Task
Supervised Data Stream Classification on BNG(mushroom)

Supervised Data Stream Classification on BNG(mushroom)

Task 160 Supervised Data Stream Classification BNG(mushroom) 304 runs submitted
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  • binstreams ecmlpkdd2015 streamensembles streams streams-full study_11 study_16
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.969, kappa: 0.938, kb_relative_information_score: 819294.4769, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.97, predictive_accuracy: 0.9691, prior_entropy: 1, recall: 0.9691, relative_absolute_error: 0.2084, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1815, root_relative_squared_error: 0.3631,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9691, kappa: 0.938, kb_relative_information_score: 846242.1242, mean_absolute_error: 0.0885, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.97, predictive_accuracy: 0.9691, prior_entropy: 1, recall: 0.9691, relative_absolute_error: 0.177, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1677, root_relative_squared_error: 0.3354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9761, kappa: 0.952, kb_relative_information_score: 893104.4366, mean_absolute_error: 0.0592, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9764, predictive_accuracy: 0.9761, prior_entropy: 1, recall: 0.9761, relative_absolute_error: 0.1184, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1522, root_relative_squared_error: 0.3045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9736, kappa: 0.9471, kb_relative_information_score: 911514.3932, mean_absolute_error: 0.0478, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.974, predictive_accuracy: 0.9736, prior_entropy: 1, recall: 0.9736, relative_absolute_error: 0.0956, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.145, root_relative_squared_error: 0.2899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9843, kappa: 0.9685, kb_relative_information_score: 926239.6553, mean_absolute_error: 0.0396, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9843, predictive_accuracy: 0.9843, prior_entropy: 1, recall: 0.9843, relative_absolute_error: 0.0792, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1344, root_relative_squared_error: 0.2689,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9823, kappa: 0.9646, kb_relative_information_score: 941886.7301, mean_absolute_error: 0.0307, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9824, predictive_accuracy: 0.9823, prior_entropy: 1, recall: 0.9823, relative_absolute_error: 0.0614, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1244, root_relative_squared_error: 0.2489,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.989, kappa: 0.978, kb_relative_information_score: 953702.9469, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.989, predictive_accuracy: 0.989, prior_entropy: 1, recall: 0.989, relative_absolute_error: 0.0464, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.119, root_relative_squared_error: 0.2379,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.989, kappa: 0.978, kb_relative_information_score: 977990, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.989, predictive_accuracy: 0.989, prior_entropy: 1, recall: 0.989, relative_absolute_error: 0.022, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1049, root_relative_squared_error: 0.2098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.969, kappa: 0.938, kb_relative_information_score: 819294.4769, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.97, predictive_accuracy: 0.9691, prior_entropy: 1, recall: 0.9691, relative_absolute_error: 0.2084, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1815, root_relative_squared_error: 0.3631,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9648, kappa: 0.9294, kb_relative_information_score: 889120.9789, mean_absolute_error: 0.0613, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9663, predictive_accuracy: 0.9648, prior_entropy: 1, recall: 0.9648, relative_absolute_error: 0.1226, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1555, root_relative_squared_error: 0.3109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9736, kappa: 0.9471, kb_relative_information_score: 910015.7203, mean_absolute_error: 0.0485, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.974, predictive_accuracy: 0.9736, prior_entropy: 1, recall: 0.9736, relative_absolute_error: 0.097, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1467, root_relative_squared_error: 0.2934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9707, kappa: 0.9412, kb_relative_information_score: 925244.6421, mean_absolute_error: 0.0401, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9717, predictive_accuracy: 0.9707, prior_entropy: 1, recall: 0.9707, relative_absolute_error: 0.0801, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1356, root_relative_squared_error: 0.2713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9823, kappa: 0.9646, kb_relative_information_score: 941370.0144, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9824, predictive_accuracy: 0.9823, prior_entropy: 1, recall: 0.9823, relative_absolute_error: 0.0619, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1252, root_relative_squared_error: 0.2504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9748, kappa: 0.9495, kb_relative_information_score: 953261, mean_absolute_error: 0.0234, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9756, predictive_accuracy: 0.9748, prior_entropy: 1, recall: 0.9748, relative_absolute_error: 0.0467, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1196, root_relative_squared_error: 0.2392,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.989, kappa: 0.9779, kb_relative_information_score: 977936, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.989, predictive_accuracy: 0.989, prior_entropy: 1, recall: 0.989, relative_absolute_error: 0.0221, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.105, root_relative_squared_error: 0.2101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.989, kappa: 0.978, kb_relative_information_score: 977994, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.989, predictive_accuracy: 0.989, prior_entropy: 1, recall: 0.989, relative_absolute_error: 0.022, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1049, root_relative_squared_error: 0.2098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.989, kappa: 0.978, kb_relative_information_score: 977992, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.989, predictive_accuracy: 0.989, prior_entropy: 1, recall: 0.989, relative_absolute_error: 0.022, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1049, root_relative_squared_error: 0.2098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.989, kappa: 0.978, kb_relative_information_score: 977990, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.989, predictive_accuracy: 0.989, prior_entropy: 1, recall: 0.989, relative_absolute_error: 0.022, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1049, root_relative_squared_error: 0.2098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.9882, kappa: 0.9764, kb_relative_information_score: 976440, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9882, predictive_accuracy: 0.9882, prior_entropy: 1, recall: 0.9882, relative_absolute_error: 0.0236, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1085, root_relative_squared_error: 0.2171,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, f_measure: 0.9805, kappa: 0.9609, kb_relative_information_score: 961004, mean_absolute_error: 0.0195, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9805, predictive_accuracy: 0.9805, prior_entropy: 1, recall: 0.9805, relative_absolute_error: 0.039, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1396, root_relative_squared_error: 0.2793,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.989, kappa: 0.978, kb_relative_information_score: 977990, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.989, predictive_accuracy: 0.989, prior_entropy: 1, recall: 0.989, relative_absolute_error: 0.022, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1049, root_relative_squared_error: 0.2098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.989, kappa: 0.9779, kb_relative_information_score: 977936, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.989, predictive_accuracy: 0.989, prior_entropy: 1, recall: 0.989, relative_absolute_error: 0.0221, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.105, root_relative_squared_error: 0.2101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.989, kappa: 0.978, kb_relative_information_score: 977980, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.989, predictive_accuracy: 0.989, prior_entropy: 1, recall: 0.989, relative_absolute_error: 0.022, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1049, root_relative_squared_error: 0.2099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.9837, kappa: 0.9674, kb_relative_information_score: 950613.095, mean_absolute_error: 0.0275, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9837, predictive_accuracy: 0.9837, prior_entropy: 1, recall: 0.9837, relative_absolute_error: 0.055, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1166, root_relative_squared_error: 0.2332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9831, kappa: 0.9661, kb_relative_information_score: 948532.1786, mean_absolute_error: 0.0287, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9831, predictive_accuracy: 0.9831, prior_entropy: 1, recall: 0.9831, relative_absolute_error: 0.0574, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1182, root_relative_squared_error: 0.2364,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.9814, kappa: 0.9628, kb_relative_information_score: 944316.002, mean_absolute_error: 0.0311, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9814, predictive_accuracy: 0.9814, prior_entropy: 1, recall: 0.9814, relative_absolute_error: 0.0622, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1218, root_relative_squared_error: 0.2436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9789, kappa: 0.9578, kb_relative_information_score: 937156.149, mean_absolute_error: 0.0353, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.979, predictive_accuracy: 0.9789, prior_entropy: 1, recall: 0.9789, relative_absolute_error: 0.0705, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1277, root_relative_squared_error: 0.2554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9495, kappa: 0.8989, kb_relative_information_score: 881948.0468, mean_absolute_error: 0.061, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9499, predictive_accuracy: 0.9494, prior_entropy: 1, recall: 0.9494, relative_absolute_error: 0.1219, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1851, root_relative_squared_error: 0.3701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.989, kappa: 0.978, kb_relative_information_score: 977982, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.989, predictive_accuracy: 0.989, prior_entropy: 1, recall: 0.989, relative_absolute_error: 0.022, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1049, root_relative_squared_error: 0.2098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.989, kappa: 0.978, kb_relative_information_score: 977990, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.989, predictive_accuracy: 0.989, prior_entropy: 1, recall: 0.989, relative_absolute_error: 0.022, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1049, root_relative_squared_error: 0.2098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, f_measure: 0.9843, kappa: 0.9687, kb_relative_information_score: 968696, mean_absolute_error: 0.0157, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9844, predictive_accuracy: 0.9843, prior_entropy: 1, recall: 0.9843, relative_absolute_error: 0.0313, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1251, root_relative_squared_error: 0.2502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9387, f_measure: 0.9398, kappa: 0.8795, kb_relative_information_score: 879954, mean_absolute_error: 0.06, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9417, predictive_accuracy: 0.94, prior_entropy: 1, recall: 0.94, relative_absolute_error: 0.12, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.245, root_relative_squared_error: 0.49,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.989, kappa: 0.978, kb_relative_information_score: 977980, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.989, predictive_accuracy: 0.989, prior_entropy: 1, recall: 0.989, relative_absolute_error: 0.022, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1049, root_relative_squared_error: 0.2099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9659, kappa: 0.9316, kb_relative_information_score: 799350.798, mean_absolute_error: 0.1136, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9666, predictive_accuracy: 0.9659, prior_entropy: 1, recall: 0.9659, relative_absolute_error: 0.2271, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2005, root_relative_squared_error: 0.4009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9659, kappa: 0.9316, kb_relative_information_score: 835636.2771, mean_absolute_error: 0.0934, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9666, predictive_accuracy: 0.9659, prior_entropy: 1, recall: 0.9659, relative_absolute_error: 0.1867, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1799, root_relative_squared_error: 0.3598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9785, kappa: 0.9569, kb_relative_information_score: 904780.2032, mean_absolute_error: 0.0505, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9786, predictive_accuracy: 0.9785, prior_entropy: 1, recall: 0.9785, relative_absolute_error: 0.1011, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1556, root_relative_squared_error: 0.3113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9746, kappa: 0.9492, kb_relative_information_score: 924815.133, mean_absolute_error: 0.0395, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9748, predictive_accuracy: 0.9747, prior_entropy: 1, recall: 0.9747, relative_absolute_error: 0.0789, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1423, root_relative_squared_error: 0.2845,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.989, kappa: 0.9779, kb_relative_information_score: 953517.8845, mean_absolute_error: 0.0233, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.989, predictive_accuracy: 0.989, prior_entropy: 1, recall: 0.989, relative_absolute_error: 0.0466, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.119, root_relative_squared_error: 0.238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.989, kappa: 0.9779, kb_relative_information_score: 977948, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.989, predictive_accuracy: 0.989, prior_entropy: 1, recall: 0.989, relative_absolute_error: 0.0221, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.105, root_relative_squared_error: 0.21,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9659, kappa: 0.9316, kb_relative_information_score: 799350.798, mean_absolute_error: 0.1136, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9666, predictive_accuracy: 0.9659, prior_entropy: 1, recall: 0.9659, relative_absolute_error: 0.2271, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2005, root_relative_squared_error: 0.4009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.959, kappa: 0.9179, kb_relative_information_score: 902535.2845, mean_absolute_error: 0.0516, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9609, predictive_accuracy: 0.9591, prior_entropy: 1, recall: 0.9591, relative_absolute_error: 0.1031, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1581, root_relative_squared_error: 0.3163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9746, kappa: 0.9492, kb_relative_information_score: 923377.8142, mean_absolute_error: 0.0401, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9748, predictive_accuracy: 0.9747, prior_entropy: 1, recall: 0.9747, relative_absolute_error: 0.0802, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1442, root_relative_squared_error: 0.2884,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9755, kappa: 0.9509, kb_relative_information_score: 953061, mean_absolute_error: 0.0235, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9762, predictive_accuracy: 0.9755, prior_entropy: 1, recall: 0.9755, relative_absolute_error: 0.0469, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1197, root_relative_squared_error: 0.2394,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.989, kappa: 0.9779, kb_relative_information_score: 977948, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.989, predictive_accuracy: 0.989, prior_entropy: 1, recall: 0.989, relative_absolute_error: 0.0221, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.105, root_relative_squared_error: 0.21,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.9884, kappa: 0.9768, kb_relative_information_score: 976804, mean_absolute_error: 0.0116, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9884, predictive_accuracy: 0.9884, prior_entropy: 1, recall: 0.9884, relative_absolute_error: 0.0232, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1077, root_relative_squared_error: 0.2154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.9825, kappa: 0.9649, kb_relative_information_score: 964986, mean_absolute_error: 0.0175, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9825, predictive_accuracy: 0.9825, prior_entropy: 1, recall: 0.9825, relative_absolute_error: 0.035, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1323, root_relative_squared_error: 0.2646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.989, kappa: 0.9779, kb_relative_information_score: 977946, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.989, predictive_accuracy: 0.989, prior_entropy: 1, recall: 0.989, relative_absolute_error: 0.0221, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.105, root_relative_squared_error: 0.21,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, f_measure: 0.9851, kappa: 0.9702, kb_relative_information_score: 970198, mean_absolute_error: 0.0149, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9851, predictive_accuracy: 0.9851, prior_entropy: 1, recall: 0.9851, relative_absolute_error: 0.0298, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1221, root_relative_squared_error: 0.2441,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.941, f_measure: 0.9421, kappa: 0.8841, kb_relative_information_score: 884504, mean_absolute_error: 0.0577, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.944, predictive_accuracy: 0.9423, prior_entropy: 1, recall: 0.9423, relative_absolute_error: 0.1155, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2403, root_relative_squared_error: 0.4806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9097, f_measure: 0.9103, kappa: 0.8203, kb_relative_information_score: 820720, mean_absolute_error: 0.0896, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9106, predictive_accuracy: 0.9104, prior_entropy: 1, recall: 0.9104, relative_absolute_error: 0.1793, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2994, root_relative_squared_error: 0.5988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9889, kappa: 0.9779, kb_relative_information_score: 977892, mean_absolute_error: 0.0111, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9889, predictive_accuracy: 0.9889, prior_entropy: 1, recall: 0.9889, relative_absolute_error: 0.0221, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1051, root_relative_squared_error: 0.2103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.989, kappa: 0.9779, kb_relative_information_score: 977946, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.989, predictive_accuracy: 0.989, prior_entropy: 1, recall: 0.989, relative_absolute_error: 0.0221, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.105, root_relative_squared_error: 0.21,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.989, kappa: 0.9779, kb_relative_information_score: 977948, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.989, predictive_accuracy: 0.989, prior_entropy: 1, recall: 0.989, relative_absolute_error: 0.0221, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.105, root_relative_squared_error: 0.21,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.989, kappa: 0.9779, kb_relative_information_score: 977942, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.989, predictive_accuracy: 0.989, prior_entropy: 1, recall: 0.989, relative_absolute_error: 0.0221, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.105, root_relative_squared_error: 0.21,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9889, kappa: 0.9779, kb_relative_information_score: 977892, mean_absolute_error: 0.0111, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9889, predictive_accuracy: 0.9889, prior_entropy: 1, recall: 0.9889, relative_absolute_error: 0.0221, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1051, root_relative_squared_error: 0.2103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.989, kappa: 0.9779, kb_relative_information_score: 977950, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.989, predictive_accuracy: 0.989, prior_entropy: 1, recall: 0.989, relative_absolute_error: 0.0221, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.105, root_relative_squared_error: 0.21,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.989, kappa: 0.9779, kb_relative_information_score: 977954, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.989, predictive_accuracy: 0.989, prior_entropy: 1, recall: 0.989, relative_absolute_error: 0.022, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.105, root_relative_squared_error: 0.21,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.989, kappa: 0.9779, kb_relative_information_score: 977948, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.989, predictive_accuracy: 0.989, prior_entropy: 1, recall: 0.989, relative_absolute_error: 0.0221, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.105, root_relative_squared_error: 0.21,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9896, kappa: 0.9792, kb_relative_information_score: 971408.7886, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9896, predictive_accuracy: 0.9896, prior_entropy: 1, recall: 0.9896, relative_absolute_error: 0.0309, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0883, root_relative_squared_error: 0.1767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9896, kappa: 0.9792, kb_relative_information_score: 971468.3252, mean_absolute_error: 0.0154, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9896, predictive_accuracy: 0.9896, prior_entropy: 1, recall: 0.9896, relative_absolute_error: 0.0309, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0879, root_relative_squared_error: 0.1759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.989, kappa: 0.9779, kb_relative_information_score: 972169.5059, mean_absolute_error: 0.0148, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.989, predictive_accuracy: 0.989, prior_entropy: 1, recall: 0.989, relative_absolute_error: 0.0295, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0905, root_relative_squared_error: 0.181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9897, kappa: 0.9794, kb_relative_information_score: 973116.782, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9897, predictive_accuracy: 0.9897, prior_entropy: 1, recall: 0.9897, relative_absolute_error: 0.0286, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0877, root_relative_squared_error: 0.1755,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9897, kappa: 0.9793, kb_relative_information_score: 971408.1583, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9897, predictive_accuracy: 0.9897, prior_entropy: 1, recall: 0.9897, relative_absolute_error: 0.031, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0879, root_relative_squared_error: 0.1758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9897, kappa: 0.9795, kb_relative_information_score: 971487.3655, mean_absolute_error: 0.0154, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9898, predictive_accuracy: 0.9897, prior_entropy: 1, recall: 0.9897, relative_absolute_error: 0.0309, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0876, root_relative_squared_error: 0.1753,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9893, kappa: 0.9785, kb_relative_information_score: 972802.6277, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9893, predictive_accuracy: 0.9893, prior_entropy: 1, recall: 0.9893, relative_absolute_error: 0.0289, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0886, root_relative_squared_error: 0.1771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9892, kappa: 0.9784, kb_relative_information_score: 972655.8155, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9892, predictive_accuracy: 0.9892, prior_entropy: 1, recall: 0.9892, relative_absolute_error: 0.0291, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0887, root_relative_squared_error: 0.1773,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, f_measure: 0.9749, kappa: 0.9497, kb_relative_information_score: 916713.3278, mean_absolute_error: 0.0476, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9751, predictive_accuracy: 0.9749, prior_entropy: 1, recall: 0.9749, relative_absolute_error: 0.0952, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1546, root_relative_squared_error: 0.3093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9811, kappa: 0.9622, kb_relative_information_score: 946945.856, mean_absolute_error: 0.0284, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9811, predictive_accuracy: 0.9811, prior_entropy: 1, recall: 0.9811, relative_absolute_error: 0.0567, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1209, root_relative_squared_error: 0.2418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9809, kappa: 0.9617, kb_relative_information_score: 951175.8371, mean_absolute_error: 0.0257, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9809, predictive_accuracy: 0.9809, prior_entropy: 1, recall: 0.9809, relative_absolute_error: 0.0513, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1222, root_relative_squared_error: 0.2443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9789, kappa: 0.9577, kb_relative_information_score: 937260.7001, mean_absolute_error: 0.0347, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9789, predictive_accuracy: 0.9789, prior_entropy: 1, recall: 0.9789, relative_absolute_error: 0.0694, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1272, root_relative_squared_error: 0.2545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.9837, kappa: 0.9674, kb_relative_information_score: 950790.8037, mean_absolute_error: 0.0274, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9837, predictive_accuracy: 0.9837, prior_entropy: 1, recall: 0.9837, relative_absolute_error: 0.0547, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1166, root_relative_squared_error: 0.2332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8814, f_measure: 0.8778, kappa: 0.7581, kb_relative_information_score: 630354.3441, mean_absolute_error: 0.202, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8918, predictive_accuracy: 0.8784, prior_entropy: 1, recall: 0.8784, relative_absolute_error: 0.4039, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3185, root_relative_squared_error: 0.637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9819, kappa: 0.9637, kb_relative_information_score: 945849.3226, mean_absolute_error: 0.0302, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9819, predictive_accuracy: 0.9819, prior_entropy: 1, recall: 0.9819, relative_absolute_error: 0.0603, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1216, root_relative_squared_error: 0.2431,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9745, f_measure: 0.9749, kappa: 0.9498, kb_relative_information_score: 949849.1957, mean_absolute_error: 0.0251, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9751, predictive_accuracy: 0.9749, prior_entropy: 1, recall: 0.9749, relative_absolute_error: 0.0502, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1583, root_relative_squared_error: 0.3167,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.989, kappa: 0.9779, kb_relative_information_score: 972504.3459, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.989, predictive_accuracy: 0.989, prior_entropy: 1, recall: 0.989, relative_absolute_error: 0.0293, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0944, root_relative_squared_error: 0.1889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8784, f_measure: 0.8785, kappa: 0.7568, kb_relative_information_score: 757074, mean_absolute_error: 0.1215, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8785, predictive_accuracy: 0.8785, prior_entropy: 1, recall: 0.8785, relative_absolute_error: 0.2429, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3485, root_relative_squared_error: 0.697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9095, f_measure: 0.8795, kappa: 0.7586, kb_relative_information_score: 728008.0548, mean_absolute_error: 0.1401, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8795, predictive_accuracy: 0.8795, prior_entropy: 1, recall: 0.8795, relative_absolute_error: 0.2802, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3229, root_relative_squared_error: 0.6457,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9122, f_measure: 0.9132, kappa: 0.8261, kb_relative_information_score: 826708, mean_absolute_error: 0.0866, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9144, predictive_accuracy: 0.9134, prior_entropy: 1, recall: 0.9134, relative_absolute_error: 0.1733, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2944, root_relative_squared_error: 0.5887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9466, f_measure: 0.8896, kappa: 0.7789, kb_relative_information_score: 643617.5258, mean_absolute_error: 0.1954, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8914, predictive_accuracy: 0.8899, prior_entropy: 1, recall: 0.8899, relative_absolute_error: 0.3909, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2919, root_relative_squared_error: 0.5838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.9641, kappa: 0.9281, kb_relative_information_score: 911406.9267, mean_absolute_error: 0.0462, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9641, predictive_accuracy: 0.9641, prior_entropy: 1, recall: 0.9641, relative_absolute_error: 0.0923, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.158, root_relative_squared_error: 0.316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9845, f_measure: 0.9761, kappa: 0.9521, kb_relative_information_score: 951030.6668, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9762, predictive_accuracy: 0.9761, prior_entropy: 1, recall: 0.9761, relative_absolute_error: 0.0493, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.142, root_relative_squared_error: 0.2841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.9687, kappa: 0.9373, kb_relative_information_score: 922741.2495, mean_absolute_error: 0.0403, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9688, predictive_accuracy: 0.9687, prior_entropy: 1, recall: 0.9687, relative_absolute_error: 0.0806, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1479, root_relative_squared_error: 0.2957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.989, kappa: 0.978, kb_relative_information_score: 972468.1673, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.989, predictive_accuracy: 0.989, prior_entropy: 1, recall: 0.989, relative_absolute_error: 0.0293, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0943, root_relative_squared_error: 0.1886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7153, f_measure: 0.4608, kappa: -0.001, kb_relative_information_score: 271068.1541, mean_absolute_error: 0.3645, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4999, predictive_accuracy: 0.5106, prior_entropy: 1, recall: 0.5106, relative_absolute_error: 0.7289, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5104, root_relative_squared_error: 1.0209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.354, kappa: 0, kb_relative_information_score: 1962.8537, mean_absolute_error: 0.4993, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.502, predictive_accuracy: 0.5183, prior_entropy: 1, recall: 0.5183, relative_absolute_error: 0.9986, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4997, root_relative_squared_error: 0.9993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5005, f_measure: 0.5012, kappa: 0.001, kb_relative_information_score: 2380, mean_absolute_error: 0.4988, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5012, predictive_accuracy: 0.5012, prior_entropy: 1, recall: 0.5012, relative_absolute_error: 0.9976, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7063, root_relative_squared_error: 1.4125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9508, kappa: 0.9014, kb_relative_information_score: 874434.456, mean_absolute_error: 0.0657, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9512, predictive_accuracy: 0.9508, prior_entropy: 1, recall: 0.9508, relative_absolute_error: 0.1315, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1859, root_relative_squared_error: 0.3718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9888, kappa: 0.9776, kb_relative_information_score: 972663.4372, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9888, predictive_accuracy: 0.9888, prior_entropy: 1, recall: 0.9888, relative_absolute_error: 0.0289, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0952, root_relative_squared_error: 0.1903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.989, kappa: 0.9779, kb_relative_information_score: 972504.3459, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.989, predictive_accuracy: 0.989, prior_entropy: 1, recall: 0.989, relative_absolute_error: 0.0293, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0944, root_relative_squared_error: 0.1889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9448, f_measure: 0.8874, kappa: 0.7744, kb_relative_information_score: 667191.3131, mean_absolute_error: 0.1755, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8888, predictive_accuracy: 0.8876, prior_entropy: 1, recall: 0.8876, relative_absolute_error: 0.351, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2912, root_relative_squared_error: 0.5824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.927, kappa: 0.8539, kb_relative_information_score: 852415.7375, mean_absolute_error: 0.0741, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9324, predictive_accuracy: 0.9274, prior_entropy: 1, recall: 0.9274, relative_absolute_error: 0.1482, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.247, root_relative_squared_error: 0.4941,

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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