Task
Supervised Classification on kc2

Supervised Classification on kc2

Task 3913 Supervised Classification kc2 174023 runs submitted
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  • OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_7 study_98 study_99 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, f_measure: 0.7042, kb_relative_information_score: 0.6514, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.6321, predictive_accuracy: 0.795, prior_entropy: 0.734, recall: 0.795, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1, scimark_benchmark: 1855.0232, usercpu_time_millis: 0.099, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, f_measure: 0.7042, kb_relative_information_score: 0.6514, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.6321, predictive_accuracy: 0.795, prior_entropy: 0.734, recall: 0.795, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1, scimark_benchmark: 1864.4376, usercpu_time_millis: 0.094, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7273, f_measure: 0.8499, kappa: 0.5436, kb_relative_information_score: 150.1449, mean_absolute_error: 0.2301, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.8514, predictive_accuracy: 0.8487, prior_entropy: 0.734, recall: 0.8487, relative_absolute_error: 0.7045, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3405, root_relative_squared_error: 0.8434, scimark_benchmark: 1864.4376, usercpu_time_millis: 0.087, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7108, f_measure: 0.8144, kappa: 0.415, kb_relative_information_score: 98.4498, mean_absolute_error: 0.258, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.8107, predictive_accuracy: 0.8199, prior_entropy: 0.734, recall: 0.8199, relative_absolute_error: 0.7899, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3668, root_relative_squared_error: 0.9086, scimark_benchmark: 1868.2531, usercpu_time_millis: 0.198, usercpu_time_millis_testing: 0.134, usercpu_time_millis_training: 0.064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, f_measure: 0.7042, kb_relative_information_score: 0.6514, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.6321, predictive_accuracy: 0.795, prior_entropy: 0.734, recall: 0.795, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1, scimark_benchmark: 1866.0766, usercpu_time_millis: 0.094, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, f_measure: 0.7042, kb_relative_information_score: 0.6514, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.6321, predictive_accuracy: 0.795, prior_entropy: 0.734, recall: 0.795, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1, scimark_benchmark: 1866.5348, usercpu_time_millis: 0.095, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 0.076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, f_measure: 0.7042, kb_relative_information_score: 0.6514, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.6321, predictive_accuracy: 0.795, prior_entropy: 0.734, recall: 0.795, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1, scimark_benchmark: 1867.4545, usercpu_time_millis: 0.1, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.08,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, f_measure: 0.7042, kb_relative_information_score: 0.6514, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.6321, predictive_accuracy: 0.795, prior_entropy: 0.734, recall: 0.795, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1, scimark_benchmark: 1865.8853, usercpu_time_millis: 0.098, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 0.079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, f_measure: 0.7042, kb_relative_information_score: 0.6514, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.6321, predictive_accuracy: 0.795, prior_entropy: 0.734, recall: 0.795, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1, scimark_benchmark: 1874.0573, usercpu_time_millis: 0.094, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, f_measure: 0.7042, kb_relative_information_score: 0.6514, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.6321, predictive_accuracy: 0.795, prior_entropy: 0.734, recall: 0.795, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1, scimark_benchmark: 1861.3236, usercpu_time_millis: 0.104, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, f_measure: 0.7042, kb_relative_information_score: 0.6514, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.6321, predictive_accuracy: 0.795, prior_entropy: 0.734, recall: 0.795, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1, scimark_benchmark: 1864.9656, usercpu_time_millis: 0.1, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.08,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, f_measure: 0.7042, kb_relative_information_score: 0.6514, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.6321, predictive_accuracy: 0.795, prior_entropy: 0.734, recall: 0.795, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1, scimark_benchmark: 1864.4376, usercpu_time_millis: 0.1, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.08,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, f_measure: 0.7042, kb_relative_information_score: 0.6514, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.6321, predictive_accuracy: 0.795, prior_entropy: 0.734, recall: 0.795, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1, scimark_benchmark: 1869.8223, usercpu_time_millis: 0.096, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, f_measure: 0.7042, kb_relative_information_score: 0.6514, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.6321, predictive_accuracy: 0.795, prior_entropy: 0.734, recall: 0.795, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1, scimark_benchmark: 1868.7112, usercpu_time_millis: 0.097, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, f_measure: 0.7042, kb_relative_information_score: 0.6514, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.6321, predictive_accuracy: 0.795, prior_entropy: 0.734, recall: 0.795, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1, scimark_benchmark: 1864.9656, usercpu_time_millis: 0.094, usercpu_time_millis_testing: 0.018, usercpu_time_millis_training: 0.076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7108, f_measure: 0.8144, kappa: 0.415, kb_relative_information_score: 98.4498, mean_absolute_error: 0.258, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.8107, predictive_accuracy: 0.8199, prior_entropy: 0.734, recall: 0.8199, relative_absolute_error: 0.7899, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3668, root_relative_squared_error: 0.9086, scimark_benchmark: 1870.2804, usercpu_time_millis: 0.195, usercpu_time_millis_testing: 0.132, usercpu_time_millis_training: 0.063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7897, f_measure: 0.8272, kappa: 0.4486, kb_relative_information_score: 147.5874, mean_absolute_error: 0.2185, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.8238, predictive_accuracy: 0.8352, prior_entropy: 0.734, recall: 0.8352, relative_absolute_error: 0.669, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.359, root_relative_squared_error: 0.8892, scimark_benchmark: 1863.1579, usercpu_time_millis: 0.221, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.2,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7273, f_measure: 0.8499, kappa: 0.5436, kb_relative_information_score: 150.1449, mean_absolute_error: 0.2301, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.8514, predictive_accuracy: 0.8487, prior_entropy: 0.734, recall: 0.8487, relative_absolute_error: 0.7045, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3405, root_relative_squared_error: 0.8434, scimark_benchmark: 1862.1704, usercpu_time_millis: 0.093, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 0.07,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, f_measure: 0.7042, kb_relative_information_score: 0.6514, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.6321, predictive_accuracy: 0.795, prior_entropy: 0.734, recall: 0.795, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1, scimark_benchmark: 1864.5074, usercpu_time_millis: 0.093, usercpu_time_millis_testing: 0.018, usercpu_time_millis_training: 0.075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, f_measure: 0.7042, kb_relative_information_score: 0.6514, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.6321, predictive_accuracy: 0.795, prior_entropy: 0.734, recall: 0.795, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1, scimark_benchmark: 1861.3236, usercpu_time_millis: 0.099, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, f_measure: 0.7042, kb_relative_information_score: 0.6514, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.6321, predictive_accuracy: 0.795, prior_entropy: 0.734, recall: 0.795, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1, scimark_benchmark: 1864.5074, usercpu_time_millis: 0.101, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.08,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5156, f_measure: 0.7186, kappa: 0.0445, kb_relative_information_score: 3.8597, mean_absolute_error: 0.3212, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.7214, predictive_accuracy: 0.7912, prior_entropy: 0.734, recall: 0.7912, relative_absolute_error: 0.9835, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4042, root_relative_squared_error: 1.0013, scimark_benchmark: 1861.2508, usercpu_time_millis: 0.112, usercpu_time_millis_testing: 0.022, usercpu_time_millis_training: 0.09,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, f_measure: 0.7042, kb_relative_information_score: 0.6514, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.6321, predictive_accuracy: 0.795, prior_entropy: 0.734, recall: 0.795, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1, scimark_benchmark: 1857.4443, usercpu_time_millis: 0.104, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, f_measure: 0.7042, kb_relative_information_score: 0.6514, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.6321, predictive_accuracy: 0.795, prior_entropy: 0.734, recall: 0.795, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1, scimark_benchmark: 1860.7227, usercpu_time_millis: 0.106, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, f_measure: 0.7042, kb_relative_information_score: 0.6514, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.6321, predictive_accuracy: 0.795, prior_entropy: 0.734, recall: 0.795, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1, scimark_benchmark: 1860.7926, usercpu_time_millis: 0.092, usercpu_time_millis_testing: 0.018, usercpu_time_millis_training: 0.074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, f_measure: 0.7042, kb_relative_information_score: 0.6514, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.6321, predictive_accuracy: 0.795, prior_entropy: 0.734, recall: 0.795, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1, scimark_benchmark: 1870.2804, usercpu_time_millis: 0.096, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, f_measure: 0.7042, kb_relative_information_score: 0.6514, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.6321, predictive_accuracy: 0.795, prior_entropy: 0.734, recall: 0.795, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1, scimark_benchmark: 1868.2531, usercpu_time_millis: 0.104, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, f_measure: 0.7042, kb_relative_information_score: 0.6514, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.6321, predictive_accuracy: 0.795, prior_entropy: 0.734, recall: 0.795, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1, scimark_benchmark: 1866.6164, usercpu_time_millis: 0.1, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.08,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, f_measure: 0.7042, kb_relative_information_score: 0.6514, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.6321, predictive_accuracy: 0.795, prior_entropy: 0.734, recall: 0.795, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1, scimark_benchmark: 1864.3281, usercpu_time_millis: 0.092, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 0.073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, f_measure: 0.7042, kb_relative_information_score: 0.6514, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.6321, predictive_accuracy: 0.795, prior_entropy: 0.734, recall: 0.795, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1, scimark_benchmark: 1864.4376, usercpu_time_millis: 0.094, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7353, f_measure: 0.8246, kappa: 0.4482, kb_relative_information_score: 147.2437, mean_absolute_error: 0.2306, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.8214, predictive_accuracy: 0.8295, prior_entropy: 0.734, recall: 0.8295, relative_absolute_error: 0.706, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3429, root_relative_squared_error: 0.8495, scimark_benchmark: 1866.5348, usercpu_time_millis: 0.091, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.07,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.73, f_measure: 0.8379, kappa: 0.4993, kb_relative_information_score: 147.6243, mean_absolute_error: 0.231, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.8369, predictive_accuracy: 0.8391, prior_entropy: 0.734, recall: 0.8391, relative_absolute_error: 0.7072, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3424, root_relative_squared_error: 0.8483, scimark_benchmark: 1864.9656, usercpu_time_millis: 0.091, usercpu_time_millis_testing: 0.022, usercpu_time_millis_training: 0.069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7353, f_measure: 0.8246, kappa: 0.4482, kb_relative_information_score: 147.2437, mean_absolute_error: 0.2306, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.8214, predictive_accuracy: 0.8295, prior_entropy: 0.734, recall: 0.8295, relative_absolute_error: 0.706, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3429, root_relative_squared_error: 0.8495, scimark_benchmark: 1866.9264, usercpu_time_millis: 0.096, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 0.073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, f_measure: 0.7042, kb_relative_information_score: 0.6514, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.6321, predictive_accuracy: 0.795, prior_entropy: 0.734, recall: 0.795, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1, scimark_benchmark: 1861.2508, usercpu_time_millis: 0.102, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.74, f_measure: 0.8357, kappa: 0.4816, kb_relative_information_score: 153.2588, mean_absolute_error: 0.225, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.8328, predictive_accuracy: 0.841, prior_entropy: 0.734, recall: 0.841, relative_absolute_error: 0.689, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3486, root_relative_squared_error: 0.8635, scimark_benchmark: 1861.2508, usercpu_time_millis: 0.097, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7394, f_measure: 0.8236, kappa: 0.4268, kb_relative_information_score: 149.3177, mean_absolute_error: 0.2268, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.8224, predictive_accuracy: 0.8372, prior_entropy: 0.734, recall: 0.8372, relative_absolute_error: 0.6945, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3515, root_relative_squared_error: 0.8707, scimark_benchmark: 1862.82, usercpu_time_millis: 0.097, usercpu_time_millis_testing: 0.022, usercpu_time_millis_training: 0.075,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7273, f_measure: 0.8499, kappa: 0.5436, kb_relative_information_score: 150.1449, mean_absolute_error: 0.2301, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.8514, predictive_accuracy: 0.8487, prior_entropy: 0.734, recall: 0.8487, relative_absolute_error: 0.7045, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3405, root_relative_squared_error: 0.8434, scimark_benchmark: 1867.725, usercpu_time_millis: 0.093, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, f_measure: 0.7042, kb_relative_information_score: 0.6514, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.6321, predictive_accuracy: 0.795, prior_entropy: 0.734, recall: 0.795, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1, scimark_benchmark: 1738.5559, usercpu_time_millis: 0.098, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 0.079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, f_measure: 0.7042, kb_relative_information_score: 0.6514, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.6321, predictive_accuracy: 0.795, prior_entropy: 0.734, recall: 0.795, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1, scimark_benchmark: 1748.0598, usercpu_time_millis: 0.103, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7273, f_measure: 0.8499, kappa: 0.5436, kb_relative_information_score: 150.1449, mean_absolute_error: 0.2301, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.8514, predictive_accuracy: 0.8487, prior_entropy: 0.734, recall: 0.8487, relative_absolute_error: 0.7045, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3405, root_relative_squared_error: 0.8434, scimark_benchmark: 1746.6883, usercpu_time_millis: 0.096, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 0.073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, f_measure: 0.7042, kb_relative_information_score: 0.6514, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.6321, predictive_accuracy: 0.795, prior_entropy: 0.734, recall: 0.795, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1, scimark_benchmark: 1746.7522, usercpu_time_millis: 0.107, usercpu_time_millis_testing: 0.022, usercpu_time_millis_training: 0.085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, f_measure: 0.7042, kb_relative_information_score: 0.6514, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.6321, predictive_accuracy: 0.795, prior_entropy: 0.734, recall: 0.795, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1, scimark_benchmark: 1865.4271, usercpu_time_millis: 0.094, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, f_measure: 0.7042, kb_relative_information_score: 0.6514, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.6321, predictive_accuracy: 0.795, prior_entropy: 0.734, recall: 0.795, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1, scimark_benchmark: 1746.6883, usercpu_time_millis: 0.098, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, f_measure: 0.7042, kb_relative_information_score: 0.6514, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.6321, predictive_accuracy: 0.795, prior_entropy: 0.734, recall: 0.795, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1, scimark_benchmark: 1749.5822, usercpu_time_millis: 0.103, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.664, f_measure: 0.7802, kappa: 0.2767, kb_relative_information_score: 52.3238, mean_absolute_error: 0.2872, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.7753, predictive_accuracy: 0.8027, prior_entropy: 0.734, recall: 0.8027, relative_absolute_error: 0.8794, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3852, root_relative_squared_error: 0.9542, scimark_benchmark: 1863.5242, usercpu_time_millis: 0.194, usercpu_time_millis_testing: 0.13, usercpu_time_millis_training: 0.064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, f_measure: 0.7042, kb_relative_information_score: 0.6514, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.6321, predictive_accuracy: 0.795, prior_entropy: 0.734, recall: 0.795, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1, scimark_benchmark: 1739.3121, usercpu_time_millis: 0.096, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7273, f_measure: 0.8499, kappa: 0.5436, kb_relative_information_score: 150.1449, mean_absolute_error: 0.2301, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.8514, predictive_accuracy: 0.8487, prior_entropy: 0.734, recall: 0.8487, relative_absolute_error: 0.7045, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3405, root_relative_squared_error: 0.8434, scimark_benchmark: 1864.5074, usercpu_time_millis: 0.094, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 0.071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, f_measure: 0.7042, kb_relative_information_score: 0.6514, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.6321, predictive_accuracy: 0.795, prior_entropy: 0.734, recall: 0.795, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1, scimark_benchmark: 1864.0522, usercpu_time_millis: 0.094, usercpu_time_millis_testing: 0.018, usercpu_time_millis_training: 0.076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, f_measure: 0.7042, kb_relative_information_score: 0.6514, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.6321, predictive_accuracy: 0.795, prior_entropy: 0.734, recall: 0.795, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1, scimark_benchmark: 1745.8253, usercpu_time_millis: 0.101, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.08,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, f_measure: 0.7042, kb_relative_information_score: 0.6514, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.6321, predictive_accuracy: 0.795, prior_entropy: 0.734, recall: 0.795, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1, scimark_benchmark: 1751.6968, usercpu_time_millis: 0.103, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 0.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7634, f_measure: 0.8172, kappa: 0.4093, kb_relative_information_score: 143.355, mean_absolute_error: 0.2268, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.8142, predictive_accuracy: 0.8295, prior_entropy: 0.734, recall: 0.8295, relative_absolute_error: 0.6946, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3569, root_relative_squared_error: 0.884, scimark_benchmark: 1750.9537, usercpu_time_millis: 0.102, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, f_measure: 0.7042, kb_relative_information_score: 0.6514, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.6321, predictive_accuracy: 0.795, prior_entropy: 0.734, recall: 0.795, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1, scimark_benchmark: 1861.2508, usercpu_time_millis: 0.099, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 0.08,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6031, f_measure: 0.7541, kappa: 0.1732, kb_relative_information_score: 25.717, mean_absolute_error: 0.3052, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.753, predictive_accuracy: 0.795, prior_entropy: 0.734, recall: 0.795, relative_absolute_error: 0.9344, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3954, root_relative_squared_error: 0.9796, scimark_benchmark: 1868.2531, usercpu_time_millis: 0.209, usercpu_time_millis_testing: 0.142, usercpu_time_millis_training: 0.067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7336, f_measure: 0.8306, kappa: 0.4722, kb_relative_information_score: 147.6473, mean_absolute_error: 0.2306, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.8284, predictive_accuracy: 0.8333, prior_entropy: 0.734, recall: 0.8333, relative_absolute_error: 0.706, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3426, root_relative_squared_error: 0.8488, scimark_benchmark: 1748.0598, usercpu_time_millis: 0.092, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7336, f_measure: 0.8306, kappa: 0.4722, kb_relative_information_score: 147.6473, mean_absolute_error: 0.2306, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.8284, predictive_accuracy: 0.8333, prior_entropy: 0.734, recall: 0.8333, relative_absolute_error: 0.706, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3426, root_relative_squared_error: 0.8488, scimark_benchmark: 1865.0384, usercpu_time_millis: 0.094, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, f_measure: 0.7042, kb_relative_information_score: 0.6514, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.6321, predictive_accuracy: 0.795, prior_entropy: 0.734, recall: 0.795, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1, scimark_benchmark: 1744.3899, usercpu_time_millis: 0.105, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7273, f_measure: 0.8499, kappa: 0.5436, kb_relative_information_score: 150.1449, mean_absolute_error: 0.2301, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.8514, predictive_accuracy: 0.8487, prior_entropy: 0.734, recall: 0.8487, relative_absolute_error: 0.7045, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3405, root_relative_squared_error: 0.8434, scimark_benchmark: 1749.3291, usercpu_time_millis: 0.094, usercpu_time_millis_testing: 0.022, usercpu_time_millis_training: 0.072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7389, f_measure: 0.814, kappa: 0.4007, kb_relative_information_score: 151.121, mean_absolute_error: 0.2274, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.8104, predictive_accuracy: 0.8257, prior_entropy: 0.734, recall: 0.8257, relative_absolute_error: 0.6963, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3459, root_relative_squared_error: 0.8569, scimark_benchmark: 1861.7123, usercpu_time_millis: 0.096, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 0.073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, f_measure: 0.7042, kb_relative_information_score: 0.6514, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.6321, predictive_accuracy: 0.795, prior_entropy: 0.734, recall: 0.795, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1, scimark_benchmark: 1748.5245, usercpu_time_millis: 0.103, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, f_measure: 0.7042, kb_relative_information_score: 0.6514, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.6321, predictive_accuracy: 0.795, prior_entropy: 0.734, recall: 0.795, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1, scimark_benchmark: 1748.0598, usercpu_time_millis: 0.096, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7273, f_measure: 0.8499, kappa: 0.5436, kb_relative_information_score: 150.1449, mean_absolute_error: 0.2301, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.8514, predictive_accuracy: 0.8487, prior_entropy: 0.734, recall: 0.8487, relative_absolute_error: 0.7045, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3405, root_relative_squared_error: 0.8434, scimark_benchmark: 1866.0766, usercpu_time_millis: 0.086, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, f_measure: 0.7042, kb_relative_information_score: 0.6514, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.6321, predictive_accuracy: 0.795, prior_entropy: 0.734, recall: 0.795, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1, scimark_benchmark: 1864.5074, usercpu_time_millis: 0.093, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 0.074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, f_measure: 0.7042, kb_relative_information_score: 0.6514, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.6321, predictive_accuracy: 0.795, prior_entropy: 0.734, recall: 0.795, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1, scimark_benchmark: 1866.0766, usercpu_time_millis: 0.092, usercpu_time_millis_testing: 0.018, usercpu_time_millis_training: 0.074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, f_measure: 0.7042, kb_relative_information_score: 0.6514, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.6321, predictive_accuracy: 0.795, prior_entropy: 0.734, recall: 0.795, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1, scimark_benchmark: 1748.1238, usercpu_time_millis: 0.099, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 0.08,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, f_measure: 0.7042, kb_relative_information_score: 0.6514, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.6321, predictive_accuracy: 0.795, prior_entropy: 0.734, recall: 0.795, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1, scimark_benchmark: 1750.4475, usercpu_time_millis: 0.102, usercpu_time_millis_testing: 0.022, usercpu_time_millis_training: 0.08,

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