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cluster (version 2.1.4)

"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

2.1.4

License

GPL (>= 2)

Maintainer

Martin Maechler

Last Published

August 22nd, 2022

Functions in cluster (2.1.4)

agriculture

European Union Agricultural Workforces
agnes

Agglomerative Nesting (Hierarchical Clustering)
agnes.object

Agglomerative Nesting (AGNES) Object
animals

Attributes of Animals
bannerplot

Plot Banner (of Hierarchical Clustering)
ellipsoidhull

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

Subset of C-horizon of Kola Data
dissimilarity.object

Dissimilarity Matrix Object
diana

DIvisive ANAlysis Clustering
fanny

Fuzzy Analysis Clustering
clara

Clustering Large Applications
clusGap

Gap Statistic for Estimating the Number of Clusters
partition.object

Partitioning Object
coef.hclust

Agglomerative / Divisive Coefficient for 'hclust' Objects
plantTraits

Plant Species Traits Data
clusplot.default

Bivariate Cluster Plot (clusplot) Default Method
clara.object

Clustering Large Applications (CLARA) Object
daisy

Dissimilarity Matrix Calculation
plot.mona

Banner of Monothetic Divisive Hierarchical Clusterings
ruspini

Ruspini Data
silhouette

Compute or Extract Silhouette Information from Clustering
plot.partition

Plot of a Partition of the Data Set
fanny.object

Fuzzy Analysis (FANNY) Object
medoids

Compute pam-consistent Medoids from Clustering
lower.to.upper.tri.inds

Permute Indices for Triangular Matrices
clusplot

Bivariate Cluster Plot (of a Partitioning Object)
plot.agnes

Plots of an Agglomerative Hierarchical Clustering
print.dissimilarity

Print and Summary Methods for Dissimilarity Objects
plot.diana

Plots of a Divisive Hierarchical Clustering
print.fanny

Print and Summary Methods for FANNY Objects
flower

Flower Characteristics
pltree

Plot Clustering Tree of a Hierarchical Clustering
cluster-internal

Internal cluster functions
pam

Partitioning Around Medoids
mona

MONothetic Analysis Clustering of Binary Variables
pluton

Isotopic Composition Plutonium Batches
mona.object

Monothetic Analysis (MONA) Object
pam.object

Partitioning Around Medoids (PAM) Object
predict.ellipsoid

Predict Method for Ellipsoid Objects
print.agnes

Print Method for AGNES Objects
summary.mona

Summary Method for 'mona' Objects
summary.pam

Summary Method for PAM Objects
print.diana

Print Method for DIANA Objects
print.clara

Print Method for CLARA Objects
sizeDiss

Sample Size of Dissimilarity Like Object
summary.agnes

Summary Method for 'agnes' Objects
summary.clara

Summary Method for 'clara' 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
twins.object

Hierarchical Clustering Object
xclara

Bivariate Data Set with 3 Clusters
volume.ellipsoid

Compute the Volume (of an Ellipsoid)