Bioresponse

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 Domain - **Original Data Source:** https://www.kaggle.com/c/bioresponse - **Reference (please cite)**: Ben Hamner, dcthompson, and Jorg. Predicting a Biological Response. https://kaggle.com/competitions/bioresponse, 2012. Kaggle. - **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 only use the training data from Kaggle. - Anomaly: all feature represent molecular descriptors but we do not have more semantic information. - Anomaly: a large amount of the features (D953-D1776) are sparsely binary encoded variables.