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: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1936.2302, 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: 0.0028, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0168, root_relative_squared_error: 0.0352,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1924.7943, mean_absolute_error: 0.005, 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: 0.011, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0244, root_relative_squared_error: 0.0513,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1933.8849, 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: 0.4978, 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: 1938.9658, 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: 0.6036, f_measure: 0.5264, kappa: -0.0135, kb_relative_information_score: 22.6969, mean_absolute_error: 0.4413, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.5242, predictive_accuracy: 0.6363, prior_entropy: 0.9313, recall: 0.6363, relative_absolute_error: 0.974, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4694, root_relative_squared_error: 0.9862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1935.2114, mean_absolute_error: 0.0016, 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: 0.0035, 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: 0.9964, f_measure: 0.9985, kappa: 0.9966, kb_relative_information_score: 1924.0494, mean_absolute_error: 0.0048, 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: 0.0105, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0399, root_relative_squared_error: 0.0838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1935.397, 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: 0.9981, f_measure: 0.9704, kappa: 0.9353, kb_relative_information_score: 1746.8319, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9724, predictive_accuracy: 0.9701, prior_entropy: 0.9313, recall: 0.9701, relative_absolute_error: 0.1031, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1524, root_relative_squared_error: 0.3202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.9707, 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: 0.9991, f_measure: 0.981, kappa: 0.9584, kb_relative_information_score: 1851.9673, mean_absolute_error: 0.0203, 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: 0.0447, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1204, root_relative_squared_error: 0.2531,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.7963, 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: 0.0019, root_relative_squared_error: 0.0041,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4987, kb_relative_information_score: -6.0959, 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: 0.4857, f_measure: 0.5625, kappa: 0.0311, kb_relative_information_score: -61.7631, mean_absolute_error: 0.4587, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.5715, predictive_accuracy: 0.6342, prior_entropy: 0.9313, recall: 0.6342, relative_absolute_error: 1.0125, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.489, root_relative_squared_error: 1.0274,
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: 0.999, f_measure: 0.981, kappa: 0.9584, kb_relative_information_score: 1853.5241, 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: 0.0436, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1208, root_relative_squared_error: 0.2538,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.9694, 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: 0.9965, f_measure: 0.9342, kappa: 0.8586, kb_relative_information_score: 1569.2033, mean_absolute_error: 0.0872, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9439, predictive_accuracy: 0.933, prior_entropy: 0.9313, recall: 0.933, relative_absolute_error: 0.1925, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1993, root_relative_squared_error: 0.4188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1934.9873, mean_absolute_error: 0.0016, 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: 0.0036, 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: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.9675, 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: 0.9979, f_measure: 0.9658, kappa: 0.9254, kb_relative_information_score: 1733.108, mean_absolute_error: 0.0492, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9683, predictive_accuracy: 0.9655, prior_entropy: 0.9313, recall: 0.9655, relative_absolute_error: 0.1086, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1618, root_relative_squared_error: 0.34,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.9703, 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: 1935.1928, mean_absolute_error: 0.0016, 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: 0.0035, 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: 1938.7276, mean_absolute_error: 0.0007, 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: 0.0009, root_relative_squared_error: 0.0018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1936.0521, mean_absolute_error: 0.0015, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0033, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0074, root_relative_squared_error: 0.0156,
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: 0.5196, f_measure: 0.5797, kappa: 0.0494, kb_relative_information_score: 102.9207, mean_absolute_error: 0.4162, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.5719, predictive_accuracy: 0.6079, prior_entropy: 0.9313, recall: 0.6079, relative_absolute_error: 0.9187, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.5584, root_relative_squared_error: 1.1733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9897, kappa: 0.9772, kb_relative_information_score: 1828.9688, mean_absolute_error: 0.0278, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9897, predictive_accuracy: 0.9897, prior_entropy: 0.9313, recall: 0.9897, relative_absolute_error: 0.0613, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1034, root_relative_squared_error: 0.2173,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9537, kappa: 0.8997, kb_relative_information_score: 1648.3615, mean_absolute_error: 0.0697, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9587, predictive_accuracy: 0.9531, prior_entropy: 0.9313, recall: 0.9531, relative_absolute_error: 0.1539, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1733, root_relative_squared_error: 0.3642,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9734, kappa: 0.9419, kb_relative_information_score: 1801.3431, mean_absolute_error: 0.0325, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.975, predictive_accuracy: 0.9732, prior_entropy: 0.9313, recall: 0.9732, relative_absolute_error: 0.0718, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1534, root_relative_squared_error: 0.3222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9816, kappa: 0.9595, kb_relative_information_score: 1855.1915, mean_absolute_error: 0.0194, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9823, predictive_accuracy: 0.9815, prior_entropy: 0.9313, recall: 0.9815, relative_absolute_error: 0.0429, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1199, root_relative_squared_error: 0.252,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.981, kappa: 0.9584, kb_relative_information_score: 1848.5859, mean_absolute_error: 0.0214, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9817, predictive_accuracy: 0.9809, prior_entropy: 0.9313, recall: 0.9809, relative_absolute_error: 0.0471, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1194, root_relative_squared_error: 0.2509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.981, kappa: 0.9584, kb_relative_information_score: 1848.5206, mean_absolute_error: 0.0212, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9817, predictive_accuracy: 0.9809, prior_entropy: 0.9313, recall: 0.9809, relative_absolute_error: 0.0467, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1221, root_relative_squared_error: 0.2565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6084, f_measure: 0.6296, kappa: 0.1717, kb_relative_information_score: 115.0638, mean_absolute_error: 0.4176, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.6256, predictive_accuracy: 0.6363, prior_entropy: 0.9313, recall: 0.6363, relative_absolute_error: 0.9216, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.5018, root_relative_squared_error: 1.0544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1935.1389, mean_absolute_error: 0.0016, 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: 0.0035, 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: 1937.6927, mean_absolute_error: 0.001, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0045, root_relative_squared_error: 0.0095,
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: 0.9989, f_measure: 0.9765, kappa: 0.9485, kb_relative_information_score: 1804.9947, mean_absolute_error: 0.0318, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9777, predictive_accuracy: 0.9763, prior_entropy: 0.9313, recall: 0.9763, relative_absolute_error: 0.0702, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1508, root_relative_squared_error: 0.3168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1936.46, 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: 0.9992, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1936.6726, 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: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.9707, 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: 0.9524, kappa: 0.8936, kb_relative_information_score: 1632.3371, mean_absolute_error: 0.0769, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9553, predictive_accuracy: 0.9531, prior_entropy: 0.9313, recall: 0.9531, relative_absolute_error: 0.1697, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1841, root_relative_squared_error: 0.3868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.9609, 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: 1936.2621, 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: 0.0031, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0101, root_relative_squared_error: 0.0211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1936.2709, 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: 0.0027, 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: 0.9954, f_measure: 0.9616, kappa: 0.9158, kb_relative_information_score: 1703.0367, mean_absolute_error: 0.0578, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9626, predictive_accuracy: 0.9614, prior_entropy: 0.9313, recall: 0.9614, relative_absolute_error: 0.1277, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1723, root_relative_squared_error: 0.3621,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.9693, 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: 0.9968, f_measure: 0.9382, kappa: 0.8669, kb_relative_information_score: 1585.4893, mean_absolute_error: 0.0837, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9468, predictive_accuracy: 0.9371, prior_entropy: 0.9313, recall: 0.9371, relative_absolute_error: 0.1848, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1942, root_relative_squared_error: 0.4081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1932.6325, mean_absolute_error: 0.0024, 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: 0.0054, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0229, root_relative_squared_error: 0.048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1936.3117, 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: 0.0027, 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: 0.999, kappa: 0.9977, kb_relative_information_score: 1934.3453, mean_absolute_error: 0.0017, 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: 0.0038, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0233, root_relative_squared_error: 0.049,
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: 1938.9701, 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: 1938.9186, 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: 0.0022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9836, kappa: 0.964, kb_relative_information_score: 1797.968, mean_absolute_error: 0.0352, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9842, predictive_accuracy: 0.9835, prior_entropy: 0.9313, recall: 0.9835, relative_absolute_error: 0.0776, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1168, root_relative_squared_error: 0.2454,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5253, f_measure: 0.5787, kappa: 0.0795, kb_relative_information_score: -9.9539, mean_absolute_error: 0.4535, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.6278, predictive_accuracy: 0.6605, prior_entropy: 0.9313, recall: 0.6605, relative_absolute_error: 1.001, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.474, root_relative_squared_error: 0.9959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9964, kappa: 0.992, kb_relative_information_score: 1920.0129, mean_absolute_error: 0.0053, 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: 0.0117, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0468, root_relative_squared_error: 0.0984,
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: 1928.8365, mean_absolute_error: 0.0036, 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: 0.008, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0247, root_relative_squared_error: 0.0519,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.981, kappa: 0.9584, kb_relative_information_score: 1855.0839, mean_absolute_error: 0.0194, 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: 0.0429, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1195, root_relative_squared_error: 0.251,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9821, kappa: 0.9606, kb_relative_information_score: 1856.0972, mean_absolute_error: 0.0192, 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: 0.0423, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1202, root_relative_squared_error: 0.2526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1937.9402, 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: 0.0075, root_relative_squared_error: 0.0157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9805, kappa: 0.9573, kb_relative_information_score: 1845.6573, mean_absolute_error: 0.0218, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9814, predictive_accuracy: 0.9804, prior_entropy: 0.9313, recall: 0.9804, relative_absolute_error: 0.0482, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1287, root_relative_squared_error: 0.2704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1935.7824, 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: 0.0031, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0227, root_relative_squared_error: 0.0478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9704, kappa: 0.9353, kb_relative_information_score: 1794.239, mean_absolute_error: 0.0337, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9724, predictive_accuracy: 0.9701, prior_entropy: 0.9313, recall: 0.9701, relative_absolute_error: 0.0744, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1574, root_relative_squared_error: 0.3308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9985, kappa: 0.9966, kb_relative_information_score: 1926.0195, mean_absolute_error: 0.0039, 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: 0.0087, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0396, root_relative_squared_error: 0.0832,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6549, f_measure: 0.5699, kappa: 0.0865, kb_relative_information_score: -21.6379, mean_absolute_error: 0.451, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.736, predictive_accuracy: 0.6749, prior_entropy: 0.9313, recall: 0.6749, relative_absolute_error: 0.9955, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4663, root_relative_squared_error: 0.9797,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9886, kappa: 0.9749, kb_relative_information_score: 1823.1425, mean_absolute_error: 0.0316, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9887, predictive_accuracy: 0.9887, prior_entropy: 0.9313, recall: 0.9887, relative_absolute_error: 0.0698, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1133, root_relative_squared_error: 0.238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.981, kappa: 0.9584, kb_relative_information_score: 1853.8413, mean_absolute_error: 0.0197, 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: 0.0434, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.121, root_relative_squared_error: 0.2542,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1929.3858, mean_absolute_error: 0.0035, 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: 0.0077, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0233, root_relative_squared_error: 0.0489,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9765, kappa: 0.9485, kb_relative_information_score: 1767.5991, mean_absolute_error: 0.042, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9777, predictive_accuracy: 0.9763, prior_entropy: 0.9313, recall: 0.9763, relative_absolute_error: 0.0926, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1305, root_relative_squared_error: 0.2743,
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: 0.9992, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1916.1639, mean_absolute_error: 0.0078, 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: 0.0172, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0271, root_relative_squared_error: 0.057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6946, f_measure: 0.7129, kappa: 0.3507, kb_relative_information_score: 349.4814, mean_absolute_error: 0.3734, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.7257, predictive_accuracy: 0.7331, prior_entropy: 0.9313, recall: 0.7331, relative_absolute_error: 0.8241, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4446, root_relative_squared_error: 0.9342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.6138, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0015, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0009, root_relative_squared_error: 0.002,
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: 0.999, f_measure: 0.981, kappa: 0.9584, kb_relative_information_score: 1853.4926, 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: 0.0436, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1209, root_relative_squared_error: 0.254,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1936.3223, 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: 0.0027, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0222, root_relative_squared_error: 0.0466,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.946, f_measure: 0.8104, kappa: 0.6125, kb_relative_information_score: 969.6081, mean_absolute_error: 0.2219, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8547, predictive_accuracy: 0.8058, prior_entropy: 0.9313, recall: 0.8058, relative_absolute_error: 0.4897, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3356, root_relative_squared_error: 0.7051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9964, kappa: 0.992, kb_relative_information_score: 1917.3442, mean_absolute_error: 0.0059, 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: 0.0131, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0498, root_relative_squared_error: 0.1045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1936.3902, 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: 0.9992, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1929.1321, mean_absolute_error: 0.0036, 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: 0.0079, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0236, root_relative_squared_error: 0.0495,
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: 0.7777, f_measure: 0.5766, kappa: 0.1023, kb_relative_information_score: 212.482, mean_absolute_error: 0.3915, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.7857, predictive_accuracy: 0.6811, prior_entropy: 0.9313, recall: 0.6811, relative_absolute_error: 0.8641, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4356, root_relative_squared_error: 0.9153,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1935.4414, 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: 1937.4031, mean_absolute_error: 0.001, 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: 0.0091, root_relative_squared_error: 0.0191,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9954, kappa: 0.9897, kb_relative_information_score: 1905.7984, mean_absolute_error: 0.0092, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9954, predictive_accuracy: 0.9954, prior_entropy: 0.9313, recall: 0.9954, relative_absolute_error: 0.0203, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0651, root_relative_squared_error: 0.1368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.9707, 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: 1933.9856, 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: 0.0228, root_relative_squared_error: 0.048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.9707, 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: 1938.816, 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: 0.0018, root_relative_squared_error: 0.0038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.981, kappa: 0.9584, kb_relative_information_score: 1853.8994, mean_absolute_error: 0.0197, 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: 0.0434, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1212, root_relative_squared_error: 0.2546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6157, f_measure: 0.5292, kappa: -0.0295, kb_relative_information_score: -6.9836, mean_absolute_error: 0.4461, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.5175, predictive_accuracy: 0.6198, prior_entropy: 0.9313, recall: 0.6198, relative_absolute_error: 0.9846, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4703, root_relative_squared_error: 0.9882,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9805, kappa: 0.9573, kb_relative_information_score: 1842.6074, mean_absolute_error: 0.0231, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9812, predictive_accuracy: 0.9804, prior_entropy: 0.9313, recall: 0.9804, relative_absolute_error: 0.0509, 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: 0.903, f_measure: 0.8564, kappa: 0.6813, kb_relative_information_score: 1173.3881, mean_absolute_error: 0.1796, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8561, predictive_accuracy: 0.8573, prior_entropy: 0.9313, recall: 0.8573, relative_absolute_error: 0.3965, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3421, root_relative_squared_error: 0.7189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.9699, 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: 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,

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