stream (version 1.0-3)

microToMacro: Translate Micro-cluster IDs to Macro-cluster IDs

Description

Translates micro-cluster ids into macro-cluster ids for a DSC_Macro object.

Usage

microToMacro(x, micro=NULL)

Arguments

x

a DSC_Macro object that also contains information about micro-clusters.

micro

A vector with micro-cluster ids. If NULL then the assignments for all micro-clusters in x are returned.

Value

• A vector of the same length as micro with the macro-cluster ids.

See Also

DSC_Macro

Examples

dsd <- DSD_Gaussians(k=3, d=2, noise=0.05, p=c(.2,.4,.6))

# recluster a micro-clusters
micro <- DSC_DStream(gridsize=0.05)
cluster(micro, dsd, 500)

macro <- DSC_Kmeans(k=3)
recluster(macro, micro)

# translate all micro-cluster ids
microToMacro(macro)

# plot some data points in grey
plot(dsd, col="grey", cex=.5, xlim=c(0,1), ylim=c(0,1))
# add micro-clusters and use the macro-cluster ids as color and weights as size
points(get_centers(macro, type="micro"), 
  col=microToMacro(macro), 
  cex=get_weights(macro, type="micro", scale=c(.5,3)))
# add macro-cluster centers (size is weight)
points(get_centers(macro, type="macro"), 
  cex = get_weights(macro, type="macro", scale=c(2,5)),
  pch=3,lwd=3, col=1:3)