OpenML
Supervised Data Stream Classification on BNG(mfeat-fourier)

Supervised Data Stream Classification on BNG(mfeat-fourier)

Task 2133 Supervised Data Stream Classification BNG(mfeat-fourier) 286 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9081, f_measure: 0.8347, kappa: 0.8162, kb_relative_information_score: 827026.4823, mean_absolute_error: 0.0331, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.835, predictive_accuracy: 0.8346, prior_entropy: 3.3219, recall: 0.8346, relative_absolute_error: 0.1838, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1819, root_relative_squared_error: 0.6063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9115, f_measure: 0.8405, kappa: 0.8229, kb_relative_information_score: 833333.4457, mean_absolute_error: 0.0319, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8407, predictive_accuracy: 0.8406, prior_entropy: 3.3219, recall: 0.8406, relative_absolute_error: 0.1771, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1785, root_relative_squared_error: 0.5951,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.8558, kappa: 0.8403, kb_relative_information_score: 862774.4218, mean_absolute_error: 0.0376, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8556, predictive_accuracy: 0.8563, prior_entropy: 3.3219, recall: 0.8563, relative_absolute_error: 0.2091, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1401, root_relative_squared_error: 0.4669,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.8558, kappa: 0.8403, kb_relative_information_score: 862774.4218, mean_absolute_error: 0.0376, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8556, predictive_accuracy: 0.8563, prior_entropy: 3.3219, recall: 0.8563, relative_absolute_error: 0.2091, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1401, root_relative_squared_error: 0.4669,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9115, f_measure: 0.8405, kappa: 0.8229, kb_relative_information_score: 833333.4457, mean_absolute_error: 0.0319, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8407, predictive_accuracy: 0.8406, prior_entropy: 3.3219, recall: 0.8406, relative_absolute_error: 0.1771, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1785, root_relative_squared_error: 0.5951,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9114, f_measure: 0.8404, kappa: 0.8228, kb_relative_information_score: 833233.053, mean_absolute_error: 0.0319, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8406, predictive_accuracy: 0.8405, prior_entropy: 3.3219, recall: 0.8405, relative_absolute_error: 0.1772, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1786, root_relative_squared_error: 0.5953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9115, f_measure: 0.8405, kappa: 0.8229, kb_relative_information_score: 833335.5372, mean_absolute_error: 0.0319, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8407, predictive_accuracy: 0.8406, prior_entropy: 3.3219, recall: 0.8406, relative_absolute_error: 0.1771, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1785, root_relative_squared_error: 0.5951,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9094, f_measure: 0.8369, kappa: 0.8188, kb_relative_information_score: 829469.3718, mean_absolute_error: 0.0326, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8371, predictive_accuracy: 0.8369, prior_entropy: 3.3219, recall: 0.8369, relative_absolute_error: 0.1812, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1806, root_relative_squared_error: 0.602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9094, f_measure: 0.8369, kappa: 0.8188, kb_relative_information_score: 829469.3718, mean_absolute_error: 0.0326, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8371, predictive_accuracy: 0.8369, prior_entropy: 3.3219, recall: 0.8369, relative_absolute_error: 0.1812, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1806, root_relative_squared_error: 0.602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9093, f_measure: 0.8367, kappa: 0.8185, kb_relative_information_score: 829201.6579, mean_absolute_error: 0.0327, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8369, predictive_accuracy: 0.8367, prior_entropy: 3.3219, recall: 0.8367, relative_absolute_error: 0.1815, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1807, root_relative_squared_error: 0.6024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9093, f_measure: 0.8368, kappa: 0.8187, kb_relative_information_score: 829366.8875, mean_absolute_error: 0.0326, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.837, predictive_accuracy: 0.8368, prior_entropy: 3.3219, recall: 0.8368, relative_absolute_error: 0.1813, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1806, root_relative_squared_error: 0.6022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9787, f_measure: 0.8213, kappa: 0.8002, kb_relative_information_score: 817567.2417, mean_absolute_error: 0.0491, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8231, predictive_accuracy: 0.8202, prior_entropy: 3.3219, recall: 0.8202, relative_absolute_error: 0.2725, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1578, root_relative_squared_error: 0.5259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.904, f_measure: 0.8272, kappa: 0.8081, kb_relative_information_score: 819362.1256, mean_absolute_error: 0.0345, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8274, predictive_accuracy: 0.8273, prior_entropy: 3.3219, recall: 0.8273, relative_absolute_error: 0.1919, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1859, root_relative_squared_error: 0.6196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9787, f_measure: 0.8213, kappa: 0.8002, kb_relative_information_score: 817567.2417, mean_absolute_error: 0.0491, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8231, predictive_accuracy: 0.8202, prior_entropy: 3.3219, recall: 0.8202, relative_absolute_error: 0.2725, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1578, root_relative_squared_error: 0.5259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, f_measure: 0.8564, kappa: 0.841, kb_relative_information_score: 863291.0923, mean_absolute_error: 0.0376, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8562, predictive_accuracy: 0.8569, prior_entropy: 3.3219, recall: 0.8569, relative_absolute_error: 0.2088, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1397, root_relative_squared_error: 0.4657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9119, f_measure: 0.8413, kappa: 0.8239, kb_relative_information_score: 834230.7056, mean_absolute_error: 0.0317, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8415, predictive_accuracy: 0.8415, prior_entropy: 3.3219, recall: 0.8415, relative_absolute_error: 0.1761, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1781, root_relative_squared_error: 0.5935,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9787, f_measure: 0.8213, kappa: 0.8002, kb_relative_information_score: 817567.2417, mean_absolute_error: 0.0491, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8231, predictive_accuracy: 0.8202, prior_entropy: 3.3219, recall: 0.8202, relative_absolute_error: 0.2725, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1578, root_relative_squared_error: 0.5259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9787, f_measure: 0.8213, kappa: 0.8002, kb_relative_information_score: 817567.2417, mean_absolute_error: 0.0491, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8231, predictive_accuracy: 0.8202, prior_entropy: 3.3219, recall: 0.8202, relative_absolute_error: 0.2725, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1578, root_relative_squared_error: 0.5259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9772, f_measure: 0.817, kappa: 0.7952, kb_relative_information_score: 813504.2133, mean_absolute_error: 0.0495, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8191, predictive_accuracy: 0.8157, prior_entropy: 3.3219, recall: 0.8157, relative_absolute_error: 0.2751, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1606, root_relative_squared_error: 0.5355,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9772, f_measure: 0.817, kappa: 0.7952, kb_relative_information_score: 813504.2133, mean_absolute_error: 0.0495, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8191, predictive_accuracy: 0.8157, prior_entropy: 3.3219, recall: 0.8157, relative_absolute_error: 0.2751, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1606, root_relative_squared_error: 0.5355,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9772, f_measure: 0.817, kappa: 0.7952, kb_relative_information_score: 813504.2133, mean_absolute_error: 0.0495, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8191, predictive_accuracy: 0.8157, prior_entropy: 3.3219, recall: 0.8157, relative_absolute_error: 0.2751, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1606, root_relative_squared_error: 0.5355,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.8571, kappa: 0.8418, kb_relative_information_score: 863660.0089, mean_absolute_error: 0.0374, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8568, predictive_accuracy: 0.8576, prior_entropy: 3.3219, recall: 0.8576, relative_absolute_error: 0.208, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1397, root_relative_squared_error: 0.4658,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9114, f_measure: 0.8404, kappa: 0.8227, kb_relative_information_score: 833166.1245, mean_absolute_error: 0.0319, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8406, predictive_accuracy: 0.8405, prior_entropy: 3.3219, recall: 0.8405, relative_absolute_error: 0.1773, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1786, root_relative_squared_error: 0.5954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.8571, kappa: 0.8418, kb_relative_information_score: 863660.0089, mean_absolute_error: 0.0374, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8568, predictive_accuracy: 0.8576, prior_entropy: 3.3219, recall: 0.8576, relative_absolute_error: 0.208, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1397, root_relative_squared_error: 0.4658,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.8571, kappa: 0.8418, kb_relative_information_score: 863660.0089, mean_absolute_error: 0.0374, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8568, predictive_accuracy: 0.8576, prior_entropy: 3.3219, recall: 0.8576, relative_absolute_error: 0.208, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1397, root_relative_squared_error: 0.4658,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9093, f_measure: 0.8367, kappa: 0.8185, kb_relative_information_score: 829201.6579, mean_absolute_error: 0.0327, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8369, predictive_accuracy: 0.8367, prior_entropy: 3.3219, recall: 0.8367, relative_absolute_error: 0.1815, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1807, root_relative_squared_error: 0.6024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9091, f_measure: 0.8363, kappa: 0.8181, kb_relative_information_score: 828806.3615, mean_absolute_error: 0.0327, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8365, predictive_accuracy: 0.8363, prior_entropy: 3.3219, recall: 0.8363, relative_absolute_error: 0.1819, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1809, root_relative_squared_error: 0.6031,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9115, f_measure: 0.8405, kappa: 0.8229, kb_relative_information_score: 833333.4457, mean_absolute_error: 0.0319, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8407, predictive_accuracy: 0.8406, prior_entropy: 3.3219, recall: 0.8406, relative_absolute_error: 0.1771, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1785, root_relative_squared_error: 0.5951,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.8566, kappa: 0.8413, kb_relative_information_score: 863448.5248, mean_absolute_error: 0.0375, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8563, predictive_accuracy: 0.8572, prior_entropy: 3.3219, recall: 0.8572, relative_absolute_error: 0.2081, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.14, root_relative_squared_error: 0.4668,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.8566, kappa: 0.8413, kb_relative_information_score: 863448.5248, mean_absolute_error: 0.0375, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8563, predictive_accuracy: 0.8572, prior_entropy: 3.3219, recall: 0.8572, relative_absolute_error: 0.2081, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.14, root_relative_squared_error: 0.4668,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.8566, kappa: 0.8413, kb_relative_information_score: 863448.5248, mean_absolute_error: 0.0375, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8563, predictive_accuracy: 0.8572, prior_entropy: 3.3219, recall: 0.8572, relative_absolute_error: 0.2081, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.14, root_relative_squared_error: 0.4668,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9821, f_measure: 0.8405, kappa: 0.8229, kb_relative_information_score: 850669.9084, mean_absolute_error: 0.0374, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8407, predictive_accuracy: 0.8406, prior_entropy: 3.3219, recall: 0.8406, relative_absolute_error: 0.2079, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.152, root_relative_squared_error: 0.5067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.8566, kappa: 0.8413, kb_relative_information_score: 863448.5248, mean_absolute_error: 0.0375, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8563, predictive_accuracy: 0.8572, prior_entropy: 3.3219, recall: 0.8572, relative_absolute_error: 0.2081, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.14, root_relative_squared_error: 0.4668,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.8558, kappa: 0.8403, kb_relative_information_score: 862774.3323, mean_absolute_error: 0.0376, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8556, predictive_accuracy: 0.8563, prior_entropy: 3.3219, recall: 0.8563, relative_absolute_error: 0.2091, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1401, root_relative_squared_error: 0.4669,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.8571, kappa: 0.8418, kb_relative_information_score: 863660.0375, mean_absolute_error: 0.0374, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8568, predictive_accuracy: 0.8576, prior_entropy: 3.3219, recall: 0.8576, relative_absolute_error: 0.208, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1397, root_relative_squared_error: 0.4658,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9626, f_measure: 0.7205, kappa: 0.6912, kb_relative_information_score: 663914.5871, mean_absolute_error: 0.0894, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7526, predictive_accuracy: 0.7221, prior_entropy: 3.3219, recall: 0.7221, relative_absolute_error: 0.4967, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1994, root_relative_squared_error: 0.6647,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9823, f_measure: 0.8331, kappa: 0.8137, kb_relative_information_score: 844653.5123, mean_absolute_error: 0.0389, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8347, predictive_accuracy: 0.8323, prior_entropy: 3.3219, recall: 0.8323, relative_absolute_error: 0.2164, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1547, root_relative_squared_error: 0.5157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9786, f_measure: 0.7865, kappa: 0.7646, kb_relative_information_score: 713950.0921, mean_absolute_error: 0.0803, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8061, predictive_accuracy: 0.7881, prior_entropy: 3.3219, recall: 0.7881, relative_absolute_error: 0.4461, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1819, root_relative_squared_error: 0.6063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9786, f_measure: 0.7865, kappa: 0.7646, kb_relative_information_score: 713950.0921, mean_absolute_error: 0.0803, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8061, predictive_accuracy: 0.7881, prior_entropy: 3.3219, recall: 0.7881, relative_absolute_error: 0.4461, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1819, root_relative_squared_error: 0.6063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.8056, kappa: 0.7837, kb_relative_information_score: 282733.0248, mean_absolute_error: 0.1615, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8067, predictive_accuracy: 0.8053, prior_entropy: 3.3219, recall: 0.8053, relative_absolute_error: 0.8974, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2747, root_relative_squared_error: 0.9157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9818, f_measure: 0.8258, kappa: 0.8056, kb_relative_information_score: 822895.0991, mean_absolute_error: 0.05, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8268, predictive_accuracy: 0.825, prior_entropy: 3.3219, recall: 0.825, relative_absolute_error: 0.2779, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1546, root_relative_squared_error: 0.5153,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5545, f_measure: 0.0305, kappa: 0.0072, kb_relative_information_score: 104490.2468, mean_absolute_error: 0.1755, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1102, predictive_accuracy: 0.1064, prior_entropy: 3.3219, recall: 0.1064, relative_absolute_error: 0.975, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3974, root_relative_squared_error: 1.3248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9773, f_measure: 0.8141, kappa: 0.795, kb_relative_information_score: 780816.909, mean_absolute_error: 0.0628, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8134, predictive_accuracy: 0.8155, prior_entropy: 3.3219, recall: 0.8155, relative_absolute_error: 0.3487, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1649, root_relative_squared_error: 0.5497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9683, f_measure: 0.7803, kappa: 0.7554, kb_relative_information_score: 714427.8517, mean_absolute_error: 0.0803, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.782, predictive_accuracy: 0.7799, prior_entropy: 3.3219, recall: 0.7799, relative_absolute_error: 0.4464, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1829, root_relative_squared_error: 0.6095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.8177, kappa: 0.7961, kb_relative_information_score: 823916.4194, mean_absolute_error: 0.0448, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8198, predictive_accuracy: 0.8165, prior_entropy: 3.3219, recall: 0.8165, relative_absolute_error: 0.2487, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1616, root_relative_squared_error: 0.5386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5264, f_measure: 0.0834, kappa: 0.0528, kb_relative_information_score: 108405.956, mean_absolute_error: 0.1705, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1105, predictive_accuracy: 0.1474, prior_entropy: 3.3219, recall: 0.1474, relative_absolute_error: 0.9473, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4129, root_relative_squared_error: 1.3765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5527, f_measure: 0.1168, kappa: 0.1052, kb_relative_information_score: 157751.5159, mean_absolute_error: 0.1611, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1102, predictive_accuracy: 0.1946, prior_entropy: 3.3219, recall: 0.1946, relative_absolute_error: 0.8949, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4013, root_relative_squared_error: 1.3378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9591, f_measure: 0.7492, kappa: 0.7224, kb_relative_information_score: 715704.5353, mean_absolute_error: 0.0774, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7487, predictive_accuracy: 0.7502, prior_entropy: 3.3219, recall: 0.7502, relative_absolute_error: 0.4301, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1871, root_relative_squared_error: 0.6237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9771, f_measure: 0.8332, kappa: 0.8142, kb_relative_information_score: 280321.1595, mean_absolute_error: 0.1617, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8337, predictive_accuracy: 0.8328, prior_entropy: 3.3219, recall: 0.8328, relative_absolute_error: 0.8986, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2745, root_relative_squared_error: 0.9149,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7161, f_measure: 0.1366, kappa: 0.1075, kb_relative_information_score: 222809.8089, mean_absolute_error: 0.1666, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.2105, predictive_accuracy: 0.1968, prior_entropy: 3.3219, recall: 0.1968, relative_absolute_error: 0.9257, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2891, root_relative_squared_error: 0.9635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7372, f_measure: 0.2425, kappa: 0.1751, kb_relative_information_score: 289413.9269, mean_absolute_error: 0.15, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.2369, predictive_accuracy: 0.2576, prior_entropy: 3.3219, recall: 0.2576, relative_absolute_error: 0.8332, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3031, root_relative_squared_error: 1.0103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.7416, kappa: 0.7141, kb_relative_information_score: 706941.7772, mean_absolute_error: 0.0791, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.741, predictive_accuracy: 0.7427, prior_entropy: 3.3219, recall: 0.7427, relative_absolute_error: 0.4395, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1878, root_relative_squared_error: 0.626,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9749, f_measure: 0.8161, kappa: 0.7963, kb_relative_information_score: 778439.7126, mean_absolute_error: 0.0635, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8161, predictive_accuracy: 0.8167, prior_entropy: 3.3219, recall: 0.8167, relative_absolute_error: 0.3526, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1661, root_relative_squared_error: 0.5536,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9821, f_measure: 0.8331, kappa: 0.8137, kb_relative_information_score: 843942.7963, mean_absolute_error: 0.0392, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8346, predictive_accuracy: 0.8323, prior_entropy: 3.3219, recall: 0.8323, relative_absolute_error: 0.218, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1547, root_relative_squared_error: 0.5158,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8477, f_measure: 0.5972, kappa: 0.5452, kb_relative_information_score: 558575.9618, mean_absolute_error: 0.0939, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6389, predictive_accuracy: 0.5906, prior_entropy: 3.3219, recall: 0.5906, relative_absolute_error: 0.5219, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2447, root_relative_squared_error: 0.8157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7077, f_measure: 0.0909, kappa: 0.1033, kb_relative_information_score: 212959.0121, mean_absolute_error: 0.1677, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1266, predictive_accuracy: 0.1931, prior_entropy: 3.3219, recall: 0.1931, relative_absolute_error: 0.9315, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2897, root_relative_squared_error: 0.9655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, f_measure: 0.8473, kappa: 0.8306, kb_relative_information_score: 858550.4218, mean_absolute_error: 0.0356, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8474, predictive_accuracy: 0.8476, prior_entropy: 3.3219, recall: 0.8476, relative_absolute_error: 0.1978, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1481, root_relative_squared_error: 0.4936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8031, f_measure: 0.6077, kappa: 0.5613, kb_relative_information_score: 595778.7072, mean_absolute_error: 0.0798, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6143, predictive_accuracy: 0.6052, prior_entropy: 3.3219, recall: 0.6052, relative_absolute_error: 0.4435, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2665, root_relative_squared_error: 0.8882,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8306, f_measure: 0.3936, kappa: 0.3534, kb_relative_information_score: 387642.0355, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.4441, predictive_accuracy: 0.418, prior_entropy: 3.3219, ram_hours: 9.992, recall: 0.418, relative_absolute_error: 0.7179, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2593, root_relative_squared_error: 0.8645, run_cpu_time: 45416.22,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9468, f_measure: 0.6928, kappa: 0.6604, kb_relative_information_score: 655544.6323, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7278, predictive_accuracy: 0.6943, prior_entropy: 3.3219, ram_hours: 0.0086, recall: 0.6943, relative_absolute_error: 0.4963, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2047, root_relative_squared_error: 0.6822, run_cpu_time: 31190.8852,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9839, f_measure: 0.8473, kappa: 0.8301, kb_relative_information_score: 804559.5507, mean_absolute_error: 0.0604, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8476, predictive_accuracy: 0.8471, prior_entropy: 3.3219, ram_hours: 0.0734, recall: 0.8471, relative_absolute_error: 0.3354, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.155, root_relative_squared_error: 0.5168, run_cpu_time: 2476.4387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9468, f_measure: 0.6928, kappa: 0.6604, kb_relative_information_score: 655544.6323, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7278, predictive_accuracy: 0.6943, prior_entropy: 3.3219, ram_hours: 0.0059, recall: 0.6943, relative_absolute_error: 0.4963, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2047, root_relative_squared_error: 0.6822, run_cpu_time: 21572.5387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9468, f_measure: 0.6928, kappa: 0.6604, kb_relative_information_score: 655544.6323, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7278, predictive_accuracy: 0.6943, prior_entropy: 3.3219, ram_hours: 0.0058, recall: 0.6943, relative_absolute_error: 0.4963, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2047, root_relative_squared_error: 0.6822, run_cpu_time: 21046.681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.8576, kappa: 0.842, kb_relative_information_score: 841741.0381, mean_absolute_error: 0.0486, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8575, predictive_accuracy: 0.8578, prior_entropy: 3.3219, ram_hours: 0.0081, recall: 0.8578, relative_absolute_error: 0.27, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1428, root_relative_squared_error: 0.476, run_cpu_time: 1650.75,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1, kappa: -0.0001, kb_relative_information_score: 58772.2452, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1, predictive_accuracy: 0.1, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4243, root_relative_squared_error: 1.4142, run_cpu_time: 17.5646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.8307, kappa: 0.8119, kb_relative_information_score: 841727.9734, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8311, predictive_accuracy: 0.8307, prior_entropy: 3.3219, ram_hours: 0.0001, recall: 0.8307, relative_absolute_error: 0.2143, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.158, root_relative_squared_error: 0.5266, run_cpu_time: 371.9634,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.0358, kappa: -0, kb_relative_information_score: 806.9375, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0702, predictive_accuracy: 0.1004, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1004, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1, run_cpu_time: 21.0817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9823, f_measure: 0.8332, kappa: 0.8139, kb_relative_information_score: 844766.538, mean_absolute_error: 0.0389, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8348, predictive_accuracy: 0.8325, prior_entropy: 3.3219, ram_hours: 0, recall: 0.8325, relative_absolute_error: 0.2161, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1547, root_relative_squared_error: 0.5156, run_cpu_time: 80.9638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9456, f_measure: 0.6903, kappa: 0.6571, kb_relative_information_score: 655252.8525, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7273, predictive_accuracy: 0.6914, prior_entropy: 3.3219, ram_hours: 0.0003, recall: 0.6914, relative_absolute_error: 0.4963, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2048, root_relative_squared_error: 0.6827, run_cpu_time: 1712.06,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8781, f_measure: 0.601, kappa: 0.5705, kb_relative_information_score: 604336.3488, mean_absolute_error: 0.0907, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6136, predictive_accuracy: 0.6135, prior_entropy: 3.3219, ram_hours: 0, recall: 0.6135, relative_absolute_error: 0.504, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2322, root_relative_squared_error: 0.7741, run_cpu_time: 17.7666,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9757, f_measure: 0.8037, kappa: 0.7807, kb_relative_information_score: 813253.8276, mean_absolute_error: 0.0424, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8061, predictive_accuracy: 0.8026, prior_entropy: 3.3219, ram_hours: 0, recall: 0.8026, relative_absolute_error: 0.2356, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1737, root_relative_squared_error: 0.5791, run_cpu_time: 154.2143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5947, f_measure: 0.2407, kappa: 0.1892, kb_relative_information_score: 236859.2612, mean_absolute_error: 0.1459, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.2319, predictive_accuracy: 0.2703, prior_entropy: 3.3219, ram_hours: 0, recall: 0.2703, relative_absolute_error: 0.8108, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3819, root_relative_squared_error: 1.273, run_cpu_time: 16.1159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.882, f_measure: 0.5181, kappa: 0.4708, kb_relative_information_score: 486703.9678, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.5175, predictive_accuracy: 0.5237, prior_entropy: 3.3219, ram_hours: 0, recall: 0.5237, relative_absolute_error: 0.6565, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2457, root_relative_squared_error: 0.819, run_cpu_time: 60.15,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.8139, kappa: 0.7916, kb_relative_information_score: 810488.9364, mean_absolute_error: 0.0499, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8161, predictive_accuracy: 0.8125, prior_entropy: 3.3219, ram_hours: 0.0008, recall: 0.8125, relative_absolute_error: 0.2771, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1629, root_relative_squared_error: 0.543, run_cpu_time: 2373.3201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.8139, kappa: 0.7916, kb_relative_information_score: 810488.9364, mean_absolute_error: 0.0499, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8161, predictive_accuracy: 0.8125, prior_entropy: 3.3219, ram_hours: 0.0009, recall: 0.8125, relative_absolute_error: 0.2771, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1629, root_relative_squared_error: 0.543, run_cpu_time: 2511.2714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9857, f_measure: 0.8413, kappa: 0.8233, kb_relative_information_score: 850763.2219, mean_absolute_error: 0.0404, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8422, predictive_accuracy: 0.8409, prior_entropy: 3.3219, ram_hours: 0.003, recall: 0.8409, relative_absolute_error: 0.2246, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1466, root_relative_squared_error: 0.4887, run_cpu_time: 1638.1172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0182, kb_relative_information_score: 58966.7561, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.01, predictive_accuracy: 0.1001, prior_entropy: 3.3219, ram_hours: 0.2117, recall: 0.1001, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4242, root_relative_squared_error: 1.4141, run_cpu_time: 783.0966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.8541, kappa: 0.8384, kb_relative_information_score: 861429.0512, mean_absolute_error: 0.0376, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8538, predictive_accuracy: 0.8546, prior_entropy: 3.3219, ram_hours: 0.0056, recall: 0.8546, relative_absolute_error: 0.2088, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1417, root_relative_squared_error: 0.4724, run_cpu_time: 1094.0622,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0182, kb_relative_information_score: 58966.7561, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.01, predictive_accuracy: 0.1001, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1001, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4242, root_relative_squared_error: 1.4141, run_cpu_time: 33.55,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5264, f_measure: 0.0835, kappa: 0.0529, kb_relative_information_score: 108498.0138, mean_absolute_error: 0.1705, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1105, predictive_accuracy: 0.1475, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1475, relative_absolute_error: 0.9472, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4129, root_relative_squared_error: 1.3764, run_cpu_time: 17.3244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.959, f_measure: 0.7829, kappa: 0.7581, kb_relative_information_score: 280662.3042, mean_absolute_error: 0.1617, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7852, predictive_accuracy: 0.7823, prior_entropy: 3.3219, ram_hours: 0, recall: 0.7823, relative_absolute_error: 0.8981, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2749, root_relative_squared_error: 0.9162, run_cpu_time: 49.41,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9813, f_measure: 0.8401, kappa: 0.8227, kb_relative_information_score: 850651.8578, mean_absolute_error: 0.0371, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.84, predictive_accuracy: 0.8404, prior_entropy: 3.3219, ram_hours: 0.0001, recall: 0.8404, relative_absolute_error: 0.206, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1527, root_relative_squared_error: 0.5089, run_cpu_time: 196.92,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0182, kb_relative_information_score: 58921.5326, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.01, predictive_accuracy: 0.1001, prior_entropy: 3.3219, ram_hours: 0.0083, recall: 0.1001, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4241, root_relative_squared_error: 1.4137, run_cpu_time: 83.6,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8031, f_measure: 0.6077, kappa: 0.5613, kb_relative_information_score: 595778.7072, mean_absolute_error: 0.0798, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6143, predictive_accuracy: 0.6052, prior_entropy: 3.3219, ram_hours: 0, recall: 0.6052, relative_absolute_error: 0.4435, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2665, root_relative_squared_error: 0.8882, run_cpu_time: 30.7,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5526, f_measure: 0.1167, kappa: 0.1051, kb_relative_information_score: 157700.9038, mean_absolute_error: 0.1611, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1102, predictive_accuracy: 0.1946, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1946, relative_absolute_error: 0.8949, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4014, root_relative_squared_error: 1.3379, run_cpu_time: 15.9663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9813, f_measure: 0.84, kappa: 0.8227, kb_relative_information_score: 850653.4126, mean_absolute_error: 0.0371, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.84, predictive_accuracy: 0.8404, prior_entropy: 3.3219, ram_hours: 0.0001, recall: 0.8404, relative_absolute_error: 0.206, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1527, root_relative_squared_error: 0.5089, run_cpu_time: 121.2436,

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

Given a dataset with a nominal target, various data samples of increasing size are defined. A model is build for each individual data sample; from this a learning curve can be drawn.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
predictions The desired output format Predictions (optional)

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