DSC_subspaceDenStream: DenStream for use with DSC_ThreeStage

Description Usage Arguments

View source: R/micro.R

Description

A version of the DSC_DenStream algorithm that is optimized for use with DSC_ThreeStage. Do not attempt to use this as a standalone stream clustering algorithm.

Usage

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DSC_subspaceDenStream(horizon = 1000, epsilon = 0.04, minPoints = 4,
  beta = 0.2, mu = 1, initPoints = 1000, speed = 100)

Arguments

horizon

range of the window

epsilon

defines the epsilon neighborhood

minPoints

minimal number of points a cluster has to contain

beta

multiplier for mu to detect outlier micro-clusters

mu

minimal number of points to form a micro-cluster

initPoints

number of points used to initialize the algorithm

speed

number of data points processed in one time unit


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