OpenML
Supervised Classification on madelon

Supervised Classification on madelon

Task 9976 Supervised Classification madelon 54817 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • OpenML-CC18 OpenML100 study_107 study_123 study_14 study_98 study_99
Issue #Downvotes for this reason By


Metric:

54817 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: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1280.591, usercpu_time_millis: 5.701, usercpu_time_millis_testing: 0.547, usercpu_time_millis_training: 5.154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6064, f_measure: 0.6161, kappa: 0.2331, kb_relative_information_score: 189.0298, mean_absolute_error: 0.4719, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6171, predictive_accuracy: 0.6165, prior_entropy: 1, recall: 0.6165, relative_absolute_error: 0.9437, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4864, root_relative_squared_error: 0.9728, scimark_benchmark: 1302.6027, usercpu_time_millis: 5.887, usercpu_time_millis_testing: 0.542, usercpu_time_millis_training: 5.345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1301.1643, usercpu_time_millis: 5.438, usercpu_time_millis_testing: 0.664, usercpu_time_millis_training: 4.774,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6064, f_measure: 0.6161, kappa: 0.2331, kb_relative_information_score: 189.0298, mean_absolute_error: 0.4719, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6171, predictive_accuracy: 0.6165, prior_entropy: 1, recall: 0.6165, relative_absolute_error: 0.9437, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4864, root_relative_squared_error: 0.9728, scimark_benchmark: 1282.1622, usercpu_time_millis: 6, usercpu_time_millis_testing: 0.528, usercpu_time_millis_training: 5.472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6064, f_measure: 0.6161, kappa: 0.2331, kb_relative_information_score: 189.0298, mean_absolute_error: 0.4719, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6171, predictive_accuracy: 0.6165, prior_entropy: 1, recall: 0.6165, relative_absolute_error: 0.9437, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4864, root_relative_squared_error: 0.9728, scimark_benchmark: 1304.7293, usercpu_time_millis: 5.856, usercpu_time_millis_testing: 0.542, usercpu_time_millis_training: 5.314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1276.678, usercpu_time_millis: 5.426, usercpu_time_millis_testing: 0.516, usercpu_time_millis_training: 4.91,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1301.4545, usercpu_time_millis: 7.971, usercpu_time_millis_testing: 0.621, usercpu_time_millis_training: 7.35,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1281.0037, usercpu_time_millis: 5.703, usercpu_time_millis_testing: 0.526, usercpu_time_millis_training: 5.177,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1280.2434, usercpu_time_millis: 6.176, usercpu_time_millis_testing: 0.52, usercpu_time_millis_training: 5.656,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1283.6877, usercpu_time_millis: 5.805, usercpu_time_millis_testing: 0.548, usercpu_time_millis_training: 5.257,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6185, f_measure: 0.6157, kappa: 0.2315, kb_relative_information_score: 201.7052, mean_absolute_error: 0.4696, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6158, predictive_accuracy: 0.6158, prior_entropy: 1, recall: 0.6158, relative_absolute_error: 0.9391, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4854, root_relative_squared_error: 0.9708, scimark_benchmark: 1307.3935, usercpu_time_millis: 5.674, usercpu_time_millis_testing: 0.49, usercpu_time_millis_training: 5.184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1343.2793, usercpu_time_millis: 4.065, usercpu_time_millis_testing: 0.457, usercpu_time_millis_training: 3.608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1298.0819, usercpu_time_millis: 4.078, usercpu_time_millis_testing: 0.467, usercpu_time_millis_training: 3.611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1280.4751, usercpu_time_millis: 6.408, usercpu_time_millis_testing: 0.63, usercpu_time_millis_training: 5.778,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6528, f_measure: 0.6388, kappa: 0.3023, kb_relative_information_score: 348.8603, mean_absolute_error: 0.4446, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6751, predictive_accuracy: 0.6512, prior_entropy: 1, recall: 0.6512, relative_absolute_error: 0.8891, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4727, root_relative_squared_error: 0.9454, scimark_benchmark: 1273.6174, usercpu_time_millis: 6.73, usercpu_time_millis_testing: 0.57, usercpu_time_millis_training: 6.16,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1287.6153, usercpu_time_millis: 5.95, usercpu_time_millis_testing: 0.541, usercpu_time_millis_training: 5.409,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1304.7597, usercpu_time_millis: 5.035, usercpu_time_millis_testing: 0.499, usercpu_time_millis_training: 4.536,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1305.0597, usercpu_time_millis: 5.193, usercpu_time_millis_testing: 0.56, usercpu_time_millis_training: 4.633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1279.8344, usercpu_time_millis: 6.696, usercpu_time_millis_testing: 0.625, usercpu_time_millis_training: 6.071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1281.1227, usercpu_time_millis: 5.691, usercpu_time_millis_testing: 0.541, usercpu_time_millis_training: 5.15,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1283.5616, usercpu_time_millis: 5.668, usercpu_time_millis_testing: 0.628, usercpu_time_millis_training: 5.04,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1297.685, usercpu_time_millis: 5.67, usercpu_time_millis_testing: 0.594, usercpu_time_millis_training: 5.076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1303.0627, usercpu_time_millis: 6.527, usercpu_time_millis_testing: 0.572, usercpu_time_millis_training: 5.955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6064, f_measure: 0.6161, kappa: 0.2331, kb_relative_information_score: 189.0298, mean_absolute_error: 0.4719, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6171, predictive_accuracy: 0.6165, prior_entropy: 1, recall: 0.6165, relative_absolute_error: 0.9437, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4864, root_relative_squared_error: 0.9728, scimark_benchmark: 1307.7931, usercpu_time_millis: 7.484, usercpu_time_millis_testing: 0.583, usercpu_time_millis_training: 6.901,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8181, f_measure: 0.758, kappa: 0.5162, kb_relative_information_score: 989.2573, mean_absolute_error: 0.3256, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7583, predictive_accuracy: 0.7581, prior_entropy: 1, recall: 0.7581, relative_absolute_error: 0.6513, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4159, root_relative_squared_error: 0.8318, scimark_benchmark: 1278.4298, usercpu_time_millis: 7.953, usercpu_time_millis_testing: 0.506, usercpu_time_millis_training: 7.447,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6064, f_measure: 0.6161, kappa: 0.2331, kb_relative_information_score: 189.0298, mean_absolute_error: 0.4719, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6171, predictive_accuracy: 0.6165, prior_entropy: 1, recall: 0.6165, relative_absolute_error: 0.9437, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4864, root_relative_squared_error: 0.9728, scimark_benchmark: 1306.4468, usercpu_time_millis: 6.828, usercpu_time_millis_testing: 0.581, usercpu_time_millis_training: 6.247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7462, f_measure: 0.7194, kappa: 0.4392, kb_relative_information_score: 679.0201, mean_absolute_error: 0.3862, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7203, predictive_accuracy: 0.7196, prior_entropy: 1, recall: 0.7196, relative_absolute_error: 0.7723, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4451, root_relative_squared_error: 0.8902, scimark_benchmark: 1274.7756, usercpu_time_millis: 7.504, usercpu_time_millis_testing: 0.602, usercpu_time_millis_training: 6.902,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6064, f_measure: 0.6161, kappa: 0.2331, kb_relative_information_score: 189.0298, mean_absolute_error: 0.4719, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6171, predictive_accuracy: 0.6165, prior_entropy: 1, recall: 0.6165, relative_absolute_error: 0.9437, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4864, root_relative_squared_error: 0.9728, scimark_benchmark: 1306.5179, usercpu_time_millis: 5.991, usercpu_time_millis_testing: 0.593, usercpu_time_millis_training: 5.398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1308.4452, usercpu_time_millis: 5.483, usercpu_time_millis_testing: 0.544, usercpu_time_millis_training: 4.939,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7637, f_measure: 0.7354, kappa: 0.4708, kb_relative_information_score: 767.5285, mean_absolute_error: 0.3701, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7354, predictive_accuracy: 0.7354, prior_entropy: 1, recall: 0.7354, relative_absolute_error: 0.7402, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4363, root_relative_squared_error: 0.8726, scimark_benchmark: 1304.9315, usercpu_time_millis: 8.031, usercpu_time_millis_testing: 0.555, usercpu_time_millis_training: 7.476,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1292.8714, usercpu_time_millis: 5.174, usercpu_time_millis_testing: 0.486, usercpu_time_millis_training: 4.688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1307.8989, usercpu_time_millis: 5.599, usercpu_time_millis_testing: 0.653, usercpu_time_millis_training: 4.946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1306.8891, usercpu_time_millis: 5.624, usercpu_time_millis_testing: 0.531, usercpu_time_millis_training: 5.093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1303.3976, usercpu_time_millis: 4.844, usercpu_time_millis_testing: 0.501, usercpu_time_millis_training: 4.343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7462, f_measure: 0.7194, kappa: 0.4392, kb_relative_information_score: 679.0201, mean_absolute_error: 0.3862, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7203, predictive_accuracy: 0.7196, prior_entropy: 1, recall: 0.7196, relative_absolute_error: 0.7723, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4451, root_relative_squared_error: 0.8902, scimark_benchmark: 1279.3791, usercpu_time_millis: 6.984, usercpu_time_millis_testing: 0.552, usercpu_time_millis_training: 6.432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1312.0345, usercpu_time_millis: 4.403, usercpu_time_millis_testing: 0.489, usercpu_time_millis_training: 3.914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1275.7773, usercpu_time_millis: 4.881, usercpu_time_millis_testing: 0.513, usercpu_time_millis_training: 4.368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1304.2411, usercpu_time_millis: 4.822, usercpu_time_millis_testing: 0.503, usercpu_time_millis_training: 4.319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1278.5575, usercpu_time_millis: 6.432, usercpu_time_millis_testing: 0.611, usercpu_time_millis_training: 5.821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1305.5346, usercpu_time_millis: 5.267, usercpu_time_millis_testing: 0.511, usercpu_time_millis_training: 4.756,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1305.4163, usercpu_time_millis: 5.642, usercpu_time_millis_testing: 0.548, usercpu_time_millis_training: 5.094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6064, f_measure: 0.6161, kappa: 0.2331, kb_relative_information_score: 189.0298, mean_absolute_error: 0.4719, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6171, predictive_accuracy: 0.6165, prior_entropy: 1, recall: 0.6165, relative_absolute_error: 0.9437, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4864, root_relative_squared_error: 0.9728, scimark_benchmark: 1282.8407, usercpu_time_millis: 6.988, usercpu_time_millis_testing: 0.626, usercpu_time_millis_training: 6.362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6801, f_measure: 0.6555, kappa: 0.3246, kb_relative_information_score: 409.8209, mean_absolute_error: 0.4341, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6763, predictive_accuracy: 0.6623, prior_entropy: 1, recall: 0.6623, relative_absolute_error: 0.8681, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4694, root_relative_squared_error: 0.9388, scimark_benchmark: 1278.2515, usercpu_time_millis: 6.524, usercpu_time_millis_testing: 0.53, usercpu_time_millis_training: 5.994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1274.683, usercpu_time_millis: 4.867, usercpu_time_millis_testing: 0.496, usercpu_time_millis_training: 4.371,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1305.3586, usercpu_time_millis: 6.856, usercpu_time_millis_testing: 0.529, usercpu_time_millis_training: 6.327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1277.0553, usercpu_time_millis: 5.367, usercpu_time_millis_testing: 0.526, usercpu_time_millis_training: 4.841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6064, f_measure: 0.6161, kappa: 0.2331, kb_relative_information_score: 189.0298, mean_absolute_error: 0.4719, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6171, predictive_accuracy: 0.6165, prior_entropy: 1, recall: 0.6165, relative_absolute_error: 0.9437, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4864, root_relative_squared_error: 0.9728, scimark_benchmark: 1276.9732, usercpu_time_millis: 6.327, usercpu_time_millis_testing: 0.527, usercpu_time_millis_training: 5.8,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6064, f_measure: 0.6161, kappa: 0.2331, kb_relative_information_score: 189.0298, mean_absolute_error: 0.4719, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6171, predictive_accuracy: 0.6165, prior_entropy: 1, recall: 0.6165, relative_absolute_error: 0.9437, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4864, root_relative_squared_error: 0.9728, scimark_benchmark: 1281.0657, usercpu_time_millis: 6.911, usercpu_time_millis_testing: 0.545, usercpu_time_millis_training: 6.366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6064, f_measure: 0.6161, kappa: 0.2331, kb_relative_information_score: 189.0298, mean_absolute_error: 0.4719, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6171, predictive_accuracy: 0.6165, prior_entropy: 1, recall: 0.6165, relative_absolute_error: 0.9437, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4864, root_relative_squared_error: 0.9728, scimark_benchmark: 1303.4927, usercpu_time_millis: 6.526, usercpu_time_millis_testing: 0.516, usercpu_time_millis_training: 6.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1286.9205, usercpu_time_millis: 5.057, usercpu_time_millis_testing: 0.526, usercpu_time_millis_training: 4.531,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6064, f_measure: 0.6161, kappa: 0.2331, kb_relative_information_score: 189.0298, mean_absolute_error: 0.4719, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6171, predictive_accuracy: 0.6165, prior_entropy: 1, recall: 0.6165, relative_absolute_error: 0.9437, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4864, root_relative_squared_error: 0.9728, scimark_benchmark: 1282.1497, usercpu_time_millis: 7.273, usercpu_time_millis_testing: 0.553, usercpu_time_millis_training: 6.72,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6064, f_measure: 0.6161, kappa: 0.2331, kb_relative_information_score: 189.0298, mean_absolute_error: 0.4719, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6171, predictive_accuracy: 0.6165, prior_entropy: 1, recall: 0.6165, relative_absolute_error: 0.9437, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4864, root_relative_squared_error: 0.9728, scimark_benchmark: 1286.3782, usercpu_time_millis: 6.395, usercpu_time_millis_testing: 0.542, usercpu_time_millis_training: 5.853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.659, f_measure: 0.6403, kappa: 0.3031, kb_relative_information_score: 360.2374, mean_absolute_error: 0.4425, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6732, predictive_accuracy: 0.6515, prior_entropy: 1, recall: 0.6515, relative_absolute_error: 0.8851, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4726, root_relative_squared_error: 0.9451, scimark_benchmark: 1295.5061, usercpu_time_millis: 6.553, usercpu_time_millis_testing: 0.498, usercpu_time_millis_training: 6.055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1347.7081, usercpu_time_millis: 4.046, usercpu_time_millis_testing: 0.46, usercpu_time_millis_training: 3.586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1292.8346, usercpu_time_millis: 4.165, usercpu_time_millis_testing: 0.47, usercpu_time_millis_training: 3.695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1289.5879, usercpu_time_millis: 4.118, usercpu_time_millis_testing: 0.476, usercpu_time_millis_training: 3.642,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1296.3161, usercpu_time_millis: 4.145, usercpu_time_millis_testing: 0.475, usercpu_time_millis_training: 3.67,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5982, f_measure: 0.5696, kappa: 0.1392, kb_relative_information_score: 195.5962, mean_absolute_error: 0.4676, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5696, predictive_accuracy: 0.5696, prior_entropy: 1, recall: 0.5696, relative_absolute_error: 0.9351, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5033, root_relative_squared_error: 1.0065, scimark_benchmark: 1267.0345, usercpu_time_millis: 1700.469, usercpu_time_millis_testing: 0.279, usercpu_time_millis_training: 1700.19,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.705, f_measure: 0.6492, kappa: 0.2985, kb_relative_information_score: 666.7792, mean_absolute_error: 0.3772, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6492, predictive_accuracy: 0.6492, prior_entropy: 1, recall: 0.6492, relative_absolute_error: 0.7544, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5018, root_relative_squared_error: 1.0035, scimark_benchmark: 1308.659, usercpu_time_millis: 2269.562, usercpu_time_millis_testing: 2.455, usercpu_time_millis_training: 2267.107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6192, f_measure: 0.5884, kappa: 0.1769, kb_relative_information_score: 190.2886, mean_absolute_error: 0.4698, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5885, predictive_accuracy: 0.5885, prior_entropy: 1, recall: 0.5885, relative_absolute_error: 0.9397, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4912, root_relative_squared_error: 0.9824, scimark_benchmark: 1304.9179, usercpu_time_millis: 537.146, usercpu_time_millis_testing: 0.242, usercpu_time_millis_training: 536.904,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7323, f_measure: 0.6677, kappa: 0.3354, kb_relative_information_score: 588.4761, mean_absolute_error: 0.3974, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6677, predictive_accuracy: 0.6677, prior_entropy: 1, recall: 0.6677, relative_absolute_error: 0.7948, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4603, root_relative_squared_error: 0.9206, scimark_benchmark: 1269.64, usercpu_time_millis: 3700.386, usercpu_time_millis_testing: 7.09, usercpu_time_millis_training: 3693.296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6639, f_measure: 0.6122, kappa: 0.2246, kb_relative_information_score: 180.6684, mean_absolute_error: 0.473, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6124, predictive_accuracy: 0.6123, prior_entropy: 1, recall: 0.6123, relative_absolute_error: 0.946, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4818, root_relative_squared_error: 0.9637, scimark_benchmark: 1265.8588, usercpu_time_millis: 138.228, usercpu_time_millis_testing: 0.313, usercpu_time_millis_training: 137.915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8233, f_measure: 0.7422, kappa: 0.4846, kb_relative_information_score: 939.8547, mean_absolute_error: 0.3328, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7427, predictive_accuracy: 0.7423, prior_entropy: 1, recall: 0.7423, relative_absolute_error: 0.6656, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4135, root_relative_squared_error: 0.8271, scimark_benchmark: 1282.9802, usercpu_time_millis: 271.381, usercpu_time_millis_testing: 0.537, usercpu_time_millis_training: 270.844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6046, f_measure: 0.5707, kappa: 0.1415, kb_relative_information_score: 194.0172, mean_absolute_error: 0.4683, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5708, predictive_accuracy: 0.5708, prior_entropy: 1, recall: 0.5708, relative_absolute_error: 0.9366, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4985, root_relative_squared_error: 0.9971, scimark_benchmark: 1288.2629, usercpu_time_millis: 954.702, usercpu_time_millis_testing: 0.238, usercpu_time_millis_training: 954.464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6321, f_measure: 0.6019, kappa: 0.2038, kb_relative_information_score: 161.4913, mean_absolute_error: 0.4756, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6019, predictive_accuracy: 0.6019, prior_entropy: 1, recall: 0.6019, relative_absolute_error: 0.9511, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.487, root_relative_squared_error: 0.9741, scimark_benchmark: 1283.7436, usercpu_time_millis: 1537.491, usercpu_time_millis_testing: 0.239, usercpu_time_millis_training: 1537.252,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6324, f_measure: 0.6046, kappa: 0.2092, kb_relative_information_score: 170.4771, mean_absolute_error: 0.474, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6047, predictive_accuracy: 0.6046, prior_entropy: 1, recall: 0.6046, relative_absolute_error: 0.948, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4868, root_relative_squared_error: 0.9737, scimark_benchmark: 1281.5277, usercpu_time_millis: 192.413, usercpu_time_millis_testing: 0.232, usercpu_time_millis_training: 192.181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6289, f_measure: 0.6027, kappa: 0.2054, kb_relative_information_score: 137.8497, mean_absolute_error: 0.4795, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6027, predictive_accuracy: 0.6027, prior_entropy: 1, recall: 0.6027, relative_absolute_error: 0.959, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.488, root_relative_squared_error: 0.976, scimark_benchmark: 1285.6512, usercpu_time_millis: 1382.761, usercpu_time_millis_testing: 0.241, usercpu_time_millis_training: 1382.52,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6744, f_measure: 0.6123, kappa: 0.2246, kb_relative_information_score: 216.3023, mean_absolute_error: 0.4669, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6123, predictive_accuracy: 0.6123, prior_entropy: 1, recall: 0.6123, relative_absolute_error: 0.9338, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4785, root_relative_squared_error: 0.957, scimark_benchmark: 1263.1254, usercpu_time_millis: 643.07, usercpu_time_millis_testing: 1.072, usercpu_time_millis_training: 641.998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6237, f_measure: 0.5976, kappa: 0.1954, kb_relative_information_score: 4.8636, mean_absolute_error: 0.4993, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5978, predictive_accuracy: 0.5977, prior_entropy: 1, recall: 0.5977, relative_absolute_error: 0.9987, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4994, root_relative_squared_error: 0.9987, scimark_benchmark: 1285.7808, usercpu_time_millis: 109.975, usercpu_time_millis_testing: 0.243, usercpu_time_millis_training: 109.732,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6258, f_measure: 0.5969, kappa: 0.1938, kb_relative_information_score: 67.6998, mean_absolute_error: 0.4905, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5969, predictive_accuracy: 0.5969, prior_entropy: 1, recall: 0.5969, relative_absolute_error: 0.9809, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4924, root_relative_squared_error: 0.9848, scimark_benchmark: 1269.6566, usercpu_time_millis: 44.988, usercpu_time_millis_testing: 0.257, usercpu_time_millis_training: 44.731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6244, f_measure: 0.5965, kappa: 0.1931, kb_relative_information_score: 27.2604, mean_absolute_error: 0.4963, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5965, predictive_accuracy: 0.5965, prior_entropy: 1, recall: 0.5965, relative_absolute_error: 0.9926, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4966, root_relative_squared_error: 0.9932, scimark_benchmark: 1265.528, usercpu_time_millis: 526.215, usercpu_time_millis_testing: 0.242, usercpu_time_millis_training: 525.973,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5901, f_measure: 0.5596, kappa: 0.1192, kb_relative_information_score: 197.7203, mean_absolute_error: 0.4664, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5596, predictive_accuracy: 0.5596, prior_entropy: 1, recall: 0.5596, relative_absolute_error: 0.9329, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5113, root_relative_squared_error: 1.0225, scimark_benchmark: 1295.1668, usercpu_time_millis: 1066.905, usercpu_time_millis_testing: 0.263, usercpu_time_millis_training: 1066.642,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7159, f_measure: 0.6246, kappa: 0.25, kb_relative_information_score: 103.8015, mean_absolute_error: 0.4854, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6255, predictive_accuracy: 0.625, prior_entropy: 1, recall: 0.625, relative_absolute_error: 0.9708, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4867, root_relative_squared_error: 0.9735, scimark_benchmark: 1297.9415, usercpu_time_millis: 573.404, usercpu_time_millis_testing: 0.85, usercpu_time_millis_training: 572.554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5852, f_measure: 0.5708, kappa: 0.1415, kb_relative_information_score: 207.3579, mean_absolute_error: 0.4642, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5708, predictive_accuracy: 0.5708, prior_entropy: 1, recall: 0.5708, relative_absolute_error: 0.9285, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5217, root_relative_squared_error: 1.0433, scimark_benchmark: 1293.655, usercpu_time_millis: 2766.981, usercpu_time_millis_testing: 0.228, usercpu_time_millis_training: 2766.753,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7791, f_measure: 0.6988, kappa: 0.3977, kb_relative_information_score: 798.6964, mean_absolute_error: 0.3566, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6991, predictive_accuracy: 0.6988, prior_entropy: 1, recall: 0.6988, relative_absolute_error: 0.7132, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4412, root_relative_squared_error: 0.8823, scimark_benchmark: 1264.721, usercpu_time_millis: 2623.096, usercpu_time_millis_testing: 7.125, usercpu_time_millis_training: 2615.971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6262, f_measure: 0.5954, kappa: 0.1908, kb_relative_information_score: 90.0553, mean_absolute_error: 0.4871, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5954, predictive_accuracy: 0.5954, prior_entropy: 1, recall: 0.5954, relative_absolute_error: 0.9742, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4906, root_relative_squared_error: 0.9812, scimark_benchmark: 1273.6348, usercpu_time_millis: 1847.005, usercpu_time_millis_testing: 0.234, usercpu_time_millis_training: 1846.771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6785, f_measure: 0.6342, kappa: 0.2685, kb_relative_information_score: 596.2694, mean_absolute_error: 0.3893, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6343, predictive_accuracy: 0.6342, prior_entropy: 1, recall: 0.6342, relative_absolute_error: 0.7786, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5251, root_relative_squared_error: 1.0503, scimark_benchmark: 1301.9667, usercpu_time_millis: 323.263, usercpu_time_millis_testing: 0.468, usercpu_time_millis_training: 322.795,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6318, f_measure: 0.6031, kappa: 0.2062, kb_relative_information_score: 158.8202, mean_absolute_error: 0.476, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6031, predictive_accuracy: 0.6031, prior_entropy: 1, recall: 0.6031, relative_absolute_error: 0.9521, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4871, root_relative_squared_error: 0.9743, scimark_benchmark: 1272.6155, usercpu_time_millis: 1147.026, usercpu_time_millis_testing: 0.266, usercpu_time_millis_training: 1146.76,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5859, f_measure: 0.5692, kappa: 0.1385, kb_relative_information_score: 204.7845, mean_absolute_error: 0.4648, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5692, predictive_accuracy: 0.5692, prior_entropy: 1, recall: 0.5692, relative_absolute_error: 0.9295, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5195, root_relative_squared_error: 1.0391, scimark_benchmark: 1306.9786, usercpu_time_millis: 1908.774, usercpu_time_millis_testing: 0.225, usercpu_time_millis_training: 1908.549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8088, f_measure: 0.7272, kappa: 0.4546, kb_relative_information_score: 582.3236, mean_absolute_error: 0.405, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7277, predictive_accuracy: 0.7273, prior_entropy: 1, recall: 0.7273, relative_absolute_error: 0.8101, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4319, root_relative_squared_error: 0.8637, scimark_benchmark: 1280.7088, usercpu_time_millis: 25.341, usercpu_time_millis_testing: 0.243, usercpu_time_millis_training: 25.098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7394, f_measure: 0.6732, kappa: 0.3477, kb_relative_information_score: 353.3157, mean_absolute_error: 0.4448, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6752, predictive_accuracy: 0.6738, prior_entropy: 1, recall: 0.6738, relative_absolute_error: 0.8896, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4601, root_relative_squared_error: 0.9202, scimark_benchmark: 1282.8001, usercpu_time_millis: 1174.681, usercpu_time_millis_testing: 0.891, usercpu_time_millis_training: 1173.79,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6814, f_measure: 0.6238, kappa: 0.2477, kb_relative_information_score: 307.5174, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6239, predictive_accuracy: 0.6238, prior_entropy: 1, recall: 0.6238, relative_absolute_error: 0.9012, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4739, root_relative_squared_error: 0.9477, scimark_benchmark: 1263.8041, usercpu_time_millis: 2360.197, usercpu_time_millis_testing: 2.203, usercpu_time_millis_training: 2357.994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6291, f_measure: 0.6004, kappa: 0.2008, kb_relative_information_score: 139.7832, mean_absolute_error: 0.4792, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6004, predictive_accuracy: 0.6004, prior_entropy: 1, recall: 0.6004, relative_absolute_error: 0.9584, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4879, root_relative_squared_error: 0.9759, scimark_benchmark: 1294.7974, usercpu_time_millis: 1487.503, usercpu_time_millis_testing: 0.229, usercpu_time_millis_training: 1487.274,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5982, f_measure: 0.5688, kappa: 0.1377, kb_relative_information_score: 199.1291, mean_absolute_error: 0.4668, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5689, predictive_accuracy: 0.5688, prior_entropy: 1, recall: 0.5688, relative_absolute_error: 0.9336, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5038, root_relative_squared_error: 1.0076, scimark_benchmark: 1271.7185, usercpu_time_millis: 772.031, usercpu_time_millis_testing: 0.56, usercpu_time_millis_training: 771.471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.626, f_measure: 0.5954, kappa: 0.1908, kb_relative_information_score: 85.7529, mean_absolute_error: 0.4878, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5954, predictive_accuracy: 0.5954, prior_entropy: 1, recall: 0.5954, relative_absolute_error: 0.9755, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4909, root_relative_squared_error: 0.9819, scimark_benchmark: 1300.538, usercpu_time_millis: 929.133, usercpu_time_millis_testing: 0.227, usercpu_time_millis_training: 928.906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5871, f_measure: 0.5581, kappa: 0.1162, kb_relative_information_score: 198.3904, mean_absolute_error: 0.466, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5581, predictive_accuracy: 0.5581, prior_entropy: 1, recall: 0.5581, relative_absolute_error: 0.9321, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5151, root_relative_squared_error: 1.0302, scimark_benchmark: 1300.6991, usercpu_time_millis: 904.492, usercpu_time_millis_testing: 0.238, usercpu_time_millis_training: 904.254,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7898, f_measure: 0.7084, kappa: 0.4169, kb_relative_information_score: 672.4897, mean_absolute_error: 0.3856, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7087, predictive_accuracy: 0.7085, prior_entropy: 1, recall: 0.7085, relative_absolute_error: 0.7711, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4324, root_relative_squared_error: 0.8649, scimark_benchmark: 1279.5895, usercpu_time_millis: 1978.303, usercpu_time_millis_testing: 1.547, usercpu_time_millis_training: 1976.756,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6033, f_measure: 0.5692, kappa: 0.1585, kb_relative_information_score: 0.0029, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5873, predictive_accuracy: 0.5792, prior_entropy: 1, recall: 0.5792, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1280.7895, usercpu_time_millis: 1156.399, usercpu_time_millis_testing: 1.021, usercpu_time_millis_training: 1155.378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1304.1018, usercpu_time_millis: 650.801, usercpu_time_millis_testing: 0.646, usercpu_time_millis_training: 650.155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6273, f_measure: 0.5977, kappa: 0.1954, kb_relative_information_score: 117.4107, mean_absolute_error: 0.4828, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5977, predictive_accuracy: 0.5977, prior_entropy: 1, recall: 0.5977, relative_absolute_error: 0.9656, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4889, root_relative_squared_error: 0.9779, scimark_benchmark: 1245.4515, usercpu_time_millis: 1027.542, usercpu_time_millis_testing: 0.233, usercpu_time_millis_training: 1027.309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6962, f_measure: 0.63, kappa: 0.26, kb_relative_information_score: 263.8662, mean_absolute_error: 0.459, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.63, predictive_accuracy: 0.63, prior_entropy: 1, recall: 0.63, relative_absolute_error: 0.918, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.472, root_relative_squared_error: 0.9441, scimark_benchmark: 1253.3309, usercpu_time_millis: 1792.136, usercpu_time_millis_testing: 4.218, usercpu_time_millis_training: 1787.918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6291, f_measure: 0.6015, kappa: 0.2031, kb_relative_information_score: 140.0482, mean_absolute_error: 0.4792, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6015, predictive_accuracy: 0.6015, prior_entropy: 1, recall: 0.6015, relative_absolute_error: 0.9583, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4879, root_relative_squared_error: 0.9758, scimark_benchmark: 1281.2065, usercpu_time_millis: 1819.323, usercpu_time_millis_testing: 0.243, usercpu_time_millis_training: 1819.08,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6315, f_measure: 0.6035, kappa: 0.2069, kb_relative_information_score: 156.6246, mean_absolute_error: 0.4764, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6035, predictive_accuracy: 0.6035, prior_entropy: 1, recall: 0.6035, relative_absolute_error: 0.9528, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4872, root_relative_squared_error: 0.9744, scimark_benchmark: 1249.3454, usercpu_time_millis: 1093.259, usercpu_time_millis_testing: 0.238, usercpu_time_millis_training: 1093.021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7019, f_measure: 0.6441, kappa: 0.2885, kb_relative_information_score: 612.8993, mean_absolute_error: 0.3877, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6444, predictive_accuracy: 0.6442, prior_entropy: 1, recall: 0.6442, relative_absolute_error: 0.7755, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4942, root_relative_squared_error: 0.9885, scimark_benchmark: 1260.4566, usercpu_time_millis: 862.325, usercpu_time_millis_testing: 1.467, usercpu_time_millis_training: 860.858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6925, f_measure: 0.6423, kappa: 0.2846, kb_relative_information_score: 448.7936, mean_absolute_error: 0.4236, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6423, predictive_accuracy: 0.6423, prior_entropy: 1, recall: 0.6423, relative_absolute_error: 0.8473, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4754, root_relative_squared_error: 0.9507, scimark_benchmark: 1265.033, usercpu_time_millis: 2633.848, usercpu_time_millis_testing: 4.035, usercpu_time_millis_training: 2629.813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6292, f_measure: 0.6031, kappa: 0.2062, kb_relative_information_score: 138.8598, mean_absolute_error: 0.4794, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6031, predictive_accuracy: 0.6031, prior_entropy: 1, recall: 0.6031, relative_absolute_error: 0.9587, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.488, root_relative_squared_error: 0.9759, scimark_benchmark: 1256.0943, usercpu_time_millis: 389.355, usercpu_time_millis_testing: 0.235, usercpu_time_millis_training: 389.12,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5879, f_measure: 0.5692, kappa: 0.1385, kb_relative_information_score: 201.6225, mean_absolute_error: 0.4656, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5692, predictive_accuracy: 0.5692, prior_entropy: 1, recall: 0.5692, relative_absolute_error: 0.9311, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5155, root_relative_squared_error: 1.0311, scimark_benchmark: 1259.4174, usercpu_time_millis: 2444.15, usercpu_time_millis_testing: 0.253, usercpu_time_millis_training: 2443.897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5917, f_measure: 0.5654, kappa: 0.1308, kb_relative_information_score: 197.8855, mean_absolute_error: 0.4666, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5654, predictive_accuracy: 0.5654, prior_entropy: 1, recall: 0.5654, relative_absolute_error: 0.9332, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5097, root_relative_squared_error: 1.0195, scimark_benchmark: 1282.8248, usercpu_time_millis: 1691.557, usercpu_time_millis_testing: 0.254, usercpu_time_millis_training: 1691.303,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7369, f_measure: 0.6508, kappa: 0.3038, kb_relative_information_score: 201.479, mean_absolute_error: 0.4706, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6538, predictive_accuracy: 0.6519, prior_entropy: 1, recall: 0.6519, relative_absolute_error: 0.9412, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4749, root_relative_squared_error: 0.9497, scimark_benchmark: 1285.4751, usercpu_time_millis: 1900.89, usercpu_time_millis_testing: 3.584, usercpu_time_millis_training: 1897.306,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6328, f_measure: 0.6084, kappa: 0.2169, kb_relative_information_score: 165.4145, mean_absolute_error: 0.4749, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6085, predictive_accuracy: 0.6085, prior_entropy: 1, recall: 0.6085, relative_absolute_error: 0.9498, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4868, root_relative_squared_error: 0.9737, scimark_benchmark: 1269.4844, usercpu_time_millis: 529.923, usercpu_time_millis_testing: 0.296, usercpu_time_millis_training: 529.627,

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