stream.SHC.clone: Statistical Hierarchical Clusterer - reference class, cloning...

In dkrleza/SHClus: Statistical Hierarchical Clustering

Description

The Statistical Hierachical Clusterer reference class cloner.

Usage

## S4 method for signature 'stream.SHC.clone'
initialize(old_shc)

Arguments

old_shc

(SHC object) - An SHC object instantiated from the SHC reference classes (both stream.SHC and stream.SHC.man).

Details

Performs cloning of the existing SHC object, instantiated from the SHC reference class.

Value

Returns the cloned SHC object.

References

[1] Krleža D, Vrdoljak B, and Brčić M, Statistical hierarchical clustering algorithm for outlier detection in evolving data streams, Machine Learning, Sep. 2020

Examples

s <- stream.SHC(2,driftType=DriftType$NoDrift,decaySpeed=0,sigmaIndex=TRUE)
res <- s$process(data.frame(X=c(1,2,3,34,5,3,2,2,3,34,150),Y=c(3,4,2,1,6,7,4,5,6,3,150)))
s$getHistogram()
s_cloned <- stream.SHC.clone(s)
s_cloned$getHistogram()

dkrleza/SHClus documentation built on Feb. 25, 2021, 10:30 p.m.