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
NeedsCompilation: no
Packaged: 2024-03-06 13:01:26 UTC; adrien
Author: Adrien Ehrhardt [aut, cre]
Repository: CRAN
Date/Publication: 2024-03-06 13:20:02 UTC
