Cluster analysis via nonparametric density estimation


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Documentation for package ‘pdfCluster’ version 0.1-13

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pdfCluster-package The pdfCluster package: summary information
adj.rand.index Adjusted Rand index
dbs Density-based Silhouette information methods
dbs-method Density-based Silhouette information methods
dbs-methods Density-based Silhouette information methods
dbs.cluster Density-based Silhouette information methods
dbs.pdfCluster Density-based Silhouette information methods
h.norm Normal optimal choice of smoothing parameter in density estimation
kepdf Kernel estimate of the probability density function
kepdf-class Class "kepdf"
oliveoil Olive oil data
pdfClassification Classification of low density data
pdfCluster Clustering via kernel density estimation
pdfCluster-class Class "pdfCluster"
pdfSilhouette-class Class "pdfSilhouette"
plot-method Plot objects of class kepdf
plot-method Plot objects of class pdfCluster
plot-method Plot objects of class pdfSilhouette
plot-methods Methods for Function plot
plot.kepdf Plot objects of class kepdf
plot.kepdf1d Plot objects of class kepdf
plot.kepdf2d Plot objects of class kepdf
plot.kepdfdd Plot objects of class kepdf
plot.pdfCluster Plot objects of class pdfCluster
plot.pdfSilhouette Plot objects of class pdfSilhouette
show-method Class "kepdf"
show-method Class "pdfCluster"
show-method Class "pdfSilhouette"
show-method Class "summary.kepdf"
show-method Class "summary.pdfCluster"
show-method Class "summary.pdfSilhouette"
show-methods Methods for Function show
summary.kepdf Summary of objects of class kepdf.
summary.kepdf-class Class "summary.kepdf"
summary.pdfCluster Summary of objects of class pdfCluster
summary.pdfCluster-class Class "summary.pdfCluster"
summary.pdfSilhouette Summary of objects of class pdfSilhouette
summary.pdfSilhouette-class Class "summary.pdfSilhouette"
wine Wine data