Task
Supervised Classification on wdbc

Supervised Classification on wdbc

Task 145878 Supervised Classification wdbc 76354 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4933, f_measure: 0.4838, kb_relative_information_score: 0.1381, mean_absolute_error: 0.4675, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1729.7667, usercpu_time_millis: 0.146, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 0.115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1748.66, usercpu_time_millis: 0.259, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 0.228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1741.8523, usercpu_time_millis: 0.257, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 0.226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1744.9079, usercpu_time_millis: 0.273, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 0.242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1179.2722, usercpu_time_millis: 0.433, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1782.9417, usercpu_time_millis: 0.251, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 0.221,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4933, f_measure: 0.4838, kb_relative_information_score: 0.1381, mean_absolute_error: 0.4675, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1091.184, usercpu_time_millis: 0.207, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9338, f_measure: 0.9055, kappa: 0.7989, kb_relative_information_score: 413.6579, mean_absolute_error: 0.1338, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9065, predictive_accuracy: 0.9051, prior_entropy: 0.953, recall: 0.9051, relative_absolute_error: 0.2861, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2849, root_relative_squared_error: 0.5892, scimark_benchmark: 1863.3902, usercpu_time_millis: 0.301, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 0.271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1099.882, usercpu_time_millis: 0.415, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4933, f_measure: 0.4838, kb_relative_information_score: 0.1381, mean_absolute_error: 0.4675, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1708.3207, usercpu_time_millis: 0.174, usercpu_time_millis_testing: 0.035, usercpu_time_millis_training: 0.139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1868.7112, usercpu_time_millis: 0.268, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 0.239,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1852.4988, usercpu_time_millis: 0.784, usercpu_time_millis_testing: 0.033, usercpu_time_millis_training: 0.751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1869.6309, usercpu_time_millis: 0.264, usercpu_time_millis_testing: 0.028, usercpu_time_millis_training: 0.236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1840.861, usercpu_time_millis: 0.273, usercpu_time_millis_testing: 0.033, usercpu_time_millis_training: 0.24,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1846.8425, usercpu_time_millis: 0.248, usercpu_time_millis_testing: 0.027, usercpu_time_millis_training: 0.221,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1833.673, usercpu_time_millis: 0.274, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 0.245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1817.5135, usercpu_time_millis: 0.236, usercpu_time_millis_testing: 0.027, usercpu_time_millis_training: 0.209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4933, f_measure: 0.4838, kb_relative_information_score: 0.1381, mean_absolute_error: 0.4675, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1816.4307, usercpu_time_millis: 0.118, usercpu_time_millis_testing: 0.026, usercpu_time_millis_training: 0.092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1800.8437, usercpu_time_millis: 0.249, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 0.22,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1796.1822, usercpu_time_millis: 0.257, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 0.227,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1789.6378, usercpu_time_millis: 0.256, usercpu_time_millis_testing: 0.028, usercpu_time_millis_training: 0.228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1806.1694, usercpu_time_millis: 0.25, usercpu_time_millis_testing: 0.028, usercpu_time_millis_training: 0.222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1797.0647, usercpu_time_millis: 0.251, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 0.221,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1850.8706, usercpu_time_millis: 0.25, usercpu_time_millis_testing: 0.027, usercpu_time_millis_training: 0.223,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4933, f_measure: 0.4838, kb_relative_information_score: 0.1381, mean_absolute_error: 0.4675, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1744.1084, usercpu_time_millis: 0.148, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 0.118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4933, f_measure: 0.4838, kb_relative_information_score: 0.1381, mean_absolute_error: 0.4675, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1072.4449, usercpu_time_millis: 0.222, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.173,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1773.7673, usercpu_time_millis: 0.262, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 0.231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1748.019, usercpu_time_millis: 0.289, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 0.258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1748.6212, usercpu_time_millis: 0.266, usercpu_time_millis_testing: 0.032, usercpu_time_millis_training: 0.234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1774.0134, usercpu_time_millis: 0.272, usercpu_time_millis_testing: 0.032, usercpu_time_millis_training: 0.24,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1748.66, usercpu_time_millis: 0.257, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 0.228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1750.3868, usercpu_time_millis: 0.262, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 0.233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1746.6477, usercpu_time_millis: 0.299, usercpu_time_millis_testing: 0.035, usercpu_time_millis_training: 0.264,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4933, f_measure: 0.4838, kb_relative_information_score: 0.1381, mean_absolute_error: 0.4675, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1784.3872, usercpu_time_millis: 0.126, usercpu_time_millis_testing: 0.026, usercpu_time_millis_training: 0.1,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7511, f_measure: 0.7112, kappa: 0.3799, kb_relative_information_score: 172.6625, mean_absolute_error: 0.3304, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.7724, predictive_accuracy: 0.7434, prior_entropy: 0.953, recall: 0.7434, relative_absolute_error: 0.7065, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4244, root_relative_squared_error: 0.8777, scimark_benchmark: 1808.5086, usercpu_time_millis: 0.252, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 0.222,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9393, f_measure: 0.9053, kappa: 0.7978, kb_relative_information_score: 418.59, mean_absolute_error: 0.1299, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9055, predictive_accuracy: 0.9051, prior_entropy: 0.953, recall: 0.9051, relative_absolute_error: 0.2777, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.282, root_relative_squared_error: 0.5833, scimark_benchmark: 1763.2944, usercpu_time_millis: 0.264, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 0.235,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9273, f_measure: 0.8911, kappa: 0.7674, kb_relative_information_score: 397.2952, mean_absolute_error: 0.1481, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8913, predictive_accuracy: 0.891, prior_entropy: 0.953, recall: 0.891, relative_absolute_error: 0.3166, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2996, root_relative_squared_error: 0.6196, scimark_benchmark: 1823.4651, usercpu_time_millis: 0.264, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 0.235,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1767.1417, usercpu_time_millis: 0.256, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 0.226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1826.5781, usercpu_time_millis: 0.269, usercpu_time_millis_testing: 0.033, usercpu_time_millis_training: 0.236,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1797.5121, usercpu_time_millis: 0.274, usercpu_time_millis_testing: 0.032, usercpu_time_millis_training: 0.242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.937, f_measure: 0.9034, kappa: 0.7935, kb_relative_information_score: 414.3163, mean_absolute_error: 0.1336, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9034, predictive_accuracy: 0.9033, prior_entropy: 0.953, recall: 0.9033, relative_absolute_error: 0.2857, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2841, root_relative_squared_error: 0.5876, scimark_benchmark: 1092.9808, usercpu_time_millis: 0.436, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.38,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1761.6869, usercpu_time_millis: 0.255, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 0.226,

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

OpenML bootcamp

From your own software

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

OpenML APIs