In mhahsler/streamMOA: Interface for MOA Stream Clustering Algorithms

pkg <- 'streamMOA'

source("https://raw.githubusercontent.com/mhahsler/pkg_helpers/main/pkg_helpers.R")
pkg_title(pkg)

Interface for data stream clustering algorithms implemented in the MOA (Massive Online Analysis) framework. This is an extension package for stream.

pkg_install(pkg)

Example

Create 3 clusters with 5% noise.

library(streamMOA)

stream <- DSD_Gaussians(k=3, d=2, noise=.05)

Cluster with CluStream.

clustream <- DSC_CluStream(m = 50, k = 3)
update(clustream, stream, 500)
clustream

Plot micro-clusters.

plot(clustream, stream)

Further Information

• streamMOA package vignette with complete examples.
• Reference manual

mhahsler/streamMOA documentation built on April 24, 2024, 10:12 p.m.