OpenML
Supervised Classification on bank-marketing

Supervised Classification on bank-marketing

Task 14965 Supervised Classification bank-marketing 40465 runs submitted
1 likes downloaded by 5 people , 7 total downloads 0 issues
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  • OpenML-CC18 OpenML100 study_123 study_14 study_218 study_50 study_99
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8979, f_measure: 0.892, kappa: 0.4463, kb_relative_information_score: 0.1887, mean_absolute_error: 0.1276, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8989, number_of_instances: 45211, precision: 0.8884, predictive_accuracy: 0.8989, prior_entropy: 0.5206, relative_absolute_error: 0.6174, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.264, root_relative_squared_error: 0.8215, unweighted_recall: 0.6972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7442, f_measure: 0.8801, kappa: 0.4039, kb_relative_information_score: 0.1887, mean_absolute_error: 0.1245, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8835, number_of_instances: 45211, precision: 0.8773, predictive_accuracy: 0.8835, prior_entropy: 0.5206, relative_absolute_error: 0.6027, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3285, root_relative_squared_error: 1.0221, unweighted_recall: 0.691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8981, f_measure: 0.8881, kappa: 0.4172, kb_relative_information_score: 0.1572, mean_absolute_error: 0.1325, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8975, number_of_instances: 45211, precision: 0.8844, predictive_accuracy: 0.8975, prior_entropy: 0.5206, relative_absolute_error: 0.6411, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2658, root_relative_squared_error: 0.8269, unweighted_recall: 0.6775,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.854, f_measure: 0.8887, kappa: 0.4396, kb_relative_information_score: 0.1907, mean_absolute_error: 0.1242, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8934, number_of_instances: 45211, precision: 0.8854, predictive_accuracy: 0.8934, prior_entropy: 0.5206, relative_absolute_error: 0.6011, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2818, root_relative_squared_error: 0.8767, unweighted_recall: 0.7024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8865, f_measure: 0.891, kappa: 0.4409, kb_relative_information_score: 0.1756, mean_absolute_error: 0.129, mean_prior_absolute_error: 0.2066, weighted_recall: 0.898, number_of_instances: 45211, precision: 0.8873, predictive_accuracy: 0.898, prior_entropy: 0.5206, relative_absolute_error: 0.6243, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2692, root_relative_squared_error: 0.8375, unweighted_recall: 0.6947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8705, f_measure: 0.8893, kappa: 0.4426, kb_relative_information_score: 0.1988, mean_absolute_error: 0.1233, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8941, number_of_instances: 45211, precision: 0.886, predictive_accuracy: 0.8941, prior_entropy: 0.5206, relative_absolute_error: 0.5966, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2767, root_relative_squared_error: 0.8608, unweighted_recall: 0.7036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.872, f_measure: 0.8892, kappa: 0.4424, kb_relative_information_score: 0.1917, mean_absolute_error: 0.1242, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8939, number_of_instances: 45211, precision: 0.886, predictive_accuracy: 0.8939, prior_entropy: 0.5206, relative_absolute_error: 0.6009, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2767, root_relative_squared_error: 0.861, unweighted_recall: 0.7037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8827, f_measure: 0.8917, kappa: 0.4508, kb_relative_information_score: 0.1999, mean_absolute_error: 0.1253, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8972, number_of_instances: 45211, precision: 0.8883, predictive_accuracy: 0.8972, prior_entropy: 0.5206, relative_absolute_error: 0.6066, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2696, root_relative_squared_error: 0.8389, unweighted_recall: 0.7042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8759, f_measure: 0.8853, kappa: 0.3946, kb_relative_information_score: 0.1125, mean_absolute_error: 0.141, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8972, number_of_instances: 45211, precision: 0.882, predictive_accuracy: 0.8972, prior_entropy: 0.5206, relative_absolute_error: 0.6825, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2726, root_relative_squared_error: 0.8481, unweighted_recall: 0.6621,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8869, f_measure: 0.8879, kappa: 0.4202, kb_relative_information_score: 0.1613, mean_absolute_error: 0.1315, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8964, number_of_instances: 45211, precision: 0.884, predictive_accuracy: 0.8964, prior_entropy: 0.5206, relative_absolute_error: 0.6367, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2695, root_relative_squared_error: 0.8384, unweighted_recall: 0.6816,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6732, kb_relative_information_score: 0.0315, mean_absolute_error: 0.1813, mean_prior_absolute_error: 0.2066, weighted_recall: 0.883, number_of_instances: 45211, predictive_accuracy: 0.883, prior_entropy: 0.5206, relative_absolute_error: 0.8774, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3014, root_relative_squared_error: 0.9377, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9066, f_measure: 0.8878, kappa: 0.4009, kb_relative_information_score: 0.2099, mean_absolute_error: 0.1391, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9014, number_of_instances: 45211, precision: 0.8866, predictive_accuracy: 0.9014, prior_entropy: 0.5206, relative_absolute_error: 0.6734, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2668, root_relative_squared_error: 0.83, unweighted_recall: 0.6597,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9067, f_measure: 0.8878, kappa: 0.4008, kb_relative_information_score: 0.2094, mean_absolute_error: 0.1392, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9015, number_of_instances: 45211, precision: 0.8866, predictive_accuracy: 0.9015, prior_entropy: 0.5206, relative_absolute_error: 0.674, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2668, root_relative_squared_error: 0.83, unweighted_recall: 0.6595,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9055, f_measure: 0.8822, kappa: 0.3614, kb_relative_information_score: 0.1779, mean_absolute_error: 0.1467, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8994, number_of_instances: 45211, precision: 0.8829, predictive_accuracy: 0.8994, prior_entropy: 0.5206, relative_absolute_error: 0.7099, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2689, root_relative_squared_error: 0.8366, unweighted_recall: 0.6377,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9069, f_measure: 0.8871, kappa: 0.3959, kb_relative_information_score: 0.2053, mean_absolute_error: 0.1403, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9012, number_of_instances: 45211, precision: 0.8861, predictive_accuracy: 0.9012, prior_entropy: 0.5206, relative_absolute_error: 0.6789, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2669, root_relative_squared_error: 0.8303, unweighted_recall: 0.6567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9066, f_measure: 0.8878, kappa: 0.4009, kb_relative_information_score: 0.2099, mean_absolute_error: 0.1391, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9014, number_of_instances: 45211, precision: 0.8866, predictive_accuracy: 0.9014, prior_entropy: 0.5206, relative_absolute_error: 0.6734, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2668, root_relative_squared_error: 0.83, unweighted_recall: 0.6597,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9066, f_measure: 0.8878, kappa: 0.4009, kb_relative_information_score: 0.2099, mean_absolute_error: 0.1391, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9014, number_of_instances: 45211, precision: 0.8866, predictive_accuracy: 0.9014, prior_entropy: 0.5206, relative_absolute_error: 0.6734, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2668, root_relative_squared_error: 0.83, unweighted_recall: 0.6597,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9069, f_measure: 0.8871, kappa: 0.3959, kb_relative_information_score: 0.2053, mean_absolute_error: 0.1403, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9012, number_of_instances: 45211, precision: 0.8861, predictive_accuracy: 0.9012, prior_entropy: 0.5206, relative_absolute_error: 0.6789, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2669, root_relative_squared_error: 0.8303, unweighted_recall: 0.6567,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.905, f_measure: 0.8938, kappa: 0.4506, kb_relative_information_score: 0.1554, mean_absolute_error: 0.1446, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9019, number_of_instances: 45211, precision: 0.8906, predictive_accuracy: 0.9019, prior_entropy: 0.5206, relative_absolute_error: 0.6999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2675, root_relative_squared_error: 0.8322, unweighted_recall: 0.6947,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9069, f_measure: 0.8871, kappa: 0.3959, kb_relative_information_score: 0.2053, mean_absolute_error: 0.1403, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9012, number_of_instances: 45211, precision: 0.8861, predictive_accuracy: 0.9012, prior_entropy: 0.5206, relative_absolute_error: 0.6789, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2669, root_relative_squared_error: 0.8303, unweighted_recall: 0.6567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9069, f_measure: 0.8874, kappa: 0.3981, kb_relative_information_score: 0.2069, mean_absolute_error: 0.1399, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9012, number_of_instances: 45211, precision: 0.8863, predictive_accuracy: 0.9012, prior_entropy: 0.5206, relative_absolute_error: 0.677, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2668, root_relative_squared_error: 0.8301, unweighted_recall: 0.6581,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9069, f_measure: 0.8874, kappa: 0.3981, kb_relative_information_score: 0.2069, mean_absolute_error: 0.1399, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9012, number_of_instances: 45211, precision: 0.8863, predictive_accuracy: 0.9012, prior_entropy: 0.5206, relative_absolute_error: 0.677, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2668, root_relative_squared_error: 0.8301, unweighted_recall: 0.6581,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9069, f_measure: 0.8874, kappa: 0.3981, kb_relative_information_score: 0.2069, mean_absolute_error: 0.1399, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9012, number_of_instances: 45211, precision: 0.8863, predictive_accuracy: 0.9012, prior_entropy: 0.5206, relative_absolute_error: 0.677, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2668, root_relative_squared_error: 0.8301, unweighted_recall: 0.6581,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9069, f_measure: 0.8874, kappa: 0.3981, kb_relative_information_score: 0.2069, mean_absolute_error: 0.1399, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9012, number_of_instances: 45211, precision: 0.8863, predictive_accuracy: 0.9012, prior_entropy: 0.5206, relative_absolute_error: 0.677, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2668, root_relative_squared_error: 0.8301, unweighted_recall: 0.6581,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9069, f_measure: 0.8874, kappa: 0.3981, kb_relative_information_score: 0.2069, mean_absolute_error: 0.1399, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9012, number_of_instances: 45211, precision: 0.8863, predictive_accuracy: 0.9012, prior_entropy: 0.5206, relative_absolute_error: 0.677, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2668, root_relative_squared_error: 0.8301, unweighted_recall: 0.6581,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9069, f_measure: 0.8874, kappa: 0.3981, kb_relative_information_score: 0.2069, mean_absolute_error: 0.1399, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9012, number_of_instances: 45211, precision: 0.8863, predictive_accuracy: 0.9012, prior_entropy: 0.5206, relative_absolute_error: 0.677, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2668, root_relative_squared_error: 0.8301, unweighted_recall: 0.6581,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9069, f_measure: 0.8874, kappa: 0.3981, kb_relative_information_score: 0.2069, mean_absolute_error: 0.1399, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9012, number_of_instances: 45211, precision: 0.8863, predictive_accuracy: 0.9012, prior_entropy: 0.5206, relative_absolute_error: 0.677, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2668, root_relative_squared_error: 0.8301, unweighted_recall: 0.6581,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9069, f_measure: 0.8874, kappa: 0.3981, kb_relative_information_score: 0.2069, mean_absolute_error: 0.1399, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9012, number_of_instances: 45211, precision: 0.8863, predictive_accuracy: 0.9012, prior_entropy: 0.5206, relative_absolute_error: 0.677, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2668, root_relative_squared_error: 0.8301, unweighted_recall: 0.6581,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9066, f_measure: 0.8879, kappa: 0.4012, kb_relative_information_score: 0.2099, mean_absolute_error: 0.1391, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9015, number_of_instances: 45211, precision: 0.8867, predictive_accuracy: 0.9015, prior_entropy: 0.5206, relative_absolute_error: 0.6734, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2668, root_relative_squared_error: 0.83, unweighted_recall: 0.6598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9066, f_measure: 0.8879, kappa: 0.4012, kb_relative_information_score: 0.2099, mean_absolute_error: 0.1391, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9015, number_of_instances: 45211, precision: 0.8867, predictive_accuracy: 0.9015, prior_entropy: 0.5206, relative_absolute_error: 0.6734, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2668, root_relative_squared_error: 0.83, unweighted_recall: 0.6598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9066, f_measure: 0.8879, kappa: 0.4012, kb_relative_information_score: 0.2099, mean_absolute_error: 0.1391, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9015, number_of_instances: 45211, precision: 0.8867, predictive_accuracy: 0.9015, prior_entropy: 0.5206, relative_absolute_error: 0.6734, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2668, root_relative_squared_error: 0.83, unweighted_recall: 0.6598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9066, f_measure: 0.8879, kappa: 0.4012, kb_relative_information_score: 0.2099, mean_absolute_error: 0.1391, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9015, number_of_instances: 45211, precision: 0.8867, predictive_accuracy: 0.9015, prior_entropy: 0.5206, relative_absolute_error: 0.6734, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2668, root_relative_squared_error: 0.83, unweighted_recall: 0.6598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9066, f_measure: 0.8879, kappa: 0.4012, kb_relative_information_score: 0.2099, mean_absolute_error: 0.1391, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9015, number_of_instances: 45211, precision: 0.8867, predictive_accuracy: 0.9015, prior_entropy: 0.5206, relative_absolute_error: 0.6734, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2668, root_relative_squared_error: 0.83, unweighted_recall: 0.6598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9067, f_measure: 0.8879, kappa: 0.4015, kb_relative_information_score: 0.2095, mean_absolute_error: 0.1392, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9015, number_of_instances: 45211, precision: 0.8867, predictive_accuracy: 0.9015, prior_entropy: 0.5206, relative_absolute_error: 0.6739, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2667, root_relative_squared_error: 0.8299, unweighted_recall: 0.6599,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9067, f_measure: 0.8879, kappa: 0.4015, kb_relative_information_score: 0.2095, mean_absolute_error: 0.1392, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9015, number_of_instances: 45211, precision: 0.8867, predictive_accuracy: 0.9015, prior_entropy: 0.5206, relative_absolute_error: 0.6739, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2667, root_relative_squared_error: 0.8299, unweighted_recall: 0.6599,

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