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DESCRIPTION
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DESCRIPTION
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Package: glmtree
Type: Package
Title: Logistic Regression Trees
Version: 0.3.1
Date: 2024-03-05
Authors@R: c(person("Adrien", "Ehrhardt", email = "adrien.ehrhardt@centraliens-lille.org",
role = c("aut", "cre")))
Maintainer: Adrien Ehrhardt <adrien.ehrhardt@centraliens-lille.org>
Description: 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/>.
License: GPL (>= 2)
Encoding: UTF-8
Imports:
partykit,
magrittr,
methods,
dplyr,
caret
Suggests:
FactoMineR,
knitr,
testthat,
covr,
rmarkdown
URL: https://adimajo.github.io
BugReports: https://github.com/adimajo/glmtree/issues
VignetteBuilder: knitr
RoxygenNote: 7.3.1