OpenML
Supervised Classification on sylva_agnostic

Supervised Classification on sylva_agnostic

Task 3889 Supervised Classification sylva_agnostic 60368 runs submitted
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  • mythbusting_1 OpenML100 study_1 study_107 study_123 study_14 study_15 study_20 study_41 under100k
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1731.0996, usercpu_time_millis: 3.228, usercpu_time_millis_testing: 0.174, usercpu_time_millis_training: 3.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1854.4641, usercpu_time_millis: 3.941, usercpu_time_millis_testing: 0.182, usercpu_time_millis_training: 3.759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1788.6781, usercpu_time_millis: 3.493, usercpu_time_millis_testing: 0.183, usercpu_time_millis_training: 3.31,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1730.591, usercpu_time_millis: 3.295, usercpu_time_millis_testing: 0.18, usercpu_time_millis_training: 3.115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1722.2536, usercpu_time_millis: 3.636, usercpu_time_millis_testing: 0.197, usercpu_time_millis_training: 3.439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1718.7337, usercpu_time_millis: 3.656, usercpu_time_millis_testing: 0.202, usercpu_time_millis_training: 3.454,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8705, f_measure: 0.9768, kappa: 0.7891, kb_relative_information_score: 9255.7423, mean_absolute_error: 0.0409, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9771, predictive_accuracy: 0.978, prior_entropy: 0.3338, recall: 0.978, relative_absolute_error: 0.3542, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1455, root_relative_squared_error: 0.6055, scimark_benchmark: 1732.3816, usercpu_time_millis: 3.821, usercpu_time_millis_testing: 0.319, usercpu_time_millis_training: 3.502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8705, f_measure: 0.9768, kappa: 0.7891, kb_relative_information_score: 9255.7423, mean_absolute_error: 0.0409, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9771, predictive_accuracy: 0.978, prior_entropy: 0.3338, recall: 0.978, relative_absolute_error: 0.3542, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1455, root_relative_squared_error: 0.6055, scimark_benchmark: 1804.0442, usercpu_time_millis: 3.781, usercpu_time_millis_testing: 0.304, usercpu_time_millis_training: 3.477,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1853.3841, usercpu_time_millis: 3.466, usercpu_time_millis_testing: 0.193, usercpu_time_millis_training: 3.273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8705, f_measure: 0.9768, kappa: 0.7891, kb_relative_information_score: 9255.7423, mean_absolute_error: 0.0409, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9771, predictive_accuracy: 0.978, prior_entropy: 0.3338, recall: 0.978, relative_absolute_error: 0.3542, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1455, root_relative_squared_error: 0.6055, scimark_benchmark: 1730.1903, usercpu_time_millis: 3.866, usercpu_time_millis_testing: 0.304, usercpu_time_millis_training: 3.562,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1849.0944, usercpu_time_millis: 3.522, usercpu_time_millis_testing: 0.195, usercpu_time_millis_training: 3.327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1802.945, usercpu_time_millis: 3.234, usercpu_time_millis_testing: 0.178, usercpu_time_millis_training: 3.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8705, f_measure: 0.9768, kappa: 0.7891, kb_relative_information_score: 9255.7423, mean_absolute_error: 0.0409, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9771, predictive_accuracy: 0.978, prior_entropy: 0.3338, recall: 0.978, relative_absolute_error: 0.3542, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1455, root_relative_squared_error: 0.6055, scimark_benchmark: 1856.6531, usercpu_time_millis: 4.554, usercpu_time_millis_testing: 0.344, usercpu_time_millis_training: 4.21,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1738.7921, usercpu_time_millis: 3.532, usercpu_time_millis_testing: 0.193, usercpu_time_millis_training: 3.339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1733.7613, usercpu_time_millis: 3.533, usercpu_time_millis_testing: 0.194, usercpu_time_millis_training: 3.339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1852.9988, usercpu_time_millis: 3.44, usercpu_time_millis_testing: 0.186, usercpu_time_millis_training: 3.254,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8646, f_measure: 0.9725, kappa: 0.7453, kb_relative_information_score: 8430.2224, mean_absolute_error: 0.0477, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9733, predictive_accuracy: 0.9745, prior_entropy: 0.3338, recall: 0.9745, relative_absolute_error: 0.4131, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1563, root_relative_squared_error: 0.6504, scimark_benchmark: 1852.8859, usercpu_time_millis: 3.612, usercpu_time_millis_testing: 0.333, usercpu_time_millis_training: 3.279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8705, f_measure: 0.9768, kappa: 0.7891, kb_relative_information_score: 9255.7423, mean_absolute_error: 0.0409, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9771, predictive_accuracy: 0.978, prior_entropy: 0.3338, recall: 0.978, relative_absolute_error: 0.3542, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1455, root_relative_squared_error: 0.6055, scimark_benchmark: 1853.9121, usercpu_time_millis: 4.586, usercpu_time_millis_testing: 0.349, usercpu_time_millis_training: 4.237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8705, f_measure: 0.9768, kappa: 0.7891, kb_relative_information_score: 9255.7423, mean_absolute_error: 0.0409, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9771, predictive_accuracy: 0.978, prior_entropy: 0.3338, recall: 0.978, relative_absolute_error: 0.3542, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1455, root_relative_squared_error: 0.6055, scimark_benchmark: 1855.0232, usercpu_time_millis: 4.052, usercpu_time_millis_testing: 0.334, usercpu_time_millis_training: 3.718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8705, f_measure: 0.9768, kappa: 0.7891, kb_relative_information_score: 9255.7423, mean_absolute_error: 0.0409, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9771, predictive_accuracy: 0.978, prior_entropy: 0.3338, recall: 0.978, relative_absolute_error: 0.3542, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1455, root_relative_squared_error: 0.6055, scimark_benchmark: 1735.1328, usercpu_time_millis: 3.9, usercpu_time_millis_testing: 0.306, usercpu_time_millis_training: 3.594,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1850.2875, usercpu_time_millis: 3.863, usercpu_time_millis_testing: 0.186, usercpu_time_millis_training: 3.677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8705, f_measure: 0.9768, kappa: 0.7891, kb_relative_information_score: 9255.7423, mean_absolute_error: 0.0409, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9771, predictive_accuracy: 0.978, prior_entropy: 0.3338, recall: 0.978, relative_absolute_error: 0.3542, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1455, root_relative_squared_error: 0.6055, scimark_benchmark: 1842.598, usercpu_time_millis: 4.043, usercpu_time_millis_testing: 0.341, usercpu_time_millis_training: 3.702,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1842.598, usercpu_time_millis: 3.477, usercpu_time_millis_testing: 0.192, usercpu_time_millis_training: 3.285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8705, f_measure: 0.9768, kappa: 0.7891, kb_relative_information_score: 9255.7423, mean_absolute_error: 0.0409, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9771, predictive_accuracy: 0.978, prior_entropy: 0.3338, recall: 0.978, relative_absolute_error: 0.3542, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1455, root_relative_squared_error: 0.6055, scimark_benchmark: 1735.6941, usercpu_time_millis: 3.876, usercpu_time_millis_testing: 0.308, usercpu_time_millis_training: 3.568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8705, f_measure: 0.9768, kappa: 0.7891, kb_relative_information_score: 9255.7423, mean_absolute_error: 0.0409, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9771, predictive_accuracy: 0.978, prior_entropy: 0.3338, recall: 0.978, relative_absolute_error: 0.3542, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1455, root_relative_squared_error: 0.6055, scimark_benchmark: 1858.0974, usercpu_time_millis: 3.977, usercpu_time_millis_testing: 0.333, usercpu_time_millis_training: 3.644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1721.468, usercpu_time_millis: 3.488, usercpu_time_millis_testing: 0.188, usercpu_time_millis_training: 3.3,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1809.1491, usercpu_time_millis: 3.124, usercpu_time_millis_testing: 0.169, usercpu_time_millis_training: 2.955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1853.9059, usercpu_time_millis: 3.199, usercpu_time_millis_testing: 0.167, usercpu_time_millis_training: 3.032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1728.7561, usercpu_time_millis: 3.319, usercpu_time_millis_testing: 0.178, usercpu_time_millis_training: 3.141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1811.4857, usercpu_time_millis: 3.152, usercpu_time_millis_testing: 0.173, usercpu_time_millis_training: 2.979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8705, f_measure: 0.9768, kappa: 0.7891, kb_relative_information_score: 9255.7423, mean_absolute_error: 0.0409, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9771, predictive_accuracy: 0.978, prior_entropy: 0.3338, recall: 0.978, relative_absolute_error: 0.3542, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1455, root_relative_squared_error: 0.6055, scimark_benchmark: 1731.0556, usercpu_time_millis: 4.134, usercpu_time_millis_testing: 0.333, usercpu_time_millis_training: 3.801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1729.3908, usercpu_time_millis: 3.313, usercpu_time_millis_testing: 0.179, usercpu_time_millis_training: 3.134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1853.3841, usercpu_time_millis: 3.322, usercpu_time_millis_testing: 0.176, usercpu_time_millis_training: 3.146,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1729.3908, usercpu_time_millis: 3.465, usercpu_time_millis_testing: 0.187, usercpu_time_millis_training: 3.278,
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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