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 [issues need fixing before 2025-09-03] |
Reference manual: | moreparty.html , moreparty.pdf |
Vignettes: |
[en] An example of recursive partitioning with Titanic data (source, R code) |
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 |
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