Importance Measure and Selection for Groups of Variables with Random Forests

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Description

Variable selection tools for groups of variables and multivariate functional data based on a new grouped variable importance with Random Forests.

Details

Package: RFgroove
Type: Package
Version: 1.1
Date: 2016-03-16
License: GPL (>=2.0)

Author(s)

Baptiste Gregorutti Maintainer: Baptiste Gregorutti <baptiste.gregorutti@safety-line.fr>

References

Gregorutti, B., Michel, B. and Saint Pierre, P. (2015). Grouped variable importance with random forests and application to multiple functional data analysis, Computational Statistics and Data Analysis 90, 15-35.