OpenML
Supervised Classification on page-blocks

Supervised Classification on page-blocks

Task 30 Supervised Classification page-blocks 1403 runs submitted
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  • at2 basic study_1 study_107 study_41 study_50 study_7 study_70 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7296, f_measure: 0.9081, kappa: 0.4585, kb_relative_information_score: -16921.7548, mean_absolute_error: 0.2438, mean_prior_absolute_error: 0.0762, number_of_instances: 5473, precision: 0.9284, predictive_accuracy: 0.9286, prior_entropy: 0.6391, recall: 0.9286, relative_absolute_error: 3.2009, root_mean_prior_squared_error: 0.1949, root_mean_squared_error: 0.322, root_relative_squared_error: 1.6526, scimark_benchmark: 1391.2203, usercpu_time_millis: 170, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 160,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7296, f_measure: 0.9081, kappa: 0.4585, kb_relative_information_score: -16921.7548, mean_absolute_error: 0.2438, mean_prior_absolute_error: 0.0762, number_of_instances: 5473, precision: 0.9284, predictive_accuracy: 0.9286, prior_entropy: 0.6391, recall: 0.9286, relative_absolute_error: 3.2009, root_mean_prior_squared_error: 0.1949, root_mean_squared_error: 0.322, root_relative_squared_error: 1.6526, scimark_benchmark: 1374.0129, usercpu_time_millis: 160, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 150,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7296, f_measure: 0.9081, kappa: 0.4585, kb_relative_information_score: -16921.7548, mean_absolute_error: 0.2438, mean_prior_absolute_error: 0.0762, number_of_instances: 5473, precision: 0.9284, predictive_accuracy: 0.9286, prior_entropy: 0.6391, recall: 0.9286, relative_absolute_error: 3.2009, root_mean_prior_squared_error: 0.1949, root_mean_squared_error: 0.322, root_relative_squared_error: 1.6526, scimark_benchmark: 1378.119, usercpu_time_millis: 150, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 140,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7296, f_measure: 0.9081, kappa: 0.4585, kb_relative_information_score: -16921.7548, mean_absolute_error: 0.2438, mean_prior_absolute_error: 0.0762, number_of_instances: 5473, precision: 0.9284, predictive_accuracy: 0.9286, prior_entropy: 0.6391, recall: 0.9286, relative_absolute_error: 3.2009, root_mean_prior_squared_error: 0.1949, root_mean_squared_error: 0.322, root_relative_squared_error: 1.6526, scimark_benchmark: 1383.8528, usercpu_time_millis: 200, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 190,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7296, f_measure: 0.9081, kappa: 0.4585, kb_relative_information_score: -16921.7548, mean_absolute_error: 0.2438, mean_prior_absolute_error: 0.0762, number_of_instances: 5473, precision: 0.9284, predictive_accuracy: 0.9286, prior_entropy: 0.6391, recall: 0.9286, relative_absolute_error: 3.2009, root_mean_prior_squared_error: 0.1949, root_mean_squared_error: 0.322, root_relative_squared_error: 1.6526, scimark_benchmark: 1366.0226, usercpu_time_millis: 140, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7296, f_measure: 0.9081, kappa: 0.4585, kb_relative_information_score: -16921.7548, mean_absolute_error: 0.2438, mean_prior_absolute_error: 0.0762, number_of_instances: 5473, precision: 0.9284, predictive_accuracy: 0.9286, prior_entropy: 0.6391, recall: 0.9286, relative_absolute_error: 3.2009, root_mean_prior_squared_error: 0.1949, root_mean_squared_error: 0.322, root_relative_squared_error: 1.6526, scimark_benchmark: 1379.8776, usercpu_time_millis: 140, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7296, f_measure: 0.9081, kappa: 0.4585, kb_relative_information_score: -16921.7548, mean_absolute_error: 0.2438, mean_prior_absolute_error: 0.0762, number_of_instances: 5473, precision: 0.9284, predictive_accuracy: 0.9286, prior_entropy: 0.6391, recall: 0.9286, relative_absolute_error: 3.2009, root_mean_prior_squared_error: 0.1949, root_mean_squared_error: 0.322, root_relative_squared_error: 1.6526, scimark_benchmark: 1396.6258, usercpu_time_millis: 240, usercpu_time_millis_training: 240,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7296, f_measure: 0.9081, kappa: 0.4585, kb_relative_information_score: -16921.7548, mean_absolute_error: 0.2438, mean_prior_absolute_error: 0.0762, number_of_instances: 5473, precision: 0.9284, predictive_accuracy: 0.9286, prior_entropy: 0.6391, recall: 0.9286, relative_absolute_error: 3.2009, root_mean_prior_squared_error: 0.1949, root_mean_squared_error: 0.322, root_relative_squared_error: 1.6526, scimark_benchmark: 1515.1361, usercpu_time_millis: 160, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 140,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7296, f_measure: 0.9081, kappa: 0.4585, kb_relative_information_score: -16921.7548, mean_absolute_error: 0.2438, mean_prior_absolute_error: 0.0762, number_of_instances: 5473, precision: 0.9284, predictive_accuracy: 0.9286, prior_entropy: 0.6391, recall: 0.9286, relative_absolute_error: 3.2009, root_mean_prior_squared_error: 0.1949, root_mean_squared_error: 0.322, root_relative_squared_error: 1.6526, scimark_benchmark: 1444.4668, usercpu_time_millis: 150, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7296, f_measure: 0.9081, kappa: 0.4585, kb_relative_information_score: -16921.7548, mean_absolute_error: 0.2438, mean_prior_absolute_error: 0.0762, number_of_instances: 5473, precision: 0.9284, predictive_accuracy: 0.9286, prior_entropy: 0.6391, recall: 0.9286, relative_absolute_error: 3.2009, root_mean_prior_squared_error: 0.1949, root_mean_squared_error: 0.322, root_relative_squared_error: 1.6526, scimark_benchmark: 1393.1013, usercpu_time_millis: 150, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 140,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7296, f_measure: 0.9081, kappa: 0.4585, kb_relative_information_score: -16921.7548, mean_absolute_error: 0.2438, mean_prior_absolute_error: 0.0762, number_of_instances: 5473, precision: 0.9284, predictive_accuracy: 0.9286, prior_entropy: 0.6391, recall: 0.9286, relative_absolute_error: 3.2009, root_mean_prior_squared_error: 0.1949, root_mean_squared_error: 0.322, root_relative_squared_error: 1.6526, scimark_benchmark: 1366.3965, usercpu_time_millis: 170, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 160,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7296, f_measure: 0.9081, kappa: 0.4585, kb_relative_information_score: -16921.7548, mean_absolute_error: 0.2438, mean_prior_absolute_error: 0.0762, number_of_instances: 5473, precision: 0.9284, predictive_accuracy: 0.9286, prior_entropy: 0.6391, recall: 0.9286, relative_absolute_error: 3.2009, root_mean_prior_squared_error: 0.1949, root_mean_squared_error: 0.322, root_relative_squared_error: 1.6526, scimark_benchmark: 1388.4672, usercpu_time_millis: 200, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 190,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7296, f_measure: 0.9081, kappa: 0.4585, kb_relative_information_score: -16921.7548, mean_absolute_error: 0.2438, mean_prior_absolute_error: 0.0762, number_of_instances: 5473, precision: 0.9284, predictive_accuracy: 0.9286, prior_entropy: 0.6391, recall: 0.9286, relative_absolute_error: 3.2009, root_mean_prior_squared_error: 0.1949, root_mean_squared_error: 0.322, root_relative_squared_error: 1.6526, scimark_benchmark: 1380.886, usercpu_time_millis: 150, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 140,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7296, f_measure: 0.9081, kappa: 0.4585, kb_relative_information_score: -16921.7548, mean_absolute_error: 0.2438, mean_prior_absolute_error: 0.0762, number_of_instances: 5473, precision: 0.9284, predictive_accuracy: 0.9286, prior_entropy: 0.6391, recall: 0.9286, relative_absolute_error: 3.2009, root_mean_prior_squared_error: 0.1949, root_mean_squared_error: 0.322, root_relative_squared_error: 1.6526, scimark_benchmark: 1349.2635, usercpu_time_millis: 190, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 180,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7296, f_measure: 0.9081, kappa: 0.4585, kb_relative_information_score: -16921.7548, mean_absolute_error: 0.2438, mean_prior_absolute_error: 0.0762, number_of_instances: 5473, precision: 0.9284, predictive_accuracy: 0.9286, prior_entropy: 0.6391, recall: 0.9286, relative_absolute_error: 3.2009, root_mean_prior_squared_error: 0.1949, root_mean_squared_error: 0.322, root_relative_squared_error: 1.6526, scimark_benchmark: 1359.6648, usercpu_time_millis: 160, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 150,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7296, f_measure: 0.9081, kappa: 0.4585, kb_relative_information_score: -16921.7548, mean_absolute_error: 0.2438, mean_prior_absolute_error: 0.0762, number_of_instances: 5473, precision: 0.9284, predictive_accuracy: 0.9286, prior_entropy: 0.6391, recall: 0.9286, relative_absolute_error: 3.2009, root_mean_prior_squared_error: 0.1949, root_mean_squared_error: 0.322, root_relative_squared_error: 1.6526, scimark_benchmark: 1379.7546, usercpu_time_millis: 160, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 150,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7296, f_measure: 0.9081, kappa: 0.4585, kb_relative_information_score: -16921.7548, mean_absolute_error: 0.2438, mean_prior_absolute_error: 0.0762, number_of_instances: 5473, precision: 0.9284, predictive_accuracy: 0.9286, prior_entropy: 0.6391, recall: 0.9286, relative_absolute_error: 3.2009, root_mean_prior_squared_error: 0.1949, root_mean_squared_error: 0.322, root_relative_squared_error: 1.6526, scimark_benchmark: 1335.739, usercpu_time_millis: 210, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 200,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7296, f_measure: 0.9081, kappa: 0.4585, kb_relative_information_score: -16921.7548, mean_absolute_error: 0.2438, mean_prior_absolute_error: 0.0762, number_of_instances: 5473, precision: 0.9284, predictive_accuracy: 0.9286, prior_entropy: 0.6391, recall: 0.9286, relative_absolute_error: 3.2009, root_mean_prior_squared_error: 0.1949, root_mean_squared_error: 0.322, root_relative_squared_error: 1.6526, scimark_benchmark: 1296.6515, usercpu_time_millis: 240, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 230,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7296, f_measure: 0.9081, kappa: 0.4585, kb_relative_information_score: -16921.7548, mean_absolute_error: 0.2438, mean_prior_absolute_error: 0.0762, number_of_instances: 5473, precision: 0.9284, predictive_accuracy: 0.9286, prior_entropy: 0.6391, recall: 0.9286, relative_absolute_error: 3.2009, root_mean_prior_squared_error: 0.1949, root_mean_squared_error: 0.322, root_relative_squared_error: 1.6526, scimark_benchmark: 1372.4245, usercpu_time_millis: 160, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 150,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7296, f_measure: 0.9081, kappa: 0.4585, kb_relative_information_score: -16921.7548, mean_absolute_error: 0.2438, mean_prior_absolute_error: 0.0762, number_of_instances: 5473, precision: 0.9284, predictive_accuracy: 0.9286, prior_entropy: 0.6391, recall: 0.9286, relative_absolute_error: 3.2009, root_mean_prior_squared_error: 0.1949, root_mean_squared_error: 0.322, root_relative_squared_error: 1.6526, scimark_benchmark: 1373.6545, usercpu_time_millis: 170, usercpu_time_millis_training: 170,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7296, f_measure: 0.9081, kappa: 0.4585, kb_relative_information_score: -16921.7548, mean_absolute_error: 0.2438, mean_prior_absolute_error: 0.0762, number_of_instances: 5473, precision: 0.9284, predictive_accuracy: 0.9286, prior_entropy: 0.6391, recall: 0.9286, relative_absolute_error: 3.2009, root_mean_prior_squared_error: 0.1949, root_mean_squared_error: 0.322, root_relative_squared_error: 1.6526, scimark_benchmark: 1345.3421, usercpu_time_millis: 230, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 220,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7296, f_measure: 0.9081, kappa: 0.4585, kb_relative_information_score: -16921.7548, mean_absolute_error: 0.2438, mean_prior_absolute_error: 0.0762, number_of_instances: 5473, precision: 0.9284, predictive_accuracy: 0.9286, prior_entropy: 0.6391, recall: 0.9286, relative_absolute_error: 3.2009, root_mean_prior_squared_error: 0.1949, root_mean_squared_error: 0.322, root_relative_squared_error: 1.6526, scimark_benchmark: 1381.0846, usercpu_time_millis: 150, usercpu_time_millis_training: 150,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7296, f_measure: 0.9081, kappa: 0.4585, kb_relative_information_score: -16921.7548, mean_absolute_error: 0.2438, mean_prior_absolute_error: 0.0762, number_of_instances: 5473, precision: 0.9284, predictive_accuracy: 0.9286, prior_entropy: 0.6391, recall: 0.9286, relative_absolute_error: 3.2009, root_mean_prior_squared_error: 0.1949, root_mean_squared_error: 0.322, root_relative_squared_error: 1.6526, scimark_benchmark: 1368.4126, usercpu_time_millis: 190, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 180,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7296, f_measure: 0.9081, kappa: 0.4585, kb_relative_information_score: -16921.7548, mean_absolute_error: 0.2438, mean_prior_absolute_error: 0.0762, number_of_instances: 5473, precision: 0.9284, predictive_accuracy: 0.9286, prior_entropy: 0.6391, recall: 0.9286, relative_absolute_error: 3.2009, root_mean_prior_squared_error: 0.1949, root_mean_squared_error: 0.322, root_relative_squared_error: 1.6526, scimark_benchmark: 1386.2784, usercpu_time_millis: 180, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 170,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7296, f_measure: 0.9081, kappa: 0.4585, kb_relative_information_score: -16921.7548, mean_absolute_error: 0.2438, mean_prior_absolute_error: 0.0762, number_of_instances: 5473, precision: 0.9284, predictive_accuracy: 0.9286, prior_entropy: 0.6391, recall: 0.9286, relative_absolute_error: 3.2009, root_mean_prior_squared_error: 0.1949, root_mean_squared_error: 0.322, root_relative_squared_error: 1.6526, scimark_benchmark: 1863.8128, usercpu_time_millis: 150, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 140,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7296, f_measure: 0.9081, kappa: 0.4585, kb_relative_information_score: -16921.7548, mean_absolute_error: 0.2438, mean_prior_absolute_error: 0.0762, number_of_instances: 5473, precision: 0.9284, predictive_accuracy: 0.9286, prior_entropy: 0.6391, recall: 0.9286, relative_absolute_error: 3.2009, root_mean_prior_squared_error: 0.1949, root_mean_squared_error: 0.322, root_relative_squared_error: 1.6526, scimark_benchmark: 1383.5735, usercpu_time_millis: 160, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 150,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7296, f_measure: 0.9081, kappa: 0.4585, kb_relative_information_score: -16921.7548, mean_absolute_error: 0.2438, mean_prior_absolute_error: 0.0762, number_of_instances: 5473, precision: 0.9284, predictive_accuracy: 0.9286, prior_entropy: 0.6391, recall: 0.9286, relative_absolute_error: 3.2009, root_mean_prior_squared_error: 0.1949, root_mean_squared_error: 0.322, root_relative_squared_error: 1.6526, scimark_benchmark: 1375.4574, usercpu_time_millis: 230, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 220,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7296, f_measure: 0.9081, kappa: 0.4585, kb_relative_information_score: -16921.7548, mean_absolute_error: 0.2438, mean_prior_absolute_error: 0.0762, number_of_instances: 5473, precision: 0.9284, predictive_accuracy: 0.9286, prior_entropy: 0.6391, recall: 0.9286, relative_absolute_error: 3.2009, root_mean_prior_squared_error: 0.1949, root_mean_squared_error: 0.322, root_relative_squared_error: 1.6526, scimark_benchmark: 1343.3137, usercpu_time_millis: 130, usercpu_time_millis_training: 130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7296, f_measure: 0.9081, kappa: 0.4585, kb_relative_information_score: -16921.7548, mean_absolute_error: 0.2438, mean_prior_absolute_error: 0.0762, number_of_instances: 5473, precision: 0.9284, predictive_accuracy: 0.9286, prior_entropy: 0.6391, recall: 0.9286, relative_absolute_error: 3.2009, root_mean_prior_squared_error: 0.1949, root_mean_squared_error: 0.322, root_relative_squared_error: 1.6526, scimark_benchmark: 1402.5655, usercpu_time_millis: 130, usercpu_time_millis_training: 130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7296, f_measure: 0.9081, kappa: 0.4585, kb_relative_information_score: -16921.7548, mean_absolute_error: 0.2438, mean_prior_absolute_error: 0.0762, number_of_instances: 5473, precision: 0.9284, predictive_accuracy: 0.9286, prior_entropy: 0.6391, recall: 0.9286, relative_absolute_error: 3.2009, root_mean_prior_squared_error: 0.1949, root_mean_squared_error: 0.322, root_relative_squared_error: 1.6526, scimark_benchmark: 1654.5296, usercpu_time_millis: 200, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 180,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7296, f_measure: 0.9081, kappa: 0.4585, kb_relative_information_score: -16921.7548, mean_absolute_error: 0.2438, mean_prior_absolute_error: 0.0762, number_of_instances: 5473, precision: 0.9284, predictive_accuracy: 0.9286, prior_entropy: 0.6391, recall: 0.9286, relative_absolute_error: 3.2009, root_mean_prior_squared_error: 0.1949, root_mean_squared_error: 0.322, root_relative_squared_error: 1.6526, scimark_benchmark: 1735.1996, usercpu_time_millis: 200, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 170,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7296, f_measure: 0.9081, kappa: 0.4585, kb_relative_information_score: -16921.7548, mean_absolute_error: 0.2438, mean_prior_absolute_error: 0.0762, number_of_instances: 5473, precision: 0.9284, predictive_accuracy: 0.9286, prior_entropy: 0.6391, recall: 0.9286, relative_absolute_error: 3.2009, root_mean_prior_squared_error: 0.1949, root_mean_squared_error: 0.322, root_relative_squared_error: 1.6526, scimark_benchmark: 1367.7145, usercpu_time_millis: 270, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 260,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7296, f_measure: 0.9081, kappa: 0.4585, kb_relative_information_score: -16921.7548, mean_absolute_error: 0.2438, mean_prior_absolute_error: 0.0762, number_of_instances: 5473, precision: 0.9284, predictive_accuracy: 0.9286, prior_entropy: 0.6391, recall: 0.9286, relative_absolute_error: 3.2009, root_mean_prior_squared_error: 0.1949, root_mean_squared_error: 0.322, root_relative_squared_error: 1.6526, scimark_benchmark: 1913.9046, usercpu_time_millis: 160, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 140,
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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