concrete_compressive_strength

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 regression. --- #### Dataset Metadata - **Licence:** CC BY 4.0 - **Original Data Source:** https://doi.org/10.24432/C5PK67 - **Reference (please cite)**: Yeh, I-C. 'Modeling of strength of high-performance concrete using artificial neural networks.' Cement and Concrete research 28.12 (1998): 1797-1808. https://doi.org/10.1016/S0008-8846(98)00165-3 - **Dataset Year:** 1998 - **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 rename features to be shorter while similar to the original names.