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Nonparametric variable importance assessment using machine learning techniques

In a regression setting, it is often of interest to quantify the importance of various features in predicting the response. Commonly, the variable importance measure used is determined by the regression technique employed. For this reason, practitioners often only resort to one of a few regression t...

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Detalhes bibliográficos
Publicado no:Biometrics
Main Authors: Williamson, Brian D., Gilbert, Peter B., Carone, Marco, Simon, Noah
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7946807/
https://ncbi.nlm.nih.gov/pubmed/33043428
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/biom.13392
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