inTrees: Interpret Tree Ensembles

For tree ensembles such as random forests, regularized random forests and gradient boosted trees, this package provides functions for: extracting, measuring and pruning rules; selecting a compact rule set; summarizing rules into a learner; calculating frequent variable interactions; formatting rules in latex code.

Version: 1.1
Imports: RRF, arules, gbm, xtable
Published: 2014-07-25
Author: Houtao Deng
Maintainer: Houtao Deng <softwaredeng at gmail.com>
BugReports: NA
License: GPL (≥ 3)
URL: https://sites.google.com/site/houtaodeng/intrees
NeedsCompilation: no
Materials: NEWS
CRAN checks: inTrees results

Downloads:

Reference manual: inTrees.pdf
Package source: inTrees_1.1.tar.gz
Windows binaries: r-devel: inTrees_1.1.zip, r-release: inTrees_1.1.zip, r-oldrel: inTrees_1.1.zip
OS X Mavericks binaries: r-release: inTrees_1.1.tgz, r-oldrel: inTrees_1.1.tgz
Old sources: inTrees archive