OpenML
Supervised Classification on Internet-Advertisements

Supervised Classification on Internet-Advertisements

Task 146085 Supervised Classification Internet-Advertisements 12645 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
Issue #Downvotes for this reason By


Metric:

12645 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: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.4916, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 787.9046, usercpu_time_millis: 8.016, usercpu_time_millis_testing: 1.461, usercpu_time_millis_training: 6.555,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.7953, kb_relative_information_score: -22.7561, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1734.2259, usercpu_time_millis: 3.09, usercpu_time_millis_testing: 0.551, usercpu_time_millis_training: 2.539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7953, kb_relative_information_score: -10.0455, mean_absolute_error: 0.2406, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9984, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1807.9315, usercpu_time_millis: 2.994, usercpu_time_millis_testing: 0.529, usercpu_time_millis_training: 2.465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.7953, kb_relative_information_score: -9.0008, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1855.9729, usercpu_time_millis: 3.031, usercpu_time_millis_testing: 0.528, usercpu_time_millis_training: 2.503,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.7953, kb_relative_information_score: -0.7408, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1810.9073, usercpu_time_millis: 7.435, usercpu_time_millis_testing: 1.277, usercpu_time_millis_training: 6.158,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9693, f_measure: 0.9593, kappa: 0.826, kb_relative_information_score: 2160.3536, mean_absolute_error: 0.0823, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9597, predictive_accuracy: 0.9607, prior_entropy: 0.5848, recall: 0.9607, relative_absolute_error: 0.3418, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1834, root_relative_squared_error: 0.5285, scimark_benchmark: 1833.8456, usercpu_time_millis: 9.86, usercpu_time_millis_testing: 0.556, usercpu_time_millis_training: 9.304,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -1.1266, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1807.998, usercpu_time_millis: 6.32, usercpu_time_millis_testing: 1.035, usercpu_time_millis_training: 5.285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.7953, kb_relative_information_score: -12.0184, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1848.1927, usercpu_time_millis: 3.081, usercpu_time_millis_testing: 0.54, usercpu_time_millis_training: 2.541,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9758, f_measure: 0.9592, kappa: 0.8219, kb_relative_information_score: 2117.7531, mean_absolute_error: 0.0934, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9624, predictive_accuracy: 0.9616, prior_entropy: 0.5848, recall: 0.9616, relative_absolute_error: 0.3878, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1803, root_relative_squared_error: 0.5195, scimark_benchmark: 1851.4233, usercpu_time_millis: 23.927, usercpu_time_millis_testing: 0.977, usercpu_time_millis_training: 22.95,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.7953, kb_relative_information_score: -1.2074, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1848.916, usercpu_time_millis: 7.193, usercpu_time_millis_testing: 1.233, usercpu_time_millis_training: 5.96,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -6.2419, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1836.735, usercpu_time_millis: 3.482, usercpu_time_millis_testing: 0.599, usercpu_time_millis_training: 2.883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.7953, kb_relative_information_score: -2.83, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1851.3986, usercpu_time_millis: 6.428, usercpu_time_millis_testing: 1.098, usercpu_time_millis_training: 5.33,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -0.9435, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1852.0126, usercpu_time_millis: 5.262, usercpu_time_millis_testing: 0.906, usercpu_time_millis_training: 4.356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -3.3896, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1841.0393, usercpu_time_millis: 5.615, usercpu_time_millis_testing: 0.93, usercpu_time_millis_training: 4.685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.7953, kb_relative_information_score: -5.3251, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1823.229, usercpu_time_millis: 4.88, usercpu_time_millis_testing: 0.822, usercpu_time_millis_training: 4.058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9114, f_measure: 0.8721, kappa: 0.3938, kb_relative_information_score: 1185.4843, mean_absolute_error: 0.1721, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9061, predictive_accuracy: 0.8978, prior_entropy: 0.5848, recall: 0.8978, relative_absolute_error: 0.7145, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2646, root_relative_squared_error: 0.7625, scimark_benchmark: 1839.0605, usercpu_time_millis: 5.677, usercpu_time_millis_testing: 0.539, usercpu_time_millis_training: 5.138,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 0.7066, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1854.0399, usercpu_time_millis: 7.047, usercpu_time_millis_testing: 1.254, usercpu_time_millis_training: 5.793,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.7953, kb_relative_information_score: -3.4467, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1845.7061, usercpu_time_millis: 3.868, usercpu_time_millis_testing: 0.655, usercpu_time_millis_training: 3.213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 0.9048, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1832.1397, usercpu_time_millis: 7.812, usercpu_time_millis_testing: 1.272, usercpu_time_millis_training: 6.54,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -0.8167, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1807.9385, usercpu_time_millis: 4.985, usercpu_time_millis_testing: 0.873, usercpu_time_millis_training: 4.112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.7953, kb_relative_information_score: -10.0755, mean_absolute_error: 0.241, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1842.2127, usercpu_time_millis: 3.224, usercpu_time_millis_testing: 0.554, usercpu_time_millis_training: 2.67,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -1.1693, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1853.3841, usercpu_time_millis: 5.453, usercpu_time_millis_testing: 0.883, usercpu_time_millis_training: 4.57,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.7953, kb_relative_information_score: -2.5018, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1822.3184, usercpu_time_millis: 5.339, usercpu_time_millis_testing: 0.9, usercpu_time_millis_training: 4.439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9645, f_measure: 0.9646, kappa: 0.8493, kb_relative_information_score: 2334.5406, mean_absolute_error: 0.0632, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9648, predictive_accuracy: 0.9655, prior_entropy: 0.5848, recall: 0.9655, relative_absolute_error: 0.2622, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1722, root_relative_squared_error: 0.4963, scimark_benchmark: 1830.6983, usercpu_time_millis: 4.04, usercpu_time_millis_testing: 0.499, usercpu_time_millis_training: 3.541,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.7953, kb_relative_information_score: -5.4087, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 1, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1838.0313, usercpu_time_millis: 4.371, usercpu_time_millis_testing: 0.735, usercpu_time_millis_training: 3.636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9678, f_measure: 0.9654, kappa: 0.8557, kb_relative_information_score: 2355.825, mean_absolute_error: 0.0599, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9653, predictive_accuracy: 0.9655, prior_entropy: 0.5848, recall: 0.9655, relative_absolute_error: 0.2485, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1692, root_relative_squared_error: 0.4876, scimark_benchmark: 1842.3959, usercpu_time_millis: 359.788, usercpu_time_millis_testing: 0.702, usercpu_time_millis_training: 359.086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9635, f_measure: 0.9586, kappa: 0.8294, kb_relative_information_score: 2285.0713, mean_absolute_error: 0.0662, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.959, predictive_accuracy: 0.9582, prior_entropy: 0.5848, recall: 0.9582, relative_absolute_error: 0.2746, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1807, root_relative_squared_error: 0.5207, scimark_benchmark: 1846.7639, usercpu_time_millis: 334.425, usercpu_time_millis_testing: 0.707, usercpu_time_millis_training: 333.718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9682, f_measure: 0.9591, kappa: 0.8313, kb_relative_information_score: 2269.789, mean_absolute_error: 0.0682, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9595, predictive_accuracy: 0.9588, prior_entropy: 0.5848, recall: 0.9588, relative_absolute_error: 0.2833, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1759, root_relative_squared_error: 0.5068, scimark_benchmark: 1820.3031, usercpu_time_millis: 328.716, usercpu_time_millis_testing: 0.879, usercpu_time_millis_training: 327.837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9747, f_measure: 0.9696, kappa: 0.8706, kb_relative_information_score: 2221.1287, mean_absolute_error: 0.0777, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.97, predictive_accuracy: 0.9704, prior_entropy: 0.5848, recall: 0.9704, relative_absolute_error: 0.3226, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.169, root_relative_squared_error: 0.4871, scimark_benchmark: 1816.429, usercpu_time_millis: 338.579, usercpu_time_millis_testing: 2.795, usercpu_time_millis_training: 335.784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9736, f_measure: 0.9714, kappa: 0.8793, kb_relative_information_score: 2541.0999, mean_absolute_error: 0.048, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9715, predictive_accuracy: 0.9719, prior_entropy: 0.5848, recall: 0.9719, relative_absolute_error: 0.1994, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.152, root_relative_squared_error: 0.4381, scimark_benchmark: 1842.7288, usercpu_time_millis: 199.178, usercpu_time_millis_testing: 0.698, usercpu_time_millis_training: 198.48,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.966, f_measure: 0.9592, kappa: 0.8312, kb_relative_information_score: 2266.8575, mean_absolute_error: 0.0689, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9594, predictive_accuracy: 0.9591, prior_entropy: 0.5848, recall: 0.9591, relative_absolute_error: 0.286, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1804, root_relative_squared_error: 0.52, scimark_benchmark: 1838.6751, usercpu_time_millis: 209.703, usercpu_time_millis_testing: 0.756, usercpu_time_millis_training: 208.947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9669, f_measure: 0.9586, kappa: 0.8294, kb_relative_information_score: 2283.1354, mean_absolute_error: 0.0653, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.959, predictive_accuracy: 0.9582, prior_entropy: 0.5848, recall: 0.9582, relative_absolute_error: 0.2712, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1808, root_relative_squared_error: 0.5212, scimark_benchmark: 1842.1882, usercpu_time_millis: 198.365, usercpu_time_millis_testing: 0.659, usercpu_time_millis_training: 197.706,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9718, f_measure: 0.9602, kappa: 0.8354, kb_relative_information_score: 2271.3401, mean_absolute_error: 0.069, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9604, predictive_accuracy: 0.96, prior_entropy: 0.5848, recall: 0.96, relative_absolute_error: 0.2863, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.172, root_relative_squared_error: 0.4957, scimark_benchmark: 1837.7149, usercpu_time_millis: 194.579, usercpu_time_millis_testing: 0.854, usercpu_time_millis_training: 193.725,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9753, f_measure: 0.9694, kappa: 0.871, kb_relative_information_score: 2320.7612, mean_absolute_error: 0.0666, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9693, predictive_accuracy: 0.9698, prior_entropy: 0.5848, recall: 0.9698, relative_absolute_error: 0.2765, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1658, root_relative_squared_error: 0.4779, scimark_benchmark: 1846.1643, usercpu_time_millis: 166.882, usercpu_time_millis_testing: 1.103, usercpu_time_millis_training: 165.779,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9781, f_measure: 0.9641, kappa: 0.8442, kb_relative_information_score: 2196.1277, mean_absolute_error: 0.0847, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9663, predictive_accuracy: 0.9658, prior_entropy: 0.5848, recall: 0.9658, relative_absolute_error: 0.3514, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1726, root_relative_squared_error: 0.4976, scimark_benchmark: 1848.4799, usercpu_time_millis: 157.151, usercpu_time_millis_testing: 5.343, usercpu_time_millis_training: 151.808,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9732, f_measure: 0.9674, kappa: 0.8602, kb_relative_information_score: 2167.1058, mean_absolute_error: 0.0846, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9684, predictive_accuracy: 0.9686, prior_entropy: 0.5848, recall: 0.9686, relative_absolute_error: 0.3511, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1753, root_relative_squared_error: 0.5053, scimark_benchmark: 1771.3124, usercpu_time_millis: 174.224, usercpu_time_millis_testing: 2.462, usercpu_time_millis_training: 171.762,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9649, f_measure: 0.9708, kappa: 0.8767, kb_relative_information_score: 2503.6597, mean_absolute_error: 0.0497, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9708, predictive_accuracy: 0.9713, prior_entropy: 0.5848, recall: 0.9713, relative_absolute_error: 0.2064, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1595, root_relative_squared_error: 0.4597, scimark_benchmark: 1692.4997, usercpu_time_millis: 182.11, usercpu_time_millis_testing: 0.663, usercpu_time_millis_training: 181.447,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9688, f_measure: 0.9705, kappa: 0.875, kb_relative_information_score: 2448.9015, mean_absolute_error: 0.0546, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9705, predictive_accuracy: 0.971, prior_entropy: 0.5848, recall: 0.971, relative_absolute_error: 0.2268, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1611, root_relative_squared_error: 0.4644, scimark_benchmark: 1815.5992, usercpu_time_millis: 147.161, usercpu_time_millis_testing: 0.661, usercpu_time_millis_training: 146.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.9674, kappa: 0.8593, kb_relative_information_score: 2278.6931, mean_absolute_error: 0.0788, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9694, predictive_accuracy: 0.9689, prior_entropy: 0.5848, recall: 0.9689, relative_absolute_error: 0.3272, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1646, root_relative_squared_error: 0.4744, scimark_benchmark: 1821.2182, usercpu_time_millis: 124.502, usercpu_time_millis_testing: 4.806, usercpu_time_millis_training: 119.696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9766, f_measure: 0.9695, kappa: 0.8694, kb_relative_information_score: 2394.3092, mean_absolute_error: 0.0628, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9702, predictive_accuracy: 0.9704, prior_entropy: 0.5848, recall: 0.9704, relative_absolute_error: 0.2607, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1629, root_relative_squared_error: 0.4695, scimark_benchmark: 1719.9833, usercpu_time_millis: 113.344, usercpu_time_millis_testing: 1.166, usercpu_time_millis_training: 112.178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9672, f_measure: 0.9552, kappa: 0.8107, kb_relative_information_score: 2110.9079, mean_absolute_error: 0.0904, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.955, predictive_accuracy: 0.9561, prior_entropy: 0.5848, recall: 0.9561, relative_absolute_error: 0.3753, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1863, root_relative_squared_error: 0.5369, scimark_benchmark: 1843.7454, usercpu_time_millis: 137.884, usercpu_time_millis_testing: 0.965, usercpu_time_millis_training: 136.919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.9593, kappa: 0.8318, kb_relative_information_score: 2273.977, mean_absolute_error: 0.0671, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9595, predictive_accuracy: 0.9591, prior_entropy: 0.5848, recall: 0.9591, relative_absolute_error: 0.2783, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1809, root_relative_squared_error: 0.5214, scimark_benchmark: 1815.7027, usercpu_time_millis: 116.17, usercpu_time_millis_testing: 0.588, usercpu_time_millis_training: 115.582,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9707, f_measure: 0.9601, kappa: 0.8348, kb_relative_information_score: 2259.9201, mean_absolute_error: 0.0702, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9602, predictive_accuracy: 0.96, prior_entropy: 0.5848, recall: 0.96, relative_absolute_error: 0.2914, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1738, root_relative_squared_error: 0.501, scimark_benchmark: 1817.5767, usercpu_time_millis: 107.584, usercpu_time_millis_testing: 0.667, usercpu_time_millis_training: 106.917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8704, f_measure: 0.8806, kappa: 0.4434, kb_relative_information_score: 1218.8426, mean_absolute_error: 0.1627, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8966, predictive_accuracy: 0.9, prior_entropy: 0.5848, recall: 0.9, relative_absolute_error: 0.6752, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2666, root_relative_squared_error: 0.7685, scimark_benchmark: 1807.998, usercpu_time_millis: 111.543, usercpu_time_millis_testing: 0.93, usercpu_time_millis_training: 110.613,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9673, f_measure: 0.9579, kappa: 0.8252, kb_relative_information_score: 2268.5034, mean_absolute_error: 0.0692, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9579, predictive_accuracy: 0.9579, prior_entropy: 0.5848, recall: 0.9579, relative_absolute_error: 0.2871, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1794, root_relative_squared_error: 0.517, scimark_benchmark: 1810.6386, usercpu_time_millis: 88.349, usercpu_time_millis_testing: 0.639, usercpu_time_millis_training: 87.71,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9741, f_measure: 0.965, kappa: 0.8511, kb_relative_information_score: 2448.5199, mean_absolute_error: 0.0573, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9651, predictive_accuracy: 0.9658, prior_entropy: 0.5848, recall: 0.9658, relative_absolute_error: 0.2378, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.162, root_relative_squared_error: 0.4669, scimark_benchmark: 1847.8629, usercpu_time_millis: 69.552, usercpu_time_millis_testing: 0.701, usercpu_time_millis_training: 68.851,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9796, f_measure: 0.9742, kappa: 0.8908, kb_relative_information_score: 2598.3653, mean_absolute_error: 0.0458, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9743, predictive_accuracy: 0.9747, prior_entropy: 0.5848, recall: 0.9747, relative_absolute_error: 0.1901, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1453, root_relative_squared_error: 0.4188, scimark_benchmark: 1835.2001, usercpu_time_millis: 77.363, usercpu_time_millis_testing: 0.713, usercpu_time_millis_training: 76.65,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9684, f_measure: 0.9622, kappa: 0.8405, kb_relative_information_score: 2324.8185, mean_absolute_error: 0.0643, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.962, predictive_accuracy: 0.9628, prior_entropy: 0.5848, recall: 0.9628, relative_absolute_error: 0.2668, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1733, root_relative_squared_error: 0.4995, scimark_benchmark: 1847.8629, usercpu_time_millis: 48.113, usercpu_time_millis_testing: 0.559, usercpu_time_millis_training: 47.554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9751, f_measure: 0.968, kappa: 0.8636, kb_relative_information_score: 2312.6855, mean_absolute_error: 0.0685, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9684, predictive_accuracy: 0.9689, prior_entropy: 0.5848, recall: 0.9689, relative_absolute_error: 0.2842, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1678, root_relative_squared_error: 0.4836, scimark_benchmark: 1845.7908, usercpu_time_millis: 51.9, usercpu_time_millis_testing: 0.757, usercpu_time_millis_training: 51.143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.9753, kappa: 0.896, kb_relative_information_score: 2688.5013, mean_absolute_error: 0.0376, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9752, predictive_accuracy: 0.9756, prior_entropy: 0.5848, recall: 0.9756, relative_absolute_error: 0.1561, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1383, root_relative_squared_error: 0.3985, scimark_benchmark: 1853.9121, usercpu_time_millis: 70.844, usercpu_time_millis_testing: 0.748, usercpu_time_millis_training: 70.096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9739, f_measure: 0.9672, kappa: 0.8617, kb_relative_information_score: 2294.1254, mean_absolute_error: 0.0688, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9671, predictive_accuracy: 0.9677, prior_entropy: 0.5848, recall: 0.9677, relative_absolute_error: 0.2857, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1687, root_relative_squared_error: 0.4861, scimark_benchmark: 1844.9447, usercpu_time_millis: 44.569, usercpu_time_millis_testing: 0.63, usercpu_time_millis_training: 43.939,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9735, f_measure: 0.9698, kappa: 0.8724, kb_relative_information_score: 2478.2619, mean_absolute_error: 0.0542, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9699, predictive_accuracy: 0.9704, prior_entropy: 0.5848, recall: 0.9704, relative_absolute_error: 0.2251, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1578, root_relative_squared_error: 0.4548, scimark_benchmark: 1849.8294, usercpu_time_millis: 57.368, usercpu_time_millis_testing: 0.619, usercpu_time_millis_training: 56.749,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, f_measure: 0.9291, kappa: 0.679, kb_relative_information_score: 1813.6941, mean_absolute_error: 0.1266, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9403, predictive_accuracy: 0.9369, prior_entropy: 0.5848, recall: 0.9369, relative_absolute_error: 0.5256, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2109, root_relative_squared_error: 0.6077, scimark_benchmark: 1837.2609, usercpu_time_millis: 42.874, usercpu_time_millis_testing: 3.216, usercpu_time_millis_training: 39.658,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9775, f_measure: 0.962, kappa: 0.8345, kb_relative_information_score: 2163.9216, mean_absolute_error: 0.0886, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9647, predictive_accuracy: 0.964, prior_entropy: 0.5848, recall: 0.964, relative_absolute_error: 0.3676, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1751, root_relative_squared_error: 0.5046, scimark_benchmark: 1822.697, usercpu_time_millis: 68.407, usercpu_time_millis_testing: 2.924, usercpu_time_millis_training: 65.483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9019, f_measure: 0.8835, kappa: 0.4522, kb_relative_information_score: 1281.1987, mean_absolute_error: 0.1618, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9107, predictive_accuracy: 0.9045, prior_entropy: 0.5848, recall: 0.9045, relative_absolute_error: 0.6714, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2571, root_relative_squared_error: 0.741, scimark_benchmark: 1852.4008, usercpu_time_millis: 33.488, usercpu_time_millis_testing: 0.675, usercpu_time_millis_training: 32.813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9392, f_measure: 0.9352, kappa: 0.7167, kb_relative_information_score: 1788.244, mean_absolute_error: 0.1205, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9366, predictive_accuracy: 0.939, prior_entropy: 0.5848, recall: 0.939, relative_absolute_error: 0.5, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2141, root_relative_squared_error: 0.617, scimark_benchmark: 1850.8706, usercpu_time_millis: 58.44, usercpu_time_millis_testing: 0.739, usercpu_time_millis_training: 57.701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, f_measure: 0.909, kappa: 0.58, kb_relative_information_score: 1511.8907, mean_absolute_error: 0.1534, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9271, predictive_accuracy: 0.9219, prior_entropy: 0.5848, recall: 0.9219, relative_absolute_error: 0.6367, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2384, root_relative_squared_error: 0.6871, scimark_benchmark: 1833.8119, usercpu_time_millis: 30.593, usercpu_time_millis_testing: 2.685, usercpu_time_millis_training: 27.908,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9729, f_measure: 0.9589, kappa: 0.8287, kb_relative_information_score: 2275.9519, mean_absolute_error: 0.0705, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9588, predictive_accuracy: 0.9591, prior_entropy: 0.5848, recall: 0.9591, relative_absolute_error: 0.2927, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1738, root_relative_squared_error: 0.5008, scimark_benchmark: 1727.5077, usercpu_time_millis: 33.995, usercpu_time_millis_testing: 0.626, usercpu_time_millis_training: 33.369,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9731, f_measure: 0.97, kappa: 0.8724, kb_relative_information_score: 2202.8066, mean_absolute_error: 0.0785, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9703, predictive_accuracy: 0.9707, prior_entropy: 0.5848, recall: 0.9707, relative_absolute_error: 0.3259, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1716, root_relative_squared_error: 0.4946, scimark_benchmark: 1840.2451, usercpu_time_millis: 60.991, usercpu_time_millis_testing: 0.714, usercpu_time_millis_training: 60.277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9694, f_measure: 0.9739, kappa: 0.8908, kb_relative_information_score: 2618.2745, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9738, predictive_accuracy: 0.9741, prior_entropy: 0.5848, recall: 0.9741, relative_absolute_error: 0.1657, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1477, root_relative_squared_error: 0.4256, scimark_benchmark: 1844.3569, usercpu_time_millis: 15.954, usercpu_time_millis_testing: 0.493, usercpu_time_millis_training: 15.461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9607, f_measure: 0.9699, kappa: 0.8728, kb_relative_information_score: 2555.2644, mean_absolute_error: 0.0449, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9699, predictive_accuracy: 0.9704, prior_entropy: 0.5848, recall: 0.9704, relative_absolute_error: 0.1864, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1612, root_relative_squared_error: 0.4647, scimark_benchmark: 1816.872, usercpu_time_millis: 30.406, usercpu_time_millis_testing: 0.53, usercpu_time_millis_training: 29.876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.7953, kb_relative_information_score: 0.6891, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1832.4885, usercpu_time_millis: 7.819, usercpu_time_millis_testing: 1.188, usercpu_time_millis_training: 6.631,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9653, f_measure: 0.9685, kappa: 0.8663, kb_relative_information_score: 2437.8122, mean_absolute_error: 0.0557, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9686, predictive_accuracy: 0.9692, prior_entropy: 0.5848, recall: 0.9692, relative_absolute_error: 0.2312, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1621, root_relative_squared_error: 0.4673, scimark_benchmark: 1853.0566, usercpu_time_millis: 5.939, usercpu_time_millis_testing: 0.52, usercpu_time_millis_training: 5.419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.7953, kb_relative_information_score: 0.8653, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1821.3322, usercpu_time_millis: 7.524, usercpu_time_millis_testing: 1.3, usercpu_time_millis_training: 6.224,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.969, f_measure: 0.9588, kappa: 0.8285, kb_relative_information_score: 2227.8633, mean_absolute_error: 0.0741, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9587, predictive_accuracy: 0.9588, prior_entropy: 0.5848, recall: 0.9588, relative_absolute_error: 0.3077, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1766, root_relative_squared_error: 0.5089, scimark_benchmark: 1831.1421, usercpu_time_millis: 30.109, usercpu_time_millis_testing: 0.558, usercpu_time_millis_training: 29.551,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.7953, kb_relative_information_score: 0.5444, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1838.8304, usercpu_time_millis: 5.732, usercpu_time_millis_testing: 1.065, usercpu_time_millis_training: 4.667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9822, f_measure: 0.9763, kappa: 0.8997, kb_relative_information_score: 2581.3385, mean_absolute_error: 0.0493, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9766, predictive_accuracy: 0.9768, prior_entropy: 0.5848, recall: 0.9768, relative_absolute_error: 0.2045, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1417, root_relative_squared_error: 0.4085, scimark_benchmark: 1839.6694, usercpu_time_millis: 38.352, usercpu_time_millis_testing: 0.906, usercpu_time_millis_training: 37.446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.9694, kappa: 0.8686, kb_relative_information_score: 2339.5612, mean_absolute_error: 0.068, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9703, predictive_accuracy: 0.9704, prior_entropy: 0.5848, recall: 0.9704, relative_absolute_error: 0.2824, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1655, root_relative_squared_error: 0.4769, scimark_benchmark: 1804.8433, usercpu_time_millis: 18.993, usercpu_time_millis_testing: 0.644, usercpu_time_millis_training: 18.349,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -1.8657, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1830.3778, usercpu_time_millis: 5.187, usercpu_time_millis_testing: 0.836, usercpu_time_millis_training: 4.351,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7953, kb_relative_information_score: -3.4036, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1828.6161, usercpu_time_millis: 5.35, usercpu_time_millis_testing: 0.955, usercpu_time_millis_training: 4.395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.7953, kb_relative_information_score: -3.5086, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1832.6873, usercpu_time_millis: 6.133, usercpu_time_millis_testing: 1.044, usercpu_time_millis_training: 5.089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -1.5404, mean_absolute_error: 0.2407, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9991, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1844.1673, usercpu_time_millis: 5.731, usercpu_time_millis_testing: 0.9, usercpu_time_millis_training: 4.831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9684, f_measure: 0.9643, kappa: 0.8495, kb_relative_information_score: 2332.5321, mean_absolute_error: 0.0605, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9642, predictive_accuracy: 0.9649, prior_entropy: 0.5848, recall: 0.9649, relative_absolute_error: 0.2511, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.169, root_relative_squared_error: 0.487, scimark_benchmark: 1836.1651, usercpu_time_millis: 3.65, usercpu_time_millis_testing: 0.519, usercpu_time_millis_training: 3.131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.2333, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1835.621, usercpu_time_millis: 4.473, usercpu_time_millis_testing: 0.83, usercpu_time_millis_training: 3.643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.938, f_measure: 0.9259, kappa: 0.6639, kb_relative_information_score: 1673.6707, mean_absolute_error: 0.1315, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.937, predictive_accuracy: 0.9341, prior_entropy: 0.5848, recall: 0.9341, relative_absolute_error: 0.546, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2223, root_relative_squared_error: 0.6406, scimark_benchmark: 1825.7357, usercpu_time_millis: 20.67, usercpu_time_millis_testing: 0.586, usercpu_time_millis_training: 20.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.7953, kb_relative_information_score: -3.4212, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1852.5406, usercpu_time_millis: 4.615, usercpu_time_millis_testing: 0.725, usercpu_time_millis_training: 3.89,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.7953, kb_relative_information_score: 0.5541, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1809.4417, usercpu_time_millis: 7.822, usercpu_time_millis_testing: 1.173, usercpu_time_millis_training: 6.649,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.7953, kb_relative_information_score: -5.2643, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1721.9373, usercpu_time_millis: 3.791, usercpu_time_millis_testing: 0.623, usercpu_time_millis_training: 3.168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.7953, kb_relative_information_score: -0.334, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1795.1071, usercpu_time_millis: 7.911, usercpu_time_millis_testing: 1.348, usercpu_time_millis_training: 6.563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7953, kb_relative_information_score: -3.1403, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1833.1322, usercpu_time_millis: 4.128, usercpu_time_millis_testing: 0.653, usercpu_time_millis_training: 3.475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 0.6164, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1793.6325, usercpu_time_millis: 7.096, usercpu_time_millis_testing: 1.164, usercpu_time_millis_training: 5.932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.7953, kb_relative_information_score: -6.2441, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 1, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1811.9688, usercpu_time_millis: 4.585, usercpu_time_millis_testing: 0.768, usercpu_time_millis_training: 3.817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.7953, kb_relative_information_score: -2.5136, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1815.9833, usercpu_time_millis: 4.993, usercpu_time_millis_testing: 0.787, usercpu_time_millis_training: 4.206,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.7953, kb_relative_information_score: -3.1811, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1796.8271, usercpu_time_millis: 4.898, usercpu_time_millis_testing: 0.86, usercpu_time_millis_training: 4.038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 0.0749, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1888.7624, usercpu_time_millis: 6.68, usercpu_time_millis_testing: 1.134, usercpu_time_millis_training: 5.546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.7953, kb_relative_information_score: -1.0053, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1846.8212, usercpu_time_millis: 6.594, usercpu_time_millis_testing: 1.128, usercpu_time_millis_training: 5.466,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7953, kb_relative_information_score: -5.7213, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 1, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1814.613, usercpu_time_millis: 4.441, usercpu_time_millis_testing: 0.79, usercpu_time_millis_training: 3.651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 0.3291, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1784.5438, usercpu_time_millis: 5.359, usercpu_time_millis_testing: 0.94, usercpu_time_millis_training: 4.419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.7953, kb_relative_information_score: -16.9559, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1782.7183, usercpu_time_millis: 3.097, usercpu_time_millis_testing: 0.546, usercpu_time_millis_training: 2.551,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 0.5438, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1829.6946, usercpu_time_millis: 6.698, usercpu_time_millis_testing: 1.059, usercpu_time_millis_training: 5.639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.7953, kb_relative_information_score: -2.8306, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1839.5885, usercpu_time_millis: 5.681, usercpu_time_millis_testing: 0.955, usercpu_time_millis_training: 4.726,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.7953, kb_relative_information_score: -7.6039, mean_absolute_error: 0.2407, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9991, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1846.2416, usercpu_time_millis: 3.75, usercpu_time_millis_testing: 0.62, usercpu_time_millis_training: 3.13,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.7953, kb_relative_information_score: -2.331, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1842.7105, usercpu_time_millis: 6.037, usercpu_time_millis_testing: 1.009, usercpu_time_millis_training: 5.028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.7953, kb_relative_information_score: -7.4515, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1831.1212, usercpu_time_millis: 3.257, usercpu_time_millis_testing: 0.558, usercpu_time_millis_training: 2.699,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9695, f_measure: 0.9672, kappa: 0.8617, kb_relative_information_score: 2231.671, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9671, predictive_accuracy: 0.9677, prior_entropy: 0.5848, recall: 0.9677, relative_absolute_error: 0.3069, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1722, root_relative_squared_error: 0.4964, scimark_benchmark: 1848.916, usercpu_time_millis: 6.24, usercpu_time_millis_testing: 0.547, usercpu_time_millis_training: 5.693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.7953, kb_relative_information_score: 0.4605, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1838.1471, usercpu_time_millis: 6.538, usercpu_time_millis_testing: 1.104, usercpu_time_millis_training: 5.434,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9705, f_measure: 0.959, kappa: 0.8307, kb_relative_information_score: 2270.3354, mean_absolute_error: 0.0687, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9593, predictive_accuracy: 0.9588, prior_entropy: 0.5848, recall: 0.9588, relative_absolute_error: 0.2853, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1726, root_relative_squared_error: 0.4973, scimark_benchmark: 1822.3184, usercpu_time_millis: 356.893, usercpu_time_millis_testing: 0.932, usercpu_time_millis_training: 355.961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.7953, kb_relative_information_score: -17.7895, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1849.3014, usercpu_time_millis: 3.41, usercpu_time_millis_testing: 0.575, usercpu_time_millis_training: 2.835,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -3.5846, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1843.7454, usercpu_time_millis: 5.307, usercpu_time_millis_testing: 0.879, usercpu_time_millis_training: 4.428,

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