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cluster (version 2.1.2)

"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

119,324

Version

2.1.2

License

GPL (>= 2)

Maintainer

Martin Maechler

Last Published

April 17th, 2021

Functions in cluster (2.1.2)

agriculture

European Union Agricultural Workforces
clara

Clustering Large Applications
agnes

Agglomerative Nesting (Hierarchical Clustering)
clara.object

Clustering Large Applications (CLARA) Object
chorSub

Subset of C-horizon of Kola Data
clusGap

Gap Statistic for Estimating the Number of Clusters
animals

Attributes of Animals
bannerplot

Plot Banner (of Hierarchical Clustering)
agnes.object

Agglomerative Nesting (AGNES) Object
clusplot.default

Bivariate Cluster Plot (clusplot) Default Method
clusplot

Bivariate Cluster Plot (of a Partitioning Object)
fanny

Fuzzy Analysis Clustering
ellipsoidhull

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

DIvisive ANAlysis Clustering
dissimilarity.object

Dissimilarity Matrix Object
flower

Flower Characteristics
fanny.object

Fuzzy Analysis (FANNY) Object
lower.to.upper.tri.inds

Permute Indices for Triangular Matrices
mona

MONothetic Analysis Clustering of Binary Variables
daisy

Dissimilarity Matrix Calculation
pam.object

Partitioning Around Medoids (PAM) Object
partition.object

Partitioning Object
coef.hclust

Agglomerative / Divisive Coefficient for 'hclust' Objects
plantTraits

Plant Species Traits Data
plot.agnes

Plots of an Agglomerative Hierarchical Clustering
print.agnes

Print Method for AGNES Objects
print.clara

Print Method for CLARA Objects
plot.mona

Banner of Monothetic Divisive Hierarchical Clusterings
cluster-internal

Internal cluster functions
predict.ellipsoid

Predict Method for Ellipsoid Objects
plot.diana

Plots of a Divisive Hierarchical Clustering
pluton

Isotopic Composition Plutonium Batches
silhouette

Compute or Extract Silhouette Information from Clustering
sizeDiss

Sample Size of Dissimilarity Like Object
plot.partition

Plot of a Partition of the Data Set
summary.agnes

Summary Method for 'agnes' Objects
pltree

Plot Clustering Tree of a Hierarchical Clustering
mona.object

Monothetic Analysis (MONA) Object
pam

Partitioning Around Medoids
summary.clara

Summary Method for 'clara' Objects
summary.pam

Summary Method for PAM Objects
print.dissimilarity

Print and Summary Methods for Dissimilarity Objects
twins.object

Hierarchical Clustering Object
print.diana

Print Method for DIANA Objects
xclara

Bivariate Data Set with 3 Clusters
summary.mona

Summary Method for 'mona' Objects
print.fanny

Print and Summary Methods for FANNY Objects
summary.diana

Summary Method for 'diana' Objects
print.mona

Print Method for MONA Objects
print.pam

Print Method for PAM Objects
votes.repub

Votes for Republican Candidate in Presidential Elections
volume.ellipsoid

Compute the Volume (of an Ellipsoid)
ruspini

Ruspini Data