cluster v2.0.5

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

Date 2016-09-16
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 2016-10-07 09:47:50 UTC; maechler
Repository CRAN
Date/Publication 2016-10-08 08:19:31

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