Task
Supervised Classification on mfeat-pixel

Supervised Classification on mfeat-pixel

Task 250 Supervised Classification mfeat-pixel 305 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9698, kappa: 0.9663, kb_relative_information_score: 396.0277, mean_absolute_error: 0.1158, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9703, predictive_accuracy: 0.9697, prior_entropy: 3.3219, recall: 0.9697, relative_absolute_error: 0.6434, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1997, root_relative_squared_error: 0.6657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9066, f_measure: 0.7788, kappa: 0.7525, kb_relative_information_score: 511.3512, mean_absolute_error: 0.049, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.7882, predictive_accuracy: 0.7773, prior_entropy: 3.3219, recall: 0.7773, relative_absolute_error: 0.2721, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1923, root_relative_squared_error: 0.6409, scimark_benchmark: 906.0979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.8406, kappa: 0.8229, kb_relative_information_score: 513.9117, mean_absolute_error: 0.0627, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.8469, predictive_accuracy: 0.8409, prior_entropy: 3.3219, recall: 0.8409, relative_absolute_error: 0.3481, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1566, root_relative_squared_error: 0.5221, scimark_benchmark: 851.2074, usercpu_time_millis: 59890, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 59880,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9773, kappa: 0.9747, kb_relative_information_score: 644.3136, mean_absolute_error: 0.0045, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9776, predictive_accuracy: 0.9773, prior_entropy: 3.3219, recall: 0.9773, relative_absolute_error: 0.0253, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0674, root_relative_squared_error: 0.2247, scimark_benchmark: 941.6675, usercpu_time_millis: 42110, usercpu_time_millis_testing: 23770, usercpu_time_millis_training: 18340,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9849, kappa: 0.9831, kb_relative_information_score: 649.2921, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.985, predictive_accuracy: 0.9848, prior_entropy: 3.3219, recall: 0.9848, relative_absolute_error: 0.0177, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0553, root_relative_squared_error: 0.1845, scimark_benchmark: 941.6675, usercpu_time_millis: 9720, usercpu_time_millis_testing: 8560, usercpu_time_millis_training: 1160,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9849, kappa: 0.9831, kb_relative_information_score: 649.2921, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.985, predictive_accuracy: 0.9848, prior_entropy: 3.3219, recall: 0.9848, relative_absolute_error: 0.0177, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0553, root_relative_squared_error: 0.1845, scimark_benchmark: 938.191, usercpu_time_millis: 10350, usercpu_time_millis_testing: 9130, usercpu_time_millis_training: 1220,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9791, f_measure: 0.8546, kappa: 0.8366, kb_relative_information_score: 506.682, mean_absolute_error: 0.0652, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.8585, predictive_accuracy: 0.853, prior_entropy: 3.3219, recall: 0.853, relative_absolute_error: 0.3621, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1585, root_relative_squared_error: 0.5285, scimark_benchmark: 941.6675, usercpu_time_millis: 1860, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1850,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9849, kappa: 0.9831, kb_relative_information_score: 649.2921, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.985, predictive_accuracy: 0.9848, prior_entropy: 3.3219, recall: 0.9848, relative_absolute_error: 0.0177, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0553, root_relative_squared_error: 0.1845, scimark_benchmark: 905.2959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.9577, kappa: 0.9528, kb_relative_information_score: 631.161, mean_absolute_error: 0.0087, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9587, predictive_accuracy: 0.9576, prior_entropy: 3.3219, recall: 0.9576, relative_absolute_error: 0.0485, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0896, root_relative_squared_error: 0.2987, scimark_benchmark: 905.2959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9698, kappa: 0.9663, kb_relative_information_score: 501.5586, mean_absolute_error: 0.0786, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9705, predictive_accuracy: 0.9697, prior_entropy: 3.3219, recall: 0.9697, relative_absolute_error: 0.4368, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1485, root_relative_squared_error: 0.4952, scimark_benchmark: 931.771, usercpu_time_millis: 980, usercpu_time_millis_testing: 120, usercpu_time_millis_training: 860,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9773, kappa: 0.9747, kb_relative_information_score: 644.3136, mean_absolute_error: 0.0045, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9776, predictive_accuracy: 0.9773, prior_entropy: 3.3219, recall: 0.9773, relative_absolute_error: 0.0253, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0674, root_relative_squared_error: 0.2247, scimark_benchmark: 937.5117, usercpu_time_millis: 23460, usercpu_time_millis_testing: 12010, usercpu_time_millis_training: 11450,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.9578, kappa: 0.9528, kb_relative_information_score: 630.6325, mean_absolute_error: 0.0088, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.959, predictive_accuracy: 0.9576, prior_entropy: 3.3219, recall: 0.9576, relative_absolute_error: 0.0489, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0905, root_relative_squared_error: 0.3016, scimark_benchmark: 941.3847, usercpu_time_millis: 340, usercpu_time_millis_testing: 290, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9849, kappa: 0.9831, kb_relative_information_score: 649.2921, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.985, predictive_accuracy: 0.9848, prior_entropy: 3.3219, recall: 0.9848, relative_absolute_error: 0.0177, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0553, root_relative_squared_error: 0.1845, scimark_benchmark: 974.2014, usercpu_time_millis: 14410, usercpu_time_millis_testing: 12610, usercpu_time_millis_training: 1800,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.9577, kappa: 0.9528, kb_relative_information_score: 631.161, mean_absolute_error: 0.0087, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9587, predictive_accuracy: 0.9576, prior_entropy: 3.3219, recall: 0.9576, relative_absolute_error: 0.0485, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0896, root_relative_squared_error: 0.2987, scimark_benchmark: 947.1781, usercpu_time_millis: 1814290, usercpu_time_millis_testing: 1770, usercpu_time_millis_training: 1812520,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9698, kappa: 0.9663, kb_relative_information_score: 501.5586, mean_absolute_error: 0.0786, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9705, predictive_accuracy: 0.9697, prior_entropy: 3.3219, recall: 0.9697, relative_absolute_error: 0.4368, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1485, root_relative_squared_error: 0.4952, scimark_benchmark: 943.1009, usercpu_time_millis: 1100, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 990,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9066, f_measure: 0.7788, kappa: 0.7525, kb_relative_information_score: 511.3512, mean_absolute_error: 0.049, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.7882, predictive_accuracy: 0.7773, prior_entropy: 3.3219, recall: 0.7773, relative_absolute_error: 0.2721, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1923, root_relative_squared_error: 0.6409, scimark_benchmark: 819.5729, usercpu_time_millis: 180, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 170,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.8406, kappa: 0.8229, kb_relative_information_score: 513.9117, mean_absolute_error: 0.0627, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.8469, predictive_accuracy: 0.8409, prior_entropy: 3.3219, recall: 0.8409, relative_absolute_error: 0.3481, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1566, root_relative_squared_error: 0.5221, scimark_benchmark: 936.2574, usercpu_time_millis: 64790, usercpu_time_millis_training: 64790,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9773, kappa: 0.9747, kb_relative_information_score: 644.3136, mean_absolute_error: 0.0045, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9776, predictive_accuracy: 0.9773, prior_entropy: 3.3219, recall: 0.9773, relative_absolute_error: 0.0253, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0674, root_relative_squared_error: 0.2247, scimark_benchmark: 859.5223, usercpu_time_millis: 27080, usercpu_time_millis_testing: 11440, usercpu_time_millis_training: 15640,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9849, kappa: 0.9831, kb_relative_information_score: 649.2921, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.985, predictive_accuracy: 0.9848, prior_entropy: 3.3219, recall: 0.9848, relative_absolute_error: 0.0177, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0553, root_relative_squared_error: 0.1845, scimark_benchmark: 930.404, usercpu_time_millis: 8640, usercpu_time_millis_testing: 7550, usercpu_time_millis_training: 1090,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9849, kappa: 0.9831, kb_relative_information_score: 649.2921, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.985, predictive_accuracy: 0.9848, prior_entropy: 3.3219, recall: 0.9848, relative_absolute_error: 0.0177, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0553, root_relative_squared_error: 0.1845, scimark_benchmark: 941.4991, usercpu_time_millis: 9280, usercpu_time_millis_testing: 8020, usercpu_time_millis_training: 1260,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9791, f_measure: 0.8546, kappa: 0.8366, kb_relative_information_score: 506.682, mean_absolute_error: 0.0652, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.8585, predictive_accuracy: 0.853, prior_entropy: 3.3219, recall: 0.853, relative_absolute_error: 0.3621, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1585, root_relative_squared_error: 0.5285, scimark_benchmark: 933.3455, usercpu_time_millis: 1580, usercpu_time_millis_training: 1580,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9849, kappa: 0.9831, kb_relative_information_score: 649.2921, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.985, predictive_accuracy: 0.9848, prior_entropy: 3.3219, recall: 0.9848, relative_absolute_error: 0.0177, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0553, root_relative_squared_error: 0.1845, scimark_benchmark: 944.0133, usercpu_time_millis: 9110, usercpu_time_millis_testing: 7930, usercpu_time_millis_training: 1180,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.9577, kappa: 0.9528, kb_relative_information_score: 631.161, mean_absolute_error: 0.0087, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9587, predictive_accuracy: 0.9576, prior_entropy: 3.3219, recall: 0.9576, relative_absolute_error: 0.0485, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0896, root_relative_squared_error: 0.2987, scimark_benchmark: 936.9595, usercpu_time_millis: 1851570, usercpu_time_millis_testing: 1910, usercpu_time_millis_training: 1849660,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9698, kappa: 0.9663, kb_relative_information_score: 501.5586, mean_absolute_error: 0.0786, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9705, predictive_accuracy: 0.9697, prior_entropy: 3.3219, recall: 0.9697, relative_absolute_error: 0.4368, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1485, root_relative_squared_error: 0.4952, scimark_benchmark: 936.9595, usercpu_time_millis: 1050, usercpu_time_millis_testing: 80, usercpu_time_millis_training: 970,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9819, kappa: 0.9798, kb_relative_information_score: 594.4482, mean_absolute_error: 0.0343, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.982, predictive_accuracy: 0.9818, prior_entropy: 3.3219, recall: 0.9818, relative_absolute_error: 0.1907, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0903, root_relative_squared_error: 0.3011, scimark_benchmark: 819.5729, usercpu_time_millis: 4564600, usercpu_time_millis_testing: 1938190, usercpu_time_millis_training: 2626410,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9819, kappa: 0.9798, kb_relative_information_score: 594.4532, mean_absolute_error: 0.0346, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9821, predictive_accuracy: 0.9818, prior_entropy: 3.3219, recall: 0.9818, relative_absolute_error: 0.192, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.09, root_relative_squared_error: 0.3002, scimark_benchmark: 932.438, usercpu_time_millis: 1882230, usercpu_time_millis_testing: 685220, usercpu_time_millis_training: 1197010,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9818, kappa: 0.9798, kb_relative_information_score: 593.0622, mean_absolute_error: 0.035, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9819, predictive_accuracy: 0.9818, prior_entropy: 3.3219, recall: 0.9818, relative_absolute_error: 0.1945, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.093, root_relative_squared_error: 0.3101, scimark_benchmark: 944.235, usercpu_time_millis: 1043100, usercpu_time_millis_testing: 422620, usercpu_time_millis_training: 620480,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9773, kappa: 0.9747, kb_relative_information_score: 595.7648, mean_absolute_error: 0.0332, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9774, predictive_accuracy: 0.9773, prior_entropy: 3.3219, recall: 0.9773, relative_absolute_error: 0.1845, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0929, root_relative_squared_error: 0.3096, scimark_benchmark: 939.7883, usercpu_time_millis: 509110, usercpu_time_millis_testing: 179810, usercpu_time_millis_training: 329300,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9651, kappa: 0.9612, kb_relative_information_score: 591.3345, mean_absolute_error: 0.0349, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9653, predictive_accuracy: 0.9652, prior_entropy: 3.3219, recall: 0.9652, relative_absolute_error: 0.194, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.101, root_relative_squared_error: 0.3367, scimark_benchmark: 889.4922, usercpu_time_millis: 229440, usercpu_time_millis_testing: 79500, usercpu_time_millis_training: 149940,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0137, kb_relative_information_score: 5.6963, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.0075, predictive_accuracy: 0.0864, prior_entropy: 3.3219, recall: 0.0864, relative_absolute_error: 1.0004, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3002, root_relative_squared_error: 1.0006, scimark_benchmark: 936.1714, usercpu_time_millis: 270, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 260,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.71, f_measure: 0.0543, kappa: 0.0853, kb_relative_information_score: 144.4089, mean_absolute_error: 0.1671, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.0322, predictive_accuracy: 0.1712, prior_entropy: 3.3219, recall: 0.1712, relative_absolute_error: 0.9283, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2895, root_relative_squared_error: 0.9649, scimark_benchmark: 938.3115, usercpu_time_millis: 50, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.71, f_measure: 0.0543, kappa: 0.0853, kb_relative_information_score: 144.4089, mean_absolute_error: 0.1671, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.0322, predictive_accuracy: 0.1712, prior_entropy: 3.3219, recall: 0.1712, relative_absolute_error: 0.9283, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2895, root_relative_squared_error: 0.9649, scimark_benchmark: 936.1714, usercpu_time_millis: 40, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.71, f_measure: 0.0543, kappa: 0.0853, kb_relative_information_score: 144.4089, mean_absolute_error: 0.1671, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.0322, predictive_accuracy: 0.1712, prior_entropy: 3.3219, recall: 0.1712, relative_absolute_error: 0.9283, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2895, root_relative_squared_error: 0.9649, scimark_benchmark: 938.3115, usercpu_time_millis: 40, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.71, f_measure: 0.0543, kappa: 0.0853, kb_relative_information_score: 144.4089, mean_absolute_error: 0.1671, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.0322, predictive_accuracy: 0.1712, prior_entropy: 3.3219, recall: 0.1712, relative_absolute_error: 0.9283, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2895, root_relative_squared_error: 0.9649, scimark_benchmark: 935.6052, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.71, f_measure: 0.0543, kappa: 0.0853, kb_relative_information_score: 144.4089, mean_absolute_error: 0.1671, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.0322, predictive_accuracy: 0.1712, prior_entropy: 3.3219, recall: 0.1712, relative_absolute_error: 0.9283, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2895, root_relative_squared_error: 0.9649, scimark_benchmark: 935.6052, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0137, kb_relative_information_score: 29.4082, mean_absolute_error: 0.1827, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.0075, predictive_accuracy: 0.0864, prior_entropy: 3.3219, recall: 0.0864, relative_absolute_error: 1.0152, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4275, root_relative_squared_error: 1.4249, scimark_benchmark: 938.3115, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9276, kappa: 0.9191, kb_relative_information_score: 548.5458, mean_absolute_error: 0.0547, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9287, predictive_accuracy: 0.9273, prior_entropy: 3.3219, recall: 0.9273, relative_absolute_error: 0.3038, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1266, root_relative_squared_error: 0.422, scimark_benchmark: 926.5859, usercpu_time_millis: 2920, usercpu_time_millis_testing: 280, usercpu_time_millis_training: 2640,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9849, kappa: 0.9831, kb_relative_information_score: 649.2921, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.985, predictive_accuracy: 0.9848, prior_entropy: 3.3219, recall: 0.9848, relative_absolute_error: 0.0177, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0553, root_relative_squared_error: 0.1845, scimark_benchmark: 1337.3324, usercpu_time_millis: 10340, usercpu_time_millis_testing: 9070, usercpu_time_millis_training: 1270,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9849, kappa: 0.9831, kb_relative_information_score: 649.2921, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.985, predictive_accuracy: 0.9848, prior_entropy: 3.3219, recall: 0.9848, relative_absolute_error: 0.0177, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0553, root_relative_squared_error: 0.1845, scimark_benchmark: 1332.9478, usercpu_time_millis: 9610, usercpu_time_millis_testing: 8380, usercpu_time_millis_training: 1230,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.9577, kappa: 0.9528, kb_relative_information_score: 631.161, mean_absolute_error: 0.0087, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9587, predictive_accuracy: 0.9576, prior_entropy: 3.3219, recall: 0.9576, relative_absolute_error: 0.0485, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0896, root_relative_squared_error: 0.2987, scimark_benchmark: 1315.9287, usercpu_time_millis: 2216000, usercpu_time_millis_testing: 5660, usercpu_time_millis_training: 2210340,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9698, kappa: 0.9663, kb_relative_information_score: 501.5586, mean_absolute_error: 0.0786, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9705, predictive_accuracy: 0.9697, prior_entropy: 3.3219, recall: 0.9697, relative_absolute_error: 0.4368, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1485, root_relative_squared_error: 0.4952, scimark_benchmark: 1367.3264, usercpu_time_millis: 720, usercpu_time_millis_testing: 90, usercpu_time_millis_training: 630,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.9757, kappa: 0.973, kb_relative_information_score: 643.2679, mean_absolute_error: 0.0048, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9761, predictive_accuracy: 0.9758, prior_entropy: 3.3219, recall: 0.9758, relative_absolute_error: 0.0269, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0696, root_relative_squared_error: 0.2321, scimark_benchmark: 1310.6554, usercpu_time_millis: 380, usercpu_time_millis_testing: 80, usercpu_time_millis_training: 300,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.8406, kappa: 0.8229, kb_relative_information_score: 513.9117, mean_absolute_error: 0.0627, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.8469, predictive_accuracy: 0.8409, prior_entropy: 3.3219, recall: 0.8409, relative_absolute_error: 0.3481, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1566, root_relative_squared_error: 0.5221, scimark_benchmark: 1313.8988, usercpu_time_millis: 43620, usercpu_time_millis_training: 43620,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9773, kappa: 0.9747, kb_relative_information_score: 644.3136, mean_absolute_error: 0.0045, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9776, predictive_accuracy: 0.9773, prior_entropy: 3.3219, recall: 0.9773, relative_absolute_error: 0.0253, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0674, root_relative_squared_error: 0.2247, scimark_benchmark: 1342.4614, usercpu_time_millis: 57100, usercpu_time_millis_testing: 32430, usercpu_time_millis_training: 24670,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9773, kappa: 0.9747, kb_relative_information_score: 644.3136, mean_absolute_error: 0.0045, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9776, predictive_accuracy: 0.9773, prior_entropy: 3.3219, recall: 0.9773, relative_absolute_error: 0.0253, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0674, root_relative_squared_error: 0.2247, scimark_benchmark: 1292.1745, usercpu_time_millis: 35340, usercpu_time_millis_testing: 14230, usercpu_time_millis_training: 21110,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9849, kappa: 0.9831, kb_relative_information_score: 649.2921, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.985, predictive_accuracy: 0.9848, prior_entropy: 3.3219, recall: 0.9848, relative_absolute_error: 0.0177, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0553, root_relative_squared_error: 0.1845, scimark_benchmark: 1331.0047, usercpu_time_millis: 10270, usercpu_time_millis_testing: 9170, usercpu_time_millis_training: 1100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9791, f_measure: 0.8546, kappa: 0.8366, kb_relative_information_score: 506.682, mean_absolute_error: 0.0652, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.8585, predictive_accuracy: 0.853, prior_entropy: 3.3219, recall: 0.853, relative_absolute_error: 0.3621, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1585, root_relative_squared_error: 0.5285, scimark_benchmark: 1330.6748, usercpu_time_millis: 1260, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 1230,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9849, kappa: 0.9831, kb_relative_information_score: 649.2921, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.985, predictive_accuracy: 0.9848, prior_entropy: 3.3219, recall: 0.9848, relative_absolute_error: 0.0177, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0553, root_relative_squared_error: 0.1845, scimark_benchmark: 1334.9442, usercpu_time_millis: 8640, usercpu_time_millis_testing: 7920, usercpu_time_millis_training: 720,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9698, kappa: 0.9663, kb_relative_information_score: 501.5586, mean_absolute_error: 0.0786, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9705, predictive_accuracy: 0.9697, prior_entropy: 3.3219, recall: 0.9697, relative_absolute_error: 0.4368, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1485, root_relative_squared_error: 0.4952, scimark_benchmark: 1338.7159, usercpu_time_millis: 800, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 690,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9849, kappa: 0.9831, kb_relative_information_score: 649.2921, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.985, predictive_accuracy: 0.9848, prior_entropy: 3.3219, recall: 0.9848, relative_absolute_error: 0.0177, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0553, root_relative_squared_error: 0.1845, scimark_benchmark: 1324.9809, usercpu_time_millis: 6540, usercpu_time_millis_testing: 5890, usercpu_time_millis_training: 650,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9698, kappa: 0.9663, kb_relative_information_score: 501.5586, mean_absolute_error: 0.0786, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9705, predictive_accuracy: 0.9697, prior_entropy: 3.3219, recall: 0.9697, relative_absolute_error: 0.4368, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1485, root_relative_squared_error: 0.4952, scimark_benchmark: 1316.7198, usercpu_time_millis: 710, usercpu_time_millis_testing: 100, usercpu_time_millis_training: 610,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9066, f_measure: 0.7788, kappa: 0.7525, kb_relative_information_score: 511.3512, mean_absolute_error: 0.049, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.7882, predictive_accuracy: 0.7773, prior_entropy: 3.3219, recall: 0.7773, relative_absolute_error: 0.2721, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1923, root_relative_squared_error: 0.6409, scimark_benchmark: 1329.8008, usercpu_time_millis: 150, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 140,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9773, kappa: 0.9747, kb_relative_information_score: 644.3136, mean_absolute_error: 0.0045, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9776, predictive_accuracy: 0.9773, prior_entropy: 3.3219, recall: 0.9773, relative_absolute_error: 0.0253, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0674, root_relative_squared_error: 0.2247, scimark_benchmark: 1299.9304, usercpu_time_millis: 45360, usercpu_time_millis_testing: 18060, usercpu_time_millis_training: 27300,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.9578, kappa: 0.9528, kb_relative_information_score: 630.6325, mean_absolute_error: 0.0088, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.959, predictive_accuracy: 0.9576, prior_entropy: 3.3219, recall: 0.9576, relative_absolute_error: 0.0489, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0905, root_relative_squared_error: 0.3016, scimark_benchmark: 938.0414, usercpu_time_millis: 350, usercpu_time_millis_testing: 300, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9698, kappa: 0.9663, kb_relative_information_score: 501.5586, mean_absolute_error: 0.0786, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9705, predictive_accuracy: 0.9697, prior_entropy: 3.3219, recall: 0.9697, relative_absolute_error: 0.4368, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1485, root_relative_squared_error: 0.4952, scimark_benchmark: 1322.7257, usercpu_time_millis: 770, usercpu_time_millis_testing: 90, usercpu_time_millis_training: 680,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.8406, kappa: 0.8229, kb_relative_information_score: 513.9117, mean_absolute_error: 0.0627, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.8469, predictive_accuracy: 0.8409, prior_entropy: 3.3219, recall: 0.8409, relative_absolute_error: 0.3481, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1566, root_relative_squared_error: 0.5221, scimark_benchmark: 1371.9645, usercpu_time_millis: 41900, usercpu_time_millis_training: 41900,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9849, kappa: 0.9831, kb_relative_information_score: 649.2921, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.985, predictive_accuracy: 0.9848, prior_entropy: 3.3219, recall: 0.9848, relative_absolute_error: 0.0177, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0553, root_relative_squared_error: 0.1845, scimark_benchmark: 1314.7093, usercpu_time_millis: 8240, usercpu_time_millis_testing: 7370, usercpu_time_millis_training: 870,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9066, f_measure: 0.7788, kappa: 0.7525, kb_relative_information_score: 511.3512, mean_absolute_error: 0.049, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.7882, predictive_accuracy: 0.7773, prior_entropy: 3.3219, recall: 0.7773, relative_absolute_error: 0.2721, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1923, root_relative_squared_error: 0.6409, scimark_benchmark: 1341.5795, usercpu_time_millis: 120, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 110,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.9578, kappa: 0.9528, kb_relative_information_score: 630.6325, mean_absolute_error: 0.0088, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.959, predictive_accuracy: 0.9576, prior_entropy: 3.3219, recall: 0.9576, relative_absolute_error: 0.0489, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0905, root_relative_squared_error: 0.3016, scimark_benchmark: 918.0213, usercpu_time_millis: 520, usercpu_time_millis_testing: 450, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9849, kappa: 0.9831, kb_relative_information_score: 649.2921, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.985, predictive_accuracy: 0.9848, prior_entropy: 3.3219, recall: 0.9848, relative_absolute_error: 0.0177, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0553, root_relative_squared_error: 0.1845, scimark_benchmark: 918.0213, usercpu_time_millis: 9540, usercpu_time_millis_testing: 8360, usercpu_time_millis_training: 1180,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9849, kappa: 0.9831, kb_relative_information_score: 649.2921, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.985, predictive_accuracy: 0.9848, prior_entropy: 3.3219, recall: 0.9848, relative_absolute_error: 0.0177, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0553, root_relative_squared_error: 0.1845, scimark_benchmark: 1312.2688, usercpu_time_millis: 9920, usercpu_time_millis_testing: 9000, usercpu_time_millis_training: 920,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9849, kappa: 0.9831, kb_relative_information_score: 649.2921, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.985, predictive_accuracy: 0.9848, prior_entropy: 3.3219, recall: 0.9848, relative_absolute_error: 0.0177, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0553, root_relative_squared_error: 0.1845, scimark_benchmark: 933.1165, usercpu_time_millis: 7910, usercpu_time_millis_testing: 6830, usercpu_time_millis_training: 1080,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.9578, kappa: 0.9528, kb_relative_information_score: 630.6325, mean_absolute_error: 0.0088, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.959, predictive_accuracy: 0.9576, prior_entropy: 3.3219, recall: 0.9576, relative_absolute_error: 0.0489, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0905, root_relative_squared_error: 0.3016, scimark_benchmark: 1354.3488, usercpu_time_millis: 350, usercpu_time_millis_testing: 300, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9849, kappa: 0.9831, kb_relative_information_score: 649.2921, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.985, predictive_accuracy: 0.9848, prior_entropy: 3.3219, recall: 0.9848, relative_absolute_error: 0.0177, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0553, root_relative_squared_error: 0.1845, scimark_benchmark: 933.1165, usercpu_time_millis: 9120, usercpu_time_millis_testing: 7870, usercpu_time_millis_training: 1250,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9849, kappa: 0.9831, kb_relative_information_score: 649.2921, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.985, predictive_accuracy: 0.9848, prior_entropy: 3.3219, recall: 0.9848, relative_absolute_error: 0.0177, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0553, root_relative_squared_error: 0.1845, scimark_benchmark: 1343.2125, usercpu_time_millis: 9330, usercpu_time_millis_testing: 8360, usercpu_time_millis_training: 970,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9791, f_measure: 0.8546, kappa: 0.8366, kb_relative_information_score: 506.682, mean_absolute_error: 0.0652, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.8585, predictive_accuracy: 0.853, prior_entropy: 3.3219, recall: 0.853, relative_absolute_error: 0.3621, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1585, root_relative_squared_error: 0.5285, scimark_benchmark: 1312.0581, usercpu_time_millis: 1510, usercpu_time_millis_training: 1510,

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