OpenML
Supervised Classification on kc2

Supervised Classification on kc2

Task 3913 Supervised Classification kc2 174023 runs submitted
0 likes downloaded by 1 people , 1 total downloads 0 issues
Visibility: Public
  • OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_7 study_98 study_99 under100k under1m
Issue #Downvotes for this reason By


Metric:

174023 Runs

Fetching data
Note: Chart is limited to the 100 best flows, and the 100 best runs for each flow.
Fetching data
Search runs in more detail
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: 1863.4084, usercpu_time_millis: 0.089, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.068,
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: 1863.4084, usercpu_time_millis: 0.101, usercpu_time_millis_testing: 0.02, 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: 1864.9656, 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: 1862.8804, 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: 0.7108, 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: 1863.4084, usercpu_time_millis: 0.212, usercpu_time_millis_testing: 0.145, usercpu_time_millis_training: 0.067,
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: 0.091, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 0.072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7028, f_measure: 0.803, kappa: 0.3717, kb_relative_information_score: 80.5831, mean_absolute_error: 0.2688, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.7982, predictive_accuracy: 0.8123, prior_entropy: 0.734, recall: 0.8123, relative_absolute_error: 0.823, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3735, root_relative_squared_error: 0.9252, scimark_benchmark: 1868.2531, usercpu_time_millis: 0.207, usercpu_time_millis_testing: 0.14, 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: 1865.4965, usercpu_time_millis: 0.204, usercpu_time_millis_testing: 0.134, 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: 1858.3499, 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: 1855.799, 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: 1851.6261, 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: 0.7273, 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: 1853.8533, usercpu_time_millis: 0.096, usercpu_time_millis_testing: 0.026, 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: 0.099, 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: 1865.0384, 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: 1863.3419, usercpu_time_millis: 0.09, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 0.067,
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: 1868.2531, usercpu_time_millis: 0.087, usercpu_time_millis_testing: 0.022, 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: 1868.7112, 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: 1868.7112, 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: 1854.4275, 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: 0.7402, f_measure: 0.8263, kappa: 0.4402, kb_relative_information_score: 150.2399, mean_absolute_error: 0.226, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.8238, predictive_accuracy: 0.8372, prior_entropy: 0.734, recall: 0.8372, relative_absolute_error: 0.6918, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3523, root_relative_squared_error: 0.8727, scimark_benchmark: 1858.3499, usercpu_time_millis: 0.099, usercpu_time_millis_testing: 0.023, 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: 1874.0573, 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: 1868.1832, usercpu_time_millis: 0.094, usercpu_time_millis_testing: 0.019, 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: 1864.9656, 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: 0.4871, 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: 0.097, 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: 1869.8223, 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: 1867.725, 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: 1865.4965, usercpu_time_millis: 0.094, usercpu_time_millis_testing: 0.019, 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: 1861.3786, usercpu_time_millis: 0.096, usercpu_time_millis_testing: 0.018, 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: 1864.2855, 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: 1853.9849, usercpu_time_millis: 0.094, usercpu_time_millis_testing: 0.019, 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: 1861.2508, 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: 0.106, usercpu_time_millis_testing: 0.022, 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: 1857.5664, usercpu_time_millis: 0.11, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7228, f_measure: 0.8312, kappa: 0.4759, kb_relative_information_score: 123.4467, mean_absolute_error: 0.2443, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.8295, predictive_accuracy: 0.8333, prior_entropy: 0.734, recall: 0.8333, relative_absolute_error: 0.7479, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3549, root_relative_squared_error: 0.8792, scimark_benchmark: 1866.0766, usercpu_time_millis: 0.228, usercpu_time_millis_testing: 0.156, 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: 1869.2422, 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: 1869.6309, 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: 0.7273, 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: 1864.4399, usercpu_time_millis: 0.096, usercpu_time_millis_testing: 0.022, 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: 1864.9656, usercpu_time_millis: 0.176, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.156,
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: 1864.8766, 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: 0.7273, 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: 1869.6309, usercpu_time_millis: 0.092, usercpu_time_millis_testing: 0.022, 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: 0.095, usercpu_time_millis_testing: 0.018, 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: 1869.8223, 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: 0.4871, 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: 0.103, 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: 1864.5074, 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: 1862.3618, usercpu_time_millis: 0.11, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 0.087,
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: 0.095, 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: 1869.7524, 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: 1866.5348, 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: 0.7387, f_measure: 0.8186, kappa: 0.4031, kb_relative_information_score: 153.7485, mean_absolute_error: 0.2264, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.8215, predictive_accuracy: 0.8372, prior_entropy: 0.734, recall: 0.8372, relative_absolute_error: 0.6932, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3421, root_relative_squared_error: 0.8474, scimark_benchmark: 1866.0068, 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: 0.5156, 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: 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: 0.5156, 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: 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: 1866.6959, usercpu_time_millis: 0.095, usercpu_time_millis_testing: 0.02, 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: 1864.5074, 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: 0.7108, 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: 1864.4376, usercpu_time_millis: 0.214, usercpu_time_millis_testing: 0.144, usercpu_time_millis_training: 0.07,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7383, f_measure: 0.8227, kappa: 0.4223, kb_relative_information_score: 154.5955, mean_absolute_error: 0.2258, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.8221, predictive_accuracy: 0.8372, prior_entropy: 0.734, recall: 0.8372, relative_absolute_error: 0.6912, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3437, root_relative_squared_error: 0.8514, scimark_benchmark: 1863.9794, 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: 0.7108, 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: 1863.9794, usercpu_time_millis: 0.203, usercpu_time_millis_testing: 0.136, usercpu_time_millis_training: 0.067,
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: 0.097, usercpu_time_millis_testing: 0.021, 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: 1869.1029, usercpu_time_millis: 0.094, usercpu_time_millis_testing: 0.019, 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: 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: 1863.4084, 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: 1865.1633, 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: 1859.1356, 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: 1862.9503, 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: 1958.2906, usercpu_time_millis: 0.084, usercpu_time_millis_testing: 0.019, 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: 0.102, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.082,
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: 0.103, 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: 1869.2422, 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: 0.7398, f_measure: 0.8267, kappa: 0.4263, kb_relative_information_score: 159.2727, mean_absolute_error: 0.2229, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.8355, predictive_accuracy: 0.8467, prior_entropy: 0.734, recall: 0.8467, relative_absolute_error: 0.6826, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3381, root_relative_squared_error: 0.8375, scimark_benchmark: 1858.7803, 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: 1862.3618, usercpu_time_millis: 0.101, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 0.082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7328, f_measure: 0.8373, kappa: 0.4958, kb_relative_information_score: 149.7643, mean_absolute_error: 0.2297, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.8359, predictive_accuracy: 0.8391, prior_entropy: 0.734, recall: 0.8391, relative_absolute_error: 0.7033, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.341, root_relative_squared_error: 0.8447, scimark_benchmark: 1860.7227, usercpu_time_millis: 0.097, usercpu_time_millis_testing: 0.024, 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: 1859.1356, 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: 0.73, 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: 1862.82, usercpu_time_millis: 0.096, usercpu_time_millis_testing: 0.024, 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: 1867.4545, 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: 0.7956, f_measure: 0.8095, kappa: 0.3932, kb_relative_information_score: 141.66, mean_absolute_error: 0.2187, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.8051, predictive_accuracy: 0.818, prior_entropy: 0.734, recall: 0.818, relative_absolute_error: 0.6696, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3576, root_relative_squared_error: 0.8857, scimark_benchmark: 1862.1704, usercpu_time_millis: 0.226, usercpu_time_millis_testing: 0.025, usercpu_time_millis_training: 0.201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7379, f_measure: 0.8199, kappa: 0.4316, kb_relative_information_score: 146.1645, mean_absolute_error: 0.2298, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.8164, predictive_accuracy: 0.8257, prior_entropy: 0.734, recall: 0.8257, relative_absolute_error: 0.7038, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3489, root_relative_squared_error: 0.8642, scimark_benchmark: 1872.0299, usercpu_time_millis: 0.093, usercpu_time_millis_testing: 0.022, usercpu_time_millis_training: 0.071,
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: 1868.1832, usercpu_time_millis: 0.09, usercpu_time_millis_testing: 0.022, usercpu_time_millis_training: 0.068,
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: 1872.0299, 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: 0.7353, 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: 1872.0299, usercpu_time_millis: 0.097, usercpu_time_millis_testing: 0.024, usercpu_time_millis_training: 0.073,
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: 1861.0187, 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: 0.7385, f_measure: 0.8202, kappa: 0.4077, kb_relative_information_score: 156.6188, mean_absolute_error: 0.2244, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.8241, predictive_accuracy: 0.8391, prior_entropy: 0.734, recall: 0.8391, relative_absolute_error: 0.6872, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.342, root_relative_squared_error: 0.8472, scimark_benchmark: 1866.5348, usercpu_time_millis: 0.095, usercpu_time_millis_testing: 0.024, 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: 1862.82, usercpu_time_millis: 0.089, usercpu_time_millis_testing: 0.017, usercpu_time_millis_training: 0.072,
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: 1864.4376, usercpu_time_millis: 0.2, usercpu_time_millis_testing: 0.131, usercpu_time_millis_training: 0.069,
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: 1856.5802, 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: 0.7353, 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: 1867.0657, 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: 0.4871, 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: 1865.4965, 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: 1869.6309, usercpu_time_millis: 0.093, usercpu_time_millis_testing: 0.02, 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: 1864.5074, usercpu_time_millis: 0.106, usercpu_time_millis_testing: 0.022, usercpu_time_millis_training: 0.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7379, f_measure: 0.8163, kappa: 0.4046, kb_relative_information_score: 149.6137, mean_absolute_error: 0.2289, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.8136, predictive_accuracy: 0.8295, prior_entropy: 0.734, recall: 0.8295, relative_absolute_error: 0.7009, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3424, root_relative_squared_error: 0.8481, scimark_benchmark: 1864.0522, usercpu_time_millis: 0.101, usercpu_time_millis_testing: 0.024, usercpu_time_millis_training: 0.077,
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: 1861.2508, usercpu_time_millis: 0.096, usercpu_time_millis_testing: 0.022, 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: 1872.0299, usercpu_time_millis: 0.095, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.075,
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: 1883.5517, usercpu_time_millis: 0.095, usercpu_time_millis_testing: 0.023, 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: 1868.7112, usercpu_time_millis: 0.095, usercpu_time_millis_testing: 0.018, 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: 1880.137, 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: 0.4871, 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: 1879.6789, usercpu_time_millis: 0.101, usercpu_time_millis_testing: 0.02, 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: 1864.8991, usercpu_time_millis: 0.094, usercpu_time_millis_testing: 0.019, 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: 1867.0657, 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: 0.7351, f_measure: 0.823, kappa: 0.444, kb_relative_information_score: 145.4085, mean_absolute_error: 0.2308, mean_prior_absolute_error: 0.3266, number_of_instances: 522, precision: 0.8199, predictive_accuracy: 0.8276, prior_entropy: 0.734, recall: 0.8276, relative_absolute_error: 0.7067, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3471, root_relative_squared_error: 0.8598, scimark_benchmark: 1868.2531, 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: 0.4871, 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: 0.1, usercpu_time_millis_testing: 0.019, 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: 1868.2531, usercpu_time_millis: 0.094, usercpu_time_millis_testing: 0.019, 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: 1864.5074, usercpu_time_millis: 0.099, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.079,

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