OpenML
Supervised Classification on ilpd

Supervised Classification on ilpd

Task 145848 Supervised Classification ilpd 29462 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7525, f_measure: 0.6722, kappa: 0.1579, kb_relative_information_score: 67.1008, mean_absolute_error: 0.3446, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.6802, predictive_accuracy: 0.7187, prior_entropy: 0.8651, recall: 0.7187, relative_absolute_error: 0.8424, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4135, root_relative_squared_error: 0.9147, scimark_benchmark: 1754.1079, usercpu_time_millis: 0.116, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4908, f_measure: 0.5943, kb_relative_information_score: 0.2911, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4521, root_relative_squared_error: 1, scimark_benchmark: 1753.6457, usercpu_time_millis: 0.095, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4908, f_measure: 0.5943, kb_relative_information_score: 0.2911, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4521, root_relative_squared_error: 1, scimark_benchmark: 1872.8797, usercpu_time_millis: 0.086, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.041,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4908, f_measure: 0.5943, kb_relative_information_score: 0.2911, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4521, root_relative_squared_error: 1, scimark_benchmark: 1750.3868, usercpu_time_millis: 0.099, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7515, f_measure: 0.6599, kappa: 0.128, kb_relative_information_score: 64.083, mean_absolute_error: 0.3472, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.6742, predictive_accuracy: 0.717, prior_entropy: 0.8651, recall: 0.717, relative_absolute_error: 0.8486, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4143, root_relative_squared_error: 0.9163, scimark_benchmark: 1820.3939, usercpu_time_millis: 0.104, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4908, f_measure: 0.5943, kb_relative_information_score: 0.2911, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4521, root_relative_squared_error: 1, scimark_benchmark: 1823.9951, usercpu_time_millis: 0.089, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4908, f_measure: 0.5943, kb_relative_information_score: 0.2911, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4521, root_relative_squared_error: 1, scimark_benchmark: 1823.8559, usercpu_time_millis: 0.085, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.04,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4908, f_measure: 0.5943, kb_relative_information_score: 0.2911, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4521, root_relative_squared_error: 1, scimark_benchmark: 1830.7557, usercpu_time_millis: 0.089, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.04,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4908, f_measure: 0.5943, kb_relative_information_score: 0.2911, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4521, root_relative_squared_error: 1, scimark_benchmark: 1749.1199, usercpu_time_millis: 0.098, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7423, f_measure: 0.6053, kappa: 0.022, kb_relative_information_score: 46.2187, mean_absolute_error: 0.3633, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.7263, predictive_accuracy: 0.717, prior_entropy: 0.8651, recall: 0.717, relative_absolute_error: 0.8881, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4202, root_relative_squared_error: 0.9294, scimark_benchmark: 1829.728, usercpu_time_millis: 0.679, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.632,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7526, f_measure: 0.6817, kappa: 0.1823, kb_relative_information_score: 67.5818, mean_absolute_error: 0.3441, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.6896, predictive_accuracy: 0.7238, prior_entropy: 0.8651, recall: 0.7238, relative_absolute_error: 0.8411, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4135, root_relative_squared_error: 0.9145, scimark_benchmark: 1820.958, usercpu_time_millis: 0.112, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7429, f_measure: 0.6139, kappa: 0.0366, kb_relative_information_score: 50.1656, mean_absolute_error: 0.3594, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.6849, predictive_accuracy: 0.717, prior_entropy: 0.8651, recall: 0.717, relative_absolute_error: 0.8786, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4188, root_relative_squared_error: 0.9262, scimark_benchmark: 1849.6812, usercpu_time_millis: 0.094, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4908, f_measure: 0.5943, kb_relative_information_score: 0.2911, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4521, root_relative_squared_error: 1, scimark_benchmark: 1770.5205, usercpu_time_millis: 0.1, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4908, f_measure: 0.5943, kb_relative_information_score: 0.2911, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4521, root_relative_squared_error: 1, scimark_benchmark: 1822.7198, usercpu_time_millis: 0.092, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.044,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4908, f_measure: 0.5943, kb_relative_information_score: 0.2911, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4521, root_relative_squared_error: 1, scimark_benchmark: 1752.0415, usercpu_time_millis: 0.103, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4908, f_measure: 0.5943, kb_relative_information_score: 0.2911, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4521, root_relative_squared_error: 1, scimark_benchmark: 1755.0643, usercpu_time_millis: 0.093, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4908, f_measure: 0.5943, kb_relative_information_score: 0.2911, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4521, root_relative_squared_error: 1, scimark_benchmark: 1742.9568, usercpu_time_millis: 0.097, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4908, f_measure: 0.5943, kb_relative_information_score: 0.2911, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4521, root_relative_squared_error: 1, scimark_benchmark: 1744.8534, usercpu_time_millis: 0.098, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4908, f_measure: 0.5943, kb_relative_information_score: 0.2911, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4521, root_relative_squared_error: 1, scimark_benchmark: 1746.5708, usercpu_time_millis: 0.107, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 0.048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7418, f_measure: 0.6111, kappa: 0.0318, kb_relative_information_score: 48.2996, mean_absolute_error: 0.3611, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.6915, predictive_accuracy: 0.717, prior_entropy: 0.8651, recall: 0.717, relative_absolute_error: 0.8828, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4195, root_relative_squared_error: 0.9278, scimark_benchmark: 1757.3793, usercpu_time_millis: 0.096, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4908, f_measure: 0.5943, kb_relative_information_score: 0.2911, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4521, root_relative_squared_error: 1, scimark_benchmark: 1875.1311, usercpu_time_millis: 0.088, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.04,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4908, f_measure: 0.5943, kb_relative_information_score: 0.2911, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4521, root_relative_squared_error: 1, scimark_benchmark: 1749.5957, usercpu_time_millis: 0.114, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4908, f_measure: 0.5943, kb_relative_information_score: 0.2911, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4521, root_relative_squared_error: 1, scimark_benchmark: 1808.5066, usercpu_time_millis: 0.09, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4908, f_measure: 0.5943, kb_relative_information_score: 0.2911, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4521, root_relative_squared_error: 1, scimark_benchmark: 1819.9332, usercpu_time_millis: 0.086, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4908, f_measure: 0.5943, kb_relative_information_score: 0.2911, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4521, root_relative_squared_error: 1, scimark_benchmark: 1878.2574, usercpu_time_millis: 0.09, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4908, f_measure: 0.5943, kb_relative_information_score: 0.2911, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4521, root_relative_squared_error: 1, scimark_benchmark: 1747.0922, usercpu_time_millis: 0.096, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4908, f_measure: 0.5943, kb_relative_information_score: 0.2911, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4521, root_relative_squared_error: 1, scimark_benchmark: 1756.1941, usercpu_time_millis: 0.098, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4908, f_measure: 0.5943, kb_relative_information_score: 0.2911, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4521, root_relative_squared_error: 1, scimark_benchmark: 1813.8937, usercpu_time_millis: 0.088, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7497, f_measure: 0.6527, kappa: 0.1119, kb_relative_information_score: 60.7799, mean_absolute_error: 0.3505, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.6727, predictive_accuracy: 0.717, prior_entropy: 0.8651, recall: 0.717, relative_absolute_error: 0.8567, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4151, root_relative_squared_error: 0.9182, scimark_benchmark: 1874.4489, usercpu_time_millis: 0.096, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4908, f_measure: 0.5943, kb_relative_information_score: 0.2911, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4521, root_relative_squared_error: 1, scimark_benchmark: 1750.3253, usercpu_time_millis: 0.103, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4908, f_measure: 0.5943, kb_relative_information_score: 0.2911, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4521, root_relative_squared_error: 1, scimark_benchmark: 1971.1255, usercpu_time_millis: 0.086, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.04,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4908, f_measure: 0.5943, kb_relative_information_score: 0.2911, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4521, root_relative_squared_error: 1, scimark_benchmark: 1039.1585, usercpu_time_millis: 0.164, usercpu_time_millis_testing: 0.088, usercpu_time_millis_training: 0.076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4908, f_measure: 0.5943, kb_relative_information_score: 0.2911, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4521, root_relative_squared_error: 1, scimark_benchmark: 1052.1791, usercpu_time_millis: 0.103, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7323, f_measure: 0.5943, kb_relative_information_score: 33.2333, mean_absolute_error: 0.3753, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.9175, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4263, root_relative_squared_error: 0.9429, scimark_benchmark: 1749.4647, usercpu_time_millis: 0.102, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.05,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7514, f_measure: 0.6569, kappa: 0.1207, kb_relative_information_score: 63.4641, mean_absolute_error: 0.3479, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.6705, predictive_accuracy: 0.7153, prior_entropy: 0.8651, recall: 0.7153, relative_absolute_error: 0.8504, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4144, root_relative_squared_error: 0.9165, scimark_benchmark: 1124.2883, usercpu_time_millis: 0.168, usercpu_time_millis_testing: 0.08, usercpu_time_millis_training: 0.088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4908, f_measure: 0.5943, kb_relative_information_score: 0.2911, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4521, root_relative_squared_error: 1, scimark_benchmark: 1831.5044, usercpu_time_millis: 0.086, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.04,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7529, f_measure: 0.6844, kappa: 0.1892, kb_relative_information_score: 68.5831, mean_absolute_error: 0.3433, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.6925, predictive_accuracy: 0.7256, prior_entropy: 0.8651, recall: 0.7256, relative_absolute_error: 0.8391, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4131, root_relative_squared_error: 0.9138, scimark_benchmark: 1752.841, usercpu_time_millis: 0.112, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.732, f_measure: 0.5983, kappa: 0.0085, kb_relative_information_score: 32.2718, mean_absolute_error: 0.3764, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.7965, predictive_accuracy: 0.7153, prior_entropy: 0.8651, recall: 0.7153, relative_absolute_error: 0.92, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4269, root_relative_squared_error: 0.9442, scimark_benchmark: 1752.5633, usercpu_time_millis: 0.1, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4908, f_measure: 0.5943, kb_relative_information_score: 0.2911, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4521, root_relative_squared_error: 1, scimark_benchmark: 1749.8654, usercpu_time_millis: 0.114, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4908, f_measure: 0.5943, kb_relative_information_score: 0.2911, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4521, root_relative_squared_error: 1, scimark_benchmark: 1842.8711, usercpu_time_millis: 0.088, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.04,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7311, f_measure: 0.5943, kb_relative_information_score: 30.9814, mean_absolute_error: 0.3776, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.9229, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4276, root_relative_squared_error: 0.9457, scimark_benchmark: 1873.4078, usercpu_time_millis: 0.092, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4908, f_measure: 0.5943, kb_relative_information_score: 0.2911, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4521, root_relative_squared_error: 1, scimark_benchmark: 1749.5206, usercpu_time_millis: 0.121, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 0.055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7194, f_measure: 0.5943, kb_relative_information_score: 7.0397, mean_absolute_error: 0.4023, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.9834, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4456, root_relative_squared_error: 0.9856, scimark_benchmark: 1869.6309, usercpu_time_millis: 0.091, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4908, f_measure: 0.5943, kb_relative_information_score: 0.2911, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4521, root_relative_squared_error: 1, scimark_benchmark: 1752.7851, usercpu_time_millis: 0.097, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7279, f_measure: 0.5943, kb_relative_information_score: 22.8567, mean_absolute_error: 0.3855, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.9423, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4325, root_relative_squared_error: 0.9565, scimark_benchmark: 1753.6457, usercpu_time_millis: 0.099, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4908, f_measure: 0.5943, kb_relative_information_score: 0.2911, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4521, root_relative_squared_error: 1, scimark_benchmark: 1798.3303, usercpu_time_millis: 0.093, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.745, f_measure: 0.6164, kappa: 0.0359, kb_relative_information_score: 52.7696, mean_absolute_error: 0.357, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.6479, predictive_accuracy: 0.7118, prior_entropy: 0.8651, recall: 0.7118, relative_absolute_error: 0.8727, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4178, root_relative_squared_error: 0.9241, scimark_benchmark: 1753.1858, usercpu_time_millis: 0.103, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7399, f_measure: 0.6073, kappa: 0.0235, kb_relative_information_score: 45.6137, mean_absolute_error: 0.3636, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.6753, predictive_accuracy: 0.7153, prior_entropy: 0.8651, recall: 0.7153, relative_absolute_error: 0.8888, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4206, root_relative_squared_error: 0.9303, scimark_benchmark: 1869.9448, usercpu_time_millis: 0.097, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.05,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7292, f_measure: 0.5983, kappa: 0.0085, kb_relative_information_score: 30.9063, mean_absolute_error: 0.3779, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.7965, predictive_accuracy: 0.7153, prior_entropy: 0.8651, recall: 0.7153, relative_absolute_error: 0.9237, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4278, root_relative_squared_error: 0.9462, scimark_benchmark: 2077.5696, usercpu_time_millis: 0.087, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4908, f_measure: 0.5943, kb_relative_information_score: 0.2911, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4521, root_relative_squared_error: 1, scimark_benchmark: 1752.841, usercpu_time_millis: 0.096, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.044,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4908, f_measure: 0.5943, kb_relative_information_score: 0.2911, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4521, root_relative_squared_error: 1, scimark_benchmark: 1877.7472, usercpu_time_millis: 0.086, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4908, f_measure: 0.5943, kb_relative_information_score: 0.2911, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4521, root_relative_squared_error: 1, scimark_benchmark: 2098.149, usercpu_time_millis: 0.078, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4908, f_measure: 0.5943, kb_relative_information_score: 0.2911, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4521, root_relative_squared_error: 1, scimark_benchmark: 2091.6341, usercpu_time_millis: 0.077, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.751, f_measure: 0.6552, kappa: 0.1167, kb_relative_information_score: 63.0729, mean_absolute_error: 0.3481, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.67, predictive_accuracy: 0.7153, prior_entropy: 0.8651, recall: 0.7153, relative_absolute_error: 0.8509, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4144, root_relative_squared_error: 0.9167, scimark_benchmark: 1828.0327, usercpu_time_millis: 0.105, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4908, f_measure: 0.5943, kb_relative_information_score: 0.2911, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4521, root_relative_squared_error: 1, scimark_benchmark: 1875.903, usercpu_time_millis: 0.086, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.04,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4908, f_measure: 0.5943, kb_relative_information_score: 0.2911, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4521, root_relative_squared_error: 1, scimark_benchmark: 1771.7398, usercpu_time_millis: 0.106, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4908, f_measure: 0.5943, kb_relative_information_score: 0.2911, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4521, root_relative_squared_error: 1, scimark_benchmark: 1824.1962, usercpu_time_millis: 0.089, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.041,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7487, f_measure: 0.6489, kappa: 0.1037, kb_relative_information_score: 59.5451, mean_absolute_error: 0.3515, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.6721, predictive_accuracy: 0.717, prior_entropy: 0.8651, recall: 0.717, relative_absolute_error: 0.8591, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4154, root_relative_squared_error: 0.9189, scimark_benchmark: 2170.8018, usercpu_time_millis: 0.091, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7084, f_measure: 0.5943, kb_relative_information_score: 9.9193, mean_absolute_error: 0.3968, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.97, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4415, root_relative_squared_error: 0.9765, scimark_benchmark: 1800.137, usercpu_time_millis: 0.091, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.044,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7526, f_measure: 0.6735, kappa: 0.1612, kb_relative_information_score: 67.0573, mean_absolute_error: 0.3447, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.6829, predictive_accuracy: 0.7204, prior_entropy: 0.8651, recall: 0.7204, relative_absolute_error: 0.8426, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4135, root_relative_squared_error: 0.9146, scimark_benchmark: 1876.2965, usercpu_time_millis: 0.106, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4908, f_measure: 0.5943, kb_relative_information_score: 0.2911, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4521, root_relative_squared_error: 1, scimark_benchmark: 1749.706, usercpu_time_millis: 0.099, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7346, f_measure: 0.5983, kappa: 0.0085, kb_relative_information_score: 35.4032, mean_absolute_error: 0.3733, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.7965, predictive_accuracy: 0.7153, prior_entropy: 0.8651, recall: 0.7153, relative_absolute_error: 0.9124, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4251, root_relative_squared_error: 0.9403, scimark_benchmark: 1872.8797, usercpu_time_millis: 0.096, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4908, f_measure: 0.5943, kb_relative_information_score: 0.2911, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4521, root_relative_squared_error: 1, scimark_benchmark: 1756.1874, usercpu_time_millis: 0.091, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4908, f_measure: 0.5943, kb_relative_information_score: 0.2911, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.5092, predictive_accuracy: 0.7136, prior_entropy: 0.8651, recall: 0.7136, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4521, root_relative_squared_error: 1, scimark_benchmark: 1765.0377, usercpu_time_millis: 0.099, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7409, f_measure: 0.6073, kappa: 0.0235, kb_relative_information_score: 47.3494, mean_absolute_error: 0.3621, mean_prior_absolute_error: 0.4091, number_of_instances: 583, precision: 0.6753, predictive_accuracy: 0.7153, prior_entropy: 0.8651, recall: 0.7153, relative_absolute_error: 0.8851, root_mean_prior_squared_error: 0.4521, root_mean_squared_error: 0.4199, root_relative_squared_error: 0.9287, scimark_benchmark: 1831.0323, usercpu_time_millis: 0.094, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.048,

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