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>
License: GPL (≥ 3)
NeedsCompilation: no
Materials: NEWS
CRAN checks: inTrees results


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


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