DSC_proclus: ProClus algorithm for use with DSC_ThreeStage
Description
An implementation of the ProClus algorithm
that can be used with DSC_ThreeStage.
For more details on this
algorithm, consult ProClus.
Usage
DSC_proclus(numOfClusters = 5, avgDimensions = 3)
Arguments
numOfClusters
Number of Clusters to be found.
avgDimensions
Average number of dimensions in which each cluster
resides
dsc <- DSC_ThreeStage(macro=DSC_proclus(),micro=DSC_subspaceCluStream())
dsd <- DSD_RandomRBFSubspaceGeneratorEvents()
update(dsc,dsd,1000)