OpenML
Supervised Classification on steel-plates-fault

Supervised Classification on steel-plates-fault

Task 9967 Supervised Classification steel-plates-fault 142880 runs submitted
1 likes downloaded by 1 people , 1 total downloads 0 issues
Visibility: Public
  • OpenML100 study_123 study_14 study_50 study_7
Issue #Downvotes for this reason By


Metric:

142880 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: 0.4978, kb_relative_information_score: -6.0954, mean_absolute_error: 0.4538, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 1.0016, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9964, kappa: 0.992, kb_relative_information_score: 1904.5387, mean_absolute_error: 0.0098, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9964, predictive_accuracy: 0.9964, prior_entropy: 0.9313, recall: 0.9964, relative_absolute_error: 0.0215, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0588, root_relative_squared_error: 0.1235,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9959, kappa: 0.9909, kb_relative_information_score: 1914.807, mean_absolute_error: 0.0065, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9959, predictive_accuracy: 0.9959, prior_entropy: 0.9313, recall: 0.9959, relative_absolute_error: 0.0143, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0539, root_relative_squared_error: 0.1132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1936.4038, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.0026, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0227, root_relative_squared_error: 0.0477,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.971, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0013, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0007, root_relative_squared_error: 0.0015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9519, kappa: 0.8924, kb_relative_information_score: 1636.1013, mean_absolute_error: 0.0757, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9547, predictive_accuracy: 0.9526, prior_entropy: 0.9313, recall: 0.9526, relative_absolute_error: 0.167, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1845, root_relative_squared_error: 0.3877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1819.2755, mean_absolute_error: 0.0374, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.0826, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0679, root_relative_squared_error: 0.1427, scimark_benchmark: 1782.3478, usercpu_time_millis: 9.405, usercpu_time_millis_testing: 0.472, usercpu_time_millis_training: 8.933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9552, f_measure: 0.8567, kappa: 0.7052, kb_relative_information_score: 876.5691, mean_absolute_error: 0.2552, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8969, predictive_accuracy: 0.8532, prior_entropy: 0.9313, recall: 0.8532, relative_absolute_error: 0.5633, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3348, root_relative_squared_error: 0.7035, scimark_benchmark: 1819.7488, usercpu_time_millis: 8.24, usercpu_time_millis_testing: 0.566, usercpu_time_millis_training: 7.674,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.8888, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0013, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0038, root_relative_squared_error: 0.008, scimark_benchmark: 1765.1919, usercpu_time_millis: 4.146, usercpu_time_millis_testing: 0.101, usercpu_time_millis_training: 4.045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.999, kappa: 0.9977, kb_relative_information_score: 1789.1007, mean_absolute_error: 0.0463, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.999, predictive_accuracy: 0.999, prior_entropy: 0.9313, recall: 0.999, relative_absolute_error: 0.1021, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0798, root_relative_squared_error: 0.1677, scimark_benchmark: 1739.0803, usercpu_time_millis: 11.144, usercpu_time_millis_testing: 0.492, usercpu_time_millis_training: 10.652,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9674, kappa: 0.9276, kb_relative_information_score: 948.7361, mean_absolute_error: 0.265, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9677, predictive_accuracy: 0.9675, prior_entropy: 0.9313, recall: 0.9675, relative_absolute_error: 0.585, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2982, root_relative_squared_error: 0.6265, scimark_benchmark: 1737.033, usercpu_time_millis: 9.012, usercpu_time_millis_testing: 0.709, usercpu_time_millis_training: 8.303,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9102, f_measure: 0.5163, kb_relative_information_score: 210.3249, mean_absolute_error: 0.4127, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9109, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4388, root_relative_squared_error: 0.922, scimark_benchmark: 1743.2043, usercpu_time_millis: 0.515, usercpu_time_millis_testing: 0.071, usercpu_time_millis_training: 0.444,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9683, f_measure: 0.8471, kappa: 0.6874, kb_relative_information_score: 995.2419, mean_absolute_error: 0.2202, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8921, predictive_accuracy: 0.8434, prior_entropy: 0.9313, recall: 0.8434, relative_absolute_error: 0.4859, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3152, root_relative_squared_error: 0.6624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9985, kappa: 0.9966, kb_relative_information_score: 1927.3622, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9985, predictive_accuracy: 0.9985, prior_entropy: 0.9313, recall: 0.9985, relative_absolute_error: 0.0083, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0355, root_relative_squared_error: 0.0747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, kb_relative_information_score: -6.0954, mean_absolute_error: 0.4538, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 1.0016, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9861, kappa: 0.9695, kb_relative_information_score: 1875.2414, mean_absolute_error: 0.0149, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9865, predictive_accuracy: 0.9861, prior_entropy: 0.9313, recall: 0.9861, relative_absolute_error: 0.0329, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.096, root_relative_squared_error: 0.2017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9775, kappa: 0.9507, kb_relative_information_score: 1799.553, mean_absolute_error: 0.0338, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9786, predictive_accuracy: 0.9773, prior_entropy: 0.9313, recall: 0.9773, relative_absolute_error: 0.0745, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1482, root_relative_squared_error: 0.3114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, kb_relative_information_score: -6.0954, mean_absolute_error: 0.4538, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 1.0016, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9985, kappa: 0.9966, kb_relative_information_score: 1929.4128, mean_absolute_error: 0.003, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9985, predictive_accuracy: 0.9985, prior_entropy: 0.9313, recall: 0.9985, relative_absolute_error: 0.0066, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0322, root_relative_squared_error: 0.0678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1934.8889, mean_absolute_error: 0.0017, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.0037, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0228, root_relative_squared_error: 0.0479,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1935.4617, mean_absolute_error: 0.0015, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.0033, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0228, root_relative_squared_error: 0.0478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.9403, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0013, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0007, root_relative_squared_error: 0.0015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, kb_relative_information_score: -6.0954, mean_absolute_error: 0.4538, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 1.0016, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.9697, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0013, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0007, root_relative_squared_error: 0.0015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1935.6303, mean_absolute_error: 0.0014, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.0032, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0228, root_relative_squared_error: 0.0479,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1935.5788, mean_absolute_error: 0.0014, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.0032, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0232, root_relative_squared_error: 0.0487,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8931, f_measure: 0.7735, kappa: 0.525, kb_relative_information_score: 531.7854, mean_absolute_error: 0.3219, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.7986, predictive_accuracy: 0.7682, prior_entropy: 0.9313, recall: 0.7682, relative_absolute_error: 0.7106, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3886, root_relative_squared_error: 0.8165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1935.4083, mean_absolute_error: 0.0015, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.0033, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0234, root_relative_squared_error: 0.0492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9785, kappa: 0.9529, kb_relative_information_score: 1830.5357, mean_absolute_error: 0.0256, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9795, predictive_accuracy: 0.9784, prior_entropy: 0.9313, recall: 0.9784, relative_absolute_error: 0.0564, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1376, root_relative_squared_error: 0.2891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5835, f_measure: 0.628, kappa: 0.1682, kb_relative_information_score: 104.5144, mean_absolute_error: 0.4251, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.6594, predictive_accuracy: 0.679, prior_entropy: 0.9313, recall: 0.679, relative_absolute_error: 0.9382, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4745, root_relative_squared_error: 0.9969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, kb_relative_information_score: -6.0954, mean_absolute_error: 0.4538, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 1.0016, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1939.0088, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0012, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0007, root_relative_squared_error: 0.0015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9626, kappa: 0.9169, kb_relative_information_score: 1742.9119, mean_absolute_error: 0.0476, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9633, predictive_accuracy: 0.9629, prior_entropy: 0.9313, recall: 0.9629, relative_absolute_error: 0.105, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1672, root_relative_squared_error: 0.3513,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, kb_relative_information_score: -6.0954, mean_absolute_error: 0.4538, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 1.0016, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.9706, kappa: 0.9349, kb_relative_information_score: 1646.97, mean_absolute_error: 0.0767, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9706, predictive_accuracy: 0.9706, prior_entropy: 0.9313, recall: 0.9706, relative_absolute_error: 0.1693, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1773, root_relative_squared_error: 0.3725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.973, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0013, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0007, root_relative_squared_error: 0.0015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1937.464, mean_absolute_error: 0.0011, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0023, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0051, root_relative_squared_error: 0.0106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.9644, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0013, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0007, root_relative_squared_error: 0.0015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1936.6743, mean_absolute_error: 0.0011, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.0024, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0227, root_relative_squared_error: 0.0477,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, kb_relative_information_score: -6.0954, mean_absolute_error: 0.4538, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 1.0016, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.9668, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0013, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0007, root_relative_squared_error: 0.0015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.7434, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0014, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0025, root_relative_squared_error: 0.0052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.1741, mean_absolute_error: 0.0008, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0019, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0011, root_relative_squared_error: 0.0024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1937.8984, mean_absolute_error: 0.0009, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0019, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0087, root_relative_squared_error: 0.0182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.6998, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, root_mean_prior_squared_error: 0.4759, scimark_benchmark: 1761.7201, usercpu_time_millis: 24.409, usercpu_time_millis_testing: 0.449, usercpu_time_millis_training: 23.96,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7079, f_measure: 0.6882, kappa: 0.3065, kb_relative_information_score: 409.7325, mean_absolute_error: 0.3508, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.6862, predictive_accuracy: 0.6909, prior_entropy: 0.9313, recall: 0.6909, relative_absolute_error: 0.7743, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4766, root_relative_squared_error: 1.0013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, f_measure: 0.8624, kappa: 0.6888, kb_relative_information_score: 706.0784, mean_absolute_error: 0.3145, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8885, predictive_accuracy: 0.8707, prior_entropy: 0.9313, recall: 0.8707, relative_absolute_error: 0.6943, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3512, root_relative_squared_error: 0.738, scimark_benchmark: 1733.4355, usercpu_time_millis: 6.299, usercpu_time_millis_testing: 0.661, usercpu_time_millis_training: 5.638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1830.9288, mean_absolute_error: 0.034, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.075, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0633, root_relative_squared_error: 0.1329, scimark_benchmark: 1781.1493, usercpu_time_millis: 7.437, usercpu_time_millis_testing: 0.287, usercpu_time_millis_training: 7.15,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, f_measure: 0.5163, kb_relative_information_score: 0.0106, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1826.5577, usercpu_time_millis: 2.319, usercpu_time_millis_testing: 0.392, usercpu_time_millis_training: 1.927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.94, kappa: 0.8661, kb_relative_information_score: 834.2041, mean_absolute_error: 0.2892, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9417, predictive_accuracy: 0.9408, prior_entropy: 0.9313, recall: 0.9408, relative_absolute_error: 0.6382, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3241, root_relative_squared_error: 0.681, scimark_benchmark: 1820.5655, usercpu_time_millis: 0.273, usercpu_time_millis_testing: 0.037, usercpu_time_millis_training: 0.236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9679, kappa: 0.9288, kb_relative_information_score: 1019.1001, mean_absolute_error: 0.2485, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9682, predictive_accuracy: 0.9681, prior_entropy: 0.9313, recall: 0.9681, relative_absolute_error: 0.5485, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2835, root_relative_squared_error: 0.5956, scimark_benchmark: 1805.5852, usercpu_time_millis: 2.85, usercpu_time_millis_testing: 0.236, usercpu_time_millis_training: 2.614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1936.4364, mean_absolute_error: 0.0014, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.003, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.011, root_relative_squared_error: 0.0231, scimark_benchmark: 1763.3365, usercpu_time_millis: 0.448, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.405,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1936.6358, mean_absolute_error: 0.0011, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.0024, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0227, root_relative_squared_error: 0.0477,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9182, kappa: 0.8256, kb_relative_information_score: 1418.8798, mean_absolute_error: 0.1239, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9327, predictive_accuracy: 0.9165, prior_entropy: 0.9313, recall: 0.9165, relative_absolute_error: 0.2734, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2309, root_relative_squared_error: 0.4851,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7925, f_measure: 0.5839, kappa: 0.1152, kb_relative_information_score: 203.6588, mean_absolute_error: 0.3928, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.7873, predictive_accuracy: 0.6847, prior_entropy: 0.9313, recall: 0.6847, relative_absolute_error: 0.867, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4358, root_relative_squared_error: 0.9156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.8701, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0013, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0014, root_relative_squared_error: 0.003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9097, kappa: 0.8084, kb_relative_information_score: 1533.3818, mean_absolute_error: 0.0905, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9272, predictive_accuracy: 0.9078, prior_entropy: 0.9313, recall: 0.9078, relative_absolute_error: 0.1997, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2763, root_relative_squared_error: 0.5805,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.9256, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0013, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.001, root_relative_squared_error: 0.0021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.999, kappa: 0.9977, kb_relative_information_score: 1932.6802, mean_absolute_error: 0.0022, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.999, predictive_accuracy: 0.999, prior_entropy: 0.9313, recall: 0.999, relative_absolute_error: 0.0048, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0286, root_relative_squared_error: 0.0602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9821, kappa: 0.9606, kb_relative_information_score: 1854.0997, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9828, predictive_accuracy: 0.982, prior_entropy: 0.9313, recall: 0.982, relative_absolute_error: 0.0437, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1207, root_relative_squared_error: 0.2537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, kb_relative_information_score: -6.0954, mean_absolute_error: 0.4538, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 1.0016, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, kb_relative_information_score: -6.0954, mean_absolute_error: 0.4538, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 1.0016, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.875, f_measure: 0.7175, kappa: 0.3644, kb_relative_information_score: 457.2001, mean_absolute_error: 0.3399, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.764, predictive_accuracy: 0.7496, prior_entropy: 0.9313, recall: 0.7496, relative_absolute_error: 0.7503, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3993, root_relative_squared_error: 0.8391,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.9724, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0013, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0007, root_relative_squared_error: 0.0015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9685, f_measure: 0.8325, kappa: 0.6607, kb_relative_information_score: 1158.6772, mean_absolute_error: 0.1756, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8852, predictive_accuracy: 0.8284, prior_entropy: 0.9313, recall: 0.8284, relative_absolute_error: 0.3875, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3407, root_relative_squared_error: 0.7159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.9493, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0013, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0008, root_relative_squared_error: 0.0017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.9753, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0013, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0007, root_relative_squared_error: 0.0015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9948, kappa: 0.9886, kb_relative_information_score: 1898.9481, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9949, predictive_accuracy: 0.9948, prior_entropy: 0.9313, recall: 0.9948, relative_absolute_error: 0.0242, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0696, root_relative_squared_error: 0.1463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9026, f_measure: 0.7846, kappa: 0.5215, kb_relative_information_score: 539.2974, mean_absolute_error: 0.3212, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.7837, predictive_accuracy: 0.7862, prior_entropy: 0.9313, recall: 0.7862, relative_absolute_error: 0.7089, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.387, root_relative_squared_error: 0.8132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1929.736, mean_absolute_error: 0.0034, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.0075, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0235, root_relative_squared_error: 0.0493,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9795, kappa: 0.9549, kb_relative_information_score: 1822.5806, mean_absolute_error: 0.0283, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.98, predictive_accuracy: 0.9794, prior_entropy: 0.9313, recall: 0.9794, relative_absolute_error: 0.0626, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1255, root_relative_squared_error: 0.2636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9907, kappa: 0.9795, kb_relative_information_score: 1878.3297, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9907, predictive_accuracy: 0.9907, prior_entropy: 0.9313, recall: 0.9907, relative_absolute_error: 0.0343, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0792, root_relative_squared_error: 0.1663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.981, kappa: 0.9584, kb_relative_information_score: 1851.9779, mean_absolute_error: 0.0202, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9818, predictive_accuracy: 0.9809, prior_entropy: 0.9313, recall: 0.9809, relative_absolute_error: 0.0445, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.122, root_relative_squared_error: 0.2563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1934.5062, mean_absolute_error: 0.0017, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.0038, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0237, root_relative_squared_error: 0.0497,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, kb_relative_information_score: -6.0954, mean_absolute_error: 0.4538, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 1.0016, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1934, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.0044, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0229, root_relative_squared_error: 0.0481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9974, kappa: 0.9943, kb_relative_information_score: 1914.249, mean_absolute_error: 0.0073, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9974, predictive_accuracy: 0.9974, prior_entropy: 0.9313, recall: 0.9974, relative_absolute_error: 0.0161, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0501, root_relative_squared_error: 0.1053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.981, kappa: 0.9584, kb_relative_information_score: 1853.3395, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9818, predictive_accuracy: 0.9809, prior_entropy: 0.9313, recall: 0.9809, relative_absolute_error: 0.0438, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1217, root_relative_squared_error: 0.2558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.9718, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0013, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0007, root_relative_squared_error: 0.0015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9959, kappa: 0.9909, kb_relative_information_score: 1909.8602, mean_absolute_error: 0.0076, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9959, predictive_accuracy: 0.9959, prior_entropy: 0.9313, recall: 0.9959, relative_absolute_error: 0.0169, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0584, root_relative_squared_error: 0.1228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4929, f_measure: 0.5598, kappa: 0.0047, kb_relative_information_score: -132.0144, mean_absolute_error: 0.4733, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.5494, predictive_accuracy: 0.5945, prior_entropy: 0.9313, recall: 0.5945, relative_absolute_error: 1.0446, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4942, root_relative_squared_error: 1.0384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.2408, mean_absolute_error: 0.0008, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0017, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0083, root_relative_squared_error: 0.0174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.981, kappa: 0.9584, kb_relative_information_score: 1852.8751, mean_absolute_error: 0.02, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9818, predictive_accuracy: 0.9809, prior_entropy: 0.9313, recall: 0.9809, relative_absolute_error: 0.0442, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.12, root_relative_squared_error: 0.2521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.9649, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0013, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0007, root_relative_squared_error: 0.0015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9985, kappa: 0.9966, kb_relative_information_score: 1928.8955, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9985, predictive_accuracy: 0.9985, prior_entropy: 0.9313, recall: 0.9985, relative_absolute_error: 0.007, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0354, root_relative_squared_error: 0.0744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1926.59, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0101, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0145, root_relative_squared_error: 0.0304, scimark_benchmark: 1777.6907, usercpu_time_millis: 12.05, usercpu_time_millis_testing: 0.329, usercpu_time_millis_training: 11.721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1870.5148, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0488, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0453, root_relative_squared_error: 0.0952, scimark_benchmark: 1965.7914, usercpu_time_millis: 13.236, usercpu_time_millis_testing: 0.675, usercpu_time_millis_training: 12.561,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9406, f_measure: 0.8371, kappa: 0.6342, kb_relative_information_score: 533.6862, mean_absolute_error: 0.3389, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8404, predictive_accuracy: 0.8413, prior_entropy: 0.9313, recall: 0.8413, relative_absolute_error: 0.748, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3811, root_relative_squared_error: 0.8008, scimark_benchmark: 1771.1684, usercpu_time_millis: 6.796, usercpu_time_millis_testing: 0.529, usercpu_time_millis_training: 6.267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.5163, kb_relative_information_score: 0.0457, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1755.3132, usercpu_time_millis: 3.746, usercpu_time_millis_testing: 0.585, usercpu_time_millis_training: 3.161,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, f_measure: 0.9357, kappa: 0.8617, kb_relative_information_score: 1213.4744, mean_absolute_error: 0.1864, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.945, predictive_accuracy: 0.9346, prior_entropy: 0.9313, recall: 0.9346, relative_absolute_error: 0.4115, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2679, root_relative_squared_error: 0.5629, scimark_benchmark: 1771.8858, usercpu_time_millis: 6.856, usercpu_time_millis_testing: 0.333, usercpu_time_millis_training: 6.523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1689.013, mean_absolute_error: 0.0762, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.1681, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1095, root_relative_squared_error: 0.23, scimark_benchmark: 1861.4992, usercpu_time_millis: 6.25, usercpu_time_millis_testing: 0.241, usercpu_time_millis_training: 6.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9923, kappa: 0.9829, kb_relative_information_score: 1463.0811, mean_absolute_error: 0.1383, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9923, predictive_accuracy: 0.9923, prior_entropy: 0.9313, recall: 0.9923, relative_absolute_error: 0.3052, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.175, root_relative_squared_error: 0.3677, scimark_benchmark: 1715.2364, usercpu_time_millis: 13.825, usercpu_time_millis_testing: 0.872, usercpu_time_millis_training: 12.953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1905.7493, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0249, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0246, root_relative_squared_error: 0.0518, scimark_benchmark: 1767.8164, usercpu_time_millis: 20.565, usercpu_time_millis_testing: 0.463, usercpu_time_millis_training: 20.102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9985, kappa: 0.9966, kb_relative_information_score: 1781.927, mean_absolute_error: 0.0484, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9985, predictive_accuracy: 0.9985, prior_entropy: 0.9313, recall: 0.9985, relative_absolute_error: 0.1067, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0821, root_relative_squared_error: 0.1724, scimark_benchmark: 1855.4813, usercpu_time_millis: 21.527, usercpu_time_millis_testing: 0.806, usercpu_time_millis_training: 20.721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1898.4217, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0298, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0319, root_relative_squared_error: 0.067, scimark_benchmark: 1857.4161, usercpu_time_millis: 18.64, usercpu_time_millis_testing: 0.654, usercpu_time_millis_training: 17.986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1897.1199, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0305, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0345, root_relative_squared_error: 0.0725, scimark_benchmark: 1757.4715, usercpu_time_millis: 20.464, usercpu_time_millis_testing: 0.76, usercpu_time_millis_training: 19.704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9918, kappa: 0.9818, kb_relative_information_score: 1548.7493, mean_absolute_error: 0.1142, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9918, predictive_accuracy: 0.9918, prior_entropy: 0.9313, recall: 0.9918, relative_absolute_error: 0.252, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1546, root_relative_squared_error: 0.3248, scimark_benchmark: 1714.0055, usercpu_time_millis: 4.378, usercpu_time_millis_testing: 0.307, usercpu_time_millis_training: 4.071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1922.6595, mean_absolute_error: 0.0058, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0129, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0178, root_relative_squared_error: 0.0373, scimark_benchmark: 1743.7133, usercpu_time_millis: 14.82, usercpu_time_millis_testing: 0.39, usercpu_time_millis_training: 14.43,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9692, f_measure: 0.8035, kappa: 0.5565, kb_relative_information_score: 549.5652, mean_absolute_error: 0.347, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8548, predictive_accuracy: 0.8223, prior_entropy: 0.9313, recall: 0.8223, relative_absolute_error: 0.7659, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3809, root_relative_squared_error: 0.8002, scimark_benchmark: 1953.4165, usercpu_time_millis: 3.987, usercpu_time_millis_testing: 0.437, usercpu_time_millis_training: 3.55,

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