Package: C443 3.4.0

Aniek Sies

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>.

Authors:Aniek Sies [aut, cre], Kristof Meers [ctb], Iven Van Mechelen [ths]

C443_3.4.0.tar.gz
C443_3.4.0.zip(r-4.5)C443_3.4.0.zip(r-4.4)C443_3.4.0.zip(r-4.3)
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C443.pdf |C443.html
C443/json (API)

# Install 'C443' in R:
install.packages('C443', repos = c('https://kuleuven-ppw-okpiv.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/kuleuven-ppw-okpiv/c443/issues

Datasets:
  • drugs - Drug consumption data set

On CRAN:

2.00 score 1 stars 5 scripts 348 downloads 5 exports 48 dependencies

Last updated 2 years agofrom:acb9b60d42. Checks:8 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 10 2025
R-4.5-winOKFeb 10 2025
R-4.5-macOKFeb 10 2025
R-4.5-linuxOKFeb 10 2025
R-4.4-winOKFeb 10 2025
R-4.4-macOKFeb 10 2025
R-4.3-winOKFeb 10 2025
R-4.3-macOKFeb 10 2025

Exports:clusterforestclustersmedoidtreestreesimilaritiestreesource

Dependencies:cliclustercodetoolscolorspacecpp11doParallelfansifarverforeachFormulaggplot2gluegridExtragtableigraphinumisobanditeratorslabelinglatticelibcoinlifecyclemagrittrMASSMatrixmgcvmunsellmvtnormnlmepartykitpillarpkgconfigplyrR6randomForestrangerRColorBrewerRcppRcppEigenrlangrpartscalessurvivaltibbleutf8vctrsviridisLitewithr