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]

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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'))

Peer review:

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

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

On CRAN:

3.78 score 2 stars 2 scripts 328 downloads 15 exports 123 dependencies

Last updated 3 months agofrom:49cd5134a8. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 16 2024
R-4.5-winOKNov 16 2024
R-4.5-linuxOKNov 16 2024
R-4.4-winOKNov 16 2024
R-4.4-macOKNov 16 2024
R-4.3-winOKNov 16 2024
R-4.3-macOKNov 16 2024

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