DSC_p3c: P3C algorithm for use with DSC_ThreeStage

Description Usage Arguments

View source: R/macro.R

Description

An implementation of the P3C algorithm that can be used with DSC_ThreeStage. For more details on this algorithm, consult P3C

Usage

1
DSC_p3c(poissonThreshold = 10, chiSquareAlpha = 0.001)

Arguments

poissonThreshold

threshold value to determine wheter two bins will be merged. Note that the value provided will be used as a negative power of 10. E.g. if a value of 20 is provided here, then the algorithm will use a threshold of 1.0*10^-20. dsc <- DSC_ThreeStage(macro=DSC_p3c(),micro=DSC_subspaceCluStream()) dsd <- DSD_RandomRBFSubspaceGeneratorEvents() update(dsc,dsd,1000)

chiSquareAlpha

threshold value for the chi-square distribution that is used to determine whether an area is dense.


subspaceMOA documentation built on May 29, 2017, 10:50 p.m.