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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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Bibliografiske detaljer
Udgivet i:Biometrics
Main Authors: Williamson, Brian D., Gilbert, Peter B., Carone, Marco, Simon, Noah
Format: Artigo
Sprog:Inglês
Udgivet: 2020
Fag:
Online adgang: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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