Regularized Random Forest

Feature Selection with Regularized Random Forest. This package is based on the 'randomForest' package by Andy Liaw. The key difference is the RRF() function that builds a regularized random forest. Fortran original by Leo Breiman and Adele Cutler, R port by Andy Liaw and Matthew Wiener, Regularized random forest for classification by Houtao Deng, Regularized random forest for regression by Xin Guan. Reference: Houtao Deng (2013) .


Reference manual

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install.packages("RRF")

1.9.4.1 by Houtao Deng, 2 years ago


https://sites.google.com/site/houtaodeng/rrf


Browse source code at https://github.com/cran/RRF


Authors: Houtao Deng [aut, cre] , Xin Guan [aut] , Andy Liaw [aut] , Leo Breiman [aut] , Adele Cutler [aut]


Documentation:   PDF Manual  


GPL (>= 2) license


Depends on stats

Suggests RColorBrewer, MASS


Imported by CRE, riAFTBART.

Suggested by mlr.


See at CRAN