Task
Supervised Classification on wdbc

Supervised Classification on wdbc

Task 145878 Supervised Classification wdbc 76354 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9611, kappa: 0.9163, kb_relative_information_score: 483.9066, mean_absolute_error: 0.0781, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9618, predictive_accuracy: 0.9613, prior_entropy: 0.953, recall: 0.9613, relative_absolute_error: 0.1669, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1746, root_relative_squared_error: 0.3612, scimark_benchmark: 1868.1832, usercpu_time_millis: 1.483, usercpu_time_millis_testing: 0.027, usercpu_time_millis_training: 1.456,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, f_measure: 0.9301, kappa: 0.8516, kb_relative_information_score: 457.4313, mean_absolute_error: 0.0952, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9317, predictive_accuracy: 0.9297, prior_entropy: 0.953, recall: 0.9297, relative_absolute_error: 0.2035, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.227, root_relative_squared_error: 0.4695, scimark_benchmark: 1752.223, usercpu_time_millis: 1.2, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 1.159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8435, f_measure: 0.7984, kappa: 0.5621, kb_relative_information_score: 232.6607, mean_absolute_error: 0.2921, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8315, predictive_accuracy: 0.812, prior_entropy: 0.953, recall: 0.812, relative_absolute_error: 0.6246, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3725, root_relative_squared_error: 0.7704, scimark_benchmark: 1752.9026, usercpu_time_millis: 1.119, usercpu_time_millis_testing: 0.038, usercpu_time_millis_training: 1.081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9771, kappa: 0.951, kb_relative_information_score: 511.6805, mean_absolute_error: 0.0518, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9771, predictive_accuracy: 0.9772, prior_entropy: 0.953, recall: 0.9772, relative_absolute_error: 0.1108, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1469, root_relative_squared_error: 0.3039, scimark_benchmark: 1768.2269, usercpu_time_millis: 0.614, usercpu_time_millis_testing: 0.033, usercpu_time_millis_training: 0.581,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.9339, kappa: 0.8572, kb_relative_information_score: 423.3783, mean_absolute_error: 0.1305, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9376, predictive_accuracy: 0.935, prior_entropy: 0.953, recall: 0.935, relative_absolute_error: 0.279, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2314, root_relative_squared_error: 0.4785, scimark_benchmark: 1758.8848, usercpu_time_millis: 1.072, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 1.03,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8942, f_measure: 0.808, kappa: 0.583, kb_relative_information_score: 242.6082, mean_absolute_error: 0.2851, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8415, predictive_accuracy: 0.8207, prior_entropy: 0.953, recall: 0.8207, relative_absolute_error: 0.6097, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3632, root_relative_squared_error: 0.7511, scimark_benchmark: 1744.9079, usercpu_time_millis: 1.116, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 1.075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4933, f_measure: 0.4838, kb_relative_information_score: 0.1381, mean_absolute_error: 0.4675, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1863.9794, usercpu_time_millis: 0.127, usercpu_time_millis_testing: 0.027, usercpu_time_millis_training: 0.1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1871.9601, usercpu_time_millis: 0.257, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 0.227,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1787.2766, usercpu_time_millis: 0.258, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 0.227,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1057.2498, usercpu_time_millis: 0.431, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1769.0603, usercpu_time_millis: 0.251, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 0.221,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6585, f_measure: 0.6295, kappa: 0.2275, kb_relative_information_score: 100.803, mean_absolute_error: 0.3874, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.7472, predictive_accuracy: 0.6942, prior_entropy: 0.953, recall: 0.6942, relative_absolute_error: 0.8285, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4518, root_relative_squared_error: 0.9345, scimark_benchmark: 1866.1679, usercpu_time_millis: 0.247, usercpu_time_millis_testing: 0.025, usercpu_time_millis_training: 0.222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1941.3318, usercpu_time_millis: 0.26, usercpu_time_millis_testing: 0.032, usercpu_time_millis_training: 0.228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1762.3497, usercpu_time_millis: 0.258, usercpu_time_millis_testing: 0.034, usercpu_time_millis_training: 0.224,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1062.3333, usercpu_time_millis: 0.434, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.379,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1057.4037, usercpu_time_millis: 0.448, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 0.389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1756.5016, usercpu_time_millis: 0.259, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 0.228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4933, f_measure: 0.4838, kb_relative_information_score: 0.1381, mean_absolute_error: 0.4675, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1769.4279, usercpu_time_millis: 0.124, usercpu_time_millis_testing: 0.027, usercpu_time_millis_training: 0.097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1865.4087, usercpu_time_millis: 0.255, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 0.225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1947.7893, usercpu_time_millis: 0.255, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 0.226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1862.0186, usercpu_time_millis: 0.288, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 0.258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4933, f_measure: 0.4838, kb_relative_information_score: 0.1381, mean_absolute_error: 0.4675, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1750.7177, usercpu_time_millis: 0.137, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 0.107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1055.7054, usercpu_time_millis: 0.423, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1053.6673, usercpu_time_millis: 0.439, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.382,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8998, f_measure: 0.8973, kappa: 0.779, kb_relative_information_score: 399.3132, mean_absolute_error: 0.1489, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8977, predictive_accuracy: 0.8981, prior_entropy: 0.953, recall: 0.8981, relative_absolute_error: 0.3184, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3038, root_relative_squared_error: 0.6284, scimark_benchmark: 1765.1336, usercpu_time_millis: 0.264, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 0.233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1774.6407, usercpu_time_millis: 0.255, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 0.225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1867.1999, usercpu_time_millis: 0.254, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 0.225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1932.6203, usercpu_time_millis: 0.243, usercpu_time_millis_testing: 0.027, usercpu_time_millis_training: 0.216,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1739.4775, usercpu_time_millis: 0.282, usercpu_time_millis_testing: 0.035, usercpu_time_millis_training: 0.247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1746.6883, usercpu_time_millis: 0.252, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 0.223,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1862.0869, usercpu_time_millis: 0.285, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 0.255,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1760.7835, usercpu_time_millis: 0.269, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 0.238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8877, kappa: 0.7574, kb_relative_information_score: 377.8591, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8899, predictive_accuracy: 0.8893, prior_entropy: 0.953, recall: 0.8893, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6518, scimark_benchmark: 1741.2968, usercpu_time_millis: 0.429, usercpu_time_millis_testing: 0.033, usercpu_time_millis_training: 0.396,
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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