• Medientyp: E-Book; Computerdaten
  • Titel: Experimental Data for the Paper "Finding Optimal Diverse Feature Sets with Alternative Feature Selection" (Version 2)
  • Beteiligte: Bach, Jakob [VerfasserIn]
  • Erschienen: KITopen (Karlsruhe Institute of Technologie), 2024-02-08
  • Sprache: Nicht zu entscheiden
  • DOI: https://doi.org/10.35097/1920
  • Schlagwörter: alternatives ; XAI ; DATA processing & computer science ; feature selection ; explainability ; constraints ; mixed-integer programming ; interpretability
  • Entstehung:
  • Anmerkungen: Diese Datenquelle enthält auch Bestandsnachweise, die nicht zu einem Volltext führen.
  • Beschreibung: These are the experimental data for the second version (v2) of the paper > Bach, Jakob. "Finding Optimal Diverse Feature Sets with Alternative Feature Selection" , published at [arXiv](https://arxiv.org/) in 2024. You can find the paper [here](https://doi.org/10.48550/arXiv.2307.11607) and the code [here](https://github.com/jakob-bach/alternative-feature-selection). See the `README` for details. The datasets used in our study (which we also provide here) originate from [PMLB](https://epistasislab.github.io/pmlb/). The corresponding [GitHub repository](https://github.com/EpistasisLab/pmlb) is MIT-licensed ((c) 2016 Epistasis Lab at UPenn). Please see the file `LICENSE` in the folder `datasets/` for the license text.
  • Zugangsstatus: Freier Zugang