Task
Supervised Classification on monks-problems-1

Supervised Classification on monks-problems-1

Task 4197 Supervised Classification monks-problems-1 207 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9858, kappa: 0.9716, kb_relative_information_score: 5353.0173, mean_absolute_error: 0.0191, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 0.9862, predictive_accuracy: 0.9858, prior_entropy: 1, recall: 0.9858, relative_absolute_error: 0.0382, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.099, root_relative_squared_error: 0.1979, scimark_benchmark: 906.0979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9367, f_measure: 0.8275, kappa: 0.6554, kb_relative_information_score: 3442.7632, mean_absolute_error: 0.1954, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 0.8291, predictive_accuracy: 0.8277, prior_entropy: 1, recall: 0.8277, relative_absolute_error: 0.3908, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2989, root_relative_squared_error: 0.5979, scimark_benchmark: 972.587,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9367, f_measure: 0.8264, kappa: 0.6532, kb_relative_information_score: 3463.2724, mean_absolute_error: 0.1932, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 0.828, predictive_accuracy: 0.8266, prior_entropy: 1, recall: 0.8266, relative_absolute_error: 0.3864, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2997, root_relative_squared_error: 0.5995, scimark_benchmark: 931.4089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7464, f_measure: 0.729, kappa: 0.4928, kb_relative_information_score: 2740, mean_absolute_error: 0.2536, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 0.8317, predictive_accuracy: 0.7464, prior_entropy: 1, recall: 0.7464, relative_absolute_error: 0.5072, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5036, root_relative_squared_error: 1.0072, scimark_benchmark: 904.6764, usercpu_time_millis: 110, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7464, f_measure: 0.729, kappa: 0.4928, kb_relative_information_score: 2740, mean_absolute_error: 0.2536, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 0.8317, predictive_accuracy: 0.7464, prior_entropy: 1, recall: 0.7464, relative_absolute_error: 0.5072, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5036, root_relative_squared_error: 1.0072, scimark_benchmark: 942.2392,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.8452, kappa: 0.6975, kb_relative_information_score: 2742.4451, mean_absolute_error: 0.2732, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 0.8839, predictive_accuracy: 0.8487, prior_entropy: 1, recall: 0.8487, relative_absolute_error: 0.5464, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3306, root_relative_squared_error: 0.6612, scimark_benchmark: 941.6675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.8452, kappa: 0.6975, kb_relative_information_score: 2742.4451, mean_absolute_error: 0.2732, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 0.8839, predictive_accuracy: 0.8487, prior_entropy: 1, recall: 0.8487, relative_absolute_error: 0.5464, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3306, root_relative_squared_error: 0.6612, scimark_benchmark: 941.6675, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.8452, kappa: 0.6975, kb_relative_information_score: 2742.4451, mean_absolute_error: 0.2732, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 0.8839, predictive_accuracy: 0.8487, prior_entropy: 1, recall: 0.8487, relative_absolute_error: 0.5464, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3306, root_relative_squared_error: 0.6612, scimark_benchmark: 941.6675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9955, kappa: 0.991, kb_relative_information_score: 4648.3324, mean_absolute_error: 0.1003, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 0.9955, predictive_accuracy: 0.9955, prior_entropy: 1, recall: 0.9955, relative_absolute_error: 0.2005, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1462, root_relative_squared_error: 0.2925, scimark_benchmark: 941.6675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 4605.3449, mean_absolute_error: 0.1091, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.2182, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1316, root_relative_squared_error: 0.2632, scimark_benchmark: 934.695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.8452, kappa: 0.6975, kb_relative_information_score: 2742.4451, mean_absolute_error: 0.2732, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 0.8839, predictive_accuracy: 0.8487, prior_entropy: 1, recall: 0.8487, relative_absolute_error: 0.5464, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3306, root_relative_squared_error: 0.6612, scimark_benchmark: 905.2959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7464, f_measure: 0.729, kappa: 0.4928, kb_relative_information_score: 2740, mean_absolute_error: 0.2536, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 0.8317, predictive_accuracy: 0.7464, prior_entropy: 1, recall: 0.7464, relative_absolute_error: 0.5072, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5036, root_relative_squared_error: 1.0072, scimark_benchmark: 947.1781, usercpu_time_millis: 110, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 4595.9593, mean_absolute_error: 0.1089, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.2177, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1384, root_relative_squared_error: 0.2767, scimark_benchmark: 947.1781, usercpu_time_millis: 60, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9858, kappa: 0.9716, kb_relative_information_score: 5353.0173, mean_absolute_error: 0.0191, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 0.9862, predictive_accuracy: 0.9858, prior_entropy: 1, recall: 0.9858, relative_absolute_error: 0.0382, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.099, root_relative_squared_error: 0.1979, scimark_benchmark: 942.2392, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9367, f_measure: 0.8275, kappa: 0.6554, kb_relative_information_score: 3442.7632, mean_absolute_error: 0.1954, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 0.8291, predictive_accuracy: 0.8277, prior_entropy: 1, recall: 0.8277, relative_absolute_error: 0.3908, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2989, root_relative_squared_error: 0.5979, scimark_benchmark: 901.6243,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9367, f_measure: 0.8264, kappa: 0.6532, kb_relative_information_score: 3463.2724, mean_absolute_error: 0.1932, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 0.828, predictive_accuracy: 0.8266, prior_entropy: 1, recall: 0.8266, relative_absolute_error: 0.3864, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2997, root_relative_squared_error: 0.5995, scimark_benchmark: 608.4057, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7464, f_measure: 0.729, kappa: 0.4928, kb_relative_information_score: 2740, mean_absolute_error: 0.2536, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 0.8317, predictive_accuracy: 0.7464, prior_entropy: 1, recall: 0.7464, relative_absolute_error: 0.5072, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5036, root_relative_squared_error: 1.0072, scimark_benchmark: 908.9569, usercpu_time_millis: 100, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7464, f_measure: 0.729, kappa: 0.4928, kb_relative_information_score: 2740, mean_absolute_error: 0.2536, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 0.8317, predictive_accuracy: 0.7464, prior_entropy: 1, recall: 0.7464, relative_absolute_error: 0.5072, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5036, root_relative_squared_error: 1.0072, scimark_benchmark: 934.5964, usercpu_time_millis: 120, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.72, f_measure: 0.729, kappa: 0.4928, kb_relative_information_score: 1865.7913, mean_absolute_error: 0.3418, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 0.8317, predictive_accuracy: 0.7464, prior_entropy: 1, recall: 0.7464, relative_absolute_error: 0.6837, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.416, root_relative_squared_error: 0.832, scimark_benchmark: 930.404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.8452, kappa: 0.6975, kb_relative_information_score: 2742.4451, mean_absolute_error: 0.2732, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 0.8839, predictive_accuracy: 0.8487, prior_entropy: 1, recall: 0.8487, relative_absolute_error: 0.5464, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3306, root_relative_squared_error: 0.6612, scimark_benchmark: 938.1282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.8452, kappa: 0.6975, kb_relative_information_score: 2742.4451, mean_absolute_error: 0.2732, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 0.8839, predictive_accuracy: 0.8487, prior_entropy: 1, recall: 0.8487, relative_absolute_error: 0.5464, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3306, root_relative_squared_error: 0.6612, scimark_benchmark: 930.404, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.8452, kappa: 0.6975, kb_relative_information_score: 2742.4451, mean_absolute_error: 0.2732, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 0.8839, predictive_accuracy: 0.8487, prior_entropy: 1, recall: 0.8487, relative_absolute_error: 0.5464, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3306, root_relative_squared_error: 0.6612, scimark_benchmark: 938.1282,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9955, kappa: 0.991, kb_relative_information_score: 4648.3324, mean_absolute_error: 0.1003, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 0.9955, predictive_accuracy: 0.9955, prior_entropy: 1, recall: 0.9955, relative_absolute_error: 0.2005, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1462, root_relative_squared_error: 0.2925, scimark_benchmark: 941.4991, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 4605.3449, mean_absolute_error: 0.1091, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.2182, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1316, root_relative_squared_error: 0.2632, scimark_benchmark: 943.2803, usercpu_time_millis: 2130, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 2080,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.8452, kappa: 0.6975, kb_relative_information_score: 2742.4451, mean_absolute_error: 0.2732, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 0.8839, predictive_accuracy: 0.8487, prior_entropy: 1, recall: 0.8487, relative_absolute_error: 0.5464, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3306, root_relative_squared_error: 0.6612, scimark_benchmark: 932.438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 4655.8398, mean_absolute_error: 0.1038, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.2077, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1251, root_relative_squared_error: 0.2501, scimark_benchmark: 932.438, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 4595.9593, mean_absolute_error: 0.1089, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.2177, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1384, root_relative_squared_error: 0.2767, scimark_benchmark: 938.988, usercpu_time_millis: 40, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 3923.1947, mean_absolute_error: 0.1753, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.3506, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2138, root_relative_squared_error: 0.4276, scimark_benchmark: 851.2074, usercpu_time_millis: 3120, usercpu_time_millis_testing: 1730, usercpu_time_millis_training: 1390,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 3929.8159, mean_absolute_error: 0.1744, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.3489, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2136, root_relative_squared_error: 0.4271, scimark_benchmark: 941.7587, usercpu_time_millis: 730, usercpu_time_millis_testing: 210, usercpu_time_millis_training: 520,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 3925.5633, mean_absolute_error: 0.1746, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.3491, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2146, root_relative_squared_error: 0.4292, scimark_benchmark: 906.8974, usercpu_time_millis: 370, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 260,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9977, kappa: 0.9953, kb_relative_information_score: 4027.1772, mean_absolute_error: 0.1646, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 0.9977, predictive_accuracy: 0.9977, prior_entropy: 1, recall: 0.9977, relative_absolute_error: 0.3292, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2047, root_relative_squared_error: 0.4095, scimark_benchmark: 932.4744, usercpu_time_millis: 190, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9773, kappa: 0.9547, kb_relative_information_score: 3800.3291, mean_absolute_error: 0.1834, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 0.9783, predictive_accuracy: 0.9773, prior_entropy: 1, recall: 0.9773, relative_absolute_error: 0.3668, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2329, root_relative_squared_error: 0.4658, scimark_benchmark: 941.9549, usercpu_time_millis: 100, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7079, f_measure: 0.729, kappa: 0.4928, kb_relative_information_score: 1867.5738, mean_absolute_error: 0.3412, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 0.8317, predictive_accuracy: 0.7464, prior_entropy: 1, recall: 0.7464, relative_absolute_error: 0.6824, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4175, root_relative_squared_error: 0.8351, scimark_benchmark: 894.7131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7079, f_measure: 0.729, kappa: 0.4928, kb_relative_information_score: 1867.5738, mean_absolute_error: 0.3412, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 0.8317, predictive_accuracy: 0.7464, prior_entropy: 1, recall: 0.7464, relative_absolute_error: 0.6824, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4175, root_relative_squared_error: 0.8351, scimark_benchmark: 926.5859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7079, f_measure: 0.729, kappa: 0.4928, kb_relative_information_score: 1867.5738, mean_absolute_error: 0.3412, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 0.8317, predictive_accuracy: 0.7464, prior_entropy: 1, recall: 0.7464, relative_absolute_error: 0.6824, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4175, root_relative_squared_error: 0.8351, scimark_benchmark: 936.7184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7079, f_measure: 0.729, kappa: 0.4928, kb_relative_information_score: 1867.5738, mean_absolute_error: 0.3412, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 0.8317, predictive_accuracy: 0.7464, prior_entropy: 1, recall: 0.7464, relative_absolute_error: 0.6824, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4175, root_relative_squared_error: 0.8351, scimark_benchmark: 929.0296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7078, f_measure: 0.729, kappa: 0.4928, kb_relative_information_score: 1867.7103, mean_absolute_error: 0.3412, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 0.8317, predictive_accuracy: 0.7464, prior_entropy: 1, recall: 0.7464, relative_absolute_error: 0.6824, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4175, root_relative_squared_error: 0.8351, scimark_benchmark: 894.7131, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4942, f_measure: 0.4458, kappa: -0.0072, kb_relative_information_score: -0.1146, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 0.4943, predictive_accuracy: 0.4964, prior_entropy: 1, recall: 0.4964, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 936.1714,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.72, f_measure: 0.729, kappa: 0.4928, kb_relative_information_score: 1865.7913, mean_absolute_error: 0.3418, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 0.8317, predictive_accuracy: 0.7464, prior_entropy: 1, recall: 0.7464, relative_absolute_error: 0.6837, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.416, root_relative_squared_error: 0.832, scimark_benchmark: 1331.2559,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.8452, kappa: 0.6975, kb_relative_information_score: 2742.4451, mean_absolute_error: 0.2732, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 0.8839, predictive_accuracy: 0.8487, prior_entropy: 1, recall: 0.8487, relative_absolute_error: 0.5464, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3306, root_relative_squared_error: 0.6612, scimark_benchmark: 1342.8584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 4605.3449, mean_absolute_error: 0.1091, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.2182, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1316, root_relative_squared_error: 0.2632, scimark_benchmark: 1319.952, usercpu_time_millis: 1750, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 1700,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.8452, kappa: 0.6975, kb_relative_information_score: 2742.4451, mean_absolute_error: 0.2732, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 0.8839, predictive_accuracy: 0.8487, prior_entropy: 1, recall: 0.8487, relative_absolute_error: 0.5464, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3306, root_relative_squared_error: 0.6612, scimark_benchmark: 1354.5533,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 4595.9593, mean_absolute_error: 0.1089, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.2177, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1384, root_relative_squared_error: 0.2767, scimark_benchmark: 1310.3168, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.8452, kappa: 0.6975, kb_relative_information_score: 2742.4451, mean_absolute_error: 0.2732, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 0.8839, predictive_accuracy: 0.8487, prior_entropy: 1, recall: 0.8487, relative_absolute_error: 0.5464, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3306, root_relative_squared_error: 0.6612, scimark_benchmark: 1327.3335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.8452, kappa: 0.6975, kb_relative_information_score: 2742.4451, mean_absolute_error: 0.2732, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 0.8839, predictive_accuracy: 0.8487, prior_entropy: 1, recall: 0.8487, relative_absolute_error: 0.5464, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3306, root_relative_squared_error: 0.6612, scimark_benchmark: 1313.11,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9955, kappa: 0.991, kb_relative_information_score: 4648.3324, mean_absolute_error: 0.1003, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 0.9955, predictive_accuracy: 0.9955, prior_entropy: 1, recall: 0.9955, relative_absolute_error: 0.2005, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1462, root_relative_squared_error: 0.2925, scimark_benchmark: 1337.3324, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 4655.8398, mean_absolute_error: 0.1038, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.2077, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1251, root_relative_squared_error: 0.2501, scimark_benchmark: 1309.0674, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 4595.9593, mean_absolute_error: 0.1089, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.2177, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1384, root_relative_squared_error: 0.2767, scimark_benchmark: 1313.8988, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8585, f_measure: 0.7936, kappa: 0.6025, kb_relative_information_score: 2110.4793, mean_absolute_error: 0.3293, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 0.8538, predictive_accuracy: 0.8013, prior_entropy: 1, recall: 0.8013, relative_absolute_error: 0.6586, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.382, root_relative_squared_error: 0.7639, scimark_benchmark: 1318.4315, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8296, f_measure: 0.729, kappa: 0.4928, kb_relative_information_score: 1953.667, mean_absolute_error: 0.3345, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 0.8317, predictive_accuracy: 0.7464, prior_entropy: 1, recall: 0.7464, relative_absolute_error: 0.669, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4079, root_relative_squared_error: 0.8157, scimark_benchmark: 1331.8682, usercpu_time_millis: 140, usercpu_time_millis_testing: 140,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9367, f_measure: 0.8264, kappa: 0.6532, kb_relative_information_score: 3463.2724, mean_absolute_error: 0.1932, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 0.828, predictive_accuracy: 0.8266, prior_entropy: 1, recall: 0.8266, relative_absolute_error: 0.3864, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2997, root_relative_squared_error: 0.5995, scimark_benchmark: 1322.3407, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.9575, kappa: 0.9151, kb_relative_information_score: 4508.242, mean_absolute_error: 0.1097, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 0.9581, predictive_accuracy: 0.9576, prior_entropy: 1, recall: 0.9576, relative_absolute_error: 0.2195, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1896, root_relative_squared_error: 0.3791, scimark_benchmark: 1360.6367, usercpu_time_millis: 120, usercpu_time_millis_training: 120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.8452, kappa: 0.6975, kb_relative_information_score: 2742.4451, mean_absolute_error: 0.2732, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 0.8839, predictive_accuracy: 0.8487, prior_entropy: 1, recall: 0.8487, relative_absolute_error: 0.5464, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3306, root_relative_squared_error: 0.6612, scimark_benchmark: 1371.174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.8452, kappa: 0.6975, kb_relative_information_score: 2742.4451, mean_absolute_error: 0.2732, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 0.8839, predictive_accuracy: 0.8487, prior_entropy: 1, recall: 0.8487, relative_absolute_error: 0.5464, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3306, root_relative_squared_error: 0.6612, scimark_benchmark: 1331.2559,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 4595.9593, mean_absolute_error: 0.1089, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.2177, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1384, root_relative_squared_error: 0.2767, scimark_benchmark: 1299.5896, usercpu_time_millis: 80, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9858, kappa: 0.9716, kb_relative_information_score: 5353.0173, mean_absolute_error: 0.0191, mean_prior_absolute_error: 0.5, number_of_instances: 5560, precision: 0.9862, predictive_accuracy: 0.9858, prior_entropy: 1, recall: 0.9858, relative_absolute_error: 0.0382, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.099, root_relative_squared_error: 0.1979, scimark_benchmark: 1313.8988,

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