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Interface for data stream clustering algorithms implemented in the MOA (Massive Online Analysis) framework. This is an extension package for stream.
Stable CRAN version: Install from within R with
Current development version: Install from r-universe.
install.packages("streamMOA",
repos = c("https://mhahsler.r-universe.dev". "https://cloud.r-project.org/"))
Create 3 clusters with 5% noise.
Cluster with CluStream.
## CluStream
## Class: moa/clusterers/clustream/WithKmeans, DSC_MOA, DSC_Micro, DSC
## Number of micro-clusters: 50
## Number of macro-clusters: 3
Plot micro-clusters.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.