Learn R Programming
⚠️There's a newer version (2.1.6) of this package.Take me there.

cluster (version 2.0.6)

"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

63,137

Version

2.0.6

License

GPL (>= 2)

Maintainer

Martin Maechler

Last Published

March 16th, 2017

Functions in cluster (2.0.6)

clusGap

Gap Statistic for Estimating the Number of Clusters
mona.object

Monothetic Analysis (MONA) Object
summary.pam

Summary Method for PAM Objects
pam

Partitioning Around Medoids
twins.object

Hierarchical Clustering Object
bannerplot

Plot Banner (of Hierarchical Clustering)
chorSub

Subset of C-horizon of Kola Data
diana

DIvisive ANAlysis Clustering
dissimilarity.object

Dissimilarity Matrix Object
partition.object

Partitioning Object
pam.object

Partitioning Around Medoids (PAM) Object
print.fanny

Print and Summary Methods for FANNY Objects
print.mona

Print Method for MONA Objects
agnes

Agglomerative Nesting (Hierarchical Clustering)
clusplot

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

Agglomerative Nesting (AGNES) Object
clusplot.default

Bivariate Cluster Plot (clusplot) Default Method
clara

Clustering Large Applications
cluster-internal

Internal cluster functions
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
silhouette

Compute or Extract Silhouette Information from Clustering
coef.hclust

Agglomerative / Divisive Coefficient for 'hclust' Objects
clara.object

Clustering Large Applications (CLARA) Object
daisy

Dissimilarity Matrix Calculation
plantTraits

Plant Species Traits Data
plot.agnes

Plots of an Agglomerative Hierarchical Clustering
print.agnes

Print Method for AGNES Objects
summary.diana

Summary Method for `diana' Objects
print.clara

Print Method for CLARA Objects
summary.mona

Summary Method for `mona' Objects
volume.ellipsoid

Compute the Volume of Planar Object
votes.repub

Votes for Republican Candidate in Presidential Elections
sizeDiss

Sample Size of Dissimilarity Like Object
fanny.object

Fuzzy Analysis (FANNY) Object
flower

Flower Characteristics
lower.to.upper.tri.inds

Permute Indices for Triangular Matrices
mona

MONothetic Analysis Clustering of Binary Variables
summary.agnes

Summary Method for `agnes' Objects
plot.partition

Plot of a Partition of the Data Set
pltree

Plot Clustering Tree of a Hierarchical Clustering
agriculture

European Union Agricultural Workforces
animals

Attributes of Animals
ellipsoidhull

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

Fuzzy Analysis Clustering
predict.ellipsoid

Predict Method for Ellipsoid Objects
pluton

Isotopic Composition Plutonium Batches
xclara

Bivariate Data Set with 3 Clusters
summary.clara

Summary Method for `clara' Objects
print.pam

Print Method for PAM Objects
ruspini

Ruspini Data