cluster v2.0.6

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by Martin Maechler

"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".

Functions in cluster

Name Description
clusGap Gap Statistic for Estimating the Number of Clusters
mona.object Monothetic Analysis (MONA) Object
summary.pam Summary Method for PAM Objects
pam Partitioning Around Medoids
twins.object Hierarchical Clustering Object
bannerplot Plot Banner (of Hierarchical Clustering)
chorSub Subset of C-horizon of Kola Data
diana DIvisive ANAlysis Clustering
dissimilarity.object Dissimilarity Matrix Object
partition.object Partitioning Object
pam.object Partitioning Around Medoids (PAM) Object
print.fanny Print and Summary Methods for FANNY Objects
print.mona Print Method for MONA Objects
agnes Agglomerative Nesting (Hierarchical Clustering)
clusplot Bivariate Cluster Plot (of a Partitioning Object)
agnes.object Agglomerative Nesting (AGNES) Object
clusplot.default Bivariate Cluster Plot (clusplot) Default Method
clara Clustering Large Applications
cluster-internal Internal cluster functions
plot.diana Plots of a Divisive Hierarchical Clustering
plot.mona Banner of Monothetic Divisive Hierarchical Clusterings
print.diana Print Method for DIANA Objects
print.dissimilarity Print and Summary Methods for Dissimilarity Objects
silhouette Compute or Extract Silhouette Information from Clustering
coef.hclust Agglomerative / Divisive Coefficient for 'hclust' Objects
clara.object Clustering Large Applications (CLARA) Object
daisy Dissimilarity Matrix Calculation
plantTraits Plant Species Traits Data
plot.agnes Plots of an Agglomerative Hierarchical Clustering
print.agnes Print Method for AGNES Objects
summary.diana Summary Method for `diana' Objects
print.clara Print Method for CLARA Objects
summary.mona Summary Method for `mona' Objects
volume.ellipsoid Compute the Volume of Planar Object
votes.repub Votes for Republican Candidate in Presidential Elections
sizeDiss Sample Size of Dissimilarity Like Object
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
summary.agnes Summary Method for `agnes' Objects
plot.partition Plot of a Partition of the Data Set
pltree Plot Clustering Tree of a Hierarchical Clustering
agriculture European Union Agricultural Workforces
animals Attributes of Animals
ellipsoidhull Compute the Ellipsoid Hull or Spanning Ellipsoid of a Point Set
fanny Fuzzy Analysis Clustering
predict.ellipsoid Predict Method for Ellipsoid Objects
pluton Isotopic Composition Plutonium Batches
xclara Bivariate Data Set with 3 Clusters
summary.clara Summary Method for `clara' Objects
print.pam Print Method for PAM Objects
ruspini Ruspini Data
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Details

Date 2017-03-10
Priority recommended
SuggestsNote two small examples using MASS' cov.rob() and mvrnorm()
LazyLoad yes
LazyData yes
ByteCompile yes
BuildResaveData no
License GPL (>= 2)
NeedsCompilation yes
Packaged 2017-03-10 09:25:12 UTC; maechler
Repository CRAN
Date/Publication 2017-03-16 13:24:03 UTC

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