cluster v2.1.0

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"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 in cluster

Name Description
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
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Details

Date 2019-06-07
Priority recommended
SuggestsNote MASS: two examples using cov.rob() and mvrnorm(); Matrix tools for testing
LazyLoad yes
LazyData yes
ByteCompile yes
BuildResaveData no
License GPL (>= 2)
URL https://svn.r-project.org/R-packages/trunk/cluster
NeedsCompilation yes
Packaged 2019-06-19 08:21:30 UTC; maechler
Repository CRAN
Date/Publication 2019-06-19 11:10:03 UTC

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