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cluster (version 2.1.0)

"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

137,243

Version

2.1.0

License

GPL (>= 2)

Maintainer

Martin Maechler

Last Published

June 19th, 2019

Functions in cluster (2.1.0)

print.mona

Print Method for MONA Objects
summary.pam

Summary Method for PAM Objects
twins.object

Hierarchical Clustering Object
agnes

Agglomerative Nesting (Hierarchical Clustering)
fanny.object

Fuzzy Analysis (FANNY) Object
agnes.object

Agglomerative Nesting (AGNES) Object
flower

Flower Characteristics
plot.diana

Plots of a Divisive Hierarchical Clustering
plot.mona

Banner of Monothetic Divisive Hierarchical Clusterings
print.diana

Print Method for DIANA Objects
print.dissimilarity

Print and Summary Methods for Dissimilarity Objects
bannerplot

Plot Banner (of Hierarchical Clustering)
chorSub

Subset of C-horizon of Kola Data
summary.mona

Summary Method for 'mona' Objects
summary.diana

Summary Method for 'diana' Objects
coef.hclust

Agglomerative / Divisive Coefficient for 'hclust' Objects
clara

Clustering Large Applications
diana

DIvisive ANAlysis Clustering
dissimilarity.object

Dissimilarity Matrix Object
clara.object

Clustering Large Applications (CLARA) Object
clusGap

Gap Statistic for Estimating the Number of Clusters
daisy

Dissimilarity Matrix Calculation
clusplot.default

Bivariate Cluster Plot (clusplot) Default Method
lower.to.upper.tri.inds

Permute Indices for Triangular Matrices
clusplot

Bivariate Cluster Plot (of a Partitioning Object)
mona

MONothetic Analysis Clustering of Binary Variables
pam.object

Partitioning Around Medoids (PAM) Object
cluster-internal

Internal cluster functions
silhouette

Compute or Extract Silhouette Information from Clustering
sizeDiss

Sample Size of Dissimilarity Like Object
print.agnes

Print Method for AGNES Objects
partition.object

Partitioning Object
print.clara

Print Method for CLARA Objects
pltree

Plot Clustering Tree of a Hierarchical Clustering
plot.partition

Plot of a Partition of the Data Set
print.pam

Print Method for PAM Objects
ruspini

Ruspini Data
xclara

Bivariate Data Set with 3 Clusters
mona.object

Monothetic Analysis (MONA) Object
pluton

Isotopic Composition Plutonium Batches
pam

Partitioning Around Medoids
predict.ellipsoid

Predict Method for Ellipsoid Objects
summary.agnes

Summary Method for 'agnes' Objects
volume.ellipsoid

Compute the Volume (of an Ellipsoid)
summary.clara

Summary Method for 'clara' Objects
votes.repub

Votes for Republican Candidate in Presidential Elections
agriculture

European Union Agricultural Workforces
animals

Attributes of Animals
plantTraits

Plant Species Traits Data
plot.agnes

Plots of an Agglomerative Hierarchical Clustering
print.fanny

Print and Summary Methods for FANNY Objects
ellipsoidhull

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

Fuzzy Analysis Clustering