moreparty: A Toolbox for Conditional Inference Trees and Random Forests

Additions to 'party' and 'partykit' packages : tools for the interpretation of forests (surrogate trees, prototypes, etc.), feature selection (see Gregorutti et al (2017) <doi:10.48550/arXiv.1310.5726>, Hapfelmeier and Ulm (2013) <doi:10.1016/j.csda.2012.09.020>, Altmann et al (2010) <doi:10.1093/bioinformatics/btq134>) and parallelized versions of conditional forest and variable importance functions. Also modules and a shiny app for conditional inference trees.

Version: 0.4
Depends: R (≥ 3.5.0), party
Imports: partykit, varImp, plyr, foreach, measures, methods, MASS, iml, pdp, vip (≥ 0.4.1), ggplot2, rlang, shiny, shinyWidgets, rclipboard, DT, datamods, phosphoricons
Suggests: doParallel, knitr, rmarkdown, rmdformats, descriptio, RColorBrewer, caret, pROC, dplyr, e1071
Published: 2023-11-22
DOI: 10.32614/CRAN.package.moreparty
Author: Nicolas Robette
Maintainer: Nicolas Robette <nicolas.robette at>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
Materials: README NEWS
CRAN checks: moreparty results


Reference manual: moreparty.pdf
Vignettes: [en] An example of recursive partitioning with Titanic data


Package source: moreparty_0.4.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): moreparty_0.4.tgz, r-oldrel (arm64): moreparty_0.4.tgz, r-release (x86_64): moreparty_0.4.tgz, r-oldrel (x86_64): moreparty_0.4.tgz
Old sources: moreparty archive


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