OpenML
Supervised Classification on wdbc

Supervised Classification on wdbc

Task 9946 Supervised Classification wdbc 147945 runs submitted
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  • OpenML-CC18 OpenML100 study_107 study_123 study_14 study_7 study_98 study_99
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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: 1867.725, usercpu_time_millis: 0.23, usercpu_time_millis_testing: 0.026, usercpu_time_millis_training: 0.204,
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: 1867.725, usercpu_time_millis: 0.233, usercpu_time_millis_testing: 0.024, usercpu_time_millis_training: 0.209,
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: 1859.8793, usercpu_time_millis: 0.242, usercpu_time_millis_testing: 0.028, usercpu_time_millis_training: 0.214,
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: 1861.7166, usercpu_time_millis: 0.24, usercpu_time_millis_testing: 0.027, usercpu_time_millis_training: 0.213,
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: 1854.2346, usercpu_time_millis: 0.241, usercpu_time_millis_testing: 0.026, usercpu_time_millis_training: 0.215,
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: 1867.1358, usercpu_time_millis: 0.122, usercpu_time_millis_testing: 0.026, usercpu_time_millis_training: 0.096,
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: 1859.2842, usercpu_time_millis: 0.25, usercpu_time_millis_testing: 0.026, usercpu_time_millis_training: 0.224,
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: 1865.5486, usercpu_time_millis: 0.122, usercpu_time_millis_testing: 0.026, usercpu_time_millis_training: 0.096,
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: 1864.9656, usercpu_time_millis: 0.239, usercpu_time_millis_testing: 0.026, usercpu_time_millis_training: 0.213,
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: 1868.9089, usercpu_time_millis: 0.236, usercpu_time_millis_testing: 0.028, usercpu_time_millis_training: 0.208,
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: 1867.3475, usercpu_time_millis: 0.237, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 0.208,
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: 1862.4951, usercpu_time_millis: 0.237, usercpu_time_millis_testing: 0.026, usercpu_time_millis_training: 0.211,
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: 1864.9656, usercpu_time_millis: 0.115, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 0.092,
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: 1759.5729, usercpu_time_millis: 0.277, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 0.247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8583, f_measure: 0.8515, kappa: 0.6775, kb_relative_information_score: 332.8279, mean_absolute_error: 0.2041, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.86, predictive_accuracy: 0.8559, prior_entropy: 0.953, recall: 0.8559, relative_absolute_error: 0.4365, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3446, root_relative_squared_error: 0.7127, scimark_benchmark: 1759.1687, usercpu_time_millis: 0.275, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 0.245,
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: 1759.1687, usercpu_time_millis: 0.276, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 0.246,
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: 1865.1633, usercpu_time_millis: 0.238, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 0.209,
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: 1861.5089, usercpu_time_millis: 0.236, usercpu_time_millis_testing: 0.027, usercpu_time_millis_training: 0.209,
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: 1758.6779, usercpu_time_millis: 0.244, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 0.215,
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: 1862.9991, usercpu_time_millis: 0.248, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 0.219,
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: 1859.2842, usercpu_time_millis: 0.121, usercpu_time_millis_testing: 0.026, usercpu_time_millis_training: 0.095,
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: 1864.0522, usercpu_time_millis: 0.231, usercpu_time_millis_testing: 0.025, usercpu_time_millis_training: 0.206,
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: 1755.8011, 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: 0.6025, f_measure: 0.5798, kappa: 0.1425, kb_relative_information_score: 63.541, mean_absolute_error: 0.4168, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.7282, predictive_accuracy: 0.6678, prior_entropy: 0.953, recall: 0.6678, relative_absolute_error: 0.8914, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4657, root_relative_squared_error: 0.9632, scimark_benchmark: 1746.6801, usercpu_time_millis: 0.236, usercpu_time_millis_testing: 0.026, usercpu_time_millis_training: 0.21,
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: 1752.3918, usercpu_time_millis: 0.26, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 0.229,
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: 1747.9085, usercpu_time_millis: 0.27, usercpu_time_millis_testing: 0.032, 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: 1749.3291, usercpu_time_millis: 0.257, usercpu_time_millis_testing: 0.028, usercpu_time_millis_training: 0.229,
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: 1736.0929, usercpu_time_millis: 0.245, usercpu_time_millis_testing: 0.028, usercpu_time_millis_training: 0.217,
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: 1865.0934, usercpu_time_millis: 0.256, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 0.227,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9389, f_measure: 0.9142, kappa: 0.817, kb_relative_information_score: 424.7351, mean_absolute_error: 0.1249, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9147, predictive_accuracy: 0.9139, prior_entropy: 0.953, recall: 0.9139, relative_absolute_error: 0.267, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2719, root_relative_squared_error: 0.5623, scimark_benchmark: 1864.9656, usercpu_time_millis: 0.259, usercpu_time_millis_testing: 0.028, usercpu_time_millis_training: 0.231,
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: 1908.6084, usercpu_time_millis: 0.111, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 0.088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8583, f_measure: 0.8515, kappa: 0.6775, kb_relative_information_score: 332.8279, mean_absolute_error: 0.2041, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.86, predictive_accuracy: 0.8559, prior_entropy: 0.953, recall: 0.8559, relative_absolute_error: 0.4365, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3446, root_relative_squared_error: 0.7127, scimark_benchmark: 1864.4376, usercpu_time_millis: 0.244, usercpu_time_millis_testing: 0.026, usercpu_time_millis_training: 0.218,
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: 1735.1935, usercpu_time_millis: 0.306, usercpu_time_millis_testing: 0.032, usercpu_time_millis_training: 0.274,
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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