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 uvsq.fr>
License:	GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation:	no
Materials:	README NEWS
CRAN checks:	moreparty results

Documentation:

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

Downloads:

Package source:	moreparty_0.4.tar.gz
Windows binaries:	r-devel: moreparty_0.4.zip, r-release: moreparty_0.4.zip, r-oldrel: moreparty_0.4.zip
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

Linking:

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