OpenML
Supervised Classification on pc1

Supervised Classification on pc1

Task 3918 Supervised Classification pc1 147053 runs submitted
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  • mythbusting_1 OpenML-CC18 OpenML100 study_1 study_123 study_14 study_15 study_20 study_41 study_7 study_98 study_99 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.834, f_measure: 0.91, kappa: 0.1676, kb_relative_information_score: -190.3175, mean_absolute_error: 0.1146, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9073, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.8823, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2441, root_relative_squared_error: 0.9605, scimark_benchmark: 1863.9794, usercpu_time_millis: 0.376, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4856, f_measure: 0.8971, kb_relative_information_score: 3.116, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.866, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9949, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2542, root_relative_squared_error: 1, scimark_benchmark: 1746.6883, usercpu_time_millis: 0.207, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4856, f_measure: 0.8971, kb_relative_information_score: 3.116, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.866, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9949, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2542, root_relative_squared_error: 1, scimark_benchmark: 1869.8223, usercpu_time_millis: 0.239, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5007, f_measure: 0.8971, kb_relative_information_score: 1.0998, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.866, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.995, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2542, root_relative_squared_error: 1, scimark_benchmark: 1866.0766, usercpu_time_millis: 0.231, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4856, f_measure: 0.8971, kb_relative_information_score: 3.116, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.866, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9949, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2542, root_relative_squared_error: 1, scimark_benchmark: 1870.8114, usercpu_time_millis: 0.25, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4856, f_measure: 0.8971, kb_relative_information_score: 3.116, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.866, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9949, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2542, root_relative_squared_error: 1, scimark_benchmark: 1869.6309, usercpu_time_millis: 0.26, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4856, f_measure: 0.8971, kb_relative_information_score: 3.116, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.866, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9949, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2542, root_relative_squared_error: 1, scimark_benchmark: 1869.6309, usercpu_time_millis: 0.243, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4856, f_measure: 0.8971, kb_relative_information_score: 3.116, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.866, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9949, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2542, root_relative_squared_error: 1, scimark_benchmark: 1869.6309, usercpu_time_millis: 0.248, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4856, f_measure: 0.8971, kb_relative_information_score: 3.116, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.866, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9949, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2542, root_relative_squared_error: 1, scimark_benchmark: 1869.6309, usercpu_time_millis: 0.243, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4856, f_measure: 0.8971, kb_relative_information_score: 3.116, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.866, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9949, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2542, root_relative_squared_error: 1, scimark_benchmark: 1865.0235, usercpu_time_millis: 0.196, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8357, f_measure: 0.9094, kappa: 0.1645, kb_relative_information_score: -193.1141, mean_absolute_error: 0.1141, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9054, predictive_accuracy: 0.9297, prior_entropy: 0.3667, recall: 0.9297, relative_absolute_error: 0.8785, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2458, root_relative_squared_error: 0.9671, scimark_benchmark: 1868.7112, usercpu_time_millis: 0.516, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8367, f_measure: 0.9094, kappa: 0.1645, kb_relative_information_score: -189.7272, mean_absolute_error: 0.114, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9054, predictive_accuracy: 0.9297, prior_entropy: 0.3667, recall: 0.9297, relative_absolute_error: 0.8774, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2453, root_relative_squared_error: 0.9651, scimark_benchmark: 1869.1029, usercpu_time_millis: 0.622, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.574,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4856, f_measure: 0.8971, kb_relative_information_score: 3.116, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.866, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9949, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2542, root_relative_squared_error: 1, scimark_benchmark: 1870.8114, usercpu_time_millis: 0.2, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7418, f_measure: 0.9, kappa: 0.0407, kb_relative_information_score: -134.1822, mean_absolute_error: 0.1211, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8951, predictive_accuracy: 0.9297, prior_entropy: 0.3667, recall: 0.9297, relative_absolute_error: 0.9323, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2458, root_relative_squared_error: 0.9671, scimark_benchmark: 1860.0789, usercpu_time_millis: 0.228, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8135, f_measure: 0.9, kappa: 0.0539, kb_relative_information_score: -163.3478, mean_absolute_error: 0.1172, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8887, predictive_accuracy: 0.927, prior_entropy: 0.3667, recall: 0.927, relative_absolute_error: 0.9019, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2443, root_relative_squared_error: 0.961, scimark_benchmark: 1868.784, usercpu_time_millis: 0.332, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.28,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4856, f_measure: 0.8971, kb_relative_information_score: 3.116, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.866, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9949, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2542, root_relative_squared_error: 1, scimark_benchmark: 1864.3281, usercpu_time_millis: 0.249, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4856, f_measure: 0.8971, kb_relative_information_score: 3.116, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.866, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9949, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2542, root_relative_squared_error: 1, scimark_benchmark: 1864.5074, usercpu_time_millis: 0.255, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4856, f_measure: 0.8971, kb_relative_information_score: 3.116, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.866, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9949, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2542, root_relative_squared_error: 1, scimark_benchmark: 1857.5664, usercpu_time_millis: 0.257, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.205,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7317, f_measure: 0.9005, kappa: 0.0428, kb_relative_information_score: -110.2914, mean_absolute_error: 0.1241, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9021, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9556, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2483, root_relative_squared_error: 0.977, scimark_benchmark: 1869.2422, usercpu_time_millis: 0.273, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7387, f_measure: 0.8995, kappa: 0.0385, kb_relative_information_score: -146.8413, mean_absolute_error: 0.1217, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8904, predictive_accuracy: 0.9288, prior_entropy: 0.3667, recall: 0.9288, relative_absolute_error: 0.9366, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2468, root_relative_squared_error: 0.9711, scimark_benchmark: 1863.9794, usercpu_time_millis: 0.285, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4856, f_measure: 0.8971, kb_relative_information_score: 3.116, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.866, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9949, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2542, root_relative_squared_error: 1, scimark_benchmark: 1863.7397, usercpu_time_millis: 0.258, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4856, f_measure: 0.8971, kb_relative_information_score: 3.116, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.866, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9949, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2542, root_relative_squared_error: 1, scimark_benchmark: 1855.8361, usercpu_time_millis: 0.236, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4856, f_measure: 0.8971, kb_relative_information_score: 3.116, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.866, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9949, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2542, root_relative_squared_error: 1, scimark_benchmark: 1877.7472, usercpu_time_millis: 0.232, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7525, f_measure: 0.899, kappa: 0.0365, kb_relative_information_score: -144.6987, mean_absolute_error: 0.1198, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8871, predictive_accuracy: 0.9279, prior_entropy: 0.3667, recall: 0.9279, relative_absolute_error: 0.9222, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2455, root_relative_squared_error: 0.9659, scimark_benchmark: 1875.3104, usercpu_time_millis: 0.267, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.217,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8324, f_measure: 0.9112, kappa: 0.1738, kb_relative_information_score: -187.3572, mean_absolute_error: 0.1149, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9117, predictive_accuracy: 0.9324, prior_entropy: 0.3667, recall: 0.9324, relative_absolute_error: 0.8845, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2439, root_relative_squared_error: 0.9596, scimark_benchmark: 1877.8658, usercpu_time_millis: 0.38, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.33,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8335, f_measure: 0.9106, kappa: 0.1707, kb_relative_information_score: -189.112, mean_absolute_error: 0.1148, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9094, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.8837, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2443, root_relative_squared_error: 0.9609, scimark_benchmark: 1877.2162, usercpu_time_millis: 0.393, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.347,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4856, f_measure: 0.8971, kb_relative_information_score: 3.116, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.866, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9949, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2542, root_relative_squared_error: 1, scimark_benchmark: 1872.4881, usercpu_time_millis: 0.21, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8179, f_measure: 0.9019, kappa: 0.0749, kb_relative_information_score: -160.4907, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8939, predictive_accuracy: 0.9279, prior_entropy: 0.3667, recall: 0.9279, relative_absolute_error: 0.8979, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2437, root_relative_squared_error: 0.9585, scimark_benchmark: 1873.0711, usercpu_time_millis: 0.284, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.24,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4856, f_measure: 0.8971, kb_relative_information_score: 3.116, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.866, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9949, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2542, root_relative_squared_error: 1, scimark_benchmark: 1865.4271, usercpu_time_millis: 0.212, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4856, f_measure: 0.8971, kb_relative_information_score: 3.116, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.866, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9949, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2542, root_relative_squared_error: 1, scimark_benchmark: 1865.4965, usercpu_time_millis: 0.216, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.17,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8246, f_measure: 0.9057, kappa: 0.1156, kb_relative_information_score: -182.0189, mean_absolute_error: 0.116, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9023, predictive_accuracy: 0.9297, prior_entropy: 0.3667, recall: 0.9297, relative_absolute_error: 0.8932, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2442, root_relative_squared_error: 0.9605, scimark_benchmark: 1869.1727, usercpu_time_millis: 0.307, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8113, f_measure: 0.9, kappa: 0.0539, kb_relative_information_score: -166.9247, mean_absolute_error: 0.1174, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8887, predictive_accuracy: 0.927, prior_entropy: 0.3667, recall: 0.927, relative_absolute_error: 0.9038, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2446, root_relative_squared_error: 0.9625, scimark_benchmark: 1870.2804, usercpu_time_millis: 0.287, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.243,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4856, f_measure: 0.8971, kb_relative_information_score: 3.116, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.866, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9949, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2542, root_relative_squared_error: 1, scimark_benchmark: 1862.1704, usercpu_time_millis: 0.196, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.153,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4856, f_measure: 0.8971, kb_relative_information_score: 3.116, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.866, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9949, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2542, root_relative_squared_error: 1, scimark_benchmark: 1863.9794, usercpu_time_millis: 0.196, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.153,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8336, f_measure: 0.9112, kappa: 0.1738, kb_relative_information_score: -190.025, mean_absolute_error: 0.1146, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9117, predictive_accuracy: 0.9324, prior_entropy: 0.3667, recall: 0.9324, relative_absolute_error: 0.8826, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.244, root_relative_squared_error: 0.9598, scimark_benchmark: 1867.0657, usercpu_time_millis: 0.36, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.317,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7384, f_measure: 0.9, kappa: 0.0407, kb_relative_information_score: -123.3178, mean_absolute_error: 0.1225, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8951, predictive_accuracy: 0.9297, prior_entropy: 0.3667, recall: 0.9297, relative_absolute_error: 0.9432, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2468, root_relative_squared_error: 0.9708, scimark_benchmark: 1869.7524, usercpu_time_millis: 0.216, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.173,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7675, f_measure: 0.863, kappa: 0.0867, kb_relative_information_score: -1171.9549, mean_absolute_error: 0.1948, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8829, predictive_accuracy: 0.8458, prior_entropy: 0.3667, recall: 0.8458, relative_absolute_error: 1.4995, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.3831, root_relative_squared_error: 1.507, scimark_benchmark: 1871.2001, usercpu_time_millis: 0.746, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.702,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4856, f_measure: 0.8971, kb_relative_information_score: 3.116, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.866, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9949, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2542, root_relative_squared_error: 1, scimark_benchmark: 1861.7407, usercpu_time_millis: 0.191, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.149,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8332, f_measure: 0.9106, kappa: 0.1707, kb_relative_information_score: -188.2939, mean_absolute_error: 0.1149, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9094, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.8843, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2442, root_relative_squared_error: 0.9608, scimark_benchmark: 1871.5019, usercpu_time_millis: 0.372, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4856, f_measure: 0.8971, kb_relative_information_score: 3.116, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.866, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9949, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2542, root_relative_squared_error: 1, scimark_benchmark: 1866.4162, usercpu_time_millis: 0.21, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4856, f_measure: 0.8971, kb_relative_information_score: 3.116, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.866, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9949, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2542, root_relative_squared_error: 1, scimark_benchmark: 1866.5348, usercpu_time_millis: 0.204, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.161,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.731, f_measure: 0.8988, kappa: 0.0219, kb_relative_information_score: -76.5045, mean_absolute_error: 0.1258, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9014, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9685, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2493, root_relative_squared_error: 0.9808, scimark_benchmark: 1864.5074, usercpu_time_millis: 0.204, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.161,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7391, f_measure: 0.9, kappa: 0.0407, kb_relative_information_score: -130.5393, mean_absolute_error: 0.1221, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8951, predictive_accuracy: 0.9297, prior_entropy: 0.3667, recall: 0.9297, relative_absolute_error: 0.9397, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2466, root_relative_squared_error: 0.9701, scimark_benchmark: 1858.4861, usercpu_time_millis: 0.225, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.179,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7848, f_measure: 0.8915, kappa: 0.1369, kb_relative_information_score: -575.2825, mean_absolute_error: 0.1465, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8885, predictive_accuracy: 0.8945, prior_entropy: 0.3667, recall: 0.8945, relative_absolute_error: 1.1276, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.3132, root_relative_squared_error: 1.2321, scimark_benchmark: 1865.5486, usercpu_time_millis: 0.864, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7554, f_measure: 0.8995, kappa: 0.0385, kb_relative_information_score: -140.2285, mean_absolute_error: 0.1199, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8904, predictive_accuracy: 0.9288, prior_entropy: 0.3667, recall: 0.9288, relative_absolute_error: 0.9233, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2449, root_relative_squared_error: 0.9633, scimark_benchmark: 1863.2815, usercpu_time_millis: 0.254, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.208,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4856, f_measure: 0.8971, kb_relative_information_score: 3.116, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.866, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9949, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2542, root_relative_squared_error: 1, scimark_benchmark: 1867.725, usercpu_time_millis: 0.233, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.186,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8112, f_measure: 0.8995, kappa: 0.0517, kb_relative_information_score: -172.4933, mean_absolute_error: 0.1174, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8868, predictive_accuracy: 0.9261, prior_entropy: 0.3667, recall: 0.9261, relative_absolute_error: 0.9035, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.245, root_relative_squared_error: 0.9637, scimark_benchmark: 1869.2942, usercpu_time_millis: 0.299, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.25,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6334, f_measure: 0.8971, kb_relative_information_score: -9.1834, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.866, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9943, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.254, root_relative_squared_error: 0.9992, scimark_benchmark: 1868.7112, usercpu_time_millis: 0.195, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.153,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7778, f_measure: 0.9123, kappa: 0.1892, kb_relative_information_score: -123.9371, mean_absolute_error: 0.1086, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.912, predictive_accuracy: 0.9324, prior_entropy: 0.3667, recall: 0.9324, relative_absolute_error: 0.8359, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2455, root_relative_squared_error: 0.9657, scimark_benchmark: 1860.7926, usercpu_time_millis: 0.858, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4856, f_measure: 0.8971, kb_relative_information_score: 3.116, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.866, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9949, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2542, root_relative_squared_error: 1, scimark_benchmark: 1866.4162, usercpu_time_millis: 0.197, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.153,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8307, f_measure: 0.9088, kappa: 0.1518, kb_relative_information_score: -182.8493, mean_absolute_error: 0.1154, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9065, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.8883, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2441, root_relative_squared_error: 0.9604, scimark_benchmark: 1870.1619, usercpu_time_millis: 0.323, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4856, f_measure: 0.8971, kb_relative_information_score: 3.116, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.866, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9949, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2542, root_relative_squared_error: 1, scimark_benchmark: 1864.5074, usercpu_time_millis: 0.199, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8215, f_measure: 0.9038, kappa: 0.0954, kb_relative_information_score: -166.8304, mean_absolute_error: 0.1164, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8984, predictive_accuracy: 0.9288, prior_entropy: 0.3667, recall: 0.9288, relative_absolute_error: 0.8963, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2439, root_relative_squared_error: 0.9594, scimark_benchmark: 1864.5074, usercpu_time_millis: 0.277, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.235,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4856, f_measure: 0.8971, kb_relative_information_score: 3.116, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.866, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9949, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2542, root_relative_squared_error: 1, scimark_benchmark: 1863.9794, usercpu_time_millis: 0.197, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7372, f_measure: 0.901, kappa: 0.045, kb_relative_information_score: -108.9623, mean_absolute_error: 0.1235, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9138, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9507, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2474, root_relative_squared_error: 0.9733, scimark_benchmark: 1866.0766, usercpu_time_millis: 0.208, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8341, f_measure: 0.9112, kappa: 0.1738, kb_relative_information_score: -186.3991, mean_absolute_error: 0.1147, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9117, predictive_accuracy: 0.9324, prior_entropy: 0.3667, recall: 0.9324, relative_absolute_error: 0.8832, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2442, root_relative_squared_error: 0.9606, scimark_benchmark: 1863.8001, usercpu_time_millis: 0.381, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7344, f_measure: 0.9005, kappa: 0.0428, kb_relative_information_score: -117.8722, mean_absolute_error: 0.122, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9021, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9392, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2459, root_relative_squared_error: 0.9675, scimark_benchmark: 1862.1704, usercpu_time_millis: 0.228, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.18,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7225, f_measure: 0.8988, kappa: 0.0219, kb_relative_information_score: -83.8032, mean_absolute_error: 0.1262, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9014, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9719, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2502, root_relative_squared_error: 0.9844, scimark_benchmark: 1869.6309, usercpu_time_millis: 0.227, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4856, f_measure: 0.8971, kb_relative_information_score: 3.116, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.866, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9949, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2542, root_relative_squared_error: 1, scimark_benchmark: 1866.0766, usercpu_time_millis: 0.223, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7361, f_measure: 0.9, kappa: 0.0407, kb_relative_information_score: -118.9109, mean_absolute_error: 0.122, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8951, predictive_accuracy: 0.9297, prior_entropy: 0.3667, recall: 0.9297, relative_absolute_error: 0.9392, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2461, root_relative_squared_error: 0.968, scimark_benchmark: 1862.82, usercpu_time_millis: 0.236, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7251, f_measure: 0.8988, kappa: 0.0219, kb_relative_information_score: -69.6076, mean_absolute_error: 0.1269, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9014, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9774, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2507, root_relative_squared_error: 0.9862, scimark_benchmark: 1862.9503, usercpu_time_millis: 0.2, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.158,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4856, f_measure: 0.8971, kb_relative_information_score: 3.116, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.866, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9949, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2542, root_relative_squared_error: 1, scimark_benchmark: 1852.9259, usercpu_time_millis: 0.201, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4856, f_measure: 0.8971, kb_relative_information_score: 3.116, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.866, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9949, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2542, root_relative_squared_error: 1, scimark_benchmark: 1865.0384, usercpu_time_millis: 0.202, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.158,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4856, f_measure: 0.8971, kb_relative_information_score: 3.116, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.866, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9949, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2542, root_relative_squared_error: 1, scimark_benchmark: 1864.9656, usercpu_time_millis: 0.21, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4856, f_measure: 0.8971, kb_relative_information_score: 3.116, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.866, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9949, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2542, root_relative_squared_error: 1, scimark_benchmark: 1868.3301, usercpu_time_millis: 0.208, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.162,

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