OpenML
Supervised Classification on tic-tac-toe

Supervised Classification on tic-tac-toe

Task 145804 Supervised Classification tic-tac-toe 270274 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1251.6506, usercpu_time_millis: 0.116, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1288.3391, usercpu_time_millis: 0.137, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1269.1606, usercpu_time_millis: 0.124, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1278.837, usercpu_time_millis: 0.118, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1282.7886, usercpu_time_millis: 0.219, usercpu_time_millis_testing: 0.075, usercpu_time_millis_training: 0.144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1282.435, usercpu_time_millis: 0.184, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1282.6204, usercpu_time_millis: 0.328, usercpu_time_millis_testing: 0.148, usercpu_time_millis_training: 0.18,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1263.9543, usercpu_time_millis: 0.133, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1252.4733, usercpu_time_millis: 0.13, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1249.9559, usercpu_time_millis: 0.123, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1285.0914, usercpu_time_millis: 0.127, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.535, f_measure: 0.5648, kappa: 0.0522, kb_relative_information_score: 15.1977, mean_absolute_error: 0.4456, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.6042, predictive_accuracy: 0.6524, prior_entropy: 0.9312, recall: 0.6524, relative_absolute_error: 0.9836, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4745, root_relative_squared_error: 0.9971, scimark_benchmark: 1273.64, usercpu_time_millis: 0.126, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1282.4489, usercpu_time_millis: 0.136, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1261.6998, usercpu_time_millis: 0.122, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1278.0181, usercpu_time_millis: 0.125, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1259.2075, usercpu_time_millis: 0.129, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1300.0555, usercpu_time_millis: 0.107, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1251.2391, usercpu_time_millis: 0.161, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1247.3989, usercpu_time_millis: 0.138, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1278.1546, usercpu_time_millis: 0.119, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1262.3943, usercpu_time_millis: 0.049, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: -0.004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1279.9332, usercpu_time_millis: 0.129, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1279.2395, usercpu_time_millis: 0.161, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1263.609, usercpu_time_millis: 0.113, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1273.8283, usercpu_time_millis: 0.117, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1248.5026, usercpu_time_millis: 0.134, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1258.4167, usercpu_time_millis: 0.109, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1264.0644, usercpu_time_millis: 0.132, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1257.9297, usercpu_time_millis: 0.117, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1271.1166, usercpu_time_millis: 0.15, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 0.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1283.3128, usercpu_time_millis: 0.145, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1284.7809, usercpu_time_millis: 0.123, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1283.0289, usercpu_time_millis: 0.121, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1284.9021, usercpu_time_millis: 0.14, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1284.3168, usercpu_time_millis: 0.14, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1275.2662, usercpu_time_millis: 0.133, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1258.8987, usercpu_time_millis: 0.116, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1251.2657, usercpu_time_millis: 0.114, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5121, f_measure: 0.5398, kappa: 0.0211, kb_relative_information_score: 6.1141, mean_absolute_error: 0.4498, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.5913, predictive_accuracy: 0.6514, prior_entropy: 0.9312, recall: 0.6514, relative_absolute_error: 0.9929, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.476, root_relative_squared_error: 1.0002, scimark_benchmark: 1282.5391, usercpu_time_millis: 0.138, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.08,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1256.4348, usercpu_time_millis: 0.134, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6491, f_measure: 0.7002, kappa: 0.34, kb_relative_information_score: 121.1671, mean_absolute_error: 0.4008, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7011, predictive_accuracy: 0.6994, prior_entropy: 0.9312, recall: 0.6994, relative_absolute_error: 0.8847, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4479, root_relative_squared_error: 0.9411, scimark_benchmark: 1277.6787, usercpu_time_millis: 0.125, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.07,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6491, f_measure: 0.7002, kappa: 0.34, kb_relative_information_score: 121.1671, mean_absolute_error: 0.4008, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7011, predictive_accuracy: 0.6994, prior_entropy: 0.9312, recall: 0.6994, relative_absolute_error: 0.8847, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4479, root_relative_squared_error: 0.9411, scimark_benchmark: 1247.9331, usercpu_time_millis: 0.141, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1257.3411, usercpu_time_millis: 0.166, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 0.102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1251.7681, usercpu_time_millis: 0.126, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1268.7716, usercpu_time_millis: 0.114, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1283.6857, usercpu_time_millis: 0.113, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1262.7115, usercpu_time_millis: 0.123, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.077,
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: 0.7481, f_measure: 0.6991, kappa: 0.3372, kb_relative_information_score: 117.566, mean_absolute_error: 0.4021, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.6999, predictive_accuracy: 0.6983, prior_entropy: 0.9312, recall: 0.6983, relative_absolute_error: 0.8876, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4406, root_relative_squared_error: 0.9258, scimark_benchmark: 1274.4672, usercpu_time_millis: 7.936, usercpu_time_millis_testing: 0.829, usercpu_time_millis_training: 7.107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9779, kappa: 0.9509, kb_relative_information_score: 598.5235, mean_absolute_error: 0.199, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9788, predictive_accuracy: 0.9781, prior_entropy: 0.9312, recall: 0.9781, relative_absolute_error: 0.4394, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2481, root_relative_squared_error: 0.5213, scimark_benchmark: 1263.1816, usercpu_time_millis: 31.985, usercpu_time_millis_testing: 2.163, usercpu_time_millis_training: 29.822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6835, f_measure: 0.7002, kappa: 0.34, kb_relative_information_score: 115.1773, mean_absolute_error: 0.4035, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7011, predictive_accuracy: 0.6994, prior_entropy: 0.9312, recall: 0.6994, relative_absolute_error: 0.8908, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4472, root_relative_squared_error: 0.9397, scimark_benchmark: 1242.0846, usercpu_time_millis: 7.008, usercpu_time_millis_testing: 0.629, usercpu_time_millis_training: 6.379,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9906, kappa: 0.9791, kb_relative_information_score: 663.3218, mean_absolute_error: 0.1682, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9907, predictive_accuracy: 0.9906, prior_entropy: 0.9312, recall: 0.9906, relative_absolute_error: 0.3712, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2113, root_relative_squared_error: 0.4441, scimark_benchmark: 1277.7697, usercpu_time_millis: 25.269, usercpu_time_millis_testing: 1.728, usercpu_time_millis_training: 23.541,
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: 0.9993, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 600.2606, mean_absolute_error: 0.2028, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9918, predictive_accuracy: 0.9916, prior_entropy: 0.9312, recall: 0.9916, relative_absolute_error: 0.4478, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2365, root_relative_squared_error: 0.497, scimark_benchmark: 1265.598, usercpu_time_millis: 48.842, usercpu_time_millis_testing: 5.18, usercpu_time_millis_training: 43.662,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 676.6909, mean_absolute_error: 0.1619, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9918, predictive_accuracy: 0.9916, prior_entropy: 0.9312, recall: 0.9916, relative_absolute_error: 0.3575, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2028, root_relative_squared_error: 0.4262, scimark_benchmark: 1280.9982, usercpu_time_millis: 40.077, usercpu_time_millis_testing: 2.555, usercpu_time_millis_training: 37.522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4982, f_measure: 0.5165, kb_relative_information_score: -0.8277, mean_absolute_error: 0.4532, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 1.0004, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1271.8522, usercpu_time_millis: 1.088, usercpu_time_millis_testing: 0.156, usercpu_time_millis_training: 0.932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.899, f_measure: 0.7726, kappa: 0.4877, kb_relative_information_score: 227.0565, mean_absolute_error: 0.3615, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8324, predictive_accuracy: 0.7975, prior_entropy: 0.9312, recall: 0.7975, relative_absolute_error: 0.798, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3941, root_relative_squared_error: 0.8281, scimark_benchmark: 1262.6606, usercpu_time_millis: 1.73, usercpu_time_millis_testing: 0.189, usercpu_time_millis_training: 1.541,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9874, kappa: 0.9721, kb_relative_information_score: 737.728, mean_absolute_error: 0.1262, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9876, predictive_accuracy: 0.9875, prior_entropy: 0.9312, recall: 0.9875, relative_absolute_error: 0.2785, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1807, root_relative_squared_error: 0.3797, scimark_benchmark: 1270.8512, usercpu_time_millis: 4.246, usercpu_time_millis_testing: 0.232, usercpu_time_millis_training: 4.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.5165, kb_relative_information_score: 0.2555, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1273.9736, usercpu_time_millis: 5.111, usercpu_time_millis_testing: 0.86, usercpu_time_millis_training: 4.251,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9906, kappa: 0.9791, kb_relative_information_score: 694.5393, mean_absolute_error: 0.1517, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9907, predictive_accuracy: 0.9906, prior_entropy: 0.9312, recall: 0.9906, relative_absolute_error: 0.3349, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1954, root_relative_squared_error: 0.4107, scimark_benchmark: 1257.4054, usercpu_time_millis: 4.656, usercpu_time_millis_testing: 0.302, usercpu_time_millis_training: 4.354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4966, f_measure: 0.5165, kb_relative_information_score: -0.2392, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1261.3422, usercpu_time_millis: 7.382, usercpu_time_millis_testing: 0.971, usercpu_time_millis_training: 6.411,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9906, kappa: 0.9791, kb_relative_information_score: 737.8305, mean_absolute_error: 0.1282, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9907, predictive_accuracy: 0.9906, prior_entropy: 0.9312, recall: 0.9906, relative_absolute_error: 0.2829, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1745, root_relative_squared_error: 0.3666, scimark_benchmark: 1248.1154, usercpu_time_millis: 36.557, usercpu_time_millis_testing: 2.067, usercpu_time_millis_training: 34.49,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 674.7298, mean_absolute_error: 0.163, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9918, predictive_accuracy: 0.9916, prior_entropy: 0.9312, recall: 0.9916, relative_absolute_error: 0.3598, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2035, root_relative_squared_error: 0.4275, scimark_benchmark: 1231.1421, usercpu_time_millis: 40.987, usercpu_time_millis_testing: 3.419, usercpu_time_millis_training: 37.568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.5165, kb_relative_information_score: -0.2777, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1255.5879, usercpu_time_millis: 1.962, usercpu_time_millis_testing: 0.25, usercpu_time_millis_training: 1.712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8184, f_measure: 0.5514, kappa: 0.0582, kb_relative_information_score: 93.3736, mean_absolute_error: 0.4167, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7803, predictive_accuracy: 0.6691, prior_entropy: 0.9312, recall: 0.6691, relative_absolute_error: 0.9198, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4419, root_relative_squared_error: 0.9286, scimark_benchmark: 1260.1984, usercpu_time_millis: 3.581, usercpu_time_millis_testing: 0.496, usercpu_time_millis_training: 3.085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.5165, kb_relative_information_score: 0.016, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1264.3845, usercpu_time_millis: 5.985, usercpu_time_millis_testing: 0.826, usercpu_time_millis_training: 5.159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.8198, kappa: 0.5926, kb_relative_information_score: 370.0734, mean_absolute_error: 0.2939, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8627, predictive_accuracy: 0.8351, prior_entropy: 0.9312, recall: 0.8351, relative_absolute_error: 0.6487, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3438, root_relative_squared_error: 0.7225, scimark_benchmark: 1262.5964, usercpu_time_millis: 6.11, usercpu_time_millis_testing: 0.412, usercpu_time_millis_training: 5.698,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7596, f_measure: 0.6848, kappa: 0.2908, kb_relative_information_score: 106.9964, mean_absolute_error: 0.4074, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7219, predictive_accuracy: 0.7213, prior_entropy: 0.9312, recall: 0.7213, relative_absolute_error: 0.8992, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.441, root_relative_squared_error: 0.9267, scimark_benchmark: 1261.3639, usercpu_time_millis: 7.207, usercpu_time_millis_testing: 0.696, usercpu_time_millis_training: 6.511,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7831, f_measure: 0.5647, kappa: 0.0811, kb_relative_information_score: 102.0747, mean_absolute_error: 0.4102, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7831, predictive_accuracy: 0.6754, prior_entropy: 0.9312, recall: 0.6754, relative_absolute_error: 0.9056, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4399, root_relative_squared_error: 0.9244, scimark_benchmark: 1263.0988, usercpu_time_millis: 6.906, usercpu_time_millis_testing: 0.723, usercpu_time_millis_training: 6.183,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.736, f_measure: 0.7002, kappa: 0.34, kb_relative_information_score: 116.3952, mean_absolute_error: 0.4025, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7011, predictive_accuracy: 0.6994, prior_entropy: 0.9312, recall: 0.6994, relative_absolute_error: 0.8884, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4412, root_relative_squared_error: 0.9271, scimark_benchmark: 1260.7297, usercpu_time_millis: 11.29, usercpu_time_millis_testing: 1.117, usercpu_time_millis_training: 10.173,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.9467, kappa: 0.8807, kb_relative_information_score: 479.6267, mean_absolute_error: 0.2577, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9513, predictive_accuracy: 0.9478, prior_entropy: 0.9312, recall: 0.9478, relative_absolute_error: 0.569, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2956, root_relative_squared_error: 0.6212, scimark_benchmark: 1271.2709, usercpu_time_millis: 11.432, usercpu_time_millis_testing: 1.192, usercpu_time_millis_training: 10.24,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9777, f_measure: 0.8417, kappa: 0.6419, kb_relative_information_score: 398.7329, mean_absolute_error: 0.2852, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8806, predictive_accuracy: 0.8539, prior_entropy: 0.9312, recall: 0.8539, relative_absolute_error: 0.6295, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3332, root_relative_squared_error: 0.7001, scimark_benchmark: 1264.3307, usercpu_time_millis: 19.704, usercpu_time_millis_testing: 1.255, usercpu_time_millis_training: 18.449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9895, kappa: 0.9768, kb_relative_information_score: 567.0462, mean_absolute_error: 0.2176, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9897, predictive_accuracy: 0.9896, prior_entropy: 0.9312, recall: 0.9896, relative_absolute_error: 0.4803, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2557, root_relative_squared_error: 0.5374, scimark_benchmark: 1267.7811, usercpu_time_millis: 22.33, usercpu_time_millis_testing: 1.913, usercpu_time_millis_training: 20.417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4969, f_measure: 0.5165, kb_relative_information_score: 0.4076, mean_absolute_error: 0.4528, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1261.9953, usercpu_time_millis: 0.717, usercpu_time_millis_testing: 0.153, usercpu_time_millis_training: 0.564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9768, f_measure: 0.8905, kappa: 0.7531, kb_relative_information_score: 416.6474, mean_absolute_error: 0.2832, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9021, predictive_accuracy: 0.8946, prior_entropy: 0.9312, recall: 0.8946, relative_absolute_error: 0.6252, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3229, root_relative_squared_error: 0.6786, scimark_benchmark: 1267.8058, usercpu_time_millis: 1.129, usercpu_time_millis_testing: 0.152, usercpu_time_millis_training: 0.977,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7448, f_measure: 0.5165, kb_relative_information_score: 50.8103, mean_absolute_error: 0.4331, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9561, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4574, root_relative_squared_error: 0.9612, scimark_benchmark: 1255.7714, usercpu_time_millis: 1.657, usercpu_time_millis_testing: 0.219, usercpu_time_millis_training: 1.438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9895, kappa: 0.9768, kb_relative_information_score: 813.2884, mean_absolute_error: 0.0845, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9897, predictive_accuracy: 0.9896, prior_entropy: 0.9312, recall: 0.9896, relative_absolute_error: 0.1864, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1382, root_relative_squared_error: 0.2905, scimark_benchmark: 1263.4487, usercpu_time_millis: 42.212, usercpu_time_millis_testing: 2.725, usercpu_time_millis_training: 39.487,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5016, f_measure: 0.5165, kb_relative_information_score: -0.2313, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1260.2987, usercpu_time_millis: 4.274, usercpu_time_millis_testing: 0.572, usercpu_time_millis_training: 3.702,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.5165, kb_relative_information_score: 0.2628, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1268.7309, usercpu_time_millis: 6.368, usercpu_time_millis_testing: 0.99, usercpu_time_millis_training: 5.378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9906, kappa: 0.9791, kb_relative_information_score: 763.9803, mean_absolute_error: 0.1143, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9907, predictive_accuracy: 0.9906, prior_entropy: 0.9312, recall: 0.9906, relative_absolute_error: 0.2522, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1585, root_relative_squared_error: 0.333, scimark_benchmark: 1263.1555, usercpu_time_millis: 63.457, usercpu_time_millis_testing: 3.781, usercpu_time_millis_training: 59.676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.8804, kappa: 0.7299, kb_relative_information_score: 380.8372, mean_absolute_error: 0.3044, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8988, predictive_accuracy: 0.8862, prior_entropy: 0.9312, recall: 0.8862, relative_absolute_error: 0.6719, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3339, root_relative_squared_error: 0.7016, scimark_benchmark: 1265.8374, usercpu_time_millis: 33.217, usercpu_time_millis_testing: 3.746, usercpu_time_millis_training: 29.471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9874, kappa: 0.9721, kb_relative_information_score: 771.477, mean_absolute_error: 0.1054, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9877, predictive_accuracy: 0.9875, prior_entropy: 0.9312, recall: 0.9875, relative_absolute_error: 0.2326, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1709, root_relative_squared_error: 0.3591, scimark_benchmark: 1262.8383, usercpu_time_millis: 42.018, usercpu_time_millis_testing: 1.887, usercpu_time_millis_training: 40.131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9864, kappa: 0.9698, kb_relative_information_score: 818.7027, mean_absolute_error: 0.0787, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9866, predictive_accuracy: 0.9864, prior_entropy: 0.9312, recall: 0.9864, relative_absolute_error: 0.1736, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1459, root_relative_squared_error: 0.3066, scimark_benchmark: 1258.1434, usercpu_time_millis: 34.003, usercpu_time_millis_testing: 1.87, usercpu_time_millis_training: 32.133,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.5165, kb_relative_information_score: -0.8784, mean_absolute_error: 0.4531, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1260.0184, usercpu_time_millis: 2.572, usercpu_time_millis_testing: 0.375, usercpu_time_millis_training: 2.197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4976, f_measure: 0.5165, kb_relative_information_score: 0.0618, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1252.8004, usercpu_time_millis: 2.505, usercpu_time_millis_testing: 0.411, usercpu_time_millis_training: 2.094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8913, f_measure: 0.7868, kappa: 0.5182, kb_relative_information_score: 273.8397, mean_absolute_error: 0.3365, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8276, predictive_accuracy: 0.8058, prior_entropy: 0.9312, recall: 0.8058, relative_absolute_error: 0.7428, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.378, root_relative_squared_error: 0.7942, scimark_benchmark: 1276.3041, usercpu_time_millis: 24.501, usercpu_time_millis_testing: 2.223, usercpu_time_millis_training: 22.278,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7511, f_measure: 0.6908, kappa: 0.3083, kb_relative_information_score: 115.3472, mean_absolute_error: 0.4034, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.6882, predictive_accuracy: 0.6962, prior_entropy: 0.9312, recall: 0.6962, relative_absolute_error: 0.8904, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4407, root_relative_squared_error: 0.9262, scimark_benchmark: 1266.2539, usercpu_time_millis: 1.671, usercpu_time_millis_testing: 0.193, usercpu_time_millis_training: 1.478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4963, f_measure: 0.5165, kb_relative_information_score: 0.2702, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1257.44, usercpu_time_millis: 4.021, usercpu_time_millis_testing: 0.498, usercpu_time_millis_training: 3.523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9067, kappa: 0.7896, kb_relative_information_score: 417.3942, mean_absolute_error: 0.2887, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9197, predictive_accuracy: 0.9102, prior_entropy: 0.9312, recall: 0.9102, relative_absolute_error: 0.6373, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3187, root_relative_squared_error: 0.6697, scimark_benchmark: 1259.4493, usercpu_time_millis: 7.531, usercpu_time_millis_testing: 0.785, usercpu_time_millis_training: 6.746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9906, kappa: 0.9791, kb_relative_information_score: 679.1116, mean_absolute_error: 0.1604, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9907, predictive_accuracy: 0.9906, prior_entropy: 0.9312, recall: 0.9906, relative_absolute_error: 0.354, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2024, root_relative_squared_error: 0.4253, scimark_benchmark: 1260.4906, usercpu_time_millis: 44.024, usercpu_time_millis_testing: 3.268, usercpu_time_millis_training: 40.756,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9906, kappa: 0.9791, kb_relative_information_score: 819.4984, mean_absolute_error: 0.0797, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9907, predictive_accuracy: 0.9906, prior_entropy: 0.9312, recall: 0.9906, relative_absolute_error: 0.176, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1416, root_relative_squared_error: 0.2975, scimark_benchmark: 1263.6647, usercpu_time_millis: 14.977, usercpu_time_millis_testing: 0.74, usercpu_time_millis_training: 14.237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.498, f_measure: 0.5165, kb_relative_information_score: 0.1764, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1265.7781, usercpu_time_millis: 7.063, usercpu_time_millis_testing: 1.01, usercpu_time_millis_training: 6.053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4983, f_measure: 0.5165, kb_relative_information_score: -0.2927, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1258.3787, usercpu_time_millis: 1.317, usercpu_time_millis_testing: 0.255, usercpu_time_millis_training: 1.062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9427, f_measure: 0.8165, kappa: 0.5849, kb_relative_information_score: 307.8836, mean_absolute_error: 0.3284, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8524, predictive_accuracy: 0.8309, prior_entropy: 0.9312, recall: 0.8309, relative_absolute_error: 0.725, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3644, root_relative_squared_error: 0.7657, scimark_benchmark: 1274.4469, usercpu_time_millis: 3.65, usercpu_time_millis_testing: 0.399, usercpu_time_millis_training: 3.251,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4971, f_measure: 0.5165, kb_relative_information_score: -0.066, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1257.9673, usercpu_time_millis: 7.127, usercpu_time_millis_testing: 1.185, usercpu_time_millis_training: 5.942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.856, f_measure: 0.749, kappa: 0.4321, kb_relative_information_score: 239.7858, mean_absolute_error: 0.3478, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7716, predictive_accuracy: 0.7683, prior_entropy: 0.9312, recall: 0.7683, relative_absolute_error: 0.7677, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3914, root_relative_squared_error: 0.8226, scimark_benchmark: 1261.1156, usercpu_time_millis: 8.785, usercpu_time_millis_testing: 0.642, usercpu_time_millis_training: 8.143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9171, kappa: 0.8134, kb_relative_information_score: 436.8581, mean_absolute_error: 0.2806, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9261, predictive_accuracy: 0.9196, prior_entropy: 0.9312, recall: 0.9196, relative_absolute_error: 0.6193, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3104, root_relative_squared_error: 0.6522, scimark_benchmark: 1274.1323, usercpu_time_millis: 26.88, usercpu_time_millis_testing: 3.137, usercpu_time_millis_training: 23.743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9534, kappa: 0.8961, kb_relative_information_score: 489.2587, mean_absolute_error: 0.2542, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9556, predictive_accuracy: 0.9541, prior_entropy: 0.9312, recall: 0.9541, relative_absolute_error: 0.5612, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2886, root_relative_squared_error: 0.6064, scimark_benchmark: 1266.4402, usercpu_time_millis: 2.335, usercpu_time_millis_testing: 0.253, usercpu_time_millis_training: 2.082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5165, kb_relative_information_score: 0.0216, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1263.2749, usercpu_time_millis: 7.719, usercpu_time_millis_testing: 0.907, usercpu_time_millis_training: 6.812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.804, f_measure: 0.7019, kappa: 0.335, kb_relative_information_score: 159.6582, mean_absolute_error: 0.3805, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.6997, predictive_accuracy: 0.7056, prior_entropy: 0.9312, recall: 0.7056, relative_absolute_error: 0.84, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4253, root_relative_squared_error: 0.8937, scimark_benchmark: 1257.1498, usercpu_time_millis: 7.183, usercpu_time_millis_testing: 0.489, usercpu_time_millis_training: 6.694,

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

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From your own software

Use one of our APIs to download data from OpenML and upload your results

OpenML APIs