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cluster (version 2.0.5)

"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

51,217

Version

2.0.5

License

GPL (>= 2)

Maintainer

Martin Maechler

Last Published

October 8th, 2016

Functions in cluster (2.0.5)

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