microToMacro

From stream v1.2-3 by Michael Hahsler

Translate Micro-cluster IDs to Macro-cluster IDs

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.

Examples

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

# recluster a micro-clusters
micro <- DSC_DStream(gridsize=0.05)
update(micro, stream, 500)

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

# translate all micro-cluster ids
microToMacro(macro)

# plot some data points in gray
plot(stream, col="gray", 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)

Documentation reproduced from package stream, version 1.2-3, License: GPL-3

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