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cluster (version 2.0.2)

"Finding Groups in Data": Cluster Analysis Extended Rousseeuw et al.

Description

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".

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Version

Install

install.packages('cluster')

Monthly Downloads

87,493

Version

2.0.2

License

GPL (>= 2)

Maintainer

Martin Maechler

Last Published

June 19th, 2015

Functions in cluster (2.0.2)

bannerplot

Plot Banner (of Hierarchical Clustering)
clusplot

Bivariate Cluster Plot (of a Partitioning Object)
coef.hclust

Agglomerative / Divisive Coefficient for 'hclust' Objects
votes.repub

Votes for Republican Candidate in Presidential Elections
ruspini

Ruspini Data
volume.ellipsoid

Compute the Volume of Planar Object
agriculture

European Union Agricultural Workforces
lower.to.upper.tri.inds

Permute Indices for Triangular Matrices
clusplot.default

Bivariate Cluster Plot (clusplot) Default Method
flower

Flower Characteristics
diana

DIvisive ANAlysis Clustering
cluster-internal

Internal cluster functions
agnes.object

Agglomerative Nesting (AGNES) Object
plot.diana

Plots of a Divisive Hierarchical Clustering
clara.object

Clustering Large Applications (CLARA) Object
print.agnes

Print Method for AGNES Objects
print.fanny

Print and Summary Methods for FANNY Objects
animals

Attributes of Animals
pluton

Isotopic Composition Plutonium Batches
chorSub

Subset of C-horizon of Kola Data
print.diana

Print Method for DIANA Objects
sizeDiss

Sample Size of Dissimilarity Like Object
twins.object

Hierarchical Clustering Object
summary.diana

Summary Method for `diana' Objects
silhouette

Compute or Extract Silhouette Information from Clustering
summary.pam

Summary Method for PAM Objects
pam.object

Partitioning Around Medoids (PAM) Object
summary.clara

Summary Method for `clara' Objects
print.dissimilarity

Print and Summary Methods for Dissimilarity Objects
dissimilarity.object

Dissimilarity Matrix Object
fanny

Fuzzy Analysis Clustering
plot.partition

Plot of a Partition of the Data Set
plantTraits

Plant Species Traits Data
xclara

Bivariate Data Set with 3 Clusters
clusGap

Gap Statistic for Estimating the Number of Clusters
mona

MONothetic Analysis Clustering of Binary Variables
fanny.object

Fuzzy Analysis (FANNY) Object
print.pam

Print Method for PAM Objects
summary.mona

Summary Method for `mona' Objects
summary.agnes

Summary Method for `agnes' Objects
pam

Partitioning Around Medoids
plot.agnes

Plots of an Agglomerative Hierarchical Clustering
clara

Clustering Large Applications
partition.object

Partitioning Object
print.clara

Print Method for CLARA Objects
ellipsoidhull

Compute the Ellipsoid Hull or Spanning Ellipsoid of a Point Set
pltree

Plot Clustering Tree of a Hierarchical Clustering
mona.object

Monothetic Analysis (MONA) Object
print.mona

Print Method for MONA Objects
plot.mona

Banner of Monothetic Divisive Hierarchical Clusterings
daisy

Dissimilarity Matrix Calculation
agnes

Agglomerative Nesting (Hierarchical Clustering)
predict.ellipsoid

Predict Method for Ellipsoid Objects