cluster v1.4-1

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by Martin Maechler

Functions for clustering (by Rousseeuw et al.)

Functions for cluster analysis, originally from Peter Rousseeuw, Anja Struyf and Mia Hubert.

Functions in cluster

Name Description
clara.object Clustering Large Applications (CLARA) Object
clara Clustering Large Applications
daisy Dissimilarity Matrix Calculation
lower.to.upper.tri.inds Permute Indices for Triangular Matrices
mona MONothetic Analysis Clustering of Binary Variables
pam Partitioning Around Medoids (PAM)
animals Attributes of Animals
print.fanny Print Method for FANNY Objects
flower Flower Characteristics
print.mona Print Method for MONA Objects
print.clara Print Method for CLARA Objects
clusplot.partition Bivariate Clusplot of a Partitioning Object
print.pam Print Method for PAM Objects
print.dissimilarity Print and Summary Methods for Dissimilarity Objects
ellipsoidhull Compute the Ellipsoid Hull or Spanning Ellipsoid of a Point Set
agnes.object Agglomerative Nesting (AGNES) Object
summary.diana Summary Method for `diana' Objects
xclara Bivariate Data Set with 3 Clusters
volume.ellipsoid Compute the Volume of Planar Object
pltree Clustering Trees - Generic Function
summary.pam Summary Method for PAM Objects
dissimilarity.object Dissimilarity Matrix Object
pam.object Partitioning Around Medoids (PAM) Object
print.diana Print Method for DIANA Objects
plot.agnes Plots of an Agglomerative Hierarchical Clustering
plot.mona Banner of Monothetic Divisive Hierarchical Clusterings
summary.fanny Summary method for `fanny' objects
partition.object Partitioning Object
diana.object Divisive Analysis (DIANA) Object
pluton Isotopic Composition Plutonium Batches
diana DIvisive ANAlysis Clustering
agriculture European Union Agricultural Workforces
summary.agnes Summary method for `agnes' objects
clusplot.default Bivariate Cluster Plot (clusplot) Default Method
votes.repub Votes for Republican Candidate in Presidential Elections
fanny Fuzzy Analysis Clustering
twins.object Hierarchical Clustering Object
ruspini Ruspini Data
cluster-internal Internal cluster functions
sizeDiss Sample Size of Dissimilarity Like Object
summary.clara Summary method for `clara' objects
plot.partition Plot of a Partition of the Data Set
plot.diana Plots of a Divisive Hierarchical Clustering
clusplot Cluster Plot - Generic Function
mona.object Monothetic Analysis (MONA) Object
predict.ellipsoid Predict Method for Ellipsoid Objects
agnes Agglomerative Nesting
print.agnes Print Method for AGNES Objects
fanny.object Fuzzy Analysis (FANNY) Object
summary.mona Summary method for `mona' objects
pltree.twins Clustering Tree of a Hierarchical Clustering
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