C443: See a Forest for the Trees

Get insight into a forest of classification trees, by calculating similarities between the trees, and subsequently clustering them. Each cluster is represented by it's most central cluster member. The package implements the methodology described in Sies & Van Mechelen (2020) <doi:10.1007/s00357-019-09350-4>.

Version: 3.4.0
Imports: MASS, partykit, rpart, RColorBrewer, grDevices, gridExtra, ggplot2, cluster, parallel, foreach, igraph, stats, graphics, plyr, ranger, randomForest, methods, doParallel
Published: 2023-06-21
DOI: 10.32614/CRAN.package.C443
Author: Aniek Sies [aut, cre], Kristof Meers [ctb], Iven Van Mechelen [ths]
Maintainer: Aniek Sies <aniek.sies at kuleuven.be>
BugReports: https://github.com/KULeuven-PPW-OKPIV/C443/issues
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL: https://github.com/KULeuven-PPW-OKPIV/C443
NeedsCompilation: no
CRAN checks: C443 results

Documentation:

Reference manual: C443.pdf

Downloads:

Package source: C443_3.4.0.tar.gz
Windows binaries: r-devel: C443_3.4.0.zip, r-release: C443_3.4.0.zip, r-oldrel: C443_3.4.0.zip
macOS binaries: r-release (arm64): C443_3.4.0.tgz, r-oldrel (arm64): C443_3.4.0.tgz, r-release (x86_64): C443_3.4.0.tgz, r-oldrel (x86_64): C443_3.4.0.tgz
Old sources: C443 archive

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