superconductivity

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/C53P47 - **Reference (please cite)**: Hamidieh, Kam. 'A data-driven statistical model for predicting the critical temperature of a superconductor.' Computational Materials Science 154 (2018): 346-354. https://doi.org/10.1016/j.commatsci.2018.07.052 - **Dataset Year:** 2018 - **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)): - Anomaly: the data has a lot of duplicates (29%) when ignoring the target feature