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cluster (version 2.0.7-1)

"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

63,137

Version

2.0.7-1

License

GPL (>= 2)

Maintainer

Martin Maechler

Last Published

April 9th, 2018

Functions in cluster (2.0.7-1)

pam.object

Partitioning Around Medoids (PAM) Object
cluster-internal

Internal cluster functions
plot.diana

Plots of a Divisive Hierarchical Clustering
twins.object

Hierarchical Clustering Object
pluton

Isotopic Composition Plutonium Batches
print.fanny

Print and Summary Methods for FANNY Objects
summary.mona

Summary Method for `mona' Objects
print.mona

Print Method for MONA Objects
summary.pam

Summary Method for PAM Objects
predict.ellipsoid

Predict Method for Ellipsoid Objects
mona.object

Monothetic Analysis (MONA) Object
print.clara

Print Method for CLARA Objects
pam

Partitioning Around Medoids
mona

MONothetic Analysis Clustering of Binary Variables
plot.mona

Banner of Monothetic Divisive Hierarchical Clusterings
xclara

Bivariate Data Set with 3 Clusters
print.agnes

Print Method for AGNES Objects
lower.to.upper.tri.inds

Permute Indices for Triangular Matrices
summary.diana

Summary Method for `diana' Objects
partition.object

Partitioning Object
plantTraits

Plant Species Traits Data
print.diana

Print Method for DIANA Objects
plot.agnes

Plots of an Agglomerative Hierarchical Clustering
plot.partition

Plot of a Partition of the Data Set
print.pam

Print Method for PAM Objects
pltree

Plot Clustering Tree of a Hierarchical Clustering
summary.agnes

Summary Method for `agnes' Objects
summary.clara

Summary Method for `clara' Objects
print.dissimilarity

Print and Summary Methods for Dissimilarity Objects
ruspini

Ruspini Data
sizeDiss

Sample Size of Dissimilarity Like Object
silhouette

Compute or Extract Silhouette Information from Clustering
volume.ellipsoid

Compute the Volume of Planar Object
votes.repub

Votes for Republican Candidate in Presidential Elections
bannerplot

Plot Banner (of Hierarchical Clustering)
animals

Attributes of Animals
chorSub

Subset of C-horizon of Kola Data
agriculture

European Union Agricultural Workforces
clara.object

Clustering Large Applications (CLARA) Object
agnes.object

Agglomerative Nesting (AGNES) Object
clara

Clustering Large Applications
clusGap

Gap Statistic for Estimating the Number of Clusters
agnes

Agglomerative Nesting (Hierarchical Clustering)
clusplot.default

Bivariate Cluster Plot (clusplot) Default Method
coef.hclust

Agglomerative / Divisive Coefficient for 'hclust' Objects
flower

Flower Characteristics
ellipsoidhull

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

Fuzzy Analysis Clustering
fanny.object

Fuzzy Analysis (FANNY) Object
dissimilarity.object

Dissimilarity Matrix Object
clusplot

Bivariate Cluster Plot (of a Partitioning Object)
diana

DIvisive ANAlysis Clustering
daisy

Dissimilarity Matrix Calculation