Task
Supervised Classification on letter

Supervised Classification on letter

Task 6 Supervised Classification letter 35040 runs submitted
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  • at2 basic OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_7 study_70 study_73 study_98 study_99 under100k under1m
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35040 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.8237, kappa: 0.8154, kb_relative_information_score: 4102.45, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8291, predictive_accuracy: 0.8226, prior_entropy: 4.6998, recall: 0.8226, relative_absolute_error: 0.9618, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.9679, scimark_benchmark: 1933.4673, usercpu_time_millis: 6860, usercpu_time_millis_testing: 280, usercpu_time_millis_training: 6580,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.8237, kappa: 0.8154, kb_relative_information_score: 4102.45, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8291, predictive_accuracy: 0.8226, prior_entropy: 4.6998, recall: 0.8226, relative_absolute_error: 0.9618, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.9679, scimark_benchmark: 1357.6986, usercpu_time_millis: 9490, usercpu_time_millis_testing: 470, usercpu_time_millis_training: 9020,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.8237, kappa: 0.8154, kb_relative_information_score: 4102.45, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8291, predictive_accuracy: 0.8226, prior_entropy: 4.6998, recall: 0.8226, relative_absolute_error: 0.9618, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.9679, scimark_benchmark: 1102.5629, usercpu_time_millis: 9350, usercpu_time_millis_testing: 390, usercpu_time_millis_training: 8960,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.8237, kappa: 0.8154, kb_relative_information_score: 4102.45, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8291, predictive_accuracy: 0.8226, prior_entropy: 4.6998, recall: 0.8226, relative_absolute_error: 0.9618, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.9679, scimark_benchmark: 951.8415, usercpu_time_millis: 9680, usercpu_time_millis_testing: 580, usercpu_time_millis_training: 9100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.8237, kappa: 0.8154, kb_relative_information_score: 4102.45, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8291, predictive_accuracy: 0.8226, prior_entropy: 4.6998, recall: 0.8226, relative_absolute_error: 0.9618, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.9679, scimark_benchmark: 1559.5539, usercpu_time_millis: 6030, usercpu_time_millis_testing: 270, usercpu_time_millis_training: 5760,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.8237, kappa: 0.8154, kb_relative_information_score: 4102.45, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8291, predictive_accuracy: 0.8226, prior_entropy: 4.6998, recall: 0.8226, relative_absolute_error: 0.9618, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.9679, scimark_benchmark: 1663.133, usercpu_time_millis: 7480, usercpu_time_millis_testing: 430, usercpu_time_millis_training: 7050,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.8237, kappa: 0.8154, kb_relative_information_score: 4102.45, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8291, predictive_accuracy: 0.8226, prior_entropy: 4.6998, recall: 0.8226, relative_absolute_error: 0.9618, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.9679, scimark_benchmark: 1661.4017, usercpu_time_millis: 6680, usercpu_time_millis_testing: 300, usercpu_time_millis_training: 6380,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.8237, kappa: 0.8154, kb_relative_information_score: 4102.45, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8291, predictive_accuracy: 0.8226, prior_entropy: 4.6998, recall: 0.8226, relative_absolute_error: 0.9618, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.9679, scimark_benchmark: 1683.6981, usercpu_time_millis: 6110, usercpu_time_millis_testing: 270, usercpu_time_millis_training: 5840,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.8237, kappa: 0.8154, kb_relative_information_score: 4102.45, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8291, predictive_accuracy: 0.8226, prior_entropy: 4.6998, recall: 0.8226, relative_absolute_error: 0.9618, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.9679, scimark_benchmark: 1369.7698, usercpu_time_millis: 9520, usercpu_time_millis_testing: 390, usercpu_time_millis_training: 9130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.8237, kappa: 0.8154, kb_relative_information_score: 4102.45, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8291, predictive_accuracy: 0.8226, prior_entropy: 4.6998, recall: 0.8226, relative_absolute_error: 0.9618, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.9679, scimark_benchmark: 1290.4514, usercpu_time_millis: 9670, usercpu_time_millis_testing: 370, usercpu_time_millis_training: 9300,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.8237, kappa: 0.8154, kb_relative_information_score: 4102.45, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8291, predictive_accuracy: 0.8226, prior_entropy: 4.6998, recall: 0.8226, relative_absolute_error: 0.9618, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.9679, scimark_benchmark: 1364.4799, usercpu_time_millis: 8870, usercpu_time_millis_testing: 380, usercpu_time_millis_training: 8490,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.8237, kappa: 0.8154, kb_relative_information_score: 4102.45, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8291, predictive_accuracy: 0.8226, prior_entropy: 4.6998, recall: 0.8226, relative_absolute_error: 0.9618, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.9679, scimark_benchmark: 1214.4819, usercpu_time_millis: 9770, usercpu_time_millis_testing: 420, usercpu_time_millis_training: 9350,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.8237, kappa: 0.8154, kb_relative_information_score: 4102.45, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8291, predictive_accuracy: 0.8226, prior_entropy: 4.6998, recall: 0.8226, relative_absolute_error: 0.9618, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.9679, scimark_benchmark: 1361.2431, usercpu_time_millis: 9380, usercpu_time_millis_testing: 410, usercpu_time_millis_training: 8970,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.8237, kappa: 0.8154, kb_relative_information_score: 4102.45, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8291, predictive_accuracy: 0.8226, prior_entropy: 4.6998, recall: 0.8226, relative_absolute_error: 0.9618, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.9679, scimark_benchmark: 1396.0257, usercpu_time_millis: 8140, usercpu_time_millis_testing: 450, usercpu_time_millis_training: 7690,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.8237, kappa: 0.8154, kb_relative_information_score: 4102.45, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8291, predictive_accuracy: 0.8226, prior_entropy: 4.6998, recall: 0.8226, relative_absolute_error: 0.9618, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.9679, scimark_benchmark: 965.4951, usercpu_time_millis: 13350, usercpu_time_millis_testing: 590, usercpu_time_millis_training: 12760,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.8237, kappa: 0.8154, kb_relative_information_score: 4102.45, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8291, predictive_accuracy: 0.8226, prior_entropy: 4.6998, recall: 0.8226, relative_absolute_error: 0.9618, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.9679, scimark_benchmark: 981.3006, usercpu_time_millis: 12730, usercpu_time_millis_testing: 610, usercpu_time_millis_training: 12120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.8237, kappa: 0.8154, kb_relative_information_score: 4102.45, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8291, predictive_accuracy: 0.8226, prior_entropy: 4.6998, recall: 0.8226, relative_absolute_error: 0.9618, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.9679, scimark_benchmark: 970.1765, usercpu_time_millis: 12810, usercpu_time_millis_testing: 640, usercpu_time_millis_training: 12170,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.8237, kappa: 0.8154, kb_relative_information_score: 4102.45, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8291, predictive_accuracy: 0.8226, prior_entropy: 4.6998, recall: 0.8226, relative_absolute_error: 0.9618, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.9679, scimark_benchmark: 973.096, usercpu_time_millis: 13070, usercpu_time_millis_testing: 580, usercpu_time_millis_training: 12490,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.8237, kappa: 0.8154, kb_relative_information_score: 4102.45, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8291, predictive_accuracy: 0.8226, prior_entropy: 4.6998, recall: 0.8226, relative_absolute_error: 0.9618, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.9679, scimark_benchmark: 961.42, usercpu_time_millis: 13190, usercpu_time_millis_testing: 600, usercpu_time_millis_training: 12590,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.8237, kappa: 0.8154, kb_relative_information_score: 4102.45, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8291, predictive_accuracy: 0.8226, prior_entropy: 4.6998, recall: 0.8226, relative_absolute_error: 0.9618, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.9679, scimark_benchmark: 1356.3968, usercpu_time_millis: 9300, usercpu_time_millis_testing: 380, usercpu_time_millis_training: 8920,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.8237, kappa: 0.8154, kb_relative_information_score: 4102.45, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8291, predictive_accuracy: 0.8226, prior_entropy: 4.6998, recall: 0.8226, relative_absolute_error: 0.9618, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.9679, scimark_benchmark: 968.364, usercpu_time_millis: 13270, usercpu_time_millis_testing: 600, usercpu_time_millis_training: 12670,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.8237, kappa: 0.8154, kb_relative_information_score: 4102.45, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8291, predictive_accuracy: 0.8226, prior_entropy: 4.6998, recall: 0.8226, relative_absolute_error: 0.9618, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.9679, scimark_benchmark: 961.3657, usercpu_time_millis: 13500, usercpu_time_millis_testing: 660, usercpu_time_millis_training: 12840,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.8237, kappa: 0.8154, kb_relative_information_score: 4102.45, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8291, predictive_accuracy: 0.8226, prior_entropy: 4.6998, recall: 0.8226, relative_absolute_error: 0.9618, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.9679, scimark_benchmark: 1359.6082, usercpu_time_millis: 10430, usercpu_time_millis_testing: 410, usercpu_time_millis_training: 10020,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.8237, kappa: 0.8154, kb_relative_information_score: 4102.45, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8291, predictive_accuracy: 0.8226, prior_entropy: 4.6998, recall: 0.8226, relative_absolute_error: 0.9618, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.9679, scimark_benchmark: 996.7025, usercpu_time_millis: 13190, usercpu_time_millis_testing: 590, usercpu_time_millis_training: 12600,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.8237, kappa: 0.8154, kb_relative_information_score: 4102.45, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8291, predictive_accuracy: 0.8226, prior_entropy: 4.6998, recall: 0.8226, relative_absolute_error: 0.9618, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.9679, scimark_benchmark: 989.0814, usercpu_time_millis: 13360, usercpu_time_millis_testing: 630, usercpu_time_millis_training: 12730,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.8237, kappa: 0.8154, kb_relative_information_score: 4102.45, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8291, predictive_accuracy: 0.8226, prior_entropy: 4.6998, recall: 0.8226, relative_absolute_error: 0.9618, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.9679, scimark_benchmark: 990.589, usercpu_time_millis: 13310, usercpu_time_millis_testing: 590, usercpu_time_millis_training: 12720,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.8237, kappa: 0.8154, kb_relative_information_score: 4102.45, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8291, predictive_accuracy: 0.8226, prior_entropy: 4.6998, recall: 0.8226, relative_absolute_error: 0.9618, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.9679, scimark_benchmark: 1859.9359, usercpu_time_millis: 8180, usercpu_time_millis_testing: 290, usercpu_time_millis_training: 7890,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.8237, kappa: 0.8154, kb_relative_information_score: 4102.45, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8291, predictive_accuracy: 0.8226, prior_entropy: 4.6998, recall: 0.8226, relative_absolute_error: 0.9618, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.9679, scimark_benchmark: 1319.878, usercpu_time_millis: 13270, usercpu_time_millis_testing: 570, usercpu_time_millis_training: 12700,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.8237, kappa: 0.8154, kb_relative_information_score: 4102.45, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8291, predictive_accuracy: 0.8226, prior_entropy: 4.6998, recall: 0.8226, relative_absolute_error: 0.9618, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.9679, scimark_benchmark: 958.9007, usercpu_time_millis: 12910, usercpu_time_millis_testing: 590, usercpu_time_millis_training: 12320,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.8237, kappa: 0.8154, kb_relative_information_score: 4102.45, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8291, predictive_accuracy: 0.8226, prior_entropy: 4.6998, recall: 0.8226, relative_absolute_error: 0.9618, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.9679, scimark_benchmark: 1352.9073, usercpu_time_millis: 9490, usercpu_time_millis_testing: 410, usercpu_time_millis_training: 9080,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.8237, kappa: 0.8154, kb_relative_information_score: 4102.45, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8291, predictive_accuracy: 0.8226, prior_entropy: 4.6998, recall: 0.8226, relative_absolute_error: 0.9618, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.9679, scimark_benchmark: 987.7219, usercpu_time_millis: 13680, usercpu_time_millis_testing: 570, usercpu_time_millis_training: 13110,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.8237, kappa: 0.8154, kb_relative_information_score: 4102.45, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8291, predictive_accuracy: 0.8226, prior_entropy: 4.6998, recall: 0.8226, relative_absolute_error: 0.9618, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.9679, scimark_benchmark: 984.2849, usercpu_time_millis: 13450, usercpu_time_millis_testing: 560, usercpu_time_millis_training: 12890,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.8237, kappa: 0.8154, kb_relative_information_score: 4102.45, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8291, predictive_accuracy: 0.8226, prior_entropy: 4.6998, recall: 0.8226, relative_absolute_error: 0.9618, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.9679, scimark_benchmark: 982.5485, usercpu_time_millis: 14060, usercpu_time_millis_testing: 560, usercpu_time_millis_training: 13500,
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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