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.
Version: | 1.0 |
Depends: | R (≥ 2.5.0), randomForest, mice, nnet |
Suggests: | MASS, caTools |
Published: | 2015-01-29 |
Author: | Kuangnan Xiong |
Maintainer: | Kuangnan Xiong <kxiong at albany.edu> |
License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
URL: | http://pqdtopen.proquest.com/pqdtopen/doc/1554346548.html?FMT=ABS |
NeedsCompilation: | no |
CRAN checks: | roughrf results |
Reference manual: | roughrf.pdf |
Package source: | roughrf_1.0.tar.gz |
Windows binaries: | r-devel: roughrf_1.0.zip, r-release: roughrf_1.0.zip, r-oldrel: roughrf_1.0.zip |
OS X Mavericks binaries: | r-release: roughrf_1.0.tgz, r-oldrel: roughrf_1.0.tgz |
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