Learn R Programming

cluster (version 2.1.6)

"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".

Copy Link

Version

Install

install.packages('cluster')

Monthly Downloads

51,217

Version

2.1.6

License

GPL (>= 2)

Maintainer

Martin Maechler

Last Published

December 1st, 2023

Functions in cluster (2.1.6)

clusplot.default

Bivariate Cluster Plot (clusplot) Default Method
agriculture

European Union Agricultural Workforces
clusplot

Bivariate Cluster Plot (of a Partitioning Object)
bannerplot

Plot Banner (of Hierarchical Clustering)
clara

Clustering Large Applications
cluster-internal

Internal cluster functions
animals

Attributes of Animals
clara.object

Clustering Large Applications (CLARA) Object
ellipsoidhull

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

Fuzzy Analysis Clustering
fanny.object

Fuzzy Analysis (FANNY) Object
pam

Partitioning Around Medoids
pam.object

Partitioning Around Medoids (PAM) Object
flower

Flower Characteristics
chorSub

Subset of C-horizon of Kola Data
mona.object

Monothetic Analysis (MONA) Object
mona

MONothetic Analysis Clustering of Binary Variables
lower.to.upper.tri.inds

Permute Indices for Triangular Matrices
medoids

Compute pam-consistent Medoids from Clustering
coef.hclust

Agglomerative / Divisive Coefficient for 'hclust' Objects
agnes

Agglomerative Nesting (Hierarchical Clustering)
agnes.object

Agglomerative Nesting (AGNES) Object
print.dissimilarity

Print and Summary Methods for Dissimilarity Objects
diana

DIvisive ANAlysis Clustering
summary.pam

Summary Method for PAM Objects
daisy

Dissimilarity Matrix Calculation
summary.mona

Summary Method for 'mona' Objects
plot.agnes

Plots of an Agglomerative Hierarchical Clustering
print.fanny

Print and Summary Methods for FANNY Objects
dissimilarity.object

Dissimilarity Matrix Object
plot.mona

Banner of Monothetic Divisive Hierarchical Clusterings
partition.object

Partitioning Object
plot.partition

Plot of a Partition of the Data Set
plot.diana

Plots of a Divisive Hierarchical Clustering
summary.clara

Summary Method for 'clara' Objects
pltree

Plot Clustering Tree of a Hierarchical Clustering
pluton

Isotopic Composition Plutonium Batches
plantTraits

Plant Species Traits Data
volume.ellipsoid

Compute the Volume (of an Ellipsoid)
twins.object

Hierarchical Clustering Object
summary.diana

Summary Method for 'diana' Objects
predict.ellipsoid

Predict Method for Ellipsoid Objects
print.clara

Print Method for CLARA Objects
print.diana

Print Method for DIANA Objects
print.mona

Print Method for MONA Objects
print.pam

Print Method for PAM Objects
ruspini

Ruspini Data
silhouette

Compute or Extract Silhouette Information from Clustering
print.agnes

Print Method for AGNES Objects
votes.repub

Votes for Republican Candidate in Presidential Elections
sizeDiss

Sample Size of Dissimilarity Like Object
summary.agnes

Summary Method for 'agnes' Objects
xclara

Bivariate Data Set with 3 Clusters
clusGap

Gap Statistic for Estimating the Number of Clusters