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".

Author
Martin 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 publication
2016-10-08 08:19:31
Maintainer
Martin Maechler <maechler@stat.math.ethz.ch>
License
GPL (>= 2)
Version
2.0.5

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