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 <>
LicenseGPL (>= 3)
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:

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inTrees documentation built on May 2, 2019, 4:18 a.m.