splice

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/C5M888 - **Reference (please cite)**: Towell, Geoffrey G., and Jude W. Shavlik. 'Knowledge-based artificial neural networks.' Artificial intelligence 70.1-2 (1994): 119-165. https://doi.org/10.1016/0004-3702(94)90105-8 - **Dataset Year:** 1991 - **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 tabularized the fixed-size DNA sequences from the original dataset based on the nucleotide position. - We removed the instance ID. - Anomaly: As always, we randomly shuffle the data before uploading. If one would not randomly shuffle the data, there would be a shift based on the original order of data samples.