Package: adproclus 2.0.0.9000

adproclus: Additive Profile Clustering Algorithms

Obtain overlapping clustering models for object-by-variable data matrices using the Additive Profile Clustering (ADPROCLUS) method. Also contains the low dimensional ADPROCLUS method for simultaneous dimension reduction and overlapping clustering. For reference see Depril, Van Mechelen, Mirkin (2008) <doi:10.1016/j.csda.2008.04.014> and Depril, Van Mechelen, Wilderjans (2012) <doi:10.1007/s00357-012-9112-5>.

Authors:Henry Heppe [aut, cre, cph], Julian Rossbroich [aut], Jeffrey Durieux [aut], Tom Wilderjans [aut]

adproclus_2.0.0.9000.tar.gz
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adproclus.pdf |adproclus.html
adproclus/json (API)
NEWS

# Install 'adproclus' in R:
install.packages('adproclus', repos = c('https://henry-heppe.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/henry-heppe/adproclus/issues

Datasets:
  • CGdata - Randomly generated data with underlying overlapping clusters.

On CRAN:

Conda:

3.60 score 2 stars 2 scripts 326 downloads 15 exports 123 dependencies

Last updated 8 months agofrom:49cd5134a8. Checks:9 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 16 2025
R-4.5-winOKMar 16 2025
R-4.5-macOKMar 16 2025
R-4.5-linuxOKMar 16 2025
R-4.4-winOKMar 16 2025
R-4.4-macOKMar 16 2025
R-4.4-linuxOKMar 16 2025
R-4.3-winOKMar 16 2025
R-4.3-macOKMar 16 2025

Exports:adpcadproclusadproclus_low_dimcluster_meansget_randomget_rationalget_semirandommselect_adproclusmselect_adproclus_low_dimplot_cluster_networkplot_profilesplot_scree_adpcplot_scree_adpc_preselectedplot_vars_by_compselect_by_CHull

Dependencies:abindaskpassbackportsbase64encbitbit64bslibcachemcheckmateclicliprclustercolorspacecommonmarkcorpcorcorrplotcpp11crayoncrosstalkcurldata.tabledigestdplyrDTevaluatefansifarverfastmapfdrtoolfontawesomeforeignFormulafsgenericsggplot2ggrepelglassoglueGPArotationgridExtragtablegtoolshighrHmischmshtmlTablehtmltoolshtmlwidgetshttpuvhttrigraphisobandjpegjquerylibjsonliteknitrlabelinglaterlatticelavaanlazyevallifecyclemagrittrMASSMatrixmatrixStatsmemoisemgcvmimemnormtmultichullmunsellnlmeNMFNnnetnumDerivopensslpbapplypbivnormpillarpkgconfigplotlyplyrpngprettyunitsprogresspromisespsychpurrrqgraphquadprogR6rappdirsRColorBrewerRcppreadrreshape2rlangrmarkdownrpartrstudioapisassscalesshinyshinythemessourcetoolsstringistringrsystibbletidyrtidyselecttinytextzdbutf8vctrsviridisviridisLitevroomwithrxfunxtableyaml