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.

Getting started

Package details

AuthorHoutao Deng, Xin Guan, Vadim Khotilovich
MaintainerHoutao Deng <[email protected]>
LicenseGPL (>= 3)
Package repositoryView on CRAN
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inTrees documentation built on March 18, 2018, 1:54 p.m.