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.

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Description file content

Package
inTrees
Title
Interpret Tree Ensembles
Version
1.2
Date
2018-03-10
Imports
RRF, arules, gbm, xtable, xgboost, data.table, methods
Author
Houtao Deng, Xin Guan, Vadim Khotilovich
Maintainer
Houtao Deng
Description
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.
BugReports
https://github.com/softwaredeng/inTrees/issues
License
GPL (>= 3)
Packaged
2018-03-12 04:55:28 UTC; houtaodeng
NeedsCompilation
no
Repository
CRAN
Date/Publication
2018-03-12 05:35:13 UTC

install.packages('inTrees')

1.2

9 months ago

Houtao Deng

GPL (>= 3)

Imports

RRF, arules, gbm, xtable, xgboost, data.table, methods

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