cluster: "Finding Groups in Data": Cluster Analysis Extended Rousseeuw et al.
Version 2.0.6

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".

Browse man pages Browse package API and functions Browse package files

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 publication2017-03-16 13:24:03 UTC
MaintainerMartin Maechler <maechler@stat.math.ethz.ch>
LicenseGPL (>= 2)
Version2.0.6
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("cluster")

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

Functions

agnes Man page Source code
agnes.object Man page
agriculture Man page
animals Man page
as.dendrogram.twins Source code
as.membership Source code
bannerplot Man page Source code
chorSub Man page
clara Man page Source code
clara.object Man page
clusGap Man page Source code
clusplot Man page Source code
clusplot.default Man page Source code
clusplot.partition Man page Source code
coef.hclust Man page Source code
coef.twins Man page Source code
coefHier Man page Source code
daisy Man page Source code
diana Man page Source code
diana.object Man page
dissimilarity.object Man page
doExtras Source code
ellipsoidPoints Man page Source code
ellipsoidhull Man page Source code
fanny Man page Source code
fanny.object Man page
flower Man page
lower.to.upper.tri.inds Man page Source code
maxSE Man page Source code
meanabsdev Man page Source code
mkCheckX Source code
mona Man page Source code
mona.object Man page
onUnload Source code
pam Man page Source code
pam.object Man page
partition Man page
partition.object Man page
plantTraits Man page
plot.agnes Man page Source code
plot.clusGap Man page Source code
plot.diana Man page Source code
plot.mona Man page Source code
plot.partition Man page Source code
plot.silhouette Man page Source code
pltree Man page Source code
pltree.twins Man page Source code
pluton Man page
predict.ellipsoid Man page Source code
print.agnes Man page Source code
print.clara Man page Source code
print.clusGap Man page Source code
print.diana Man page Source code
print.dissimilarity Man page Source code
print.ellipsoid Man page Source code
print.fanny Man page Source code Source code
print.mona Man page Source code
print.pam Man page Source code Source code
print.summary.agnes Man page Source code
print.summary.clara Man page Source code
print.summary.diana Man page Source code
print.summary.dissimilarity Man page Source code
print.summary.fanny Man page Source code
print.summary.mona Man page Source code
print.summary.pam Man page Source code
print.summary.silhouette Man page Source code
ruspini Man page
silhouette Man page Source code
silhouette.clara Man page Source code
silhouette.default Man page Source code
silhouette.default.R Source code
silhouette.partition Man page Source code
sizeDiss Man page Source code
sortSilhouette Man page Source code
summary.agnes Man page Source code
summary.clara Man page Source code
summary.diana Man page Source code
summary.dissimilarity Man page Source code
summary.fanny Man page Source code
summary.mona Man page Source code
summary.pam Man page Source code
summary.silhouette Man page Source code
toCrisp Source code
twins Man page
twins.object Man page
upper.to.lower.tri.inds Man page Source code
volume Man page Source code
volume.ellipsoid Man page Source code
votes.repub Man page
xclara Man page

Files

po
po/update-me.sh
po/R-fr.po
po/de.po
po/R-de.po
po/ko.po
po/R-en@quot.po
po/cluster.pot
po/R-cluster.pot
po/R-pl.po
po/R-ko.po
inst
inst/po
inst/po/pl
inst/po/pl/LC_MESSAGES
inst/po/pl/LC_MESSAGES/R-cluster.mo
inst/po/en@quot
inst/po/en@quot/LC_MESSAGES
inst/po/en@quot/LC_MESSAGES/cluster.mo
inst/po/en@quot/LC_MESSAGES/R-cluster.mo
inst/po/ko
inst/po/ko/LC_MESSAGES
inst/po/ko/LC_MESSAGES/cluster.mo
inst/po/ko/LC_MESSAGES/R-cluster.mo
inst/po/fr
inst/po/fr/LC_MESSAGES
inst/po/fr/LC_MESSAGES/R-cluster.mo
inst/po/de
inst/po/de/LC_MESSAGES
inst/po/de/LC_MESSAGES/cluster.mo
inst/po/de/LC_MESSAGES/R-cluster.mo
inst/CITATION
inst/NEWS.Rd
tests
tests/mona.Rout.save
tests/ellipsoid-ex.Rout.save
tests/daisy-ex.Rout.save
tests/clara.Rout.save
tests/diana-boots.R
tests/silhouette-default.R
tests/withAutoprint.R
tests/agnes-ex.R
tests/ellipsoid-ex.R
tests/diana-ex.Rout.save
tests/clara-ex.R
tests/silhouette-default.Rout.save
tests/clusplot-out.Rout.save
tests/mona.R
tests/agnes-ex.Rout.save
tests/pam.R
tests/clara-NAs.R
tests/clara.R
tests/fanny-ex.R
tests/daisy-ex.R
tests/pam.Rout.save
tests/clusplot-out.R
tests/clara-NAs.Rout.save
tests/sweep-ex.R
tests/diana-ex.R
src
src/spannel.c
src/pam.c
src/sildist.c
src/daisy.f
src/mona.c
src/fanny.c
src/cluster.h
src/clara.c
src/twins.c
src/dysta.f
src/ind_2.h
src/init.c
NAMESPACE
data
data/agriculture.tab
data/ruspini.tab
data/plantTraits.rda
data/chorSub.rda
data/flower.R
data/xclara.rda
data/animals.tab
data/pluton.tab
data/votes.repub.tab
PORTING
R
R/clusGap.R
R/fanny.q
R/0aaa.R
R/plothier.q
R/plotpart.q
R/ellipsoidhull.R
R/pam.q
R/coef.R
R/daisy.q
R/internal.R
R/diana.q
R/mona.q
R/clara.q
R/silhouette.R
R/agnes.q
R/zzz.R
MD5
README
DESCRIPTION
ChangeLog
man
man/print.clara.Rd
man/agnes.Rd
man/plot.partition.Rd
man/plantTraits.Rd
man/mona.object.Rd
man/chorSub.Rd
man/pluton.Rd
man/lower.to.upper.tri.inds.Rd
man/clusplot.partition.Rd
man/summary.mona.Rd
man/agnes.object.Rd
man/bannerplot.Rd
man/plot.mona.Rd
man/agriculture.Rd
man/clara.object.Rd
man/silhouette.Rd
man/cluster-internal.Rd
man/print.pam.Rd
man/daisy.Rd
man/partition.object.Rd
man/plot.diana.Rd
man/pam.Rd
man/print.mona.Rd
man/volume.ellipsoid.Rd
man/plot.agnes.Rd
man/clusGap.Rd
man/print.dissimilarity.Rd
man/animals.Rd
man/predict.ellipsoid.Rd
man/pam.object.Rd
man/flower.Rd
man/summary.agnes.Rd
man/fanny.object.Rd
man/print.agnes.Rd
man/summary.diana.Rd
man/ellipsoidhull.Rd
man/print.diana.Rd
man/votes.repub.Rd
man/dissimilarity.object.Rd
man/summary.clara.Rd
man/summary.pam.Rd
man/clara.Rd
man/xclara.Rd
man/coef.hclust.Rd
man/pltree.Rd
man/clusplot.default.Rd
man/print.fanny.Rd
man/sizeDiss.Rd
man/fanny.Rd
man/twins.object.Rd
man/diana.Rd
man/ruspini.Rd
man/mona.Rd
INDEX
cluster documentation built on May 20, 2017, 5:43 a.m.