LLpowershap: logistic loss-based automated Shapley values feature selection method
Our results demonstrate that LLpowershap is a viable wrapper feature selection method that can be used for feature selection in large biomedical datasets and other settings.
Authors
- Elina Hyppönen (ORCID: https://orcid.org/0000-0003-3670-9399)
- Iqbal Madakkatel (ORCID: https://orcid.org/0000-0003-2339-5917)
Institutions
- University of South Australia (AU)
- South Australian Health and Medical Research Institute (AU)
Publication Details
- Journal
- BMC Medical Research Methodology
- Published
- 2024-10-24
- DOI
- https://doi.org/10.1186/s12874-024-02370-8
- Citations
- 7
- Primary Topic
- Explainable Artificial Intelligence (XAI)
- Type
- article
- Field-Weighted Citation Impact
- 2.43
Funders
- National Health and Medical Research Council