Task
Supervised Classification on climate-model-simulation-crashes

Supervised Classification on climate-model-simulation-crashes

Task 145839 Supervised Classification climate-model-simulation-crashes 60811 runs submitted
0 likes downloaded by 1 people , 1 total downloads 0 issues
Visibility: Public
Issue #Downvotes for this reason By


Metric:

60811 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: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1867.2269, usercpu_time_millis: 0.088, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.034,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1750.515, usercpu_time_millis: 0.105, usercpu_time_millis_testing: 0.065, usercpu_time_millis_training: 0.04,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8701, f_measure: 0.8741, kb_relative_information_score: -91.6635, mean_absolute_error: 0.138, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.8783, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2574, root_relative_squared_error: 0.9221, scimark_benchmark: 1852.9079, usercpu_time_millis: 0.105, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1750.5887, usercpu_time_millis: 0.109, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 0.043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8616, f_measure: 0.8795, kappa: 0.0975, kb_relative_information_score: -69.3409, mean_absolute_error: 0.1271, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8661, predictive_accuracy: 0.9037, prior_entropy: 0.4254, recall: 0.9037, relative_absolute_error: 0.8088, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.257, root_relative_squared_error: 0.9207, scimark_benchmark: 1852.3769, usercpu_time_millis: 0.164, usercpu_time_millis_testing: 0.068, usercpu_time_millis_training: 0.096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8702, f_measure: 0.8732, kappa: -0.0036, kb_relative_information_score: -91.3983, mean_absolute_error: 0.1377, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8367, predictive_accuracy: 0.913, prior_entropy: 0.4254, recall: 0.913, relative_absolute_error: 0.8763, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2572, root_relative_squared_error: 0.9213, scimark_benchmark: 1852.8351, usercpu_time_millis: 0.112, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 0.049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7923, f_measure: 0.8741, kb_relative_information_score: -37.3077, mean_absolute_error: 0.1544, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.9825, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2765, root_relative_squared_error: 0.9904, scimark_benchmark: 1867.725, usercpu_time_millis: 0.091, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1849.3707, usercpu_time_millis: 0.107, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 0.041,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1868.7112, usercpu_time_millis: 0.091, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8644, f_measure: 0.8853, kappa: 0.1209, kb_relative_information_score: -77.3051, mean_absolute_error: 0.1299, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8803, predictive_accuracy: 0.913, prior_entropy: 0.4254, recall: 0.913, relative_absolute_error: 0.8266, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2547, root_relative_squared_error: 0.9125, scimark_benchmark: 1865.4864, usercpu_time_millis: 0.106, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1878.7854, usercpu_time_millis: 0.087, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1896.2188, usercpu_time_millis: 0.094, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 0.035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.866, f_measure: 0.8804, kappa: 0.0835, kb_relative_information_score: -77.3718, mean_absolute_error: 0.1301, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8691, predictive_accuracy: 0.9093, prior_entropy: 0.4254, recall: 0.9093, relative_absolute_error: 0.8277, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.256, root_relative_squared_error: 0.917, scimark_benchmark: 1887.4574, usercpu_time_millis: 0.106, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8573, f_measure: 0.8741, kb_relative_information_score: -98.5629, mean_absolute_error: 0.1463, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.9308, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2648, root_relative_squared_error: 0.9487, scimark_benchmark: 1738.3168, usercpu_time_millis: 0.108, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 0.044,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1869.1029, usercpu_time_millis: 0.092, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8591, f_measure: 0.886, kappa: 0.1692, kb_relative_information_score: -63.4054, mean_absolute_error: 0.1244, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.876, predictive_accuracy: 0.9037, prior_entropy: 0.4254, recall: 0.9037, relative_absolute_error: 0.7919, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2617, root_relative_squared_error: 0.9375, scimark_benchmark: 1865.6227, usercpu_time_millis: 0.157, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 0.095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8601, f_measure: 0.884, kappa: 0.1466, kb_relative_information_score: -62.9274, mean_absolute_error: 0.125, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8731, predictive_accuracy: 0.9037, prior_entropy: 0.4254, recall: 0.9037, relative_absolute_error: 0.7953, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2604, root_relative_squared_error: 0.9327, scimark_benchmark: 1868.2531, usercpu_time_millis: 0.177, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 0.113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8644, f_measure: 0.8776, kappa: 0.0542, kb_relative_information_score: -75.9332, mean_absolute_error: 0.1296, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8636, predictive_accuracy: 0.9093, prior_entropy: 0.4254, recall: 0.9093, relative_absolute_error: 0.8245, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2534, root_relative_squared_error: 0.9078, scimark_benchmark: 1869.1727, usercpu_time_millis: 0.117, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 0.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8055, f_measure: 0.8741, kb_relative_information_score: -52.9421, mean_absolute_error: 0.1535, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.9768, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2751, root_relative_squared_error: 0.9853, scimark_benchmark: 1868.7112, usercpu_time_millis: 0.096, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.04,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1869.2422, usercpu_time_millis: 0.093, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8679, f_measure: 0.8741, kb_relative_information_score: -91.8451, mean_absolute_error: 0.1386, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.8818, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2576, root_relative_squared_error: 0.9226, scimark_benchmark: 1865.4965, usercpu_time_millis: 0.097, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.04,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7067, f_measure: 0.8741, kb_relative_information_score: -10.0638, mean_absolute_error: 0.1558, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.9912, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2788, root_relative_squared_error: 0.9985, scimark_benchmark: 1864.9656, usercpu_time_millis: 0.096, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1868.784, usercpu_time_millis: 0.093, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.866, f_measure: 0.8704, kappa: -0.0138, kb_relative_information_score: -81.9031, mean_absolute_error: 0.1324, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8363, predictive_accuracy: 0.9074, prior_entropy: 0.4254, recall: 0.9074, relative_absolute_error: 0.8426, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2536, root_relative_squared_error: 0.9086, scimark_benchmark: 1870.8114, usercpu_time_millis: 0.11, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 0.046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8607, f_measure: 0.8891, kappa: 0.1959, kb_relative_information_score: -65.1363, mean_absolute_error: 0.1243, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8803, predictive_accuracy: 0.9056, prior_entropy: 0.4254, recall: 0.9056, relative_absolute_error: 0.7914, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2617, root_relative_squared_error: 0.9374, scimark_benchmark: 1869.8223, usercpu_time_millis: 0.146, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 0.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8646, f_measure: 0.8852, kappa: 0.1515, kb_relative_information_score: -71.9869, mean_absolute_error: 0.1275, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8749, predictive_accuracy: 0.9056, prior_entropy: 0.4254, recall: 0.9056, relative_absolute_error: 0.8113, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2578, root_relative_squared_error: 0.9236, scimark_benchmark: 1809.6142, usercpu_time_millis: 0.126, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 0.06,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1868.7112, usercpu_time_millis: 0.09, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.033,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1869.7524, usercpu_time_millis: 0.094, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8639, f_measure: 0.8784, kappa: 0.0932, kb_relative_information_score: -71.3615, mean_absolute_error: 0.1278, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8643, predictive_accuracy: 0.9019, prior_entropy: 0.4254, recall: 0.9019, relative_absolute_error: 0.8135, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2574, root_relative_squared_error: 0.922, scimark_benchmark: 1808.2427, usercpu_time_millis: 0.125, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 0.059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1809.6812, usercpu_time_millis: 0.109, usercpu_time_millis_testing: 0.067, usercpu_time_millis_training: 0.042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1821.0364, usercpu_time_millis: 0.095, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8044, f_measure: 0.8741, kb_relative_information_score: -96.8303, mean_absolute_error: 0.1513, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.9626, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2719, root_relative_squared_error: 0.9742, scimark_benchmark: 1863.9794, usercpu_time_millis: 0.098, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.04,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8245, f_measure: 0.8741, kb_relative_information_score: -64.7141, mean_absolute_error: 0.1524, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.9702, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2734, root_relative_squared_error: 0.9794, scimark_benchmark: 1819.1269, usercpu_time_millis: 0.1, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8673, f_measure: 0.8741, kb_relative_information_score: -95.9221, mean_absolute_error: 0.1434, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.9123, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2612, root_relative_squared_error: 0.9356, scimark_benchmark: 1824.0799, usercpu_time_millis: 0.107, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 0.045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1869.6309, usercpu_time_millis: 0.094, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.865, f_measure: 0.8741, kb_relative_information_score: -97.4199, mean_absolute_error: 0.1439, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.9157, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2618, root_relative_squared_error: 0.938, scimark_benchmark: 1869.1029, usercpu_time_millis: 0.106, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 0.044,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8299, f_measure: 0.8741, kb_relative_information_score: -107.0463, mean_absolute_error: 0.1488, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.9469, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2685, root_relative_squared_error: 0.9617, scimark_benchmark: 1868.1832, usercpu_time_millis: 0.107, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 0.044,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1861.2508, usercpu_time_millis: 0.102, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 0.04,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1865.8853, usercpu_time_millis: 0.106, usercpu_time_millis_testing: 0.067, usercpu_time_millis_training: 0.039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1870.8114, usercpu_time_millis: 0.11, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 0.044,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8606, f_measure: 0.8852, kappa: 0.1515, kb_relative_information_score: -64.8802, mean_absolute_error: 0.1251, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8749, predictive_accuracy: 0.9056, prior_entropy: 0.4254, recall: 0.9056, relative_absolute_error: 0.7961, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2606, root_relative_squared_error: 0.9335, scimark_benchmark: 1868.784, usercpu_time_millis: 0.137, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7886, f_measure: 0.8741, kb_relative_information_score: -64.4828, mean_absolute_error: 0.1536, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.9773, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2751, root_relative_squared_error: 0.9854, scimark_benchmark: 1869.2942, usercpu_time_millis: 0.108, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 0.042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8606, f_measure: 0.8852, kappa: 0.1515, kb_relative_information_score: -64.4265, mean_absolute_error: 0.1252, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8749, predictive_accuracy: 0.9056, prior_entropy: 0.4254, recall: 0.9056, relative_absolute_error: 0.797, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2603, root_relative_squared_error: 0.9324, scimark_benchmark: 1868.2531, usercpu_time_millis: 0.147, usercpu_time_millis_testing: 0.068, usercpu_time_millis_training: 0.079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8669, f_measure: 0.8818, kappa: 0.1064, kb_relative_information_score: -77.9974, mean_absolute_error: 0.1291, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8704, predictive_accuracy: 0.9074, prior_entropy: 0.4254, recall: 0.9074, relative_absolute_error: 0.8213, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2567, root_relative_squared_error: 0.9196, scimark_benchmark: 1873.0711, usercpu_time_millis: 0.119, usercpu_time_millis_testing: 0.067, usercpu_time_millis_training: 0.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8585, f_measure: 0.886, kappa: 0.1692, kb_relative_information_score: -62.4855, mean_absolute_error: 0.1243, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.876, predictive_accuracy: 0.9037, prior_entropy: 0.4254, recall: 0.9037, relative_absolute_error: 0.7912, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2619, root_relative_squared_error: 0.9381, scimark_benchmark: 1871.8821, usercpu_time_millis: 0.184, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1904.2667, usercpu_time_millis: 0.097, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1904.9861, usercpu_time_millis: 0.097, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1839.5885, usercpu_time_millis: 0.1, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 0.038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8609, f_measure: 0.8872, kappa: 0.1743, kb_relative_information_score: -66.4432, mean_absolute_error: 0.1247, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8777, predictive_accuracy: 0.9056, prior_entropy: 0.4254, recall: 0.9056, relative_absolute_error: 0.7937, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2611, root_relative_squared_error: 0.9352, scimark_benchmark: 1855.6288, usercpu_time_millis: 0.137, usercpu_time_millis_testing: 0.065, usercpu_time_millis_training: 0.072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8592, f_measure: 0.886, kappa: 0.1692, kb_relative_information_score: -63.5664, mean_absolute_error: 0.1244, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.876, predictive_accuracy: 0.9037, prior_entropy: 0.4254, recall: 0.9037, relative_absolute_error: 0.7915, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2618, root_relative_squared_error: 0.9379, scimark_benchmark: 1865.3572, usercpu_time_millis: 0.141, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8614, f_measure: 0.884, kappa: 0.1466, kb_relative_information_score: -66.5595, mean_absolute_error: 0.1253, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8731, predictive_accuracy: 0.9037, prior_entropy: 0.4254, recall: 0.9037, relative_absolute_error: 0.7977, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2603, root_relative_squared_error: 0.9323, scimark_benchmark: 1839.1303, usercpu_time_millis: 0.131, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 0.068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1838.6023, usercpu_time_millis: 0.107, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 0.041,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1849.7595, usercpu_time_millis: 0.111, usercpu_time_millis_testing: 0.069, usercpu_time_millis_training: 0.042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8528, f_measure: 0.8741, kb_relative_information_score: -95.5888, mean_absolute_error: 0.1477, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.9402, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2668, root_relative_squared_error: 0.9556, scimark_benchmark: 1864.9656, usercpu_time_millis: 0.098, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.04,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7705, f_measure: 0.8741, kb_relative_information_score: -6.2617, mean_absolute_error: 0.1555, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.9896, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2784, root_relative_squared_error: 0.9974, scimark_benchmark: 1841.6148, usercpu_time_millis: 0.104, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 0.04,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8583, f_measure: 0.8866, kappa: 0.1856, kb_relative_information_score: -61.9398, mean_absolute_error: 0.1235, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8772, predictive_accuracy: 0.9019, prior_entropy: 0.4254, recall: 0.9019, relative_absolute_error: 0.7859, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2635, root_relative_squared_error: 0.9441, scimark_benchmark: 1864.5074, usercpu_time_millis: 0.183, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.126,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8715, f_measure: 0.8741, kb_relative_information_score: -85.9472, mean_absolute_error: 0.1366, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.8693, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2541, root_relative_squared_error: 0.9103, scimark_benchmark: 1869.6309, usercpu_time_millis: 0.097, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8674, f_measure: 0.8741, kb_relative_information_score: -92.6844, mean_absolute_error: 0.1392, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.8858, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2575, root_relative_squared_error: 0.9223, scimark_benchmark: 1870.2804, usercpu_time_millis: 0.092, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1842.598, usercpu_time_millis: 0.105, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 0.039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1900.4168, usercpu_time_millis: 0.095, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1863.9794, usercpu_time_millis: 0.093, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1884.9296, usercpu_time_millis: 0.087, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.034,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1887.2781, usercpu_time_millis: 0.088, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1902.8889, usercpu_time_millis: 0.083, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.03,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8631, f_measure: 0.8852, kappa: 0.1515, kb_relative_information_score: -68.6379, mean_absolute_error: 0.1271, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8749, predictive_accuracy: 0.9056, prior_entropy: 0.4254, recall: 0.9056, relative_absolute_error: 0.8086, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.258, root_relative_squared_error: 0.924, scimark_benchmark: 1869.2422, usercpu_time_millis: 0.118, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8601, f_measure: 0.8879, kappa: 0.1907, kb_relative_information_score: -64.177, mean_absolute_error: 0.124, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8787, predictive_accuracy: 0.9037, prior_entropy: 0.4254, recall: 0.9037, relative_absolute_error: 0.7891, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2623, root_relative_squared_error: 0.9398, scimark_benchmark: 1865.8853, usercpu_time_millis: 0.132, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1744.3899, usercpu_time_millis: 0.097, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1864.9656, usercpu_time_millis: 0.099, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1925.535, usercpu_time_millis: 0.09, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1748.0598, usercpu_time_millis: 0.101, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 0.038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1746.6883, usercpu_time_millis: 0.103, usercpu_time_millis_testing: 0.065, usercpu_time_millis_training: 0.038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1866.5348, usercpu_time_millis: 0.091, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8675, f_measure: 0.8741, kb_relative_information_score: -91.2574, mean_absolute_error: 0.1431, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.911, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2613, root_relative_squared_error: 0.9361, scimark_benchmark: 1747.1969, usercpu_time_millis: 0.101, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 0.042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1875.3104, usercpu_time_millis: 0.093, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8637, f_measure: 0.8741, kb_relative_information_score: -80.2816, mean_absolute_error: 0.1486, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.9459, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2677, root_relative_squared_error: 0.9591, scimark_benchmark: 1747.9576, usercpu_time_millis: 0.102, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.041,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1880.137, usercpu_time_millis: 0.095, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 0.036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.865, f_measure: 0.8736, kappa: 0.0192, kb_relative_information_score: -77.5272, mean_absolute_error: 0.1304, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8519, predictive_accuracy: 0.9074, prior_entropy: 0.4254, recall: 0.9074, relative_absolute_error: 0.8301, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2531, root_relative_squared_error: 0.9067, scimark_benchmark: 1761.4646, usercpu_time_millis: 0.115, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 0.053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1764.313, usercpu_time_millis: 0.098, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8682, f_measure: 0.8741, kb_relative_information_score: -92.0634, mean_absolute_error: 0.1422, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.9047, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2604, root_relative_squared_error: 0.9329, scimark_benchmark: 1892.7742, usercpu_time_millis: 0.1, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8587, f_measure: 0.886, kappa: 0.1692, kb_relative_information_score: -62.7579, mean_absolute_error: 0.1244, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.876, predictive_accuracy: 0.9037, prior_entropy: 0.4254, recall: 0.9037, relative_absolute_error: 0.792, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2616, root_relative_squared_error: 0.9372, scimark_benchmark: 1887.9156, usercpu_time_millis: 0.167, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8692, f_measure: 0.8741, kb_relative_information_score: -86.8615, mean_absolute_error: 0.1454, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.9251, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2635, root_relative_squared_error: 0.9438, scimark_benchmark: 1762.5035, usercpu_time_millis: 0.105, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 0.043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8584, f_measure: 0.8835, kappa: 0.1596, kb_relative_information_score: -62.4211, mean_absolute_error: 0.1239, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.873, predictive_accuracy: 0.9, prior_entropy: 0.4254, recall: 0.9, relative_absolute_error: 0.7886, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2627, root_relative_squared_error: 0.9409, scimark_benchmark: 1745.8253, usercpu_time_millis: 0.172, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8586, f_measure: 0.8848, kappa: 0.1643, kb_relative_information_score: -62.7531, mean_absolute_error: 0.1241, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8745, predictive_accuracy: 0.9019, prior_entropy: 0.4254, recall: 0.9019, relative_absolute_error: 0.7897, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2623, root_relative_squared_error: 0.9398, scimark_benchmark: 1746.3974, usercpu_time_millis: 0.177, usercpu_time_millis_testing: 0.067, usercpu_time_millis_training: 0.11,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8591, f_measure: 0.8866, kappa: 0.1856, kb_relative_information_score: -62.4885, mean_absolute_error: 0.1235, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8772, predictive_accuracy: 0.9019, prior_entropy: 0.4254, recall: 0.9019, relative_absolute_error: 0.7858, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2634, root_relative_squared_error: 0.9436, scimark_benchmark: 1749.5206, usercpu_time_millis: 0.178, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 0.108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1765.9617, usercpu_time_millis: 0.103, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 0.039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1746.226, usercpu_time_millis: 0.106, usercpu_time_millis_testing: 0.065, usercpu_time_millis_training: 0.041,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1768.4022, usercpu_time_millis: 0.105, usercpu_time_millis_testing: 0.065, usercpu_time_millis_training: 0.04,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8628, f_measure: 0.8807, kappa: 0.1019, kb_relative_information_score: -72.209, mean_absolute_error: 0.1282, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8681, predictive_accuracy: 0.9056, prior_entropy: 0.4254, recall: 0.9056, relative_absolute_error: 0.8159, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2565, root_relative_squared_error: 0.9187, scimark_benchmark: 1764.6252, usercpu_time_millis: 0.126, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 0.06,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8664, f_measure: 0.8741, kb_relative_information_score: -95.8157, mean_absolute_error: 0.1442, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.9179, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2622, root_relative_squared_error: 0.9393, scimark_benchmark: 1750.9537, usercpu_time_millis: 0.098, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.04,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1768.8741, usercpu_time_millis: 0.098, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1869.6309, usercpu_time_millis: 0.101, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 0.039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1764.282, usercpu_time_millis: 0.103, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 0.039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7915, f_measure: 0.8741, kb_relative_information_score: -51.767, mean_absolute_error: 0.1539, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.9796, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2757, root_relative_squared_error: 0.9876, scimark_benchmark: 1870.2804, usercpu_time_millis: 0.102, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 0.039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1865.8853, usercpu_time_millis: 0.103, usercpu_time_millis_testing: 0.065, usercpu_time_millis_training: 0.038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1870.3532, usercpu_time_millis: 0.095, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8598, f_measure: 0.884, kappa: 0.1466, kb_relative_information_score: -64.5704, mean_absolute_error: 0.1247, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8731, predictive_accuracy: 0.9037, prior_entropy: 0.4254, recall: 0.9037, relative_absolute_error: 0.7934, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2613, root_relative_squared_error: 0.9361, scimark_benchmark: 1867.725, usercpu_time_millis: 0.141, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.08,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8676, f_measure: 0.8741, kb_relative_information_score: -58.1959, mean_absolute_error: 0.1509, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.9604, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2709, root_relative_squared_error: 0.9705, scimark_benchmark: 1864.9656, usercpu_time_millis: 0.104, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 0.04,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1867.725, usercpu_time_millis: 0.1, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 0.037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8584, f_measure: 0.8866, kappa: 0.1856, kb_relative_information_score: -62.0142, mean_absolute_error: 0.1235, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8772, predictive_accuracy: 0.9019, prior_entropy: 0.4254, recall: 0.9019, relative_absolute_error: 0.7859, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2635, root_relative_squared_error: 0.944, scimark_benchmark: 1764.6862, usercpu_time_millis: 0.19, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8662, f_measure: 0.8746, kappa: 0.0229, kb_relative_information_score: -80.5898, mean_absolute_error: 0.1315, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8549, predictive_accuracy: 0.9093, prior_entropy: 0.4254, recall: 0.9093, relative_absolute_error: 0.8371, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2555, root_relative_squared_error: 0.9151, scimark_benchmark: 1768.0692, usercpu_time_millis: 0.115, usercpu_time_millis_testing: 0.065, usercpu_time_millis_training: 0.05,

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