qsar-biodeg

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/C5H60M - **Reference (please cite)**: Mansouri, Kamel, et al. 'Quantitative structureactivity relationship models for ready biodegradability of chemicals.' Journal of chemical information and modeling 53.4 (2013): 867-878. https://doi.org/10.1021/ci4000213 - **Dataset Year:** 2013 - **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 added semantic meaningful feature names. - Anomaly: several features are numeric-ordinal in nature but it is unclear if they are categorical features.