GiveMeSomeCredit

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:** Public - **Original Data Source:** https://www.kaggle.com/competitions/GiveMeSomeCredit - **Reference (please cite)**: Credit Fusion and Will Cukierski. Give Me Some Credit. https://kaggle.com/competitions/GiveMeSomeCredit, 2011. Kaggle. - **Dataset Year:** 2011 - **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 renamed the target feature and its value to be more descriptive.