Interface for data stream clustering algorithms implemented in the MOA (Massive Online Analysis) framework. This is an extension package for stream.
R> library("streamMOA") # 3 clusters with 5% noise R> stream <- DSD_Gaussians(k=3, d=2, noise=.05) # cluster with CluStream R> clustream <- DSC_CluStream(m=50, k=3) R> update(clustream, stream, 500) R> clustream CluStream + k-Means (weighted) Class: DSC_TwoStage, DSC_Macro, DSC Number of micro-clusters: 50 Number of macro-clusters: 3 # plot micro-clusters R> plot(clustream, stream, type = "both")
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