Feature selection strategies: a comparative analysis of SHAP-value and importance-based methods

Huanjing Wang, Qianxin Liang, John T. Hancock, Taghi M. Khoshgoftaar. Feature selection strategies: a comparative analysis of SHAP-value and importance-based methods. J. Big Data, 11(1):44, December 2024. [doi]

@article{WangLHK24,
  title = {Feature selection strategies: a comparative analysis of SHAP-value and importance-based methods},
  author = {Huanjing Wang and Qianxin Liang and John T. Hancock and Taghi M. Khoshgoftaar},
  year = {2024},
  month = {December},
  doi = {10.1186/s40537-024-00905-w},
  url = {https://doi.org/10.1186/s40537-024-00905-w},
  researchr = {https://researchr.org/publication/WangLHK24},
  cites = {0},
  citedby = {0},
  journal = {J. Big Data},
  volume = {11},
  number = {1},
  pages = {44},
}