itree: Tools for classification and regression trees, with an emphasis on interpretability.

This package is based on the code of the rpart package. It extends rpart by adding additional splitting methods emphasizing interpretable/parsimonious trees. Unless indicated otherwise, it is safe to assume that all functions herein are extensions of or copied directly from similar or nearly identical rpart methods. As such, the authors of rpart are authors of this package as well. However, please direct any error reports or other questions about itree to the maintainer of this package; they are welcome and appreciated.

Getting started

Package details

AuthorAlex Goldstein (itree modifications) Terry Therneau, Beth Atkinson, Brian Ripley (rpart)
MaintainerAlex Goldstein <>
LicenseGPL-2 | GPL-3
Package repositoryView on CRAN
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itree documentation built on May 2, 2019, 7:25 a.m.