A set of functions to support Xiong K, 'Roughened Random Forests for Binary Classification' (2014). The functions include RRFA, RRFB, RRFC1-RRFC7, RRFD and RRFE. RRFB and RRFC6 are usually recommended. RRFB is much faster than RRFC6.

Documentation

Manual: roughrf.pdf
Vignette: None available.

Maintainer: Kuangnan Xiong <kxiong at albany.edu>

Author(s): Kuangnan Xiong

Install package and any missing dependencies by running this line in your R console:

install.packages("roughrf")

Depends R (>= 2.5.0), randomForest, mice, nnet
Imports
Suggests MASS, caTools
Enhances
Linking to
Reverse
depends
Reverse
imports
Reverse
suggests
Reverse
enhances
Reverse
linking to

Package roughrf
Materials
URL http://pqdtopen.proquest.com/pqdtopen/doc/1554346548.html?FMT=ABS
Task Views
Version 1.0
Published 2015-01-29
License GPL (>= 2)
BugReports
SystemRequirements
NeedsCompilation no
Citation
CRAN checks roughrf check results
Package source roughrf_1.0.tar.gz