Task
Supervised Classification on mfeat-zernike

Supervised Classification on mfeat-zernike

Task 1902 Supervised Classification mfeat-zernike 378 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9673, build_cpu_time: 8.9781, build_memory: 1621783062.56, f_measure: 0.7487, kappa: 0.7246, kb_relative_information_score: 14990.1936, mean_absolute_error: 0.0674, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.7468, predictive_accuracy: 0.7521, prior_entropy: 3.3219, recall: 0.7521, relative_absolute_error: 0.3743, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1792, root_relative_squared_error: 0.5972, scimark_benchmark: 932.1959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.7535, kappa: 0.7258, kb_relative_information_score: 15452.8486, mean_absolute_error: 0.049, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.7544, predictive_accuracy: 0.7533, prior_entropy: 3.3219, recall: 0.7533, relative_absolute_error: 0.2722, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.6573, scimark_benchmark: 1371.174, usercpu_time_millis: 190, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9675, f_measure: 0.7734, kappa: 0.7512, kb_relative_information_score: 14212.0248, mean_absolute_error: 0.0781, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.7714, predictive_accuracy: 0.7761, prior_entropy: 3.3219, recall: 0.7761, relative_absolute_error: 0.4341, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1873, root_relative_squared_error: 0.6244, scimark_benchmark: 1292.1745, usercpu_time_millis: 2070, usercpu_time_millis_testing: 140, usercpu_time_millis_training: 1930,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9618, f_measure: 0.7299, kappa: 0.7032, kb_relative_information_score: 14582.44, mean_absolute_error: 0.0731, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.729, predictive_accuracy: 0.7329, prior_entropy: 3.3219, recall: 0.7329, relative_absolute_error: 0.406, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1843, root_relative_squared_error: 0.6145, scimark_benchmark: 1349.9109, usercpu_time_millis: 710, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 700,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.7535, kappa: 0.7258, kb_relative_information_score: 15452.8486, mean_absolute_error: 0.049, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.7544, predictive_accuracy: 0.7533, prior_entropy: 3.3219, recall: 0.7533, relative_absolute_error: 0.2722, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.6573, scimark_benchmark: 1260.1387, usercpu_time_millis: 170, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.7535, kappa: 0.7258, kb_relative_information_score: 15452.8486, mean_absolute_error: 0.049, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.7544, predictive_accuracy: 0.7533, prior_entropy: 3.3219, recall: 0.7533, relative_absolute_error: 0.2722, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.6573, scimark_benchmark: 1347.993, usercpu_time_millis: 180, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.861, f_measure: 0.6403, kappa: 0.6011, kb_relative_information_score: 13201.5049, mean_absolute_error: 0.0754, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.6399, predictive_accuracy: 0.641, prior_entropy: 3.3219, recall: 0.641, relative_absolute_error: 0.4189, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.235, root_relative_squared_error: 0.7833, scimark_benchmark: 1306.9281, usercpu_time_millis: 90, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.7535, kappa: 0.7258, kb_relative_information_score: 15452.8486, mean_absolute_error: 0.049, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.7544, predictive_accuracy: 0.7533, prior_entropy: 3.3219, recall: 0.7533, relative_absolute_error: 0.2722, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.6573, scimark_benchmark: 1337.1928, usercpu_time_millis: 170, usercpu_time_millis_testing: 100, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.861, f_measure: 0.6403, kappa: 0.6011, kb_relative_information_score: 13201.5049, mean_absolute_error: 0.0754, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.6399, predictive_accuracy: 0.641, prior_entropy: 3.3219, recall: 0.641, relative_absolute_error: 0.4189, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.235, root_relative_squared_error: 0.7833, scimark_benchmark: 1322.5413, usercpu_time_millis: 90, usercpu_time_millis_training: 90,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.7535, kappa: 0.7258, kb_relative_information_score: 15452.8486, mean_absolute_error: 0.049, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.7544, predictive_accuracy: 0.7533, prior_entropy: 3.3219, recall: 0.7533, relative_absolute_error: 0.2722, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.6573, scimark_benchmark: 1324.7884, usercpu_time_millis: 190, usercpu_time_millis_testing: 120, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9522, f_measure: 0.7138, kappa: 0.6851, kb_relative_information_score: 14778.0235, mean_absolute_error: 0.057, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.7138, predictive_accuracy: 0.7166, prior_entropy: 3.3219, recall: 0.7166, relative_absolute_error: 0.3164, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2097, root_relative_squared_error: 0.699, scimark_benchmark: 1362.9924, usercpu_time_millis: 120, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.7535, kappa: 0.7258, kb_relative_information_score: 15452.8486, mean_absolute_error: 0.049, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.7544, predictive_accuracy: 0.7533, prior_entropy: 3.3219, recall: 0.7533, relative_absolute_error: 0.2722, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.6573, scimark_benchmark: 1286.2211, usercpu_time_millis: 230, usercpu_time_millis_testing: 120, usercpu_time_millis_training: 110,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.7535, kappa: 0.7258, kb_relative_information_score: 15452.8486, mean_absolute_error: 0.049, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.7544, predictive_accuracy: 0.7533, prior_entropy: 3.3219, recall: 0.7533, relative_absolute_error: 0.2722, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.6573, scimark_benchmark: 1303.5632, usercpu_time_millis: 170, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9522, f_measure: 0.7138, kappa: 0.6851, kb_relative_information_score: 14778.0235, mean_absolute_error: 0.057, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.7138, predictive_accuracy: 0.7166, prior_entropy: 3.3219, recall: 0.7166, relative_absolute_error: 0.3164, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2097, root_relative_squared_error: 0.699, scimark_benchmark: 1333.202, usercpu_time_millis: 130, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.7535, kappa: 0.7258, kb_relative_information_score: 15452.8486, mean_absolute_error: 0.049, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.7544, predictive_accuracy: 0.7533, prior_entropy: 3.3219, recall: 0.7533, relative_absolute_error: 0.2722, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.6573, scimark_benchmark: 908.2231, usercpu_time_millis: 220, usercpu_time_millis_testing: 140, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.7535, kappa: 0.7258, kb_relative_information_score: 15452.8486, mean_absolute_error: 0.049, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.7544, predictive_accuracy: 0.7533, prior_entropy: 3.3219, recall: 0.7533, relative_absolute_error: 0.2722, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.6573, scimark_benchmark: 1342.2845, usercpu_time_millis: 190, usercpu_time_millis_testing: 120, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9522, f_measure: 0.7138, kappa: 0.6851, kb_relative_information_score: 14778.0235, mean_absolute_error: 0.057, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.7138, predictive_accuracy: 0.7166, prior_entropy: 3.3219, recall: 0.7166, relative_absolute_error: 0.3164, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2097, root_relative_squared_error: 0.699, scimark_benchmark: 1306.9281, usercpu_time_millis: 110, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.7535, kappa: 0.7258, kb_relative_information_score: 15452.8486, mean_absolute_error: 0.049, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.7544, predictive_accuracy: 0.7533, prior_entropy: 3.3219, recall: 0.7533, relative_absolute_error: 0.2722, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.6573, scimark_benchmark: 1337.9552, usercpu_time_millis: 190, usercpu_time_millis_testing: 120, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.7535, kappa: 0.7258, kb_relative_information_score: 15452.8486, mean_absolute_error: 0.049, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.7544, predictive_accuracy: 0.7533, prior_entropy: 3.3219, recall: 0.7533, relative_absolute_error: 0.2722, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.6573, scimark_benchmark: 1310.6554, usercpu_time_millis: 180, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.7535, kappa: 0.7258, kb_relative_information_score: 15452.8486, mean_absolute_error: 0.049, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.7544, predictive_accuracy: 0.7533, prior_entropy: 3.3219, recall: 0.7533, relative_absolute_error: 0.2722, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.6573, scimark_benchmark: 1309.4998, usercpu_time_millis: 180, usercpu_time_millis_testing: 100, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9675, f_measure: 0.7734, kappa: 0.7512, kb_relative_information_score: 14212.0248, mean_absolute_error: 0.0781, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.7714, predictive_accuracy: 0.7761, prior_entropy: 3.3219, recall: 0.7761, relative_absolute_error: 0.4341, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1873, root_relative_squared_error: 0.6244, scimark_benchmark: 1322.5413, usercpu_time_millis: 1710, usercpu_time_millis_testing: 140, usercpu_time_millis_training: 1570,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.7535, kappa: 0.7258, kb_relative_information_score: 15452.8486, mean_absolute_error: 0.049, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.7544, predictive_accuracy: 0.7533, prior_entropy: 3.3219, recall: 0.7533, relative_absolute_error: 0.2722, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.6573, scimark_benchmark: 1322.5413, usercpu_time_millis: 190, usercpu_time_millis_testing: 120, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9618, f_measure: 0.7299, kappa: 0.7032, kb_relative_information_score: 14582.44, mean_absolute_error: 0.0731, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.729, predictive_accuracy: 0.7329, prior_entropy: 3.3219, recall: 0.7329, relative_absolute_error: 0.406, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1843, root_relative_squared_error: 0.6145, scimark_benchmark: 1325.8468, usercpu_time_millis: 820, usercpu_time_millis_training: 820,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.7535, kappa: 0.7258, kb_relative_information_score: 15452.8486, mean_absolute_error: 0.049, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.7544, predictive_accuracy: 0.7533, prior_entropy: 3.3219, recall: 0.7533, relative_absolute_error: 0.2722, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.6573, scimark_benchmark: 1324.8408, usercpu_time_millis: 190, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.7535, kappa: 0.7258, kb_relative_information_score: 15452.8486, mean_absolute_error: 0.049, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.7544, predictive_accuracy: 0.7533, prior_entropy: 3.3219, recall: 0.7533, relative_absolute_error: 0.2722, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.6573, scimark_benchmark: 1333.202, usercpu_time_millis: 180, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.7535, kappa: 0.7258, kb_relative_information_score: 15452.8486, mean_absolute_error: 0.049, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.7544, predictive_accuracy: 0.7533, prior_entropy: 3.3219, recall: 0.7533, relative_absolute_error: 0.2722, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.6573, scimark_benchmark: 1333.202, usercpu_time_millis: 170, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.861, f_measure: 0.6403, kappa: 0.6011, kb_relative_information_score: 13201.5049, mean_absolute_error: 0.0754, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.6399, predictive_accuracy: 0.641, prior_entropy: 3.3219, recall: 0.641, relative_absolute_error: 0.4189, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.235, root_relative_squared_error: 0.7833, scimark_benchmark: 933.4598, usercpu_time_millis: 100, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 90,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9675, f_measure: 0.7734, kappa: 0.7512, kb_relative_information_score: 14212.0248, mean_absolute_error: 0.0781, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.7714, predictive_accuracy: 0.7761, prior_entropy: 3.3219, recall: 0.7761, relative_absolute_error: 0.4341, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1873, root_relative_squared_error: 0.6244, scimark_benchmark: 942.3809, usercpu_time_millis: 1870, usercpu_time_millis_testing: 150, usercpu_time_millis_training: 1720,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.7535, kappa: 0.7258, kb_relative_information_score: 15452.8486, mean_absolute_error: 0.049, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.7544, predictive_accuracy: 0.7533, prior_entropy: 3.3219, recall: 0.7533, relative_absolute_error: 0.2722, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.6573, scimark_benchmark: 1317.5857, usercpu_time_millis: 180, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.7535, kappa: 0.7258, kb_relative_information_score: 15452.8486, mean_absolute_error: 0.049, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.7544, predictive_accuracy: 0.7533, prior_entropy: 3.3219, recall: 0.7533, relative_absolute_error: 0.2722, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.6573, scimark_benchmark: 1366.7181, usercpu_time_millis: 160, usercpu_time_millis_testing: 100, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5277, f_measure: 0.0915, kappa: 0.0554, kb_relative_information_score: 2220.0311, mean_absolute_error: 0.17, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.4774, predictive_accuracy: 0.1499, prior_entropy: 3.3219, recall: 0.1499, relative_absolute_error: 0.9446, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4123, root_relative_squared_error: 1.3744, scimark_benchmark: 947.1781, usercpu_time_millis: 7880, usercpu_time_millis_testing: 4820, usercpu_time_millis_training: 3060,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9675, f_measure: 0.7734, kappa: 0.7512, kb_relative_information_score: 14212.0248, mean_absolute_error: 0.0781, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.7714, predictive_accuracy: 0.7761, prior_entropy: 3.3219, recall: 0.7761, relative_absolute_error: 0.4341, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1873, root_relative_squared_error: 0.6244, scimark_benchmark: 931.771, usercpu_time_millis: 1760, usercpu_time_millis_testing: 150, usercpu_time_millis_training: 1610,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.7535, kappa: 0.7258, kb_relative_information_score: 15452.8486, mean_absolute_error: 0.049, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.7544, predictive_accuracy: 0.7533, prior_entropy: 3.3219, recall: 0.7533, relative_absolute_error: 0.2722, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.6573, scimark_benchmark: 905.2959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9618, f_measure: 0.7299, kappa: 0.7032, kb_relative_information_score: 14582.44, mean_absolute_error: 0.0731, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.729, predictive_accuracy: 0.7329, prior_entropy: 3.3219, recall: 0.7329, relative_absolute_error: 0.406, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1843, root_relative_squared_error: 0.6145, scimark_benchmark: 941.6675, usercpu_time_millis: 950, usercpu_time_millis_training: 950,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5277, f_measure: 0.0915, kappa: 0.0554, kb_relative_information_score: 2220.0311, mean_absolute_error: 0.17, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.4774, predictive_accuracy: 0.1499, prior_entropy: 3.3219, recall: 0.1499, relative_absolute_error: 0.9446, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4123, root_relative_squared_error: 1.3744, scimark_benchmark: 941.6675, usercpu_time_millis: 8820, usercpu_time_millis_testing: 5000, usercpu_time_millis_training: 3820,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5277, f_measure: 0.0915, kappa: 0.0554, kb_relative_information_score: 2220.0311, mean_absolute_error: 0.17, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.4774, predictive_accuracy: 0.1499, prior_entropy: 3.3219, recall: 0.1499, relative_absolute_error: 0.9446, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4123, root_relative_squared_error: 1.3744, scimark_benchmark: 934.4732, usercpu_time_millis: 7550, usercpu_time_millis_testing: 4490, usercpu_time_millis_training: 3060,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5277, f_measure: 0.0915, kappa: 0.0554, kb_relative_information_score: 2220.0311, mean_absolute_error: 0.17, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.4774, predictive_accuracy: 0.1499, prior_entropy: 3.3219, recall: 0.1499, relative_absolute_error: 0.9446, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4123, root_relative_squared_error: 1.3744, scimark_benchmark: 1346.2927, usercpu_time_millis: 9980, usercpu_time_millis_testing: 5650, usercpu_time_millis_training: 4330,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.666, f_measure: 0.0809, kappa: 0.1052, kb_relative_information_score: 3745.3305, mean_absolute_error: 0.1691, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.0749, predictive_accuracy: 0.1947, prior_entropy: 3.3219, recall: 0.1947, relative_absolute_error: 0.9395, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2909, root_relative_squared_error: 0.9697, scimark_benchmark: 938.3115, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.7535, kappa: 0.7258, kb_relative_information_score: 15452.8486, mean_absolute_error: 0.049, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.7544, predictive_accuracy: 0.7533, prior_entropy: 3.3219, recall: 0.7533, relative_absolute_error: 0.2722, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.6573, scimark_benchmark: 1303.5632, usercpu_time_millis: 170, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.861, f_measure: 0.6403, kappa: 0.6011, kb_relative_information_score: 13201.5049, mean_absolute_error: 0.0754, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.6399, predictive_accuracy: 0.641, prior_entropy: 3.3219, recall: 0.641, relative_absolute_error: 0.4189, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.235, root_relative_squared_error: 0.7833, scimark_benchmark: 1316.5396, usercpu_time_millis: 80, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9522, f_measure: 0.7138, kappa: 0.6851, kb_relative_information_score: 14778.0235, mean_absolute_error: 0.057, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.7138, predictive_accuracy: 0.7166, prior_entropy: 3.3219, recall: 0.7166, relative_absolute_error: 0.3164, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2097, root_relative_squared_error: 0.699, scimark_benchmark: 1303.5632, usercpu_time_millis: 120, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9675, f_measure: 0.7734, kappa: 0.7512, kb_relative_information_score: 14212.0248, mean_absolute_error: 0.0781, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.7714, predictive_accuracy: 0.7761, prior_entropy: 3.3219, recall: 0.7761, relative_absolute_error: 0.4341, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1873, root_relative_squared_error: 0.6244, scimark_benchmark: 1367.3264, usercpu_time_millis: 1680, usercpu_time_millis_testing: 120, usercpu_time_millis_training: 1560,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.7535, kappa: 0.7258, kb_relative_information_score: 15452.8486, mean_absolute_error: 0.049, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.7544, predictive_accuracy: 0.7533, prior_entropy: 3.3219, recall: 0.7533, relative_absolute_error: 0.2722, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.6573, scimark_benchmark: 1316.5668, usercpu_time_millis: 180, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5277, f_measure: 0.0915, kappa: 0.0554, kb_relative_information_score: 2220.0311, mean_absolute_error: 0.17, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.4774, predictive_accuracy: 0.1499, prior_entropy: 3.3219, recall: 0.1499, relative_absolute_error: 0.9446, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4123, root_relative_squared_error: 1.3744, scimark_benchmark: 1327.4841, usercpu_time_millis: 12670, usercpu_time_millis_testing: 8560, usercpu_time_millis_training: 4110,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5277, f_measure: 0.0915, kappa: 0.0554, kb_relative_information_score: 2220.0311, mean_absolute_error: 0.17, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.4774, predictive_accuracy: 0.1499, prior_entropy: 3.3219, recall: 0.1499, relative_absolute_error: 0.9446, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4123, root_relative_squared_error: 1.3744, scimark_benchmark: 1359.7293, usercpu_time_millis: 9440, usercpu_time_millis_testing: 5270, usercpu_time_millis_training: 4170,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.7535, kappa: 0.7258, kb_relative_information_score: 15452.8486, mean_absolute_error: 0.049, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.7544, predictive_accuracy: 0.7533, prior_entropy: 3.3219, recall: 0.7533, relative_absolute_error: 0.2722, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.6573, scimark_benchmark: 1347.1763, usercpu_time_millis: 160, usercpu_time_millis_testing: 100, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.861, f_measure: 0.6403, kappa: 0.6011, kb_relative_information_score: 13201.5049, mean_absolute_error: 0.0754, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.6399, predictive_accuracy: 0.641, prior_entropy: 3.3219, recall: 0.641, relative_absolute_error: 0.4189, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.235, root_relative_squared_error: 0.7833, scimark_benchmark: 1334.1324, usercpu_time_millis: 80, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.7535, kappa: 0.7258, kb_relative_information_score: 15452.8486, mean_absolute_error: 0.049, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.7544, predictive_accuracy: 0.7533, prior_entropy: 3.3219, recall: 0.7533, relative_absolute_error: 0.2722, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.6573, scimark_benchmark: 1338.0691, usercpu_time_millis: 160, usercpu_time_millis_testing: 100, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9591, f_measure: 0.8202, kappa: 0.7991, kb_relative_information_score: 17307.8693, mean_absolute_error: 0.0339, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.8213, predictive_accuracy: 0.8192, prior_entropy: 3.3219, recall: 0.8192, relative_absolute_error: 0.1885, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.152, root_relative_squared_error: 0.5067, scimark_benchmark: 1322.5413, usercpu_time_millis: 2850, usercpu_time_millis_testing: 840, usercpu_time_millis_training: 2010,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9317, f_measure: 0.6436, kappa: 0.6128, kb_relative_information_score: 12463.7033, mean_absolute_error: 0.0937, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.648, predictive_accuracy: 0.6515, prior_entropy: 3.3219, recall: 0.6515, relative_absolute_error: 0.5207, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2138, root_relative_squared_error: 0.7125, scimark_benchmark: 1321.8132, usercpu_time_millis: 3460, usercpu_time_millis_training: 3460,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8875, f_measure: 0.7167, kappa: 0.6894, kb_relative_information_score: 14889.6746, mean_absolute_error: 0.0564, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.7145, predictive_accuracy: 0.7205, prior_entropy: 3.3219, recall: 0.7205, relative_absolute_error: 0.3135, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2109, root_relative_squared_error: 0.7031, scimark_benchmark: 1364.991, usercpu_time_millis: 390, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 380,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5277, f_measure: 0.0915, kappa: 0.0554, kb_relative_information_score: 2220.0311, mean_absolute_error: 0.17, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.4774, predictive_accuracy: 0.1499, prior_entropy: 3.3219, recall: 0.1499, relative_absolute_error: 0.9446, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4123, root_relative_squared_error: 1.3744, scimark_benchmark: 1393.8432, usercpu_time_millis: 12910, usercpu_time_millis_testing: 8700, usercpu_time_millis_training: 4210,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9033, f_measure: 0.7533, kappa: 0.7217, kb_relative_information_score: 14961.1584, mean_absolute_error: 0.0504, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.7585, predictive_accuracy: 0.7495, prior_entropy: 3.3219, recall: 0.7495, relative_absolute_error: 0.2799, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2159, root_relative_squared_error: 0.7196, scimark_benchmark: 1318.6149, usercpu_time_millis: 631120, usercpu_time_millis_testing: 631120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.666, f_measure: 0.0809, kappa: 0.1052, kb_relative_information_score: 3745.3305, mean_absolute_error: 0.1691, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.0749, predictive_accuracy: 0.1947, prior_entropy: 3.3219, recall: 0.1947, relative_absolute_error: 0.9395, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2909, root_relative_squared_error: 0.9697, scimark_benchmark: 943.1756, usercpu_time_millis: 50, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.666, f_measure: 0.0809, kappa: 0.1052, kb_relative_information_score: 3745.3305, mean_absolute_error: 0.1691, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.0749, predictive_accuracy: 0.1947, prior_entropy: 3.3219, recall: 0.1947, relative_absolute_error: 0.9395, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2909, root_relative_squared_error: 0.9697, scimark_benchmark: 1442.7264, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9535, f_measure: 0.7954, kappa: 0.7766, kb_relative_information_score: 16925.9733, mean_absolute_error: 0.0396, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.7934, predictive_accuracy: 0.7989, prior_entropy: 3.3219, recall: 0.7989, relative_absolute_error: 0.2201, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1599, root_relative_squared_error: 0.5331, scimark_benchmark: 1324.8395, usercpu_time_millis: 1410, usercpu_time_millis_testing: 1410,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.666, f_measure: 0.0809, kappa: 0.1052, kb_relative_information_score: 3745.3305, mean_absolute_error: 0.1691, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.0749, predictive_accuracy: 0.1947, prior_entropy: 3.3219, recall: 0.1947, relative_absolute_error: 0.9395, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2909, root_relative_squared_error: 0.9697, scimark_benchmark: 1307.4861, usercpu_time_millis: 40, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.666, f_measure: 0.0809, kappa: 0.1052, kb_relative_information_score: 3745.3305, mean_absolute_error: 0.1691, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.0749, predictive_accuracy: 0.1947, prior_entropy: 3.3219, recall: 0.1947, relative_absolute_error: 0.9395, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2909, root_relative_squared_error: 0.9697, scimark_benchmark: 915.6729, usercpu_time_millis: 70, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8894, f_measure: 0.7247, kappa: 0.6938, kb_relative_information_score: 15025.4007, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.7262, predictive_accuracy: 0.7245, prior_entropy: 3.3219, recall: 0.7245, relative_absolute_error: 0.3067, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2084, root_relative_squared_error: 0.6948, scimark_benchmark: 1351.788, usercpu_time_millis: 760, usercpu_time_millis_training: 760,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8714, f_measure: 0.7728, kappa: 0.7428, kb_relative_information_score: 15158.1428, mean_absolute_error: 0.0463, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.7777, predictive_accuracy: 0.7685, prior_entropy: 3.3219, recall: 0.7685, relative_absolute_error: 0.2572, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2152, root_relative_squared_error: 0.7172, scimark_benchmark: 938.9967, usercpu_time_millis: 1920, usercpu_time_millis_training: 1920,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9522, f_measure: 0.7138, kappa: 0.6851, kb_relative_information_score: 14778.0235, mean_absolute_error: 0.057, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.7138, predictive_accuracy: 0.7166, prior_entropy: 3.3219, recall: 0.7166, relative_absolute_error: 0.3164, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2097, root_relative_squared_error: 0.699, scimark_benchmark: 1368.9272, usercpu_time_millis: 120, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.981, f_measure: 0.8171, kappa: 0.8003, kb_relative_information_score: 17009.9194, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.8142, predictive_accuracy: 0.8203, prior_entropy: 3.3219, recall: 0.8203, relative_absolute_error: 0.2368, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1429, root_relative_squared_error: 0.4763, scimark_benchmark: 938.202, usercpu_time_millis: 4810, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 4790,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9011, f_measure: 0.6602, kappa: 0.619, kb_relative_information_score: 12939.4559, mean_absolute_error: 0.0766, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.6641, predictive_accuracy: 0.6571, prior_entropy: 3.3219, recall: 0.6571, relative_absolute_error: 0.4258, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2267, root_relative_squared_error: 0.7557, scimark_benchmark: 1372.2145, usercpu_time_millis: 76040, usercpu_time_millis_testing: 1140, usercpu_time_millis_training: 74900,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7922, f_measure: 0.6308, kappa: 0.5844, kb_relative_information_score: 12177.734, mean_absolute_error: 0.0748, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.636, predictive_accuracy: 0.626, prior_entropy: 3.3219, recall: 0.626, relative_absolute_error: 0.4156, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2735, root_relative_squared_error: 0.9117, scimark_benchmark: 1315.0767, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9165, f_measure: 0.6907, kappa: 0.6629, kb_relative_information_score: 13899.5877, mean_absolute_error: 0.0732, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.6904, predictive_accuracy: 0.6966, prior_entropy: 3.3219, recall: 0.6966, relative_absolute_error: 0.4067, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2071, root_relative_squared_error: 0.6905, scimark_benchmark: 1325.942, usercpu_time_millis: 90, usercpu_time_millis_training: 90,

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