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: 1761.1255, usercpu_time_millis: 3.071, usercpu_time_millis_testing: 0.276, usercpu_time_millis_training: 2.795,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.9444, kappa: 0.8634, kb_relative_information_score: 27225.7946, mean_absolute_error: 0.0888, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9443, predictive_accuracy: 0.9446, prior_entropy: 0.863, recall: 0.9446, relative_absolute_error: 0.2177, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2016, root_relative_squared_error: 0.4462, scimark_benchmark: 1850.9136, usercpu_time_millis: 43.432, usercpu_time_millis_testing: 0.285, usercpu_time_millis_training: 43.147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9706, f_measure: 0.8659, kappa: 0.6578, kb_relative_information_score: 15199.633, mean_absolute_error: 0.2507, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8837, predictive_accuracy: 0.8754, prior_entropy: 0.863, recall: 0.8754, relative_absolute_error: 0.6143, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3057, root_relative_squared_error: 0.6769, scimark_benchmark: 1792.913, usercpu_time_millis: 5.725, usercpu_time_millis_testing: 0.313, usercpu_time_millis_training: 5.412,
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: 1725.3223, usercpu_time_millis: 3.363, usercpu_time_millis_testing: 0.314, usercpu_time_millis_training: 3.049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.9417, kappa: 0.8567, kb_relative_information_score: 26468.5837, mean_absolute_error: 0.0992, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9416, predictive_accuracy: 0.9419, prior_entropy: 0.863, recall: 0.9419, relative_absolute_error: 0.243, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.208, root_relative_squared_error: 0.4605, scimark_benchmark: 1792.6158, usercpu_time_millis: 24.598, usercpu_time_millis_testing: 0.289, usercpu_time_millis_training: 24.309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9569, f_measure: 0.8751, kappa: 0.6846, kb_relative_information_score: 13007.6367, mean_absolute_error: 0.2755, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8806, predictive_accuracy: 0.8805, prior_entropy: 0.863, recall: 0.8805, relative_absolute_error: 0.6751, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3262, root_relative_squared_error: 0.7222, scimark_benchmark: 1734.2175, usercpu_time_millis: 3.636, usercpu_time_millis_testing: 0.29, usercpu_time_millis_training: 3.346,
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: 1729.5433, usercpu_time_millis: 3.253, usercpu_time_millis_testing: 0.301, usercpu_time_millis_training: 2.952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, f_measure: 0.9327, kappa: 0.8338, kb_relative_information_score: 23812.1201, mean_absolute_error: 0.1352, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9328, predictive_accuracy: 0.9334, prior_entropy: 0.863, recall: 0.9334, relative_absolute_error: 0.3313, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2299, root_relative_squared_error: 0.5089, scimark_benchmark: 1730.4328, usercpu_time_millis: 8.483, usercpu_time_millis_testing: 0.304, usercpu_time_millis_training: 8.179,
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: 1752.7707, 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: 0.9788, f_measure: 0.9319, kappa: 0.8316, kb_relative_information_score: 23546.1744, mean_absolute_error: 0.1387, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.932, predictive_accuracy: 0.9326, prior_entropy: 0.863, recall: 0.9326, relative_absolute_error: 0.3399, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2319, root_relative_squared_error: 0.5133, scimark_benchmark: 1845.3345, usercpu_time_millis: 7.515, usercpu_time_millis_testing: 0.315, usercpu_time_millis_training: 7.2,
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: 1778.1551, usercpu_time_millis: 3.223, usercpu_time_millis_testing: 0.292, usercpu_time_millis_training: 2.931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.9457, kappa: 0.8665, kb_relative_information_score: 27465.6634, mean_absolute_error: 0.0856, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9456, predictive_accuracy: 0.9458, prior_entropy: 0.863, recall: 0.9458, relative_absolute_error: 0.2097, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1996, root_relative_squared_error: 0.442, scimark_benchmark: 1761.2831, usercpu_time_millis: 57.882, usercpu_time_millis_testing: 0.295, usercpu_time_millis_training: 57.587,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9473, kappa: 0.8706, kb_relative_information_score: 27879.6954, mean_absolute_error: 0.08, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9472, predictive_accuracy: 0.9474, prior_entropy: 0.863, recall: 0.9474, relative_absolute_error: 0.1961, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1954, root_relative_squared_error: 0.4326, scimark_benchmark: 1836.5908, usercpu_time_millis: 81.11, usercpu_time_millis_testing: 0.288, usercpu_time_millis_training: 80.822,
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: 1724.6758, usercpu_time_millis: 3.318, usercpu_time_millis_testing: 0.306, usercpu_time_millis_training: 3.012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.9455, kappa: 0.8661, kb_relative_information_score: 27444.869, mean_absolute_error: 0.0859, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9454, predictive_accuracy: 0.9456, prior_entropy: 0.863, recall: 0.9456, relative_absolute_error: 0.2104, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1996, root_relative_squared_error: 0.4419, scimark_benchmark: 1805.7253, usercpu_time_millis: 49.644, usercpu_time_millis_testing: 0.281, usercpu_time_millis_training: 49.363,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9729, f_measure: 0.9144, kappa: 0.7863, kb_relative_information_score: 18736.3401, mean_absolute_error: 0.2053, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9159, predictive_accuracy: 0.9163, prior_entropy: 0.863, recall: 0.9163, relative_absolute_error: 0.5032, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.271, root_relative_squared_error: 0.6, scimark_benchmark: 1739.8725, usercpu_time_millis: 4.531, usercpu_time_millis_testing: 0.289, usercpu_time_millis_training: 4.242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9788, f_measure: 0.9316, kappa: 0.8311, kb_relative_information_score: 23439.5233, mean_absolute_error: 0.1403, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9316, predictive_accuracy: 0.9323, prior_entropy: 0.863, recall: 0.9323, relative_absolute_error: 0.3439, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2325, root_relative_squared_error: 0.5148, scimark_benchmark: 1714.6802, usercpu_time_millis: 7.861, usercpu_time_millis_testing: 0.324, usercpu_time_millis_training: 7.537,
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: 1748.0892, usercpu_time_millis: 3.173, usercpu_time_millis_testing: 0.29, usercpu_time_millis_training: 2.883,
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: 1699.9955, usercpu_time_millis: 3.844, usercpu_time_millis_testing: 0.362, usercpu_time_millis_training: 3.482,
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: 1798.9931, usercpu_time_millis: 3.218, usercpu_time_millis_testing: 0.293, usercpu_time_millis_training: 2.925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9812, f_measure: 0.9357, kappa: 0.8414, kb_relative_information_score: 25330.2994, mean_absolute_error: 0.1144, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9356, predictive_accuracy: 0.9361, prior_entropy: 0.863, recall: 0.9361, relative_absolute_error: 0.2803, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2193, root_relative_squared_error: 0.4854, scimark_benchmark: 1812.98, usercpu_time_millis: 15.347, usercpu_time_millis_testing: 0.29, usercpu_time_millis_training: 15.057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, f_measure: 0.943, kappa: 0.86, kb_relative_information_score: 26885.8085, mean_absolute_error: 0.0934, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9429, predictive_accuracy: 0.9432, prior_entropy: 0.863, recall: 0.9432, relative_absolute_error: 0.229, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2045, root_relative_squared_error: 0.4526, scimark_benchmark: 1734.3333, usercpu_time_millis: 32.567, usercpu_time_millis_testing: 0.298, usercpu_time_millis_training: 32.269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9725, f_measure: 0.894, kappa: 0.7314, kb_relative_information_score: 16672.5338, mean_absolute_error: 0.2325, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9031, predictive_accuracy: 0.8991, prior_entropy: 0.863, recall: 0.8991, relative_absolute_error: 0.5697, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2905, root_relative_squared_error: 0.643, scimark_benchmark: 1742.2552, usercpu_time_millis: 4.328, usercpu_time_millis_testing: 0.29, usercpu_time_millis_training: 4.038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8873, f_measure: 0.5954, kb_relative_information_score: 268.949, mean_absolute_error: 0.4058, 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: 0.9944, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4492, root_relative_squared_error: 0.9945, scimark_benchmark: 1719.5862, usercpu_time_millis: 3.446, usercpu_time_millis_testing: 0.312, usercpu_time_millis_training: 3.134,
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: 1826.4718, usercpu_time_millis: 3.263, usercpu_time_millis_testing: 0.298, usercpu_time_millis_training: 2.965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9821, f_measure: 0.9383, kappa: 0.8481, kb_relative_information_score: 24916.7318, mean_absolute_error: 0.1208, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9382, predictive_accuracy: 0.9386, prior_entropy: 0.863, recall: 0.9386, relative_absolute_error: 0.296, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2199, root_relative_squared_error: 0.4869, scimark_benchmark: 1836.2567, usercpu_time_millis: 17.332, usercpu_time_millis_testing: 0.313, usercpu_time_millis_training: 17.019,
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: 1821.6734, usercpu_time_millis: 3.271, usercpu_time_millis_testing: 0.299, usercpu_time_millis_training: 2.972,
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: 1829.0612, usercpu_time_millis: 3.151, usercpu_time_millis_testing: 0.285, usercpu_time_millis_training: 2.866,
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: 1888.1716, usercpu_time_millis: 3.017, usercpu_time_millis_testing: 0.273, usercpu_time_millis_training: 2.744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.984, f_measure: 0.9412, kappa: 0.8554, kb_relative_information_score: 26504.5786, mean_absolute_error: 0.0986, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9411, predictive_accuracy: 0.9415, prior_entropy: 0.863, recall: 0.9415, relative_absolute_error: 0.2415, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2084, root_relative_squared_error: 0.4614, scimark_benchmark: 1779.1312, usercpu_time_millis: 30.655, usercpu_time_millis_testing: 0.304, usercpu_time_millis_training: 30.351,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9789, f_measure: 0.9318, kappa: 0.8313, kb_relative_information_score: 23509.0366, mean_absolute_error: 0.1394, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9318, predictive_accuracy: 0.9324, prior_entropy: 0.863, recall: 0.9324, relative_absolute_error: 0.3415, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.232, root_relative_squared_error: 0.5136, scimark_benchmark: 1719.2505, usercpu_time_millis: 8.042, usercpu_time_millis_testing: 0.327, usercpu_time_millis_training: 7.715,
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: 1771.1854, usercpu_time_millis: 3.11, usercpu_time_millis_testing: 0.282, usercpu_time_millis_training: 2.828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9767, f_measure: 0.9272, kappa: 0.8193, kb_relative_information_score: 21675.1739, mean_absolute_error: 0.1648, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9275, predictive_accuracy: 0.9281, prior_entropy: 0.863, recall: 0.9281, relative_absolute_error: 0.4038, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2461, root_relative_squared_error: 0.5448, scimark_benchmark: 1779.8333, usercpu_time_millis: 5.382, usercpu_time_millis_testing: 0.288, usercpu_time_millis_training: 5.094,
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: 1800.8364, usercpu_time_millis: 3.154, usercpu_time_millis_testing: 0.292, usercpu_time_millis_training: 2.862,
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: 1827.7727, usercpu_time_millis: 3.121, usercpu_time_millis_testing: 0.28, 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: 1743.5416, usercpu_time_millis: 3.191, usercpu_time_millis_testing: 0.289, usercpu_time_millis_training: 2.902,
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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: 1733.299, usercpu_time_millis: 3.439, usercpu_time_millis_testing: 0.315, usercpu_time_millis_training: 3.124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9779, f_measure: 0.9293, kappa: 0.825, kb_relative_information_score: 22608.046, mean_absolute_error: 0.1519, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9294, predictive_accuracy: 0.9301, prior_entropy: 0.863, recall: 0.9301, relative_absolute_error: 0.3722, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2386, root_relative_squared_error: 0.5283, scimark_benchmark: 1732.4384, usercpu_time_millis: 6.811, usercpu_time_millis_testing: 0.335, usercpu_time_millis_training: 6.476,
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: 1716.4256, usercpu_time_millis: 3.765, usercpu_time_millis_testing: 0.343, usercpu_time_millis_training: 3.422,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9755, f_measure: 0.9241, kappa: 0.8111, kb_relative_information_score: 20733.1088, mean_absolute_error: 0.1779, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9249, predictive_accuracy: 0.9254, prior_entropy: 0.863, recall: 0.9254, relative_absolute_error: 0.4359, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2536, root_relative_squared_error: 0.5615, scimark_benchmark: 1843.1261, usercpu_time_millis: 5.022, usercpu_time_millis_testing: 0.287, usercpu_time_millis_training: 4.735,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, f_measure: 0.9426, kappa: 0.8589, kb_relative_information_score: 26939.1754, mean_absolute_error: 0.0927, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9425, predictive_accuracy: 0.9428, prior_entropy: 0.863, recall: 0.9428, relative_absolute_error: 0.2271, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2043, root_relative_squared_error: 0.4522, scimark_benchmark: 1834.1773, usercpu_time_millis: 32.969, usercpu_time_millis_testing: 0.308, usercpu_time_millis_training: 32.661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.982, f_measure: 0.9379, kappa: 0.847, kb_relative_information_score: 24941.3593, mean_absolute_error: 0.1204, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9377, predictive_accuracy: 0.9382, prior_entropy: 0.863, recall: 0.9382, relative_absolute_error: 0.295, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.22, root_relative_squared_error: 0.4869, scimark_benchmark: 1848.5009, usercpu_time_millis: 13.084, usercpu_time_millis_testing: 0.292, usercpu_time_millis_training: 12.792,
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: 1840.3235, usercpu_time_millis: 3.185, usercpu_time_millis_testing: 0.292, usercpu_time_millis_training: 2.893,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9147, f_measure: 0.5954, kb_relative_information_score: 5122.6889, mean_absolute_error: 0.3602, 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: 0.8825, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4028, root_relative_squared_error: 0.8916, scimark_benchmark: 1741.6111, usercpu_time_millis: 3.296, usercpu_time_millis_testing: 0.287, usercpu_time_millis_training: 3.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.9389, kappa: 0.8497, kb_relative_information_score: 25690.9356, mean_absolute_error: 0.1098, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9388, predictive_accuracy: 0.9392, prior_entropy: 0.863, recall: 0.9392, relative_absolute_error: 0.269, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.215, root_relative_squared_error: 0.4759, scimark_benchmark: 1722.143, usercpu_time_millis: 17.402, usercpu_time_millis_testing: 0.307, usercpu_time_millis_training: 17.095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.98, f_measure: 0.9347, kappa: 0.8391, kb_relative_information_score: 24034.8544, mean_absolute_error: 0.1325, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9346, predictive_accuracy: 0.9351, prior_entropy: 0.863, recall: 0.9351, relative_absolute_error: 0.3247, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2279, root_relative_squared_error: 0.5045, scimark_benchmark: 1721.3329, usercpu_time_millis: 11.245, usercpu_time_millis_testing: 0.35, usercpu_time_millis_training: 10.895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9471, kappa: 0.8702, kb_relative_information_score: 27832.3273, mean_absolute_error: 0.0807, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.947, predictive_accuracy: 0.9472, prior_entropy: 0.863, recall: 0.9472, relative_absolute_error: 0.1976, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.196, root_relative_squared_error: 0.4339, scimark_benchmark: 1783.2434, usercpu_time_millis: 86.526, usercpu_time_millis_testing: 0.292, usercpu_time_millis_training: 86.234,
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: 1714.2948, usercpu_time_millis: 3.415, usercpu_time_millis_testing: 0.313, usercpu_time_millis_training: 3.102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9799, f_measure: 0.932, kappa: 0.8317, kb_relative_information_score: 22978.384, mean_absolute_error: 0.1477, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.932, predictive_accuracy: 0.9327, prior_entropy: 0.863, recall: 0.9327, relative_absolute_error: 0.3618, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2355, root_relative_squared_error: 0.5213, scimark_benchmark: 1744.2261, usercpu_time_millis: 15.941, usercpu_time_millis_testing: 0.327, usercpu_time_millis_training: 15.614,
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: 1731.5227, usercpu_time_millis: 3.286, usercpu_time_millis_testing: 0.302, usercpu_time_millis_training: 2.984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.934, f_measure: 0.5954, kb_relative_information_score: 4459.7573, mean_absolute_error: 0.3685, 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: 0.9029, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4099, root_relative_squared_error: 0.9074, scimark_benchmark: 1731.2834, usercpu_time_millis: 3.402, usercpu_time_millis_testing: 0.294, usercpu_time_millis_training: 3.108,
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: 1759.236, usercpu_time_millis: 3.234, usercpu_time_millis_testing: 0.295, usercpu_time_millis_training: 2.939,
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: 1804.2475, usercpu_time_millis: 3.089, usercpu_time_millis_testing: 0.281, usercpu_time_millis_training: 2.808,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9059, kappa: 0.7651, kb_relative_information_score: 17977.2855, mean_absolute_error: 0.2155, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9074, predictive_accuracy: 0.9081, prior_entropy: 0.863, recall: 0.9081, relative_absolute_error: 0.528, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2781, root_relative_squared_error: 0.6157, scimark_benchmark: 1927.0581, usercpu_time_millis: 4.124, usercpu_time_millis_testing: 0.277, usercpu_time_millis_training: 3.847,
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: 1794.59, usercpu_time_millis: 3.181, usercpu_time_millis_testing: 0.291, usercpu_time_millis_training: 2.89,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, f_measure: 0.9415, kappa: 0.8562, kb_relative_information_score: 26385.2342, mean_absolute_error: 0.1003, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9414, predictive_accuracy: 0.9418, prior_entropy: 0.863, recall: 0.9418, relative_absolute_error: 0.2458, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2087, root_relative_squared_error: 0.4619, scimark_benchmark: 1787.6472, usercpu_time_millis: 23.786, usercpu_time_millis_testing: 0.319, usercpu_time_millis_training: 23.467,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of file, read Token[EOF], line 1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, f_measure: 0.9418, kappa: 0.8569, kb_relative_information_score: 26634.0931, mean_absolute_error: 0.0968, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9417, predictive_accuracy: 0.9421, prior_entropy: 0.863, recall: 0.9421, relative_absolute_error: 0.2373, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.207, root_relative_squared_error: 0.4582, scimark_benchmark: 1803.0005, usercpu_time_millis: 29.968, usercpu_time_millis_testing: 0.285, usercpu_time_millis_training: 29.683,
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: 1765.7837, usercpu_time_millis: 3.252, usercpu_time_millis_testing: 0.297, usercpu_time_millis_training: 2.955,
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: 1718.2144, usercpu_time_millis: 3.32, usercpu_time_millis_testing: 0.306, usercpu_time_millis_training: 3.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9718, f_measure: 0.9144, kappa: 0.7857, kb_relative_information_score: 17679.295, mean_absolute_error: 0.2193, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9171, predictive_accuracy: 0.9168, prior_entropy: 0.863, recall: 0.9168, relative_absolute_error: 0.5375, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2807, root_relative_squared_error: 0.6214, scimark_benchmark: 1728.9829, usercpu_time_millis: 4.423, usercpu_time_millis_testing: 0.301, usercpu_time_millis_training: 4.122,
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: 1811.079, usercpu_time_millis: 3.114, usercpu_time_millis_testing: 0.279, usercpu_time_millis_training: 2.835,
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: 1849.3014, usercpu_time_millis: 3.104, usercpu_time_millis_testing: 0.284, usercpu_time_millis_training: 2.82,
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: 1757.2797, usercpu_time_millis: 3.365, usercpu_time_millis_testing: 0.315, usercpu_time_millis_training: 3.05,

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