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apcluster (version 1.0.2)

Affinity Propagation Clustering

Description

The apcluster package implements Frey's and Dueck's Affinity Propagation clustering in R. The algorithms are analogous to the Matlab code published by Frey and Dueck.

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Install

install.packages('apcluster')

Monthly Downloads

4,905

Version

1.0.2

License

GPL (>= 2)

Maintainer

Ulrich Bodenhofer

Last Published

March 19th, 2010

Functions in apcluster (1.0.2)

plot-methods

Plot APResult objects
labels-methods

Generate label vector from APResult object
sparseToFull

Convert a Sparse Similarity Matrix to Standard Representation
apcluster

Affinity Propagation
preferenceRange

Determine Meaningful Ranges for Input Preferences
similarity

Methods for computing similarity matrices
show-methods

Display APResult objects
apcluster-package

Affinity Propagation Package
apclusterK

Affinity Propagation for Pre-defined Number of Clusters
apclusterDemo

Affinity Propagation Demo
APResult-class

Class "APResult"