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> |
| License: | GPL (≥ 3) |
| URL: | https://sites.google.com/site/houtaodeng/intrees |
| NeedsCompilation: | no |
| Materials: | NEWS |
| CRAN checks: | inTrees results |
| 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 |
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