cluster: "Finding Groups in Data": Cluster Analysis Extended Rousseeuw et al.

Methods for Cluster analysis. Much extended the original from Peter Rousseeuw, Anja Struyf and Mia Hubert, based on Kaufman and Rousseeuw (1990) "Finding Groups in Data".

AuthorMartin Maechler [aut, cre], Peter Rousseeuw [aut] (Fortran original), Anja Struyf [aut] (S original), Mia Hubert [aut] (S original), Kurt Hornik [trl, ctb] (port to R; maintenance(1999-2000)), Matthias Studer [ctb], Pierre Roudier [ctb], Juan Gonzalez [ctb]
Date of publication2016-10-08 08:19:31
MaintainerMartin Maechler <maechler@stat.math.ethz.ch>
LicenseGPL (>= 2)
Version2.0.5

View on CRAN

Man pages

agnes: Agglomerative Nesting (Hierarchical Clustering)

agnes.object: Agglomerative Nesting (AGNES) Object

agriculture: European Union Agricultural Workforces

animals: Attributes of Animals

bannerplot: Plot Banner (of Hierarchical Clustering)

chorSub: Subset of C-horizon of Kola Data

clara: Clustering Large Applications

clara.object: Clustering Large Applications (CLARA) Object

clusGap: Gap Statistic for Estimating the Number of Clusters

clusplot.default: Bivariate Cluster Plot (clusplot) Default Method

clusplot.partition: Bivariate Cluster Plot (of a Partitioning Object)

cluster-internal: Internal cluster functions

coef.hclust: Agglomerative / Divisive Coefficient for 'hclust' Objects

daisy: Dissimilarity Matrix Calculation

diana: DIvisive ANAlysis Clustering

dissimilarity.object: Dissimilarity Matrix Object

ellipsoidhull: Compute the Ellipsoid Hull or Spanning Ellipsoid of a Point...

fanny: Fuzzy Analysis Clustering

fanny.object: Fuzzy Analysis (FANNY) Object

flower: Flower Characteristics

lower.to.upper.tri.inds: Permute Indices for Triangular Matrices

mona: MONothetic Analysis Clustering of Binary Variables

mona.object: Monothetic Analysis (MONA) Object

pam: Partitioning Around Medoids

pam.object: Partitioning Around Medoids (PAM) Object

partition.object: Partitioning Object

plantTraits: Plant Species Traits Data

plot.agnes: Plots of an Agglomerative Hierarchical Clustering

plot.diana: Plots of a Divisive Hierarchical Clustering

plot.mona: Banner of Monothetic Divisive Hierarchical Clusterings

plot.partition: Plot of a Partition of the Data Set

pltree: Plot Clustering Tree of a Hierarchical Clustering

pluton: Isotopic Composition Plutonium Batches

predict.ellipsoid: Predict Method for Ellipsoid Objects

print.agnes: Print Method for AGNES Objects

print.clara: Print Method for CLARA Objects

print.diana: Print Method for DIANA Objects

print.dissimilarity: Print and Summary Methods for Dissimilarity Objects

print.fanny: Print and Summary Methods for FANNY Objects

print.mona: Print Method for MONA Objects

print.pam: Print Method for PAM Objects

ruspini: Ruspini Data

silhouette: Compute or Extract Silhouette Information from Clustering

sizeDiss: Sample Size of Dissimilarity Like Object

summary.agnes: Summary Method for 'agnes' Objects

summary.clara: Summary Method for 'clara' Objects

summary.diana: Summary Method for 'diana' Objects

summary.mona: Summary Method for 'mona' Objects

summary.pam: Summary Method for PAM Objects

twins.object: Hierarchical Clustering Object

volume.ellipsoid: Compute the Volume of Planar Object

votes.repub: Votes for Republican Candidate in Presidential Elections

xclara: Bivariate Data Set with 3 Clusters

Files in this package

cluster
cluster/po
cluster/po/update-me.sh
cluster/po/R-fr.po
cluster/po/de.po
cluster/po/R-de.po
cluster/po/ko.po
cluster/po/R-en@quot.po
cluster/po/cluster.pot
cluster/po/R-cluster.pot
cluster/po/R-pl.po
cluster/po/R-ko.po
cluster/inst
cluster/inst/po
cluster/inst/po/pl
cluster/inst/po/pl/LC_MESSAGES
cluster/inst/po/pl/LC_MESSAGES/R-cluster.mo
cluster/inst/po/en@quot
cluster/inst/po/en@quot/LC_MESSAGES
cluster/inst/po/en@quot/LC_MESSAGES/cluster.mo
cluster/inst/po/en@quot/LC_MESSAGES/R-cluster.mo
cluster/inst/po/ko
cluster/inst/po/ko/LC_MESSAGES
cluster/inst/po/ko/LC_MESSAGES/cluster.mo
cluster/inst/po/ko/LC_MESSAGES/R-cluster.mo
cluster/inst/po/fr
cluster/inst/po/fr/LC_MESSAGES
cluster/inst/po/fr/LC_MESSAGES/R-cluster.mo
cluster/inst/po/de
cluster/inst/po/de/LC_MESSAGES
cluster/inst/po/de/LC_MESSAGES/cluster.mo
cluster/inst/po/de/LC_MESSAGES/R-cluster.mo
cluster/inst/CITATION
cluster/inst/NEWS.Rd
cluster/tests
cluster/tests/mona.Rout.save
cluster/tests/ellipsoid-ex.Rout.save
cluster/tests/daisy-ex.Rout.save
cluster/tests/clara.Rout.save
cluster/tests/diana-boots.R
cluster/tests/silhouette-default.R
cluster/tests/agnes-ex.R
cluster/tests/ellipsoid-ex.R
cluster/tests/diana-ex.Rout.save
cluster/tests/clara-ex.R
cluster/tests/silhouette-default.Rout.save
cluster/tests/clusplot-out.Rout.save
cluster/tests/mona.R
cluster/tests/agnes-ex.Rout.save
cluster/tests/pam.R
cluster/tests/clara-NAs.R
cluster/tests/clara.R
cluster/tests/fanny-ex.R
cluster/tests/daisy-ex.R
cluster/tests/pam.Rout.save
cluster/tests/clusplot-out.R
cluster/tests/clara-NAs.Rout.save
cluster/tests/sweep-ex.R
cluster/tests/diana-ex.R
cluster/src
cluster/src/spannel.c
cluster/src/pam.c
cluster/src/sildist.c
cluster/src/daisy.f
cluster/src/mona.f
cluster/src/fanny.c
cluster/src/cluster.h
cluster/src/clara.c
cluster/src/twins.c
cluster/src/dysta.f
cluster/src/ind_2.h
cluster/src/init.c
cluster/NAMESPACE
cluster/data
cluster/data/agriculture.tab
cluster/data/ruspini.tab
cluster/data/plantTraits.rda
cluster/data/chorSub.rda
cluster/data/flower.R
cluster/data/xclara.rda
cluster/data/animals.tab
cluster/data/pluton.tab
cluster/data/votes.repub.tab
cluster/PORTING
cluster/R
cluster/R/clusGap.R
cluster/R/fanny.q
cluster/R/0aaa.R
cluster/R/plothier.q
cluster/R/plotpart.q
cluster/R/ellipsoidhull.R
cluster/R/pam.q
cluster/R/coef.R
cluster/R/daisy.q
cluster/R/internal.R
cluster/R/diana.q
cluster/R/mona.q
cluster/R/clara.q
cluster/R/silhouette.R
cluster/R/agnes.q
cluster/R/zzz.R
cluster/MD5
cluster/README
cluster/DESCRIPTION
cluster/ChangeLog
cluster/man
cluster/man/print.clara.Rd cluster/man/agnes.Rd cluster/man/plot.partition.Rd cluster/man/plantTraits.Rd cluster/man/mona.object.Rd cluster/man/chorSub.Rd cluster/man/pluton.Rd cluster/man/lower.to.upper.tri.inds.Rd cluster/man/clusplot.partition.Rd cluster/man/summary.mona.Rd cluster/man/agnes.object.Rd cluster/man/bannerplot.Rd cluster/man/plot.mona.Rd cluster/man/agriculture.Rd cluster/man/clara.object.Rd cluster/man/silhouette.Rd cluster/man/cluster-internal.Rd cluster/man/print.pam.Rd cluster/man/daisy.Rd cluster/man/partition.object.Rd cluster/man/plot.diana.Rd cluster/man/pam.Rd cluster/man/print.mona.Rd cluster/man/volume.ellipsoid.Rd cluster/man/plot.agnes.Rd cluster/man/clusGap.Rd cluster/man/print.dissimilarity.Rd cluster/man/animals.Rd cluster/man/predict.ellipsoid.Rd cluster/man/pam.object.Rd cluster/man/flower.Rd cluster/man/summary.agnes.Rd cluster/man/fanny.object.Rd cluster/man/print.agnes.Rd cluster/man/summary.diana.Rd cluster/man/ellipsoidhull.Rd cluster/man/print.diana.Rd cluster/man/votes.repub.Rd cluster/man/dissimilarity.object.Rd cluster/man/summary.clara.Rd cluster/man/summary.pam.Rd cluster/man/clara.Rd cluster/man/xclara.Rd cluster/man/coef.hclust.Rd cluster/man/pltree.Rd cluster/man/clusplot.default.Rd cluster/man/print.fanny.Rd cluster/man/sizeDiss.Rd cluster/man/fanny.Rd cluster/man/twins.object.Rd cluster/man/diana.Rd cluster/man/ruspini.Rd cluster/man/mona.Rd
cluster/INDEX

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

All documentation is copyright its authors; we didn't write any of that.