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 publication2017-03-16 13:24:03 UTC
MaintainerMartin Maechler <maechler@stat.math.ethz.ch>
LicenseGPL (>= 2)
Version2.0.6

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

Functions

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

Files

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/withAutoprint.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.c
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

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