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To cite package 'ale' in publications use: For the package itself use:
Okoli C (2023). “Statistical inference using machine learning and classical techniques based on accumulated local effects (ALE).” arXiv, 1-30. doi:10.48550/arXiv.2310.09877, https://arxiv.org/abs/2310.09877.
Okoli C (2023). ale: Interpretable Machine Learning and Statistical Inference with Accumulated Local Effects (ALE). R package version 0.3.0, https://CRAN.R-project.org/package=ale.
Corresponding BibTeX entries:
@Article{, title = {Statistical inference using machine learning and classical techniques based on accumulated local effects (ALE)}, author = {Chitu Okoli}, year = {2023}, journal = {arXiv}, doi = {10.48550/arXiv.2310.09877}, url = {https://arxiv.org/abs/2310.09877}, pages = {1-30}, }
@Manual{, title = {ale: Interpretable Machine Learning and Statistical Inference with Accumulated Local Effects (ALE)}, author = {Chitu Okoli}, year = {2023}, note = {R package version 0.3.0}, url = {https://CRAN.R-project.org/package=ale}, }
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.