moreparty: A Toolbox for Conditional Inference Random Forests

Additions to 'party' package : tools for the interpretation of forests (surrogate trees, prototypes, etc.), feature selection (see Gregorutti et al (2017) <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.

Version: 0.2.1
Depends: R (≥ 3.5.0), party
Imports: partykit, varImp, plyr, foreach, measures, methods, MASS, iml, pdp, vip, ggplot2, rlang
Suggests: doParallel, knitr, rmarkdown, rmdformats, GDAtools, RColorBrewer, caret, pROC, tidyverse, e1071
Published: 2021-07-14
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_0.2.1.tar.gz
Windows binaries: r-devel: moreparty_0.2.1.zip, r-release: moreparty_0.2.1.zip, r-oldrel: moreparty_0.2.1.zip
macOS binaries: r-release (arm64): moreparty_0.2.1.tgz, r-release (x86_64): moreparty_0.2.1.tgz, r-oldrel: moreparty_0.2.1.tgz
Old sources: moreparty archive

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