DSC_subspaceCluStream: CluStream for use with DSC_ThreeStage
Description
A version of the DSC_CluStream algorithm that is optimized for use with DSC_ThreeStage.
Do not attempt to use this as a standalone stream clustering algorithm.Usage
DSC_subspaceCluStream(timeWindow = 1000, maxNumKernels = 200,
kernelRadiFactor = 2, streamSpeed = 1)
Arguments
timeWindow
window for aging the points
maxNumKernels
maximum number of microclusters to be produced
kernelRadiFactor
multiplier for the kernel radius
streamSpeed
number of points processed per time unit