Conditional permutation importance revisited

BACKGROUND: Random forest based variable importance measures have become popular tools for assessing the contributions of the predictor variables in a fitted random forest. In this article we reconsider a frequently used variable importance measure, the Conditional Permutation Importance (CPI). We a...

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Detalles Bibliográficos
Autores principales: Debeer, Dries, Strobl, Carolin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Methodology Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7362659/
https://www.ncbi.nlm.nih.gov/pubmed/32664864
http://dx.doi.org/10.1186/s12859-020-03622-2

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7362659/
https://www.ncbi.nlm.nih.gov/pubmed/32664864
http://dx.doi.org/10.1186/s12859-020-03622-2

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