subspaceMOA (version 0.6.0)

DSC_clique: CLIQUE algorithm for use with DSC_ThreeStage

Description

An implementation of the CLIQUE algorithm that can be used with DSC_ThreeStage. For more details on this algorithm, consult CLIQUE

Usage

DSC_clique(xi = 10, tau = 0.2)

Arguments

xi

the grid size used. E.g. a value of 10 means that the dataspace is divided into 10 regions along each dimension.

tau

the density threshold used to determine whether a hypercube is dense

Examples

dsc <- DSC_ThreeStage(macro=DSC_clique(),micro=DSC_subspaceCluStream())
dsd <- DSD_RandomRBFSubspaceGeneratorEvents()
update(dsc,dsd,1000)