Zelazny7/rulefit: Create a Simple Combination of Rules From a Tree Ensemble
Version 0.1.0

RuleFit uses an existing tree ensemble model as its input predictors. It first converts the ensemble into a series of rules corresponding to terminal nodes. It then fits a regularized regression model on these rules to produce a simpler model without sacrificing much, if any, performance.

Getting started

Package details

AuthorEric E Graves
MaintainerEric E Graves <[email protected]>
LicenseProprietary
Version0.1.0
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("devtools")
library(devtools)
install_github("Zelazny7/rulefit")
Zelazny7/rulefit documentation built on July 20, 2017, 12:13 a.m.