bank-marketing

This dataset was curated for [TabArena](https://tabarena.ai/) by the TabArena team as part of the [TabArena Tabular ML IID Study](https://tabarena.ai/data-tabular-ml-iid-study). For more details on the study, see our [paper](https://tabarena.ai/paper-tabular-ml-iid-study). **Dataset Focus**: This dataset shall be used for evaluating predictive machine learning models for independent and identically distributed tabular data. The intended task is classification. --- #### Dataset Metadata - **Licence:** CC BY 4.0 - **Original Data Source:** https://doi.org/10.24432/C5K306 - **Reference (please cite)**: Moro, Sergio, Paulo Cortez, and Paulo Rita. 'A data-driven approach to predict the success of bank telemarketing.' Decision Support Systems 62 (2014): 22-31. https://doi.org/10.1016/j.dss.2014.03.001 - **Dataset Year:** 2012 - **Dataset Description:** see the reference and the original data source for details. #### Curation comments by the TabArena team (for code see the [page of the study](https://tabarena.ai/data-tabular-ml-iid-study)): - We removed the "duration" feature following its original description to obtain a "realistic predictive model". - We further remove the "month" and "day_of_week" features, as they also relate to the last contact -- which is not available in a real-world scenario.