adimajo/glmtree: Logistic Regression Trees

A logistic regression tree is a decision tree with logistic regressions at its leaves. A particular stochastic expectation maximization algorithm is used to draw a few good trees, that are then assessed via the user's criterion of choice among BIC / AIC / test set Gini. The formal development is given in a PhD chapter, see Ehrhardt (2019) <https://github.com/adimajo/manuscrit_these/releases/>.

Getting started

Package details

MaintainerAdrien Ehrhardt <adrien.ehrhardt@centraliens-lille.org>
LicenseGPL (>= 2)
Version0.3.1
URL https://adimajo.github.io
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("adimajo/glmtree")
adimajo/glmtree documentation built on March 6, 2024, 9:15 a.m.