CRAN/E | glmtree

glmtree

Logistic Regression Trees

Installation

About

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) .

Citation glmtree citation info
adimajo.github.io
Bug report File report

Key Metrics

Version 0.3.1
Published 2024-03-06 57 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks glmtree results

Downloads

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Last 365 days 2.593 -10%

Maintainer

Maintainer

Adrien Ehrhardt

adrien.ehrhardt@centraliens-lille.org

Authors

Adrien Ehrhardt

aut / cre

Material

Reference manual
Package source

Vignettes

'glmtree' package

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

glmtree archive

Imports

partykit
magrittr
methods
dplyr
caret

Suggests

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