cluster v2.0.7-1

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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
pam.object Partitioning Around Medoids (PAM) Object
cluster-internal Internal cluster functions
plot.diana Plots of a Divisive Hierarchical Clustering
twins.object Hierarchical Clustering Object
pluton Isotopic Composition Plutonium Batches
print.fanny Print and Summary Methods for FANNY Objects
summary.mona Summary Method for `mona' Objects
print.mona Print Method for MONA Objects
summary.pam Summary Method for PAM Objects
predict.ellipsoid Predict Method for Ellipsoid Objects
mona.object Monothetic Analysis (MONA) Object
print.clara Print Method for CLARA Objects
pam Partitioning Around Medoids
mona MONothetic Analysis Clustering of Binary Variables
plot.mona Banner of Monothetic Divisive Hierarchical Clusterings
xclara Bivariate Data Set with 3 Clusters
print.agnes Print Method for AGNES Objects
lower.to.upper.tri.inds Permute Indices for Triangular Matrices
summary.diana Summary Method for `diana' Objects
partition.object Partitioning Object
plantTraits Plant Species Traits Data
print.diana Print Method for DIANA Objects
plot.agnes Plots of an Agglomerative Hierarchical Clustering
plot.partition Plot of a Partition of the Data Set
print.pam Print Method for PAM Objects
pltree Plot Clustering Tree of a Hierarchical Clustering
summary.agnes Summary Method for `agnes' Objects
summary.clara Summary Method for `clara' Objects
print.dissimilarity Print and Summary Methods for Dissimilarity Objects
ruspini Ruspini Data
sizeDiss Sample Size of Dissimilarity Like Object
silhouette Compute or Extract Silhouette Information from Clustering
volume.ellipsoid Compute the Volume of Planar Object
votes.repub Votes for Republican Candidate in Presidential Elections
bannerplot Plot Banner (of Hierarchical Clustering)
animals Attributes of Animals
chorSub Subset of C-horizon of Kola Data
agriculture European Union Agricultural Workforces
clara.object Clustering Large Applications (CLARA) Object
agnes.object Agglomerative Nesting (AGNES) Object
clara Clustering Large Applications
clusGap Gap Statistic for Estimating the Number of Clusters
agnes Agglomerative Nesting (Hierarchical Clustering)
clusplot.default Bivariate Cluster Plot (clusplot) Default Method
coef.hclust Agglomerative / Divisive Coefficient for 'hclust' Objects
flower Flower Characteristics
ellipsoidhull Compute the Ellipsoid Hull or Spanning Ellipsoid of a Point Set
fanny Fuzzy Analysis Clustering
fanny.object Fuzzy Analysis (FANNY) Object
dissimilarity.object Dissimilarity Matrix Object
clusplot Bivariate Cluster Plot (of a Partitioning Object)
diana DIvisive ANAlysis Clustering
daisy Dissimilarity Matrix Calculation
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Details

Date 2018-04-06
Priority recommended
SuggestsNote two examples using MASS' cov.rob() and mvrnorm(); Matrix tools for testing
LazyLoad yes
LazyData yes
ByteCompile yes
BuildResaveData no
License GPL (>= 2)
NeedsCompilation yes
Packaged 2018-04-06 21:30:04 UTC; maechler
Repository CRAN
Date/Publication 2018-04-09 13:53:03 UTC

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