Task
Supervised Classification on spambase

Supervised Classification on spambase

Task 43 Supervised Classification spambase 98609 runs submitted
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  • at2 basic mythbusting mythbusting_1 OpenML-CC18 OpenML100 study_1 study_123 study_14 study_15 study_20 study_41 study_7 study_70 study_98 study_99 under100k under1m
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98609 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9716, f_measure: 0.9275, kappa: 0.8474, kb_relative_information_score: 0.7109, mean_absolute_error: 0.1521, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9278, number_of_instances: 4601, precision: 0.928, predictive_accuracy: 0.9278, prior_entropy: 0.9674, relative_absolute_error: 0.3184, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2504, root_relative_squared_error: 0.5125, unweighted_recall: 0.9196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9257, kappa: 0.8438, kb_relative_information_score: 0.7424, mean_absolute_error: 0.1337, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9261, number_of_instances: 4601, precision: 0.9262, predictive_accuracy: 0.9261, prior_entropy: 0.9674, relative_absolute_error: 0.28, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2449, root_relative_squared_error: 0.5012, unweighted_recall: 0.9179,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.957, kappa: 0.9098, kb_relative_information_score: 0.8903, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.4776, weighted_recall: 0.957, number_of_instances: 4601, precision: 0.9569, predictive_accuracy: 0.957, prior_entropy: 0.9674, relative_absolute_error: 0.1134, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.1834, root_relative_squared_error: 0.3752, unweighted_recall: 0.9547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.9536, kappa: 0.9028, kb_relative_information_score: 0.8601, mean_absolute_error: 0.0717, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9537, number_of_instances: 4601, precision: 0.9537, predictive_accuracy: 0.9537, prior_entropy: 0.9674, relative_absolute_error: 0.1501, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.1903, root_relative_squared_error: 0.3895, unweighted_recall: 0.9502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, f_measure: 0.9543, kappa: 0.9044, kb_relative_information_score: 0.8849, mean_absolute_error: 0.0565, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9544, number_of_instances: 4601, precision: 0.9543, predictive_accuracy: 0.9544, prior_entropy: 0.9674, relative_absolute_error: 0.1184, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.1912, root_relative_squared_error: 0.3913, unweighted_recall: 0.9519,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, f_measure: 0.9576, kappa: 0.9112, kb_relative_information_score: 0.9027, mean_absolute_error: 0.0465, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9576, number_of_instances: 4601, precision: 0.9576, predictive_accuracy: 0.9576, prior_entropy: 0.9674, relative_absolute_error: 0.0974, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.1893, root_relative_squared_error: 0.3874, unweighted_recall: 0.9551,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, f_measure: 0.9576, kappa: 0.9112, kb_relative_information_score: 0.9027, mean_absolute_error: 0.0465, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9576, number_of_instances: 4601, precision: 0.9576, predictive_accuracy: 0.9576, prior_entropy: 0.9674, relative_absolute_error: 0.0974, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.1893, root_relative_squared_error: 0.3874, unweighted_recall: 0.9551,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.9574, kappa: 0.9107, kb_relative_information_score: 0.8893, mean_absolute_error: 0.0545, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9574, number_of_instances: 4601, precision: 0.9574, predictive_accuracy: 0.9574, prior_entropy: 0.9674, relative_absolute_error: 0.1142, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.1863, root_relative_squared_error: 0.3813, unweighted_recall: 0.9547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9552, kappa: 0.906, kb_relative_information_score: 0.8608, mean_absolute_error: 0.0716, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9552, number_of_instances: 4601, precision: 0.9552, predictive_accuracy: 0.9552, prior_entropy: 0.9674, relative_absolute_error: 0.15, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.1877, root_relative_squared_error: 0.3842, unweighted_recall: 0.9519,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.957, kappa: 0.9098, kb_relative_information_score: 0.8903, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.4776, weighted_recall: 0.957, number_of_instances: 4601, precision: 0.9569, predictive_accuracy: 0.957, prior_entropy: 0.9674, relative_absolute_error: 0.1134, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.1834, root_relative_squared_error: 0.3752, unweighted_recall: 0.9547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, f_measure: 0.9576, kappa: 0.9112, kb_relative_information_score: 0.9027, mean_absolute_error: 0.0465, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9576, number_of_instances: 4601, precision: 0.9576, predictive_accuracy: 0.9576, prior_entropy: 0.9674, relative_absolute_error: 0.0974, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.1893, root_relative_squared_error: 0.3874, unweighted_recall: 0.9551,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9857, f_measure: 0.9582, kappa: 0.9125, kb_relative_information_score: 0.8904, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9583, number_of_instances: 4601, precision: 0.9582, predictive_accuracy: 0.9583, prior_entropy: 0.9674, relative_absolute_error: 0.1132, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.1858, root_relative_squared_error: 0.3803, unweighted_recall: 0.9558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9545, kappa: 0.9047, kb_relative_information_score: 0.8641, mean_absolute_error: 0.0698, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9546, number_of_instances: 4601, precision: 0.9545, predictive_accuracy: 0.9546, prior_entropy: 0.9674, relative_absolute_error: 0.1462, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.187, root_relative_squared_error: 0.3826, unweighted_recall: 0.9513,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.957, kappa: 0.9098, kb_relative_information_score: 0.8903, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.4776, weighted_recall: 0.957, number_of_instances: 4601, precision: 0.9569, predictive_accuracy: 0.957, prior_entropy: 0.9674, relative_absolute_error: 0.1134, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.1834, root_relative_squared_error: 0.3752, unweighted_recall: 0.9547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.957, kappa: 0.9098, kb_relative_information_score: 0.8903, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.4776, weighted_recall: 0.957, number_of_instances: 4601, precision: 0.9569, predictive_accuracy: 0.957, prior_entropy: 0.9674, relative_absolute_error: 0.1134, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.1834, root_relative_squared_error: 0.3752, unweighted_recall: 0.9547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.957, kappa: 0.9098, kb_relative_information_score: 0.8903, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.4776, weighted_recall: 0.957, number_of_instances: 4601, precision: 0.9569, predictive_accuracy: 0.957, prior_entropy: 0.9674, relative_absolute_error: 0.1134, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.1834, root_relative_squared_error: 0.3752, unweighted_recall: 0.9547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9189, f_measure: 0.921, kappa: 0.8348, kb_relative_information_score: 0.8308, mean_absolute_error: 0.0792, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9209, number_of_instances: 4601, precision: 0.9212, predictive_accuracy: 0.9209, prior_entropy: 0.9674, relative_absolute_error: 0.1659, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2812, root_relative_squared_error: 0.5754, unweighted_recall: 0.9187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.957, kappa: 0.9098, kb_relative_information_score: 0.8903, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.4776, weighted_recall: 0.957, number_of_instances: 4601, precision: 0.9569, predictive_accuracy: 0.957, prior_entropy: 0.9674, relative_absolute_error: 0.1134, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.1834, root_relative_squared_error: 0.3752, unweighted_recall: 0.9547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.957, kappa: 0.9098, kb_relative_information_score: 0.8903, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.4776, weighted_recall: 0.957, number_of_instances: 4601, precision: 0.9569, predictive_accuracy: 0.957, prior_entropy: 0.9674, relative_absolute_error: 0.1134, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.1834, root_relative_squared_error: 0.3752, unweighted_recall: 0.9547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.9513, kappa: 0.8979, kb_relative_information_score: 0.8573, mean_absolute_error: 0.073, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9513, number_of_instances: 4601, precision: 0.9513, predictive_accuracy: 0.9513, prior_entropy: 0.9674, relative_absolute_error: 0.1528, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.1922, root_relative_squared_error: 0.3932, unweighted_recall: 0.9481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.9548, kappa: 0.9053, kb_relative_information_score: 0.8818, mean_absolute_error: 0.0587, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9548, number_of_instances: 4601, precision: 0.9548, predictive_accuracy: 0.9548, prior_entropy: 0.9674, relative_absolute_error: 0.1228, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.1883, root_relative_squared_error: 0.3854, unweighted_recall: 0.9523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, f_measure: 0.9576, kappa: 0.9112, kb_relative_information_score: 0.9027, mean_absolute_error: 0.0465, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9576, number_of_instances: 4601, precision: 0.9576, predictive_accuracy: 0.9576, prior_entropy: 0.9674, relative_absolute_error: 0.0974, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.1893, root_relative_squared_error: 0.3874, unweighted_recall: 0.9551,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9712, f_measure: 0.933, kappa: 0.8592, kb_relative_information_score: 0.7741, mean_absolute_error: 0.1171, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9333, number_of_instances: 4601, precision: 0.9333, predictive_accuracy: 0.9333, prior_entropy: 0.9674, relative_absolute_error: 0.2451, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2371, root_relative_squared_error: 0.4852, unweighted_recall: 0.9264,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7334, f_measure: 0.4969, kappa: 0.0506, kb_relative_information_score: 0.0338, mean_absolute_error: 0.464, mean_prior_absolute_error: 0.4776, weighted_recall: 0.6214, number_of_instances: 4601, precision: 0.7063, predictive_accuracy: 0.6214, prior_entropy: 0.9674, relative_absolute_error: 0.9717, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4797, root_relative_squared_error: 0.9818, unweighted_recall: 0.5211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9604, f_measure: 0.8976, kappa: 0.7836, kb_relative_information_score: 0.6913, mean_absolute_error: 0.1571, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8994, number_of_instances: 4601, precision: 0.9028, predictive_accuracy: 0.8994, prior_entropy: 0.9674, relative_absolute_error: 0.3289, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2733, root_relative_squared_error: 0.5593, unweighted_recall: 0.8816,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9586, f_measure: 0.9116, kappa: 0.814, kb_relative_information_score: 0.7239, mean_absolute_error: 0.1429, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9122, number_of_instances: 4601, precision: 0.9124, predictive_accuracy: 0.9122, prior_entropy: 0.9674, relative_absolute_error: 0.2992, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2581, root_relative_squared_error: 0.5282, unweighted_recall: 0.9023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9431, f_measure: 0.8978, kappa: 0.7863, kb_relative_information_score: 0.6632, mean_absolute_error: 0.1725, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8976, number_of_instances: 4601, precision: 0.898, predictive_accuracy: 0.8976, prior_entropy: 0.9674, relative_absolute_error: 0.3611, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2923, root_relative_squared_error: 0.5981, unweighted_recall: 0.8944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.975, f_measure: 0.9367, kappa: 0.8671, kb_relative_information_score: 0.7929, mean_absolute_error: 0.1073, mean_prior_absolute_error: 0.4776, weighted_recall: 0.937, number_of_instances: 4601, precision: 0.937, predictive_accuracy: 0.937, prior_entropy: 0.9674, relative_absolute_error: 0.2246, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2276, root_relative_squared_error: 0.4658, unweighted_recall: 0.9306,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9652, f_measure: 0.9255, kappa: 0.8432, kb_relative_information_score: 0.7449, mean_absolute_error: 0.1325, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9259, number_of_instances: 4601, precision: 0.9261, predictive_accuracy: 0.9259, prior_entropy: 0.9674, relative_absolute_error: 0.2774, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2493, root_relative_squared_error: 0.5102, unweighted_recall: 0.9173,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9702, f_measure: 0.9297, kappa: 0.8523, kb_relative_information_score: 0.7614, mean_absolute_error: 0.1239, mean_prior_absolute_error: 0.4776, weighted_recall: 0.93, number_of_instances: 4601, precision: 0.93, predictive_accuracy: 0.93, prior_entropy: 0.9674, relative_absolute_error: 0.2594, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2398, root_relative_squared_error: 0.4908, unweighted_recall: 0.9227,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9426, f_measure: 0.8462, kappa: 0.6744, kb_relative_information_score: 0.5723, mean_absolute_error: 0.2142, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8522, number_of_instances: 4601, precision: 0.8653, predictive_accuracy: 0.8522, prior_entropy: 0.9674, relative_absolute_error: 0.4484, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3198, root_relative_squared_error: 0.6545, unweighted_recall: 0.8205,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9434, f_measure: 0.8981, kappa: 0.7863, kb_relative_information_score: 0.6669, mean_absolute_error: 0.1711, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8983, number_of_instances: 4601, precision: 0.898, predictive_accuracy: 0.8983, prior_entropy: 0.9674, relative_absolute_error: 0.3584, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.289, root_relative_squared_error: 0.5914, unweighted_recall: 0.8918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.957, kappa: 0.9098, kb_relative_information_score: 0.8903, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.4776, weighted_recall: 0.957, number_of_instances: 4601, precision: 0.9569, predictive_accuracy: 0.957, prior_entropy: 0.9674, relative_absolute_error: 0.1134, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.1834, root_relative_squared_error: 0.3752, unweighted_recall: 0.9547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.957, kappa: 0.9098, kb_relative_information_score: 0.8903, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.4776, weighted_recall: 0.957, number_of_instances: 4601, precision: 0.9569, predictive_accuracy: 0.957, prior_entropy: 0.9674, relative_absolute_error: 0.1134, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.1834, root_relative_squared_error: 0.3752, unweighted_recall: 0.9547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9782, f_measure: 0.9379, kappa: 0.8695, kb_relative_information_score: 0.8061, mean_absolute_error: 0.1003, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9381, number_of_instances: 4601, precision: 0.938, predictive_accuracy: 0.9381, prior_entropy: 0.9674, relative_absolute_error: 0.21, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2193, root_relative_squared_error: 0.4487, unweighted_recall: 0.9321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, f_measure: 0.9576, kappa: 0.9112, kb_relative_information_score: 0.9027, mean_absolute_error: 0.0465, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9576, number_of_instances: 4601, precision: 0.9576, predictive_accuracy: 0.9576, prior_entropy: 0.9674, relative_absolute_error: 0.0974, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.1893, root_relative_squared_error: 0.3874, unweighted_recall: 0.9551,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.9554, kappa: 0.9066, kb_relative_information_score: 0.8828, mean_absolute_error: 0.0581, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9554, number_of_instances: 4601, precision: 0.9554, predictive_accuracy: 0.9554, prior_entropy: 0.9674, relative_absolute_error: 0.1217, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.1868, root_relative_squared_error: 0.3823, unweighted_recall: 0.9528,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.957, kappa: 0.9098, kb_relative_information_score: 0.8903, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.4776, weighted_recall: 0.957, number_of_instances: 4601, precision: 0.9569, predictive_accuracy: 0.957, prior_entropy: 0.9674, relative_absolute_error: 0.1134, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.1834, root_relative_squared_error: 0.3752, unweighted_recall: 0.9547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9541, kappa: 0.9038, kb_relative_information_score: 0.8646, mean_absolute_error: 0.0692, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9541, number_of_instances: 4601, precision: 0.9541, predictive_accuracy: 0.9541, prior_entropy: 0.9674, relative_absolute_error: 0.1449, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.1882, root_relative_squared_error: 0.3851, unweighted_recall: 0.9509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.955, f_measure: 0.8715, kappa: 0.7279, kb_relative_information_score: 0.6434, mean_absolute_error: 0.1788, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8752, number_of_instances: 4601, precision: 0.884, predictive_accuracy: 0.8752, prior_entropy: 0.9674, relative_absolute_error: 0.3744, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2943, root_relative_squared_error: 0.6022, unweighted_recall: 0.8494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.916, f_measure: 0.8063, kappa: 0.5912, kb_relative_information_score: 0.4766, mean_absolute_error: 0.2618, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8181, number_of_instances: 4601, precision: 0.843, predictive_accuracy: 0.8181, prior_entropy: 0.9674, relative_absolute_error: 0.5483, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3513, root_relative_squared_error: 0.7189, unweighted_recall: 0.7754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9581, f_measure: 0.9117, kappa: 0.8142, kb_relative_information_score: 0.7107, mean_absolute_error: 0.1498, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9122, number_of_instances: 4601, precision: 0.9122, predictive_accuracy: 0.9122, prior_entropy: 0.9674, relative_absolute_error: 0.3137, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2667, root_relative_squared_error: 0.5458, unweighted_recall: 0.9028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8724, f_measure: 0.7828, kappa: 0.5442, kb_relative_information_score: 0.4174, mean_absolute_error: 0.2897, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8003, number_of_instances: 4601, precision: 0.839, predictive_accuracy: 0.8003, prior_entropy: 0.9674, relative_absolute_error: 0.6067, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3737, root_relative_squared_error: 0.7648, unweighted_recall: 0.7497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9368, f_measure: 0.7734, kappa: 0.5235, kb_relative_information_score: 0.3756, mean_absolute_error: 0.3144, mean_prior_absolute_error: 0.4776, weighted_recall: 0.7903, number_of_instances: 4601, precision: 0.8202, predictive_accuracy: 0.7903, prior_entropy: 0.9674, relative_absolute_error: 0.6584, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3749, root_relative_squared_error: 0.7673, unweighted_recall: 0.7413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9781, f_measure: 0.9381, kappa: 0.87, kb_relative_information_score: 0.8051, mean_absolute_error: 0.1007, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9383, number_of_instances: 4601, precision: 0.9382, predictive_accuracy: 0.9383, prior_entropy: 0.9674, relative_absolute_error: 0.211, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.22, root_relative_squared_error: 0.4503, unweighted_recall: 0.9326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9716, f_measure: 0.9326, kappa: 0.8583, kb_relative_information_score: 0.7766, mean_absolute_error: 0.1156, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9328, number_of_instances: 4601, precision: 0.9328, predictive_accuracy: 0.9328, prior_entropy: 0.9674, relative_absolute_error: 0.2421, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2367, root_relative_squared_error: 0.4844, unweighted_recall: 0.926,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9233, f_measure: 0.8297, kappa: 0.6397, kb_relative_information_score: 0.4849, mean_absolute_error: 0.2616, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8376, number_of_instances: 4601, precision: 0.8544, predictive_accuracy: 0.8376, prior_entropy: 0.9674, relative_absolute_error: 0.5478, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3435, root_relative_squared_error: 0.703, unweighted_recall: 0.8018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.951, f_measure: 0.9101, kappa: 0.8102, kb_relative_information_score: 0.6012, mean_absolute_error: 0.2076, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9111, number_of_instances: 4601, precision: 0.9126, predictive_accuracy: 0.9111, prior_entropy: 0.9674, relative_absolute_error: 0.4348, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2981, root_relative_squared_error: 0.61, unweighted_recall: 0.8974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9475, f_measure: 0.9039, kappa: 0.7979, kb_relative_information_score: 0.6811, mean_absolute_error: 0.1646, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9044, number_of_instances: 4601, precision: 0.9042, predictive_accuracy: 0.9044, prior_entropy: 0.9674, relative_absolute_error: 0.3446, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2816, root_relative_squared_error: 0.5762, unweighted_recall: 0.8952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9276, f_measure: 0.8187, kappa: 0.617, kb_relative_information_score: 0.516, mean_absolute_error: 0.2403, mean_prior_absolute_error: 0.4776, weighted_recall: 0.829, number_of_instances: 4601, precision: 0.8525, predictive_accuracy: 0.829, prior_entropy: 0.9674, relative_absolute_error: 0.5032, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3413, root_relative_squared_error: 0.6984, unweighted_recall: 0.7885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9712, f_measure: 0.9328, kappa: 0.8588, kb_relative_information_score: 0.774, mean_absolute_error: 0.1171, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9331, number_of_instances: 4601, precision: 0.9331, predictive_accuracy: 0.9331, prior_entropy: 0.9674, relative_absolute_error: 0.2452, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2371, root_relative_squared_error: 0.4851, unweighted_recall: 0.9261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.9119, kappa: 0.8147, kb_relative_information_score: 0.7126, mean_absolute_error: 0.1493, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9124, number_of_instances: 4601, precision: 0.9124, predictive_accuracy: 0.9124, prior_entropy: 0.9674, relative_absolute_error: 0.3127, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2608, root_relative_squared_error: 0.5337, unweighted_recall: 0.9033,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9581, f_measure: 0.9105, kappa: 0.8117, kb_relative_information_score: 0.7178, mean_absolute_error: 0.146, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9111, number_of_instances: 4601, precision: 0.9113, predictive_accuracy: 0.9111, prior_entropy: 0.9674, relative_absolute_error: 0.3058, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2601, root_relative_squared_error: 0.5324, unweighted_recall: 0.9011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9718, f_measure: 0.9332, kappa: 0.8597, kb_relative_information_score: 0.7785, mean_absolute_error: 0.1146, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9335, number_of_instances: 4601, precision: 0.9335, predictive_accuracy: 0.9335, prior_entropy: 0.9674, relative_absolute_error: 0.24, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2362, root_relative_squared_error: 0.4834, unweighted_recall: 0.9266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9429, f_measure: 0.897, kappa: 0.7847, kb_relative_information_score: 0.6618, mean_absolute_error: 0.173, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8968, number_of_instances: 4601, precision: 0.8974, predictive_accuracy: 0.8968, prior_entropy: 0.9674, relative_absolute_error: 0.3623, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.293, root_relative_squared_error: 0.5996, unweighted_recall: 0.8941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9144, f_measure: 0.7149, kappa: 0.4103, kb_relative_information_score: 0.2808, mean_absolute_error: 0.3573, mean_prior_absolute_error: 0.4776, weighted_recall: 0.7474, number_of_instances: 4601, precision: 0.8003, predictive_accuracy: 0.7474, prior_entropy: 0.9674, relative_absolute_error: 0.7482, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4055, root_relative_squared_error: 0.8297, unweighted_recall: 0.684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9701, f_measure: 0.9282, kappa: 0.849, kb_relative_information_score: 0.7755, mean_absolute_error: 0.1158, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9285, number_of_instances: 4601, precision: 0.9286, predictive_accuracy: 0.9285, prior_entropy: 0.9674, relative_absolute_error: 0.2425, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.239, root_relative_squared_error: 0.4892, unweighted_recall: 0.9208,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9204, f_measure: 0.8095, kappa: 0.5982, kb_relative_information_score: 0.4974, mean_absolute_error: 0.2495, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8216, number_of_instances: 4601, precision: 0.8493, predictive_accuracy: 0.8216, prior_entropy: 0.9674, relative_absolute_error: 0.5225, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3478, root_relative_squared_error: 0.7118, unweighted_recall: 0.7782,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9778, f_measure: 0.9354, kappa: 0.8643, kb_relative_information_score: 0.8023, mean_absolute_error: 0.1019, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9357, number_of_instances: 4601, precision: 0.9357, predictive_accuracy: 0.9357, prior_entropy: 0.9674, relative_absolute_error: 0.2134, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2215, root_relative_squared_error: 0.4533, unweighted_recall: 0.9292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9723, f_measure: 0.9277, kappa: 0.8479, kb_relative_information_score: 0.7381, mean_absolute_error: 0.1361, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9281, number_of_instances: 4601, precision: 0.9282, predictive_accuracy: 0.9281, prior_entropy: 0.9674, relative_absolute_error: 0.285, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2452, root_relative_squared_error: 0.5017, unweighted_recall: 0.9199,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9714, f_measure: 0.9323, kappa: 0.8578, kb_relative_information_score: 0.7726, mean_absolute_error: 0.1181, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9326, number_of_instances: 4601, precision: 0.9327, predictive_accuracy: 0.9326, prior_entropy: 0.9674, relative_absolute_error: 0.2473, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2359, root_relative_squared_error: 0.4827, unweighted_recall: 0.9254,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8364, f_measure: 0.7672, kappa: 0.5141, kb_relative_information_score: 0.4003, mean_absolute_error: 0.2957, mean_prior_absolute_error: 0.4776, weighted_recall: 0.7892, number_of_instances: 4601, precision: 0.8394, predictive_accuracy: 0.7892, prior_entropy: 0.9674, relative_absolute_error: 0.6192, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3834, root_relative_squared_error: 0.7846, unweighted_recall: 0.7335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9624, f_measure: 0.9198, kappa: 0.8314, kb_relative_information_score: 0.7413, mean_absolute_error: 0.1342, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9202, number_of_instances: 4601, precision: 0.9203, predictive_accuracy: 0.9202, prior_entropy: 0.9674, relative_absolute_error: 0.2811, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2504, root_relative_squared_error: 0.5123, unweighted_recall: 0.9119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9519, f_measure: 0.9058, kappa: 0.8018, kb_relative_information_score: 0.6887, mean_absolute_error: 0.161, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9063, number_of_instances: 4601, precision: 0.9063, predictive_accuracy: 0.9063, prior_entropy: 0.9674, relative_absolute_error: 0.3371, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2768, root_relative_squared_error: 0.5665, unweighted_recall: 0.8969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9728, f_measure: 0.9378, kappa: 0.8695, kb_relative_information_score: 0.7561, mean_absolute_error: 0.1285, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9381, number_of_instances: 4601, precision: 0.938, predictive_accuracy: 0.9381, prior_entropy: 0.9674, relative_absolute_error: 0.269, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2334, root_relative_squared_error: 0.4776, unweighted_recall: 0.932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9573, f_measure: 0.9216, kappa: 0.8353, kb_relative_information_score: 0.6967, mean_absolute_error: 0.158, mean_prior_absolute_error: 0.4776, weighted_recall: 0.922, number_of_instances: 4601, precision: 0.9219, predictive_accuracy: 0.922, prior_entropy: 0.9674, relative_absolute_error: 0.3308, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2669, root_relative_squared_error: 0.5462, unweighted_recall: 0.9142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, f_measure: 0.9374, kappa: 0.8686, kb_relative_information_score: 0.8086, mean_absolute_error: 0.0985, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9376, number_of_instances: 4601, precision: 0.9376, predictive_accuracy: 0.9376, prior_entropy: 0.9674, relative_absolute_error: 0.2062, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2193, root_relative_squared_error: 0.4488, unweighted_recall: 0.9316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9525, f_measure: 0.8659, kappa: 0.716, kb_relative_information_score: 0.6295, mean_absolute_error: 0.1854, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8702, number_of_instances: 4601, precision: 0.8806, predictive_accuracy: 0.8702, prior_entropy: 0.9674, relative_absolute_error: 0.3883, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2998, root_relative_squared_error: 0.6136, unweighted_recall: 0.8426,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9729, f_measure: 0.9275, kappa: 0.8474, kb_relative_information_score: 0.7385, mean_absolute_error: 0.136, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9278, number_of_instances: 4601, precision: 0.928, predictive_accuracy: 0.9278, prior_entropy: 0.9674, relative_absolute_error: 0.2847, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2444, root_relative_squared_error: 0.5001, unweighted_recall: 0.9196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9729, f_measure: 0.9355, kappa: 0.8644, kb_relative_information_score: 0.7616, mean_absolute_error: 0.1251, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9357, number_of_instances: 4601, precision: 0.9356, predictive_accuracy: 0.9357, prior_entropy: 0.9674, relative_absolute_error: 0.2619, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.233, root_relative_squared_error: 0.4769, unweighted_recall: 0.9296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9739, f_measure: 0.9368, kappa: 0.8672, kb_relative_information_score: 0.7762, mean_absolute_error: 0.1174, mean_prior_absolute_error: 0.4776, weighted_recall: 0.937, number_of_instances: 4601, precision: 0.9369, predictive_accuracy: 0.937, prior_entropy: 0.9674, relative_absolute_error: 0.2459, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2269, root_relative_squared_error: 0.4644, unweighted_recall: 0.9311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9027, f_measure: 0.7994, kappa: 0.5773, kb_relative_information_score: 0.4441, mean_absolute_error: 0.2784, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8129, number_of_instances: 4601, precision: 0.8423, predictive_accuracy: 0.8129, prior_entropy: 0.9674, relative_absolute_error: 0.583, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3604, root_relative_squared_error: 0.7375, unweighted_recall: 0.7676,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9727, f_measure: 0.935, kappa: 0.8635, kb_relative_information_score: 0.7654, mean_absolute_error: 0.1227, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9352, number_of_instances: 4601, precision: 0.9352, predictive_accuracy: 0.9352, prior_entropy: 0.9674, relative_absolute_error: 0.2569, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2331, root_relative_squared_error: 0.477, unweighted_recall: 0.9289,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9428, f_measure: 0.8963, kappa: 0.7833, kb_relative_information_score: 0.6625, mean_absolute_error: 0.1727, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8961, number_of_instances: 4601, precision: 0.8966, predictive_accuracy: 0.8961, prior_entropy: 0.9674, relative_absolute_error: 0.3616, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2928, root_relative_squared_error: 0.5993, unweighted_recall: 0.8932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9518, f_measure: 0.8993, kappa: 0.7876, kb_relative_information_score: 0.6787, mean_absolute_error: 0.1659, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9002, number_of_instances: 4601, precision: 0.9009, predictive_accuracy: 0.9002, prior_entropy: 0.9674, relative_absolute_error: 0.3475, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2759, root_relative_squared_error: 0.5647, unweighted_recall: 0.8873,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9628, f_measure: 0.9207, kappa: 0.8333, kb_relative_information_score: 0.7387, mean_absolute_error: 0.135, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9211, number_of_instances: 4601, precision: 0.9211, predictive_accuracy: 0.9211, prior_entropy: 0.9674, relative_absolute_error: 0.2828, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.255, root_relative_squared_error: 0.5219, unweighted_recall: 0.913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9019, f_measure: 0.7596, kappa: 0.4959, kb_relative_information_score: 0.3294, mean_absolute_error: 0.3344, mean_prior_absolute_error: 0.4776, weighted_recall: 0.7794, number_of_instances: 4601, precision: 0.8132, predictive_accuracy: 0.7794, prior_entropy: 0.9674, relative_absolute_error: 0.7002, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.389, root_relative_squared_error: 0.7961, unweighted_recall: 0.7272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.961, f_measure: 0.9176, kappa: 0.8267, kb_relative_information_score: 0.737, mean_absolute_error: 0.1363, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9181, number_of_instances: 4601, precision: 0.9181, predictive_accuracy: 0.9181, prior_entropy: 0.9674, relative_absolute_error: 0.2855, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2524, root_relative_squared_error: 0.5165, unweighted_recall: 0.9093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9729, f_measure: 0.9363, kappa: 0.8663, kb_relative_information_score: 0.761, mean_absolute_error: 0.1254, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9365, number_of_instances: 4601, precision: 0.9365, predictive_accuracy: 0.9365, prior_entropy: 0.9674, relative_absolute_error: 0.2626, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2332, root_relative_squared_error: 0.4772, unweighted_recall: 0.9307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9515, f_measure: 0.9086, kappa: 0.8078, kb_relative_information_score: 0.6918, mean_absolute_error: 0.1595, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9092, number_of_instances: 4601, precision: 0.9091, predictive_accuracy: 0.9092, prior_entropy: 0.9674, relative_absolute_error: 0.334, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.276, root_relative_squared_error: 0.5649, unweighted_recall: 0.8998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9592, f_measure: 0.9256, kappa: 0.8434, kb_relative_information_score: 0.6965, mean_absolute_error: 0.1606, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9261, number_of_instances: 4601, precision: 0.9265, predictive_accuracy: 0.9261, prior_entropy: 0.9674, relative_absolute_error: 0.3363, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2594, root_relative_squared_error: 0.5309, unweighted_recall: 0.9166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9713, f_measure: 0.926, kappa: 0.8443, kb_relative_information_score: 0.7445, mean_absolute_error: 0.1325, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9263, number_of_instances: 4601, precision: 0.9264, predictive_accuracy: 0.9263, prior_entropy: 0.9674, relative_absolute_error: 0.2775, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.501, unweighted_recall: 0.9184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.967, f_measure: 0.9275, kappa: 0.8476, kb_relative_information_score: 0.7604, mean_absolute_error: 0.1242, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9278, number_of_instances: 4601, precision: 0.9279, predictive_accuracy: 0.9278, prior_entropy: 0.9674, relative_absolute_error: 0.2601, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.244, root_relative_squared_error: 0.4994, unweighted_recall: 0.9202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9718, f_measure: 0.9344, kappa: 0.8621, kb_relative_information_score: 0.7797, mean_absolute_error: 0.1145, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9346, number_of_instances: 4601, precision: 0.9345, predictive_accuracy: 0.9346, prior_entropy: 0.9674, relative_absolute_error: 0.2397, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2318, root_relative_squared_error: 0.4744, unweighted_recall: 0.9283,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9513, f_measure: 0.9023, kappa: 0.7946, kb_relative_information_score: 0.6932, mean_absolute_error: 0.157, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9028, number_of_instances: 4601, precision: 0.9027, predictive_accuracy: 0.9028, prior_entropy: 0.9674, relative_absolute_error: 0.3289, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2781, root_relative_squared_error: 0.5692, unweighted_recall: 0.8934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9687, f_measure: 0.9266, kappa: 0.8458, kb_relative_information_score: 0.7674, mean_absolute_error: 0.1204, mean_prior_absolute_error: 0.4776, weighted_recall: 0.927, number_of_instances: 4601, precision: 0.927, predictive_accuracy: 0.927, prior_entropy: 0.9674, relative_absolute_error: 0.2522, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2386, root_relative_squared_error: 0.4882, unweighted_recall: 0.9194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9335, f_measure: 0.8686, kappa: 0.7219, kb_relative_information_score: 0.5414, mean_absolute_error: 0.2382, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8715, number_of_instances: 4601, precision: 0.8762, predictive_accuracy: 0.8715, prior_entropy: 0.9674, relative_absolute_error: 0.4988, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3203, root_relative_squared_error: 0.6555, unweighted_recall: 0.8492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9729, f_measure: 0.9368, kappa: 0.8672, kb_relative_information_score: 0.7614, mean_absolute_error: 0.125, mean_prior_absolute_error: 0.4776, weighted_recall: 0.937, number_of_instances: 4601, precision: 0.9369, predictive_accuracy: 0.937, prior_entropy: 0.9674, relative_absolute_error: 0.2618, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2335, root_relative_squared_error: 0.4779, unweighted_recall: 0.931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9723, f_measure: 0.9277, kappa: 0.8479, kb_relative_information_score: 0.7381, mean_absolute_error: 0.1361, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9281, number_of_instances: 4601, precision: 0.9282, predictive_accuracy: 0.9281, prior_entropy: 0.9674, relative_absolute_error: 0.285, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2451, root_relative_squared_error: 0.5017, unweighted_recall: 0.9199,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9429, f_measure: 0.8972, kappa: 0.7853, kb_relative_information_score: 0.6601, mean_absolute_error: 0.1738, mean_prior_absolute_error: 0.4776, weighted_recall: 0.897, number_of_instances: 4601, precision: 0.8977, predictive_accuracy: 0.897, prior_entropy: 0.9674, relative_absolute_error: 0.364, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2936, root_relative_squared_error: 0.6008, unweighted_recall: 0.8945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9565, f_measure: 0.9155, kappa: 0.8224, kb_relative_information_score: 0.6871, mean_absolute_error: 0.1623, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9159, number_of_instances: 4601, precision: 0.9158, predictive_accuracy: 0.9159, prior_entropy: 0.9674, relative_absolute_error: 0.3398, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.271, root_relative_squared_error: 0.5546, unweighted_recall: 0.9077,

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