_information_score: 0.53, mean_absolute_error: 0.2064, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6418, number_of_instances: 846, precision: 0.6326, predictive_accuracy: 0.6418, prior_entropy: 1.9991, relative_absolute_error: 0.5507, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3432, root_relative_squared_error: 0.7928, unweighted_recall: 0.6447,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8368, f_measure: 0.5765, kappa: 0.4562, kb_relative_information_score: 0.4727, mean_absolute_error: 0.2366, mean_prior_absolute_error: 0.3748, weighted_recall: 0.5922, number_of_instances: 846, precision: 0.5679, predictive_accuracy: 0.5922, prior_entropy: 1.9991, relative_absolute_error: 0.6313, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3513, root_relative_squared_error: 0.8116, unweighted_recall: 0.5958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8526, f_measure: 0.6081, kappa: 0.4962, kb_relative_information_score: 0.4715, mean_absolute_error: 0.2393, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6217, number_of_instances: 846, precision: 0.6091, predictive_accuracy: 0.6217, prior_entropy: 1.9991, relative_absolute_error: 0.6383, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3496, root_relative_squared_error: 0.8076, unweighted_recall: 0.6247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8632, f_measure: 0.6561, kappa: 0.5491, kb_relative_information_score: 0.546, mean_absolute_error: 0.2024, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6619, number_of_instances: 846, precision: 0.652, predictive_accuracy: 0.6619, prior_entropy: 1.9991, relative_absolute_error: 0.54, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3334, root_relative_squared_error: 0.7702, unweighted_recall: 0.6639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8515, f_measure: 0.7101, kappa: 0.6137, kb_relative_information_score: 0.6512, mean_absolute_error: 0.1491, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7104, number_of_instances: 846, precision: 0.7099, predictive_accuracy: 0.7104, prior_entropy: 1.9991, relative_absolute_error: 0.3978, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.345, root_relative_squared_error: 0.797, unweighted_recall: 0.7126,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8807, f_measure: 0.6855, kappa: 0.5855, kb_relative_information_score: 0.6256, mean_absolute_error: 0.1648, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6891, number_of_instances: 846, precision: 0.6827, predictive_accuracy: 0.6891, prior_entropy: 1.9991, relative_absolute_error: 0.4397, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3238, root_relative_squared_error: 0.7478, unweighted_recall: 0.6914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.872, f_measure: 0.6878, kappa: 0.5871, kb_relative_information_score: 0.6108, mean_absolute_error: 0.1729, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6903, number_of_instances: 846, precision: 0.6879, predictive_accuracy: 0.6903, prior_entropy: 1.9991, relative_absolute_error: 0.4612, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3299, root_relative_squared_error: 0.7621, unweighted_recall: 0.6927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9023, f_measure: 0.7211, kappa: 0.6312, kb_relative_information_score: 0.65, mean_absolute_error: 0.1548, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7234, number_of_instances: 846, precision: 0.7195, predictive_accuracy: 0.7234, prior_entropy: 1.9991, relative_absolute_error: 0.4129, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3065, root_relative_squared_error: 0.7079, unweighted_recall: 0.7257,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8479, f_measure: 0.6744, kappa: 0.5649, kb_relative_information_score: 0.6154, mean_absolute_error: 0.1658, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6738, number_of_instances: 846, precision: 0.6751, predictive_accuracy: 0.6738, prior_entropy: 1.9991, relative_absolute_error: 0.4423, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3505, root_relative_squared_error: 0.8096, unweighted_recall: 0.6758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8901, f_measure: 0.6691, kappa: 0.5698, kb_relative_information_score: 0.5945, mean_absolute_error: 0.1811, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6773, number_of_instances: 846, precision: 0.6639, predictive_accuracy: 0.6773, prior_entropy: 1.9991, relative_absolute_error: 0.4831, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3178, root_relative_squared_error: 0.734, unweighted_recall: 0.6805,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8885, f_measure: 0.6777, kappa: 0.5777, kb_relative_information_score: 0.6027, mean_absolute_error: 0.1768, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6832, number_of_instances: 846, precision: 0.675, predictive_accuracy: 0.6832, prior_entropy: 1.9991, relative_absolute_error: 0.4717, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3208, root_relative_squared_error: 0.741, unweighted_recall: 0.6858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8693, f_measure: 0.6768, kappa: 0.5776, kb_relative_information_score: 0.6044, mean_absolute_error: 0.1721, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6832, number_of_instances: 846, precision: 0.6738, predictive_accuracy: 0.6832, prior_entropy: 1.9991, relative_absolute_error: 0.4592, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3333, root_relative_squared_error: 0.77, unweighted_recall: 0.6863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.835, f_measure: 0.5789, kappa: 0.4697, kb_relative_information_score: 0.46, mean_absolute_error: 0.24, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6017, number_of_instances: 846, precision: 0.5803, predictive_accuracy: 0.6017, prior_entropy: 1.9991, relative_absolute_error: 0.6403, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3578, root_relative_squared_error: 0.8264, unweighted_recall: 0.6055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.881, f_measure: 0.6836, kappa: 0.584, kb_relative_information_score: 0.6315, mean_absolute_error: 0.1611, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6879, number_of_instances: 846, precision: 0.6804, predictive_accuracy: 0.6879, prior_entropy: 1.9991, relative_absolute_error: 0.4299, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3243, root_relative_squared_error: 0.7491, unweighted_recall: 0.6905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.876, f_measure: 0.692, kappa: 0.5933, kb_relative_information_score: 0.6125, mean_absolute_error: 0.1693, mean_prior_absolute_error: 0.3748, weighted_recall: 0.695, number_of_instances: 846, precision: 0.6917, predictive_accuracy: 0.695, prior_entropy: 1.9991, relative_absolute_error: 0.4518, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3291, root_relative_squared_error: 0.7602, unweighted_recall: 0.6976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.895, f_measure: 0.6886, kappa: 0.5903, kb_relative_information_score: 0.6071, mean_absolute_error: 0.1753, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6927, number_of_instances: 846, precision: 0.6878, predictive_accuracy: 0.6927, prior_entropy: 1.9991, relative_absolute_error: 0.4677, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3155, root_relative_squared_error: 0.7288, unweighted_recall: 0.6955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8775, f_measure: 0.6737, kappa: 0.5649, kb_relative_information_score: 0.5886, mean_absolute_error: 0.1829, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6738, number_of_instances: 846, precision: 0.6739, predictive_accuracy: 0.6738, prior_entropy: 1.9991, relative_absolute_error: 0.488, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3278, root_relative_squared_error: 0.7572, unweighted_recall: 0.6757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8793, f_measure: 0.7097, kappa: 0.6121, kb_relative_information_score: 0.6574, mean_absolute_error: 0.1484, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7092, number_of_instances: 846, precision: 0.7105, predictive_accuracy: 0.7092, prior_entropy: 1.9991, relative_absolute_error: 0.3959, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3236, root_relative_squared_error: 0.7475, unweighted_recall: 0.7114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.871, f_measure: 0.6823, kappa: 0.5776, kb_relative_information_score: 0.6323, mean_absolute_error: 0.1588, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6832, number_of_instances: 846, precision: 0.6819, predictive_accuracy: 0.6832, prior_entropy: 1.9991, relative_absolute_error: 0.4238, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3348, root_relative_squared_error: 0.7734, unweighted_recall: 0.686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8851, f_measure: 0.6639, kappa: 0.5604, kb_relative_information_score: 0.5764, mean_absolute_error: 0.1892, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6702, number_of_instances: 846, precision: 0.6621, predictive_accuracy: 0.6702, prior_entropy: 1.9991, relative_absolute_error: 0.5047, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3251, root_relative_squared_error: 0.7509, unweighted_recall: 0.6724,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.876, f_measure: 0.6903, kappa: 0.5854, kb_relative_information_score: 0.6335, mean_absolute_error: 0.1598, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6891, number_of_instances: 846, precision: 0.6917, predictive_accuracy: 0.6891, prior_entropy: 1.9991, relative_absolute_error: 0.4263, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3271, root_relative_squared_error: 0.7555, unweighted_recall: 0.6917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8535, f_measure: 0.5964, kappa: 0.4782, kb_relative_information_score: 0.507, mean_absolute_error: 0.2181, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6087, number_of_instances: 846, precision: 0.5923, predictive_accuracy: 0.6087, prior_entropy: 1.9991, relative_absolute_error: 0.5819, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3469, root_relative_squared_error: 0.8013, unweighted_recall: 0.6097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8683, f_measure: 0.6938, kappa: 0.5917, kb_relative_information_score: 0.6316, mean_absolute_error: 0.1604, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6939, number_of_instances: 846, precision: 0.6942, predictive_accuracy: 0.6939, prior_entropy: 1.9991, relative_absolute_error: 0.4279, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3304, root_relative_squared_error: 0.7633, unweighted_recall: 0.6965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8822, f_measure: 0.6513, kappa: 0.5444, kb_relative_information_score: 0.5833, mean_absolute_error: 0.1843, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6584, number_of_instances: 846, precision: 0.6462, predictive_accuracy: 0.6584, prior_entropy: 1.9991, relative_absolute_error: 0.4916, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3256, root_relative_squared_error: 0.7521, unweighted_recall: 0.6613,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8674, f_measure: 0.6231, kappa: 0.5147, kb_relative_information_score: 0.5283, mean_absolute_error: 0.2077, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6359, number_of_instances: 846, precision: 0.6233, predictive_accuracy: 0.6359, prior_entropy: 1.9991, relative_absolute_error: 0.5541, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3388, root_relative_squared_error: 0.7827, unweighted_recall: 0.6385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8742, f_measure: 0.6806, kappa: 0.5758, kb_relative_information_score: 0.62, mean_absolute_error: 0.1657, mean_prior_absolute_error: 0.3748, weighted_recall: 0.682, number_of_instances: 846, precision: 0.6796, predictive_accuracy: 0.682, prior_entropy: 1.9991, relative_absolute_error: 0.442, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3297, root_relative_squared_error: 0.7616, unweighted_recall: 0.6842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8423, f_measure: 0.5649, kappa: 0.4391, kb_relative_information_score: 0.4582, mean_absolute_error: 0.239, mean_prior_absolute_error: 0.3748, weighted_recall: 0.5792, number_of_instances: 846, precision: 0.5579, predictive_accuracy: 0.5792, prior_entropy: 1.9991, relative_absolute_error: 0.6375, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3522, root_relative_squared_error: 0.8136, unweighted_recall: 0.5828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8702, f_measure: 0.7186, kappa: 0.6264, kb_relative_information_score: 0.6826, mean_absolute_error: 0.1367, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7199, number_of_instances: 846, precision: 0.7178, predictive_accuracy: 0.7199, prior_entropy: 1.9991, relative_absolute_error: 0.3647, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3276, root_relative_squared_error: 0.7566, unweighted_recall: 0.7223,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8167, f_measure: 0.5399, kappa: 0.4005, kb_relative_information_score: 0.4103, mean_absolute_error: 0.2588, mean_prior_absolute_error: 0.3748, weighted_recall: 0.5508, number_of_instances: 846, precision: 0.5397, predictive_accuracy: 0.5508, prior_entropy: 1.9991, relative_absolute_error: 0.6904, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.371, root_relative_squared_error: 0.8569, unweighted_recall: 0.5516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.845, f_measure: 0.5913, kappa: 0.4685, kb_relative_information_score: 0.4617, mean_absolute_error: 0.2394, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6017, number_of_instances: 846, precision: 0.5905, predictive_accuracy: 0.6017, prior_entropy: 1.9991, relative_absolute_error: 0.6387, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3529, root_relative_squared_error: 0.8152, unweighted_recall: 0.6032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.882, f_measure: 0.727, kappa: 0.6358, kb_relative_information_score: 0.6692, mean_absolute_error: 0.1442, mean_prior_absolute_error: 0.3748, weighted_recall: 0.727, number_of_instances: 846, precision: 0.7273, predictive_accuracy: 0.727, prior_entropy: 1.9991, relative_absolute_error: 0.3846, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3187, root_relative_squared_error: 0.7362, unweighted_recall: 0.7285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8725, f_measure: 0.6565, kappa: 0.5572, kb_relative_information_score: 0.562, mean_absolute_error: 0.1941, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6678, number_of_instances: 846, precision: 0.6511, predictive_accuracy: 0.6678, prior_entropy: 1.9991, relative_absolute_error: 0.5179, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3342, root_relative_squared_error: 0.7719, unweighted_recall: 0.6708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5273, f_measure: 0.1955, kappa: 0.0306, kb_relative_information_score: 0.03, mean_absolute_error: 0.3664, mean_prior_absolute_error: 0.3748, weighted_recall: 0.279, number_of_instances: 846, precision: 0.3391, predictive_accuracy: 0.279, prior_entropy: 1.9991, relative_absolute_error: 0.9775, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.4291, root_relative_squared_error: 0.9911, unweighted_recall: 0.2729,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8664, f_measure: 0.6399, kappa: 0.5272, kb_relative_information_score: 0.5574, mean_absolute_error: 0.1969, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6454, number_of_instances: 846, precision: 0.6372, predictive_accuracy: 0.6454, prior_entropy: 1.9991, relative_absolute_error: 0.5253, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3348, root_relative_squared_error: 0.7735, unweighted_recall: 0.6482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8717, f_measure: 0.6437, kappa: 0.5351, kb_relative_information_score: 0.5576, mean_absolute_error: 0.198, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6513, number_of_instances: 846, precision: 0.639, predictive_accuracy: 0.6513, prior_entropy: 1.9991, relative_absolute_error: 0.5283, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3322, root_relative_squared_error: 0.7674, unweighted_recall: 0.6535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8766, f_measure: 0.6581, kappa: 0.5509, kb_relative_information_score: 0.5767, mean_absolute_error: 0.1902, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6631, number_of_instances: 846, precision: 0.6567, predictive_accuracy: 0.6631, prior_entropy: 1.9991, relative_absolute_error: 0.5075, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3259, root_relative_squared_error: 0.7529, unweighted_recall: 0.6663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8233, f_measure: 0.5613, kappa: 0.4335, kb_relative_information_score: 0.4303, mean_absolute_error: 0.2513, mean_prior_absolute_error: 0.3748, weighted_recall: 0.5745, number_of_instances: 846, precision: 0.5622, predictive_accuracy: 0.5745, prior_entropy: 1.9991, relative_absolute_error: 0.6704, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3647, root_relative_squared_error: 0.8424, unweighted_recall: 0.5779,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8715, f_measure: 0.6588, kappa: 0.5491, kb_relative_information_score: 0.5625, mean_absolute_error: 0.1957, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6619, number_of_instances: 846, precision: 0.6564, predictive_accuracy: 0.6619, prior_entropy: 1.9991, relative_absolute_error: 0.522, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3301, root_relative_squared_error: 0.7624, unweighted_recall: 0.6643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8601, f_measure: 0.6855, kappa: 0.5837, kb_relative_information_score: 0.617, mean_absolute_error: 0.1663, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6879, number_of_instances: 846, precision: 0.6836, predictive_accuracy: 0.6879, prior_entropy: 1.9991, relative_absolute_error: 0.4438, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3393, root_relative_squared_error: 0.7838, unweighted_recall: 0.69,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8084, f_measure: 0.5306, kappa: 0.3915, kb_relative_information_score: 0.381, mean_absolute_error: 0.2717, mean_prior_absolute_error: 0.3748, weighted_recall: 0.5426, number_of_instances: 846, precision: 0.5376, predictive_accuracy: 0.5426, prior_entropy: 1.9991, relative_absolute_error: 0.7249, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3746, root_relative_squared_error: 0.8653, unweighted_recall: 0.5467,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9059, f_measure: 0.7142, kappa: 0.6263, kb_relative_information_score: 0.643, mean_absolute_error: 0.1597, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7199, number_of_instances: 846, precision: 0.7111, predictive_accuracy: 0.7199, prior_entropy: 1.9991, relative_absolute_error: 0.4259, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3032, root_relative_squared_error: 0.7004, unweighted_recall: 0.7216,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8819, f_measure: 0.6612, kappa: 0.5604, kb_relative_information_score: 0.5821, mean_absolute_error: 0.1851, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6702, number_of_instances: 846, precision: 0.6562, predictive_accuracy: 0.6702, prior_entropy: 1.9991, relative_absolute_error: 0.4939, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.325, root_relative_squared_error: 0.7507, unweighted_recall: 0.6735,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8703, f_measure: 0.6724, kappa: 0.5681, kb_relative_information_score: 0.5989, mean_absolute_error: 0.1768, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6761, number_of_instances: 846, precision: 0.6706, predictive_accuracy: 0.6761, prior_entropy: 1.9991, relative_absolute_error: 0.4717, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3329, root_relative_squared_error: 0.7689, unweighted_recall: 0.6783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8612, f_measure: 0.6343, kappa: 0.5245, kb_relative_information_score: 0.5398, mean_absolute_error: 0.2047, mean_prior_absolute_error: 0.3748, weighted_recall: 0.643, number_of_instances: 846, precision: 0.6324, predictive_accuracy: 0.643, prior_entropy: 1.9991, relative_absolute_error: 0.546, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3384, root_relative_squared_error: 0.7817, unweighted_recall: 0.6469,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8843, f_measure: 0.6859, kappa: 0.5872, kb_relative_information_score: 0.6383, mean_absolute_error: 0.1586, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6903, number_of_instances: 846, precision: 0.6837, predictive_accuracy: 0.6903, prior_entropy: 1.9991, relative_absolute_error: 0.4231, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3209, root_relative_squared_error: 0.7412, unweighted_recall: 0.6932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8257, f_measure: 0.5697, kappa: 0.434, kb_relative_information_score: 0.4708, mean_absolute_error: 0.2323, mean_prior_absolute_error: 0.3748, weighted_recall: 0.5757, number_of_instances: 846, precision: 0.566, predictive_accuracy: 0.5757, prior_entropy: 1.9991, relative_absolute_error: 0.6198, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3651, root_relative_squared_error: 0.8434, unweighted_recall: 0.5779,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8703, f_measure: 0.7057, kappa: 0.6107, kb_relative_information_score: 0.6399, mean_absolute_error: 0.1562, mean_prior_absolute_error: 0.3748, weighted_recall: 0.708, number_of_instances: 846, precision: 0.7044, predictive_accuracy: 0.708, prior_entropy: 1.9991, relative_absolute_error: 0.4167, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3304, root_relative_squared_error: 0.7632, unweighted_recall: 0.7105,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8743, f_measure: 0.6352, kappa: 0.5272, kb_relative_information_score: 0.549, mean_absolute_error: 0.2023, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6454, number_of_instances: 846, precision: 0.6308, predictive_accuracy: 0.6454, prior_entropy: 1.9991, relative_absolute_error: 0.5397, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3305, root_relative_squared_error: 0.7633, unweighted_recall: 0.6478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8624, f_measure: 0.6948, kappa: 0.5915, kb_relative_information_score: 0.6362, mean_absolute_error: 0.158, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6939, number_of_instances: 846, precision: 0.6967, predictive_accuracy: 0.6939, prior_entropy: 1.9991, relative_absolute_error: 0.4216, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3367, root_relative_squared_error: 0.7777, unweighted_recall: 0.6955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8788, f_measure: 0.6669, kappa: 0.5651, kb_relative_information_score: 0.5583, mean_absolute_error: 0.1966, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6738, number_of_instances: 846, precision: 0.6633, predictive_accuracy: 0.6738, prior_entropy: 1.9991, relative_absolute_error: 0.5245, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3289, root_relative_squared_error: 0.7597, unweighted_recall: 0.6767,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8691, f_measure: 0.687, kappa: 0.5886, kb_relative_information_score: 0.6356, mean_absolute_error: 0.1577, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6915, number_of_instances: 846, precision: 0.6835, predictive_accuracy: 0.6915, prior_entropy: 1.9991, relative_absolute_error: 0.4208, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3333, root_relative_squared_error: 0.7698, unweighted_recall: 0.6939,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8306, f_measure: 0.6412, kappa: 0.5242, kb_relative_information_score: 0.5425, mean_absolute_error: 0.2007, mean_prior_absolute_error: 0.3748, weighted_recall: 0.643, number_of_instances: 846, precision: 0.6445, predictive_accuracy: 0.643, prior_entropy: 1.9991, relative_absolute_error: 0.5353, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3607, root_relative_squared_error: 0.8333, unweighted_recall: 0.6458,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8412, f_measure: 0.6735, kappa: 0.5618, kb_relative_information_score: 0.5967, mean_absolute_error: 0.1736, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6714, number_of_instances: 846, precision: 0.6766, predictive_accuracy: 0.6714, prior_entropy: 1.9991, relative_absolute_error: 0.4633, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3567, root_relative_squared_error: 0.824, unweighted_recall: 0.674,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9031, f_measure: 0.7216, kappa: 0.6328, kb_relative_information_score: 0.6465, mean_absolute_error: 0.1583, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7246, number_of_instances: 846, precision: 0.7198, predictive_accuracy: 0.7246, prior_entropy: 1.9991, relative_absolute_error: 0.4224, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3063, root_relative_squared_error: 0.7075, unweighted_recall: 0.7272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.868, f_measure: 0.6893, kappa: 0.5901, kb_relative_information_score: 0.6157, mean_absolute_error: 0.1677, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6927, number_of_instances: 846, precision: 0.6869, predictive_accuracy: 0.6927, prior_entropy: 1.9991, relative_absolute_error: 0.4474, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.336, root_relative_squared_error: 0.7762, unweighted_recall: 0.6948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8495, f_measure: 0.5885, kappa: 0.4806, kb_relative_information_score: 0.4947, mean_absolute_error: 0.2246, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6099, number_of_instances: 846, precision: 0.5859, predictive_accuracy: 0.6099, prior_entropy: 1.9991, relative_absolute_error: 0.5992, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3472, root_relative_squared_error: 0.802, unweighted_recall: 0.6143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8633, f_measure: 0.6133, kappa: 0.4941, kb_relative_information_score: 0.5233, mean_absolute_error: 0.2108, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6206, number_of_instances: 846, precision: 0.608, predictive_accuracy: 0.6206, prior_entropy: 1.9991, relative_absolute_error: 0.5623, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3379, root_relative_squared_error: 0.7806, unweighted_recall: 0.6239,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8712, f_measure: 0.6459, kappa: 0.5382, kb_relative_information_score: 0.5464, mean_absolute_error: 0.2003, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6537, number_of_instances: 846, precision: 0.6412, predictive_accuracy: 0.6537, prior_entropy: 1.9991, relative_absolute_error: 0.5344, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3367, root_relative_squared_error: 0.7776, unweighted_recall: 0.6559,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8515, f_measure: 0.7143, kappa: 0.6184, kb_relative_information_score: 0.6479, mean_absolute_error: 0.1521, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7139, number_of_instances: 846, precision: 0.7151, predictive_accuracy: 0.7139, prior_entropy: 1.9991, relative_absolute_error: 0.4058, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3436, root_relative_squared_error: 0.7937, unweighted_recall: 0.7156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8781, f_measure: 0.6937, kappa: 0.5933, kb_relative_information_score: 0.6266, mean_absolute_error: 0.1604, mean_prior_absolute_error: 0.3748, weighted_recall: 0.695, number_of_instances: 846, precision: 0.6929, predictive_accuracy: 0.695, prior_entropy: 1.9991, relative_absolute_error: 0.4279, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3329, root_relative_squared_error: 0.769, unweighted_recall: 0.6977,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8698, f_measure: 0.6921, kappa: 0.5934, kb_relative_information_score: 0.6176, mean_absolute_error: 0.1664, mean_prior_absolute_error: 0.3748, weighted_recall: 0.695, number_of_instances: 846, precision: 0.6898, predictive_accuracy: 0.695, prior_entropy: 1.9991, relative_absolute_error: 0.4439, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3336, root_relative_squared_error: 0.7705, unweighted_recall: 0.6976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5346, f_measure: 0.2179, kappa: 0.0788, kb_relative_information_score: 0.0572, mean_absolute_error: 0.3654, mean_prior_absolute_error: 0.3748, weighted_recall: 0.2991, number_of_instances: 846, precision: 0.386, predictive_accuracy: 0.2991, prior_entropy: 1.9991, relative_absolute_error: 0.9747, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.4279, root_relative_squared_error: 0.9885, unweighted_recall: 0.3115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8944, f_measure: 0.6763, kappa: 0.576, kb_relative_information_score: 0.609, mean_absolute_error: 0.173, mean_prior_absolute_error: 0.3748, weighted_recall: 0.682, number_of_instances: 846, precision: 0.6719, predictive_accuracy: 0.682, prior_entropy: 1.9991, relative_absolute_error: 0.4616, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3143, root_relative_squared_error: 0.7261, unweighted_recall: 0.6845,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8858, f_measure: 0.6812, kappa: 0.5758, kb_relative_information_score: 0.6118, mean_absolute_error: 0.1706, mean_prior_absolute_error: 0.3748, weighted_recall: 0.682, number_of_instances: 846, precision: 0.6805, predictive_accuracy: 0.682, prior_entropy: 1.9991, relative_absolute_error: 0.4551, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.323, root_relative_squared_error: 0.746, unweighted_recall: 0.6837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8572, f_measure: 0.7241, kappa: 0.6328, kb_relative_information_score: 0.654, mean_absolute_error: 0.1514, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7246, number_of_instances: 846, precision: 0.7261, predictive_accuracy: 0.7246, prior_entropy: 1.9991, relative_absolute_error: 0.4039, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3336, root_relative_squared_error: 0.7705, unweighted_recall: 0.7271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8278, f_measure: 0.5408, kappa: 0.4048, kb_relative_information_score: 0.4285, mean_absolute_error: 0.2517, mean_prior_absolute_error: 0.3748, weighted_recall: 0.5532, number_of_instances: 846, precision: 0.535, predictive_accuracy: 0.5532, prior_entropy: 1.9991, relative_absolute_error: 0.6714, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3623, root_relative_squared_error: 0.8369, unweighted_recall: 0.557,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8609, f_measure: 0.6126, kappa: 0.4959, kb_relative_information_score: 0.4926, mean_absolute_error: 0.2269, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6217, number_of_instances: 846, precision: 0.6089, predictive_accuracy: 0.6217, prior_entropy: 1.9991, relative_absolute_error: 0.6052, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3446, root_relative_squared_error: 0.7959, unweighted_recall: 0.624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.847, f_measure: 0.6139, kappa: 0.4959, kb_relative_information_score: 0.5281, mean_absolute_error: 0.2096, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6217, number_of_instances: 846, precision: 0.6117, predictive_accuracy: 0.6217, prior_entropy: 1.9991, relative_absolute_error: 0.5592, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3509, root_relative_squared_error: 0.8106, unweighted_recall: 0.6236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8847, f_measure: 0.7204, kappa: 0.6295, kb_relative_information_score: 0.6533, mean_absolute_error: 0.1517, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7222, number_of_instances: 846, precision: 0.7189, predictive_accuracy: 0.7222, prior_entropy: 1.9991, relative_absolute_error: 0.4046, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3196, root_relative_squared_error: 0.7383, unweighted_recall: 0.7247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8219, f_measure: 0.7159, kappa: 0.6168, kb_relative_information_score: 0.6562, mean_absolute_error: 0.146, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7128, number_of_instances: 846, precision: 0.7211, predictive_accuracy: 0.7128, prior_entropy: 1.9991, relative_absolute_error: 0.3894, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3657, root_relative_squared_error: 0.8448, unweighted_recall: 0.7148,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8704, f_measure: 0.6685, kappa: 0.5601, kb_relative_information_score: 0.5681, mean_absolute_error: 0.1909, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6702, number_of_instances: 846, precision: 0.667, predictive_accuracy: 0.6702, prior_entropy: 1.9991, relative_absolute_error: 0.5093, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3315, root_relative_squared_error: 0.7658, unweighted_recall: 0.6725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8873, f_measure: 0.6734, kappa: 0.5747, kb_relative_information_score: 0.5899, mean_absolute_error: 0.1825, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6809, number_of_instances: 846, precision: 0.6695, predictive_accuracy: 0.6809, prior_entropy: 1.9991, relative_absolute_error: 0.4869, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3202, root_relative_squared_error: 0.7395, unweighted_recall: 0.6843,

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