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cluster

"Finding Groups in Data": Cluster Analysis Extended Rousseeuw et al.

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".

Functions (53)

agnes

Agglomerative Nesting (Hierarchical Clustering)

agnes.object

Agglomerative Nesting (AGNES) Object

agriculture

European Union Agricultural Workforces

animals

Attributes of Animals

bannerplot

Plot Banner (of Hierarchical Clustering)

chorSub

Subset of C-horizon of Kola Data

clara

Clustering Large Applications

clara.object

Clustering Large Applications (CLARA) Object

clusGap

Gap Statistic for Estimating the Number of Clusters

clusplot.default

Bivariate Cluster Plot (clusplot) Default Method

clusplot.partition

Bivariate Cluster Plot (of a Partitioning Object)

cluster-internal

Internal cluster functions

coef.hclust

Agglomerative / Divisive Coefficient for 'hclust' Objects

daisy

Dissimilarity Matrix Calculation

diana

DIvisive ANAlysis Clustering

dissimilarity.object

Dissimilarity Matrix Object

ellipsoidhull

Compute the Ellipsoid Hull or Spanning Ellipsoid of a Point Set

fanny

Fuzzy Analysis Clustering

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

mona.object

Monothetic Analysis (MONA) Object

pam

Partitioning Around Medoids

pam.object

Partitioning Around Medoids (PAM) Object

partition.object

Partitioning Object

plantTraits

Plant Species Traits Data

plot.agnes

Plots of an Agglomerative Hierarchical Clustering

plot.diana

Plots of a Divisive Hierarchical Clustering

plot.mona

Banner of Monothetic Divisive Hierarchical Clusterings

plot.partition

Plot of a Partition of the Data Set

pltree

Plot Clustering Tree of a Hierarchical Clustering

pluton

Isotopic Composition Plutonium Batches

predict.ellipsoid

Predict Method for Ellipsoid Objects

print.agnes

Print Method for AGNES Objects

print.clara

Print Method for CLARA Objects

print.diana

Print Method for DIANA Objects

print.dissimilarity

Print and Summary Methods for Dissimilarity Objects

print.fanny

Print and Summary Methods for FANNY 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

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

summary.mona

Summary Method for 'mona' Objects

summary.pam

Summary Method for PAM Objects

twins.object

Hierarchical Clustering Object

volume.ellipsoid

Compute the Volume (of an Ellipsoid)

votes.repub

Votes for Republican Candidate in Presidential Elections

xclara

Bivariate Data Set with 3 Clusters

cluster

"Finding Groups in Data": Cluster Analysis Extended Rousseeuw et al.

v2.1.2

GPL (>= 2)

Authors

Martin Maechler [aut, cre] (<https://orcid.org/0000-0002-8685-9910>), Peter Rousseeuw [aut] (Fortran original, <https://orcid.org/0000-0002-3807-5353>), Anja Struyf [aut] (S original), Mia Hubert [aut] (S original, <https://orcid.org/0000-0001-6398-4850>), Kurt Hornik [trl, ctb] (port to R; maintenance(1999-2000), <https://orcid.org/0000-0003-4198-9911>), Matthias Studer [ctb], Pierre Roudier [ctb], Juan Gonzalez [ctb], Kamil Kozlowski [ctb], Erich Schubert [ctb] (fastpam options for pam(), <https://orcid.org/0000-0001-9143-4880>), Keefe Murphy [ctb] (volume.ellipsoid({d >= 3}))

Initial release

2021-04-16

cluster

Functions (53)

cluster

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