rfPermute: Estimate Permutation p-Values for Random Forest Importance Metrics

Estimate significance of importance metrics for a Random Forest model by permuting the response variable. Produces null distribution of importance metrics for each predictor variable and p-value of observed. Provides summary and visualization functions for 'randomForest' results.

AuthorEric Archer [aut, cre]
Date of publication2016-10-03 22:44:41
MaintainerEric Archer <eric.archer@noaa.gov>
LicenseGPL (>= 2)
Version2.1.5
https://github.com/EricArcher/rfPermute

View on CRAN

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

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