OpenML
Supervised Classification on nomao

Supervised Classification on nomao

Task 145854 Supervised Classification nomao 32334 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1853.9121, usercpu_time_millis: 3.242, usercpu_time_millis_testing: 0.272, usercpu_time_millis_training: 2.97,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, f_measure: 0.9428, kappa: 0.8594, kb_relative_information_score: 26856.1185, mean_absolute_error: 0.0938, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9427, predictive_accuracy: 0.943, prior_entropy: 0.863, recall: 0.943, relative_absolute_error: 0.23, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2046, root_relative_squared_error: 0.4529, scimark_benchmark: 1738.6294, usercpu_time_millis: 35.085, usercpu_time_millis_testing: 0.286, usercpu_time_millis_training: 34.799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9812, f_measure: 0.9367, kappa: 0.8442, kb_relative_information_score: 24969.9301, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9366, predictive_accuracy: 0.937, prior_entropy: 0.863, recall: 0.937, relative_absolute_error: 0.293, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.221, root_relative_squared_error: 0.4894, scimark_benchmark: 1853.9121, usercpu_time_millis: 12.171, usercpu_time_millis_testing: 0.269, usercpu_time_millis_training: 11.902,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, f_measure: 0.9353, kappa: 0.8406, kb_relative_information_score: 24378.7499, mean_absolute_error: 0.1278, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9352, predictive_accuracy: 0.9356, prior_entropy: 0.863, recall: 0.9356, relative_absolute_error: 0.3131, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2254, root_relative_squared_error: 0.499, scimark_benchmark: 1730.1903, usercpu_time_millis: 11.209, usercpu_time_millis_testing: 0.312, usercpu_time_millis_training: 10.897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9717, f_measure: 0.9098, kappa: 0.7743, kb_relative_information_score: 17754.3735, mean_absolute_error: 0.2184, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9117, predictive_accuracy: 0.912, prior_entropy: 0.863, recall: 0.912, relative_absolute_error: 0.5352, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.28, root_relative_squared_error: 0.6199, scimark_benchmark: 1853.454, usercpu_time_millis: 4.335, usercpu_time_millis_testing: 0.279, usercpu_time_millis_training: 4.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1776.9023, usercpu_time_millis: 3.229, usercpu_time_millis_testing: 0.292, usercpu_time_millis_training: 2.937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1850.2875, usercpu_time_millis: 3.025, usercpu_time_millis_testing: 0.272, usercpu_time_millis_training: 2.753,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.947, kappa: 0.87, kb_relative_information_score: 27804.1675, mean_absolute_error: 0.0811, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.947, predictive_accuracy: 0.9471, prior_entropy: 0.863, recall: 0.9471, relative_absolute_error: 0.1986, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.196, root_relative_squared_error: 0.4339, scimark_benchmark: 1711.6042, usercpu_time_millis: 82.996, usercpu_time_millis_testing: 0.324, usercpu_time_millis_training: 82.672,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1777.2171, usercpu_time_millis: 3.19, usercpu_time_millis_testing: 0.288, usercpu_time_millis_training: 2.902,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.9466, kappa: 0.8689, kb_relative_information_score: 27733.686, mean_absolute_error: 0.082, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9465, predictive_accuracy: 0.9467, prior_entropy: 0.863, recall: 0.9467, relative_absolute_error: 0.2009, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1966, root_relative_squared_error: 0.4352, scimark_benchmark: 1706.0737, usercpu_time_millis: 73.758, usercpu_time_millis_testing: 0.312, usercpu_time_millis_training: 73.446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9267, f_measure: 0.5954, kb_relative_information_score: 4159.5878, mean_absolute_error: 0.3711, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 0.9095, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4127, root_relative_squared_error: 0.9137, scimark_benchmark: 1850.8185, usercpu_time_millis: 3.255, usercpu_time_millis_testing: 0.276, usercpu_time_millis_training: 2.979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1853.9121, usercpu_time_millis: 3.047, usercpu_time_millis_testing: 0.287, usercpu_time_millis_training: 2.76,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, f_measure: 0.9425, kappa: 0.8586, kb_relative_information_score: 26821.2946, mean_absolute_error: 0.0943, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9424, predictive_accuracy: 0.9427, prior_entropy: 0.863, recall: 0.9427, relative_absolute_error: 0.2311, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2053, root_relative_squared_error: 0.4545, scimark_benchmark: 1726.3653, usercpu_time_millis: 32.388, usercpu_time_millis_testing: 0.303, usercpu_time_millis_training: 32.085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9459, kappa: 0.8671, kb_relative_information_score: 27514.6902, mean_absolute_error: 0.0849, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9458, predictive_accuracy: 0.946, prior_entropy: 0.863, recall: 0.946, relative_absolute_error: 0.208, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1992, root_relative_squared_error: 0.4411, scimark_benchmark: 1851.3287, usercpu_time_millis: 57.771, usercpu_time_millis_testing: 0.275, usercpu_time_millis_training: 57.496,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9781, f_measure: 0.929, kappa: 0.8241, kb_relative_information_score: 21915.0644, mean_absolute_error: 0.1619, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9292, predictive_accuracy: 0.9299, prior_entropy: 0.863, recall: 0.9299, relative_absolute_error: 0.3968, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2443, root_relative_squared_error: 0.5409, scimark_benchmark: 1736.5552, usercpu_time_millis: 8.112, usercpu_time_millis_testing: 0.296, usercpu_time_millis_training: 7.816,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1849.9968, usercpu_time_millis: 3.223, usercpu_time_millis_testing: 0.291, usercpu_time_millis_training: 2.932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1849.5386, usercpu_time_millis: 3.225, usercpu_time_millis_testing: 0.291, usercpu_time_millis_training: 2.934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9783, f_measure: 0.9288, kappa: 0.8237, kb_relative_information_score: 21957.7067, mean_absolute_error: 0.1614, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9291, predictive_accuracy: 0.9297, prior_entropy: 0.863, recall: 0.9297, relative_absolute_error: 0.3955, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.244, root_relative_squared_error: 0.5401, scimark_benchmark: 1837.2944, usercpu_time_millis: 8.128, usercpu_time_millis_testing: 0.285, usercpu_time_millis_training: 7.843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1777.4381, usercpu_time_millis: 3.121, usercpu_time_millis_testing: 0.281, usercpu_time_millis_training: 2.84,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9592, f_measure: 0.8777, kappa: 0.6913, kb_relative_information_score: 13166.523, mean_absolute_error: 0.2742, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8833, predictive_accuracy: 0.883, prior_entropy: 0.863, recall: 0.883, relative_absolute_error: 0.6718, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3244, root_relative_squared_error: 0.7181, scimark_benchmark: 1854.4951, usercpu_time_millis: 3.437, usercpu_time_millis_testing: 0.274, usercpu_time_millis_training: 3.163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1729.3047, usercpu_time_millis: 3.239, usercpu_time_millis_testing: 0.293, usercpu_time_millis_training: 2.946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9462, kappa: 0.8679, kb_relative_information_score: 27654.9364, mean_absolute_error: 0.0831, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9461, predictive_accuracy: 0.9463, prior_entropy: 0.863, recall: 0.9463, relative_absolute_error: 0.2036, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1973, root_relative_squared_error: 0.4367, scimark_benchmark: 1847.57, usercpu_time_millis: 63.936, usercpu_time_millis_testing: 0.276, usercpu_time_millis_training: 63.66,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9446, kappa: 0.8639, kb_relative_information_score: 27374.2034, mean_absolute_error: 0.0869, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9445, predictive_accuracy: 0.9447, prior_entropy: 0.863, recall: 0.9447, relative_absolute_error: 0.2128, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1997, root_relative_squared_error: 0.4421, scimark_benchmark: 1857.5664, usercpu_time_millis: 52.193, usercpu_time_millis_testing: 0.281, usercpu_time_millis_training: 51.912,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1853.454, usercpu_time_millis: 3.021, usercpu_time_millis_testing: 0.271, usercpu_time_millis_training: 2.75,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1785.368, usercpu_time_millis: 3.124, usercpu_time_millis_testing: 0.283, usercpu_time_millis_training: 2.841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1776.1848, usercpu_time_millis: 3.199, usercpu_time_millis_testing: 0.291, usercpu_time_millis_training: 2.908,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1747.2087, usercpu_time_millis: 3.135, usercpu_time_millis_testing: 0.28, usercpu_time_millis_training: 2.855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, f_measure: 0.9433, kappa: 0.8607, kb_relative_information_score: 26931.0246, mean_absolute_error: 0.0928, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9432, predictive_accuracy: 0.9435, prior_entropy: 0.863, recall: 0.9435, relative_absolute_error: 0.2274, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2042, root_relative_squared_error: 0.452, scimark_benchmark: 1843.8965, usercpu_time_millis: 34.26, usercpu_time_millis_testing: 0.285, usercpu_time_millis_training: 33.975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1854.6878, usercpu_time_millis: 3.116, usercpu_time_millis_testing: 0.286, usercpu_time_millis_training: 2.83,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9762, f_measure: 0.9253, kappa: 0.8143, kb_relative_information_score: 21351.8627, mean_absolute_error: 0.1693, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9261, predictive_accuracy: 0.9266, prior_entropy: 0.863, recall: 0.9266, relative_absolute_error: 0.4148, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2485, root_relative_squared_error: 0.5502, scimark_benchmark: 1854.1098, usercpu_time_millis: 4.749, usercpu_time_millis_testing: 0.278, usercpu_time_millis_training: 4.471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1755.1983, usercpu_time_millis: 3.133, usercpu_time_millis_testing: 0.281, usercpu_time_millis_training: 2.852,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.9386, kappa: 0.849, kb_relative_information_score: 25678.8147, mean_absolute_error: 0.1099, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9385, predictive_accuracy: 0.9389, prior_entropy: 0.863, recall: 0.9389, relative_absolute_error: 0.2693, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2152, root_relative_squared_error: 0.4764, scimark_benchmark: 1751.0518, usercpu_time_millis: 16.536, usercpu_time_millis_testing: 0.285, usercpu_time_millis_training: 16.251,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1848.0027, usercpu_time_millis: 3.202, usercpu_time_millis_testing: 0.295, usercpu_time_millis_training: 2.907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1711.7139, usercpu_time_millis: 3.582, usercpu_time_millis_testing: 0.331, usercpu_time_millis_training: 3.251,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.9446, kappa: 0.8639, kb_relative_information_score: 27243.6003, mean_absolute_error: 0.0886, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9445, predictive_accuracy: 0.9448, prior_entropy: 0.863, recall: 0.9448, relative_absolute_error: 0.2171, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2014, root_relative_squared_error: 0.4459, scimark_benchmark: 1762.0704, usercpu_time_millis: 45.268, usercpu_time_millis_testing: 0.285, usercpu_time_millis_training: 44.983,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1852.9259, usercpu_time_millis: 3.026, usercpu_time_millis_testing: 0.275, usercpu_time_millis_training: 2.751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1727.6418, usercpu_time_millis: 3.218, usercpu_time_millis_testing: 0.297, usercpu_time_millis_training: 2.921,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9748, f_measure: 0.9224, kappa: 0.8067, kb_relative_information_score: 20065.6983, mean_absolute_error: 0.1871, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9233, predictive_accuracy: 0.9238, prior_entropy: 0.863, recall: 0.9238, relative_absolute_error: 0.4585, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2593, root_relative_squared_error: 0.5741, scimark_benchmark: 1809.5149, usercpu_time_millis: 5.407, usercpu_time_millis_testing: 0.281, usercpu_time_millis_training: 5.126,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1850.2875, usercpu_time_millis: 3.001, usercpu_time_millis_testing: 0.268, usercpu_time_millis_training: 2.733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1845.4698, usercpu_time_millis: 3.051, usercpu_time_millis_testing: 0.273, usercpu_time_millis_training: 2.778,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9733, f_measure: 0.9191, kappa: 0.7981, kb_relative_information_score: 18843.1085, mean_absolute_error: 0.2038, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9208, predictive_accuracy: 0.9209, prior_entropy: 0.863, recall: 0.9209, relative_absolute_error: 0.4994, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.27, root_relative_squared_error: 0.5978, scimark_benchmark: 1731.3466, usercpu_time_millis: 4.428, usercpu_time_millis_testing: 0.28, usercpu_time_millis_training: 4.148,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1738.3571, usercpu_time_millis: 3.211, usercpu_time_millis_testing: 0.289, usercpu_time_millis_training: 2.922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.978, f_measure: 0.9299, kappa: 0.8263, kb_relative_information_score: 22890.5613, mean_absolute_error: 0.1477, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9301, predictive_accuracy: 0.9307, prior_entropy: 0.863, recall: 0.9307, relative_absolute_error: 0.3619, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2366, root_relative_squared_error: 0.5238, scimark_benchmark: 1735.2934, usercpu_time_millis: 6.423, usercpu_time_millis_testing: 0.305, usercpu_time_millis_training: 6.118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.9429, kappa: 0.8596, kb_relative_information_score: 26844.7444, mean_absolute_error: 0.094, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9428, predictive_accuracy: 0.9431, prior_entropy: 0.863, recall: 0.9431, relative_absolute_error: 0.2303, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2048, root_relative_squared_error: 0.4535, scimark_benchmark: 1829.5739, usercpu_time_millis: 29.664, usercpu_time_millis_testing: 0.282, usercpu_time_millis_training: 29.382,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.9449, kappa: 0.8647, kb_relative_information_score: 27359.9842, mean_absolute_error: 0.0869, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9448, predictive_accuracy: 0.9451, prior_entropy: 0.863, recall: 0.9451, relative_absolute_error: 0.213, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2009, root_relative_squared_error: 0.4447, scimark_benchmark: 1733.8711, usercpu_time_millis: 47.852, usercpu_time_millis_testing: 0.298, usercpu_time_millis_training: 47.554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9635, f_measure: 0.8432, kappa: 0.5974, kb_relative_information_score: 12107.0952, mean_absolute_error: 0.2881, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8748, predictive_accuracy: 0.8583, prior_entropy: 0.863, recall: 0.8583, relative_absolute_error: 0.706, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3343, root_relative_squared_error: 0.7401, scimark_benchmark: 1733.7613, usercpu_time_millis: 3.791, usercpu_time_millis_testing: 0.299, usercpu_time_millis_training: 3.492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1922.1952, usercpu_time_millis: 2.839, usercpu_time_millis_testing: 0.253, usercpu_time_millis_training: 2.586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9763, f_measure: 0.926, kappa: 0.8162, kb_relative_information_score: 21936.3675, mean_absolute_error: 0.1607, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9266, predictive_accuracy: 0.9272, prior_entropy: 0.863, recall: 0.9272, relative_absolute_error: 0.3938, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2443, root_relative_squared_error: 0.5409, scimark_benchmark: 1856.6531, usercpu_time_millis: 4.817, usercpu_time_millis_testing: 0.271, usercpu_time_millis_training: 4.546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1731.9373, usercpu_time_millis: 3.31, usercpu_time_millis_testing: 0.306, usercpu_time_millis_training: 3.004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1849.8294, usercpu_time_millis: 2.998, usercpu_time_millis_testing: 0.269, usercpu_time_millis_training: 2.729,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9813, f_measure: 0.9368, kappa: 0.8443, kb_relative_information_score: 24408.2228, mean_absolute_error: 0.1278, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9367, predictive_accuracy: 0.9371, prior_entropy: 0.863, recall: 0.9371, relative_absolute_error: 0.3132, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2241, root_relative_squared_error: 0.4962, scimark_benchmark: 1851.3018, usercpu_time_millis: 12.093, usercpu_time_millis_testing: 0.275, usercpu_time_millis_training: 11.818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1862.3618, usercpu_time_millis: 2.97, usercpu_time_millis_testing: 0.267, usercpu_time_millis_training: 2.703,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1836.4228, usercpu_time_millis: 3.051, usercpu_time_millis_testing: 0.273, usercpu_time_millis_training: 2.778,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1855.0989, usercpu_time_millis: 3.015, usercpu_time_millis_testing: 0.269, usercpu_time_millis_training: 2.746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1839.5651, usercpu_time_millis: 3.157, usercpu_time_millis_testing: 0.289, usercpu_time_millis_training: 2.868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1851.7468, usercpu_time_millis: 3.004, usercpu_time_millis_testing: 0.272, usercpu_time_millis_training: 2.732,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9767, f_measure: 0.9244, kappa: 0.812, kb_relative_information_score: 20885.245, mean_absolute_error: 0.1759, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9251, predictive_accuracy: 0.9256, prior_entropy: 0.863, recall: 0.9256, relative_absolute_error: 0.431, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.253, root_relative_squared_error: 0.5602, scimark_benchmark: 1753.8849, usercpu_time_millis: 7.063, usercpu_time_millis_testing: 0.304, usercpu_time_millis_training: 6.759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.936, f_measure: 0.5954, kb_relative_information_score: 3455.7908, mean_absolute_error: 0.3779, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 0.9261, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4195, root_relative_squared_error: 0.9287, scimark_benchmark: 1876.8796, usercpu_time_millis: 3.094, usercpu_time_millis_testing: 0.263, usercpu_time_millis_training: 2.831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1756.3655, usercpu_time_millis: 3.213, usercpu_time_millis_testing: 0.293, usercpu_time_millis_training: 2.92,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9693, f_measure: 0.9009, kappa: 0.7526, kb_relative_information_score: 17785.2994, mean_absolute_error: 0.2172, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9018, predictive_accuracy: 0.903, prior_entropy: 0.863, recall: 0.903, relative_absolute_error: 0.5323, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2808, root_relative_squared_error: 0.6217, scimark_benchmark: 1881.1782, usercpu_time_millis: 3.593, usercpu_time_millis_testing: 0.265, usercpu_time_millis_training: 3.328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1928.8855, usercpu_time_millis: 2.918, usercpu_time_millis_testing: 0.263, usercpu_time_millis_training: 2.655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.947, kappa: 0.8698, kb_relative_information_score: 27780.1596, mean_absolute_error: 0.0814, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9469, predictive_accuracy: 0.9471, prior_entropy: 0.863, recall: 0.9471, relative_absolute_error: 0.1994, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1964, root_relative_squared_error: 0.4348, scimark_benchmark: 1732.0988, usercpu_time_millis: 81.726, usercpu_time_millis_testing: 0.298, usercpu_time_millis_training: 81.428,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1733.299, usercpu_time_millis: 3.261, usercpu_time_millis_testing: 0.302, usercpu_time_millis_training: 2.959,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

Download this task directly in your environment and automatically upload your results

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From your own software

Use one of our APIs to download data from OpenML and upload your results

OpenML APIs