inTrees (version 1.3)

Interpret Tree Ensembles

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. Reference: Interpreting tree ensembles with inTrees (Houtao Deng, 2019, ).

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Install

install.packages('inTrees')

Monthly Downloads

443

Version

1.3

License

GPL (>= 3)

Maintainer

Last Published

May 31st, 2022

Functions in inTrees (1.3)