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: 1.2
Imports: RRF, arules, gbm, xtable, xgboost, data.table, methods
Published: 2018-03-12
Author: Houtao Deng, Xin Guan, Vadim Khotilovich
Maintainer: Houtao Deng <softwaredeng at gmail.com>
BugReports: https://github.com/softwaredeng/inTrees/issues
License: GPL (≥ 3)
NeedsCompilation: no
Materials: NEWS
CRAN checks: inTrees results

Downloads:

Reference manual: inTrees.pdf
Package source: inTrees_1.2.tar.gz
Windows binaries: r-prerel: inTrees_1.2.zip, r-release: inTrees_1.2.zip, r-oldrel: inTrees_1.2.zip
OS X binaries: r-prerel: inTrees_1.2.tgz, r-release: inTrees_1.2.tgz
Old sources: inTrees archive

Reverse dependencies:

Reverse imports: horserule

Linking:

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