Task
Supervised Classification on monks-problems-3

Supervised Classification on monks-problems-3

Task 146066 Supervised Classification monks-problems-3 32406 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1876.23, usercpu_time_millis: 0.065, usercpu_time_millis_testing: 0.025, usercpu_time_millis_training: 0.04,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9634, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 488.0003, mean_absolute_error: 0.0674, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.135, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1842, root_relative_squared_error: 0.3687, scimark_benchmark: 1907.9454, usercpu_time_millis: 0.087, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8005, f_measure: 0.8039, kappa: 0.6125, kb_relative_information_score: 255.0668, mean_absolute_error: 0.287, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.8321, predictive_accuracy: 0.8087, prior_entropy: 0.9989, recall: 0.8087, relative_absolute_error: 0.5749, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.3809, root_relative_squared_error: 0.7624, scimark_benchmark: 1868.7254, usercpu_time_millis: 0.084, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.044,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7643, f_measure: 0.7736, kappa: 0.5566, kb_relative_information_score: 221.5304, mean_absolute_error: 0.3172, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.8151, predictive_accuracy: 0.7816, prior_entropy: 0.9989, recall: 0.7816, relative_absolute_error: 0.6355, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4026, root_relative_squared_error: 0.8059, scimark_benchmark: 1872.4881, usercpu_time_millis: 0.087, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7643, f_measure: 0.7736, kappa: 0.5566, kb_relative_information_score: 221.5304, mean_absolute_error: 0.3172, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.8151, predictive_accuracy: 0.7816, prior_entropy: 0.9989, recall: 0.7816, relative_absolute_error: 0.6355, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4026, root_relative_squared_error: 0.8059, scimark_benchmark: 1941.2493, usercpu_time_millis: 0.081, usercpu_time_millis_testing: 0.039, usercpu_time_millis_training: 0.042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1869.1727, usercpu_time_millis: 0.073, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 0.044,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9634, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 488.0003, mean_absolute_error: 0.0674, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.135, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1842, root_relative_squared_error: 0.3687, scimark_benchmark: 1873.4078, usercpu_time_millis: 0.091, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9634, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 488.0003, mean_absolute_error: 0.0674, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.135, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1842, root_relative_squared_error: 0.3687, scimark_benchmark: 1876.6882, usercpu_time_millis: 0.088, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1872.4881, usercpu_time_millis: 0.063, usercpu_time_millis_testing: 0.024, usercpu_time_millis_training: 0.039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1872.4881, usercpu_time_millis: 0.067, usercpu_time_millis_testing: 0.028, usercpu_time_millis_training: 0.039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1767.6064, usercpu_time_millis: 0.077, usercpu_time_millis_testing: 0.028, usercpu_time_millis_training: 0.049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1877.289, usercpu_time_millis: 0.068, usercpu_time_millis_testing: 0.025, usercpu_time_millis_training: 0.043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7602, f_measure: 0.751, kappa: 0.5155, kb_relative_information_score: 204.4864, mean_absolute_error: 0.3316, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.802, predictive_accuracy: 0.7617, prior_entropy: 0.9989, recall: 0.7617, relative_absolute_error: 0.6642, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4105, root_relative_squared_error: 0.8217, scimark_benchmark: 1775.7761, usercpu_time_millis: 0.098, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1843.1439, usercpu_time_millis: 0.07, usercpu_time_millis_testing: 0.027, usercpu_time_millis_training: 0.043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9634, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 488.0003, mean_absolute_error: 0.0674, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.135, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1842, root_relative_squared_error: 0.3687, scimark_benchmark: 1852.4759, usercpu_time_millis: 0.09, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 2026.9242, usercpu_time_millis: 0.061, usercpu_time_millis_testing: 0.022, usercpu_time_millis_training: 0.039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7602, f_measure: 0.751, kappa: 0.5155, kb_relative_information_score: 204.4864, mean_absolute_error: 0.3316, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.802, predictive_accuracy: 0.7617, prior_entropy: 0.9989, recall: 0.7617, relative_absolute_error: 0.6642, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4105, root_relative_squared_error: 0.8217, scimark_benchmark: 1861.7675, usercpu_time_millis: 0.089, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9634, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 488.0003, mean_absolute_error: 0.0674, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.135, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1842, root_relative_squared_error: 0.3687, scimark_benchmark: 1862.2178, usercpu_time_millis: 0.09, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1774.9419, usercpu_time_millis: 0.073, usercpu_time_millis_testing: 0.028, usercpu_time_millis_training: 0.045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5812, f_measure: 0.4536, kappa: 0.0979, kb_relative_information_score: 39.0944, mean_absolute_error: 0.4672, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.7302, predictive_accuracy: 0.565, prior_entropy: 0.9989, recall: 0.565, relative_absolute_error: 0.9358, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4854, root_relative_squared_error: 0.9716, scimark_benchmark: 1874.4066, usercpu_time_millis: 0.19, usercpu_time_millis_testing: 0.038, usercpu_time_millis_training: 0.152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1872.0299, usercpu_time_millis: 0.072, usercpu_time_millis_testing: 0.027, usercpu_time_millis_training: 0.045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9634, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 488.0003, mean_absolute_error: 0.0674, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.135, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1842, root_relative_squared_error: 0.3687, scimark_benchmark: 1872.152, usercpu_time_millis: 0.085, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9634, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 488.0003, mean_absolute_error: 0.0674, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.135, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1842, root_relative_squared_error: 0.3687, scimark_benchmark: 1875.5079, usercpu_time_millis: 0.091, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1872.4216, usercpu_time_millis: 0.071, usercpu_time_millis_testing: 0.028, usercpu_time_millis_training: 0.043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9634, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 488.0003, mean_absolute_error: 0.0674, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.135, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1842, root_relative_squared_error: 0.3687, scimark_benchmark: 1875.7685, usercpu_time_millis: 0.083, usercpu_time_millis_testing: 0.038, usercpu_time_millis_training: 0.045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1869.1029, usercpu_time_millis: 0.063, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 0.04,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9634, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 488.0003, mean_absolute_error: 0.0674, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.135, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1842, root_relative_squared_error: 0.3687, scimark_benchmark: 1869.1029, usercpu_time_millis: 0.089, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9634, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 488.0003, mean_absolute_error: 0.0674, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.135, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1842, root_relative_squared_error: 0.3687, scimark_benchmark: 1855.6385, usercpu_time_millis: 0.093, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.05,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9634, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 488.0003, mean_absolute_error: 0.0674, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.135, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1842, root_relative_squared_error: 0.3687, scimark_benchmark: 1863.6191, usercpu_time_millis: 0.09, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9634, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 488.0003, mean_absolute_error: 0.0674, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.135, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1842, root_relative_squared_error: 0.3687, scimark_benchmark: 1872.3185, usercpu_time_millis: 0.087, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9634, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 488.0003, mean_absolute_error: 0.0674, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.135, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1842, root_relative_squared_error: 0.3687, scimark_benchmark: 1880.0035, usercpu_time_millis: 0.091, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1872.4216, usercpu_time_millis: 0.072, usercpu_time_millis_testing: 0.027, usercpu_time_millis_training: 0.045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9634, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 488.0003, mean_absolute_error: 0.0674, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.135, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1842, root_relative_squared_error: 0.3687, scimark_benchmark: 1872.8797, usercpu_time_millis: 0.092, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.047,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1756.3987, usercpu_time_millis: 0.084, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 0.053,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9634, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 488.0003, mean_absolute_error: 0.0674, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.135, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1842, root_relative_squared_error: 0.3687, scimark_benchmark: 1786.0091, usercpu_time_millis: 0.095, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.047,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9634, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 488.0003, mean_absolute_error: 0.0674, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.135, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1842, root_relative_squared_error: 0.3687, scimark_benchmark: 1806.6177, usercpu_time_millis: 0.091, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.048,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9675, kappa: 0.935, kb_relative_information_score: 498.741, mean_absolute_error: 0.0557, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9679, predictive_accuracy: 0.9675, prior_entropy: 0.9989, recall: 0.9675, relative_absolute_error: 0.1117, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1744, root_relative_squared_error: 0.3491, scimark_benchmark: 1827.4432, usercpu_time_millis: 0.088, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.046,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9634, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 488.0003, mean_absolute_error: 0.0674, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.135, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1842, root_relative_squared_error: 0.3687, scimark_benchmark: 1868.7112, usercpu_time_millis: 0.091, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.047,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7643, f_measure: 0.7736, kappa: 0.5566, kb_relative_information_score: 221.5304, mean_absolute_error: 0.3172, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.8151, predictive_accuracy: 0.7816, prior_entropy: 0.9989, recall: 0.7816, relative_absolute_error: 0.6355, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4026, root_relative_squared_error: 0.8059, scimark_benchmark: 1871.9601, usercpu_time_millis: 0.088, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.047,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9634, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 488.0003, mean_absolute_error: 0.0674, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.135, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1842, root_relative_squared_error: 0.3687, scimark_benchmark: 1872.4956, usercpu_time_millis: 0.092, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1863.87, usercpu_time_millis: 0.069, usercpu_time_millis_testing: 0.025, usercpu_time_millis_training: 0.044,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1875.3844, usercpu_time_millis: 0.072, usercpu_time_millis_testing: 0.027, usercpu_time_millis_training: 0.045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1877.2162, usercpu_time_millis: 0.063, usercpu_time_millis_testing: 0.024, usercpu_time_millis_training: 0.039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7643, f_measure: 0.7736, kappa: 0.5566, kb_relative_information_score: 221.5304, mean_absolute_error: 0.3172, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.8151, predictive_accuracy: 0.7816, prior_entropy: 0.9989, recall: 0.7816, relative_absolute_error: 0.6355, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4026, root_relative_squared_error: 0.8059, scimark_benchmark: 1830.3264, usercpu_time_millis: 0.088, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9634, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 488.0003, mean_absolute_error: 0.0674, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.135, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1842, root_relative_squared_error: 0.3687, scimark_benchmark: 1748.9791, usercpu_time_millis: 0.112, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1828.8559, usercpu_time_millis: 0.067, usercpu_time_millis_testing: 0.026, usercpu_time_millis_training: 0.041,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9634, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 488.0003, mean_absolute_error: 0.0674, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.135, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1842, root_relative_squared_error: 0.3687, scimark_benchmark: 1810.8772, usercpu_time_millis: 0.09, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1758.3636, usercpu_time_millis: 0.081, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 0.05,

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