OpenML
Supervised Classification on cmc

Supervised Classification on cmc

Task 23 Supervised Classification cmc 19084 runs submitted
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  • at2 basic OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_50 study_7 study_70 study_98 study_99 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6375, f_measure: 0.4899, kappa: 0.2107, kb_relative_information_score: 324.9233, mean_absolute_error: 0.3773, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4908, predictive_accuracy: 0.4895, prior_entropy: 1.5392, recall: 0.4895, relative_absolute_error: 0.8758, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.476, root_relative_squared_error: 1.0257, scimark_benchmark: 1896.1229, usercpu_time_millis: 380, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 360,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6375, f_measure: 0.4899, kappa: 0.2107, kb_relative_information_score: 324.9233, mean_absolute_error: 0.3773, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4908, predictive_accuracy: 0.4895, prior_entropy: 1.5392, recall: 0.4895, relative_absolute_error: 0.8758, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.476, root_relative_squared_error: 1.0257, scimark_benchmark: 981.3093, usercpu_time_millis: 550, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 540,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6375, f_measure: 0.4899, kappa: 0.2107, kb_relative_information_score: 324.9233, mean_absolute_error: 0.3773, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4908, predictive_accuracy: 0.4895, prior_entropy: 1.5392, recall: 0.4895, relative_absolute_error: 0.8758, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.476, root_relative_squared_error: 1.0257, scimark_benchmark: 994.3536, usercpu_time_millis: 690, usercpu_time_millis_training: 690,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6375, f_measure: 0.4899, kappa: 0.2107, kb_relative_information_score: 324.9233, mean_absolute_error: 0.3773, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4908, predictive_accuracy: 0.4895, prior_entropy: 1.5392, recall: 0.4895, relative_absolute_error: 0.8758, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.476, root_relative_squared_error: 1.0257, scimark_benchmark: 1367.024, usercpu_time_millis: 310, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 300,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6375, f_measure: 0.4899, kappa: 0.2107, kb_relative_information_score: 324.9233, mean_absolute_error: 0.3773, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4908, predictive_accuracy: 0.4895, prior_entropy: 1.5392, recall: 0.4895, relative_absolute_error: 0.8758, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.476, root_relative_squared_error: 1.0257, scimark_benchmark: 1275.4599, usercpu_time_millis: 890, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 880,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6375, f_measure: 0.4899, kappa: 0.2107, kb_relative_information_score: 324.9233, mean_absolute_error: 0.3773, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4908, predictive_accuracy: 0.4895, prior_entropy: 1.5392, recall: 0.4895, relative_absolute_error: 0.8758, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.476, root_relative_squared_error: 1.0257, scimark_benchmark: 974.8903, usercpu_time_millis: 870, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 860,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6375, f_measure: 0.4899, kappa: 0.2107, kb_relative_information_score: 324.9233, mean_absolute_error: 0.3773, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4908, predictive_accuracy: 0.4895, prior_entropy: 1.5392, recall: 0.4895, relative_absolute_error: 0.8758, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.476, root_relative_squared_error: 1.0257, scimark_benchmark: 969.9469, usercpu_time_millis: 830, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 820,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6375, f_measure: 0.4899, kappa: 0.2107, kb_relative_information_score: 324.9233, mean_absolute_error: 0.3773, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4908, predictive_accuracy: 0.4895, prior_entropy: 1.5392, recall: 0.4895, relative_absolute_error: 0.8758, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.476, root_relative_squared_error: 1.0257, scimark_benchmark: 999.1795, usercpu_time_millis: 900, usercpu_time_millis_training: 900,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6375, f_measure: 0.4899, kappa: 0.2107, kb_relative_information_score: 324.9233, mean_absolute_error: 0.3773, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4908, predictive_accuracy: 0.4895, prior_entropy: 1.5392, recall: 0.4895, relative_absolute_error: 0.8758, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.476, root_relative_squared_error: 1.0257, scimark_benchmark: 959.9935, usercpu_time_millis: 860, usercpu_time_millis_training: 860,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6375, f_measure: 0.4899, kappa: 0.2107, kb_relative_information_score: 324.9233, mean_absolute_error: 0.3773, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4908, predictive_accuracy: 0.4895, prior_entropy: 1.5392, recall: 0.4895, relative_absolute_error: 0.8758, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.476, root_relative_squared_error: 1.0257, scimark_benchmark: 976.17, usercpu_time_millis: 920, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 910,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6375, f_measure: 0.4899, kappa: 0.2107, kb_relative_information_score: 324.9233, mean_absolute_error: 0.3773, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4908, predictive_accuracy: 0.4895, prior_entropy: 1.5392, recall: 0.4895, relative_absolute_error: 0.8758, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.476, root_relative_squared_error: 1.0257, scimark_benchmark: 1024.3651, usercpu_time_millis: 610, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 600,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6375, f_measure: 0.4899, kappa: 0.2107, kb_relative_information_score: 324.9233, mean_absolute_error: 0.3773, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4908, predictive_accuracy: 0.4895, prior_entropy: 1.5392, recall: 0.4895, relative_absolute_error: 0.8758, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.476, root_relative_squared_error: 1.0257, scimark_benchmark: 1147.5041, usercpu_time_millis: 810, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 800,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6375, f_measure: 0.4899, kappa: 0.2107, kb_relative_information_score: 324.9233, mean_absolute_error: 0.3773, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4908, predictive_accuracy: 0.4895, prior_entropy: 1.5392, recall: 0.4895, relative_absolute_error: 0.8758, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.476, root_relative_squared_error: 1.0257, scimark_benchmark: 935.0081, usercpu_time_millis: 850, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 840,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6375, f_measure: 0.4899, kappa: 0.2107, kb_relative_information_score: 324.9233, mean_absolute_error: 0.3773, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4908, predictive_accuracy: 0.4895, prior_entropy: 1.5392, recall: 0.4895, relative_absolute_error: 0.8758, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.476, root_relative_squared_error: 1.0257, scimark_benchmark: 1450.5756, usercpu_time_millis: 370, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 350,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6375, f_measure: 0.4899, kappa: 0.2107, kb_relative_information_score: 324.9233, mean_absolute_error: 0.3773, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4908, predictive_accuracy: 0.4895, prior_entropy: 1.5392, recall: 0.4895, relative_absolute_error: 0.8758, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.476, root_relative_squared_error: 1.0257, scimark_benchmark: 950.7646, usercpu_time_millis: 880, usercpu_time_millis_training: 880,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6375, f_measure: 0.4899, kappa: 0.2107, kb_relative_information_score: 324.9233, mean_absolute_error: 0.3773, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4908, predictive_accuracy: 0.4895, prior_entropy: 1.5392, recall: 0.4895, relative_absolute_error: 0.8758, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.476, root_relative_squared_error: 1.0257, scimark_benchmark: 1969.9429, usercpu_time_millis: 360, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 340,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6375, f_measure: 0.4899, kappa: 0.2107, kb_relative_information_score: 324.9233, mean_absolute_error: 0.3773, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4908, predictive_accuracy: 0.4895, prior_entropy: 1.5392, recall: 0.4895, relative_absolute_error: 0.8758, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.476, root_relative_squared_error: 1.0257, scimark_benchmark: 1202.7734, usercpu_time_millis: 390, usercpu_time_millis_training: 390,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6375, f_measure: 0.4899, kappa: 0.2107, kb_relative_information_score: 324.9233, mean_absolute_error: 0.3773, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4908, predictive_accuracy: 0.4895, prior_entropy: 1.5392, recall: 0.4895, relative_absolute_error: 0.8758, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.476, root_relative_squared_error: 1.0257, scimark_benchmark: 1241.4734, usercpu_time_millis: 310, usercpu_time_millis_training: 310,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6375, f_measure: 0.4899, kappa: 0.2107, kb_relative_information_score: 324.9233, mean_absolute_error: 0.3773, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4908, predictive_accuracy: 0.4895, prior_entropy: 1.5392, recall: 0.4895, relative_absolute_error: 0.8758, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.476, root_relative_squared_error: 1.0257, scimark_benchmark: 994.6402, usercpu_time_millis: 370, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 360,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6375, f_measure: 0.4899, kappa: 0.2107, kb_relative_information_score: 324.9233, mean_absolute_error: 0.3773, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4908, predictive_accuracy: 0.4895, prior_entropy: 1.5392, recall: 0.4895, relative_absolute_error: 0.8758, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.476, root_relative_squared_error: 1.0257, scimark_benchmark: 936.7404, usercpu_time_millis: 670, usercpu_time_millis_training: 670,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6375, f_measure: 0.4899, kappa: 0.2107, kb_relative_information_score: 324.9233, mean_absolute_error: 0.3773, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4908, predictive_accuracy: 0.4895, prior_entropy: 1.5392, recall: 0.4895, relative_absolute_error: 0.8758, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.476, root_relative_squared_error: 1.0257, scimark_benchmark: 1310.8288, usercpu_time_millis: 740, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 730,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6375, f_measure: 0.4899, kappa: 0.2107, kb_relative_information_score: 324.9233, mean_absolute_error: 0.3773, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4908, predictive_accuracy: 0.4895, prior_entropy: 1.5392, recall: 0.4895, relative_absolute_error: 0.8758, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.476, root_relative_squared_error: 1.0257, scimark_benchmark: 1665.3502, usercpu_time_millis: 410, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 390,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6375, f_measure: 0.4899, kappa: 0.2107, kb_relative_information_score: 324.9233, mean_absolute_error: 0.3773, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4908, predictive_accuracy: 0.4895, prior_entropy: 1.5392, recall: 0.4895, relative_absolute_error: 0.8758, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.476, root_relative_squared_error: 1.0257, scimark_benchmark: 1918.5827, usercpu_time_millis: 390, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 380,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6375, f_measure: 0.4899, kappa: 0.2107, kb_relative_information_score: 324.9233, mean_absolute_error: 0.3773, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4908, predictive_accuracy: 0.4895, prior_entropy: 1.5392, recall: 0.4895, relative_absolute_error: 0.8758, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.476, root_relative_squared_error: 1.0257, scimark_benchmark: 1455.4027, usercpu_time_millis: 490, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 470,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6375, f_measure: 0.4899, kappa: 0.2107, kb_relative_information_score: 324.9233, mean_absolute_error: 0.3773, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4908, predictive_accuracy: 0.4895, prior_entropy: 1.5392, recall: 0.4895, relative_absolute_error: 0.8758, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.476, root_relative_squared_error: 1.0257, scimark_benchmark: 980.5379, usercpu_time_millis: 940, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 930,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6375, f_measure: 0.4899, kappa: 0.2107, kb_relative_information_score: 324.9233, mean_absolute_error: 0.3773, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4908, predictive_accuracy: 0.4895, prior_entropy: 1.5392, recall: 0.4895, relative_absolute_error: 0.8758, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.476, root_relative_squared_error: 1.0257, scimark_benchmark: 1213.199, usercpu_time_millis: 1040, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1030,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6375, f_measure: 0.4899, kappa: 0.2107, kb_relative_information_score: 324.9233, mean_absolute_error: 0.3773, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4908, predictive_accuracy: 0.4895, prior_entropy: 1.5392, recall: 0.4895, relative_absolute_error: 0.8758, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.476, root_relative_squared_error: 1.0257, scimark_benchmark: 981.5231, usercpu_time_millis: 890, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 880,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6375, f_measure: 0.4899, kappa: 0.2107, kb_relative_information_score: 324.9233, mean_absolute_error: 0.3773, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4908, predictive_accuracy: 0.4895, prior_entropy: 1.5392, recall: 0.4895, relative_absolute_error: 0.8758, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.476, root_relative_squared_error: 1.0257, scimark_benchmark: 932.4366, usercpu_time_millis: 920, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 910,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6375, f_measure: 0.4899, kappa: 0.2107, kb_relative_information_score: 324.9233, mean_absolute_error: 0.3773, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4908, predictive_accuracy: 0.4895, prior_entropy: 1.5392, recall: 0.4895, relative_absolute_error: 0.8758, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.476, root_relative_squared_error: 1.0257, scimark_benchmark: 959.8242, usercpu_time_millis: 990, usercpu_time_millis_training: 990,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6375, f_measure: 0.4899, kappa: 0.2107, kb_relative_information_score: 324.9233, mean_absolute_error: 0.3773, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4908, predictive_accuracy: 0.4895, prior_entropy: 1.5392, recall: 0.4895, relative_absolute_error: 0.8758, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.476, root_relative_squared_error: 1.0257, scimark_benchmark: 1504.9565, usercpu_time_millis: 460, usercpu_time_millis_training: 460,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6375, f_measure: 0.4899, kappa: 0.2107, kb_relative_information_score: 324.9233, mean_absolute_error: 0.3773, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4908, predictive_accuracy: 0.4895, prior_entropy: 1.5392, recall: 0.4895, relative_absolute_error: 0.8758, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.476, root_relative_squared_error: 1.0257, scimark_benchmark: 985.9536, usercpu_time_millis: 900, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 890,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6375, f_measure: 0.4899, kappa: 0.2107, kb_relative_information_score: 324.9233, mean_absolute_error: 0.3773, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4908, predictive_accuracy: 0.4895, prior_entropy: 1.5392, recall: 0.4895, relative_absolute_error: 0.8758, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.476, root_relative_squared_error: 1.0257, scimark_benchmark: 967.6641, usercpu_time_millis: 380, usercpu_time_millis_training: 380,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6375, f_measure: 0.4899, kappa: 0.2107, kb_relative_information_score: 324.9233, mean_absolute_error: 0.3773, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4908, predictive_accuracy: 0.4895, prior_entropy: 1.5392, recall: 0.4895, relative_absolute_error: 0.8758, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.476, root_relative_squared_error: 1.0257, scimark_benchmark: 1019.3011, usercpu_time_millis: 1390, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1380,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6375, f_measure: 0.4899, kappa: 0.2107, kb_relative_information_score: 324.9233, mean_absolute_error: 0.3773, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4908, predictive_accuracy: 0.4895, prior_entropy: 1.5392, recall: 0.4895, relative_absolute_error: 0.8758, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.476, root_relative_squared_error: 1.0257, scimark_benchmark: 984.4374, usercpu_time_millis: 440, usercpu_time_millis_training: 440,
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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

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From your own software

Use one of our APIs to download data from OpenML and upload your results

OpenML APIs