Why Black Box Machine Learning Should Be Avoided for High-Stakes Decisions, in Brief

2022 article rudin2022blackbox ✓ Confirmed 2025-12-30 (openalex)

All fields match the external database.

Authors

Cynthia Rudin

Venue

Nature Reviews Methods Primers

Citations

Cited in projects (1)

Data Leverage Blogs

BibTeX

Local Entry

@article{rudin2022blackbox,
  title = {Why Black Box Machine Learning Should Be Avoided for High-Stakes Decisions, in Brief},
  author = {Cynthia Rudin},
  year = {2022},
  journal = {Nature Reviews Methods Primers},
  doi = {10.1038/s43586-022-00172-0},
  url = {https://doi.org/10.1038/s43586-022-00172-0}
}

From AUTO:OPENALEX

@article{rudin2022blackbox,
  title = {Why black box machine learning should be avoided for high-stakes decisions, in brief},
  author = {Cynthia Rudin},
  year = {2022},
  journal = {Nature Reviews Methods Primers},
  doi = {10.1038/s43586-022-00172-0}
}