subspaceMOA

An interface to 'subspaceMOA', a Framework for the Evaluation of subspace stream clustering algorithms. (see <http://dme.rwth-aachen.de/de/subspacemoa> for more information.)

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Install

install.packages('subspaceMOA')

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Version

0.6.0

License

GPL-2

Maintainer

Marwan Hassani

Last Published

April 25th, 2017

Functions in subspaceMOA (0.6.0)

DSC_HDDStream

Density-based Projected Clustering over High-Dimensional Data

DSC_PreDeConStream

Density-Based Projected Clustering of Data Streams

DSC_p3c

P3C algorithm for use with DSC_ThreeStage

DSC_proclus

ProClus algorithm for use with DSC_ThreeStage

evaluate_subspace

Evaluate Subspace Clusterings

plot_stream_interactive

Show Stream Clustering.

DSC_ThreeStage

Construct Subspace Stream Clusterers

DSC_clique

CLIQUE algorithm for use with DSC_ThreeStage

DSD_SubspaceARFFStream

Stream Subspace Instances from Disc

animate_stream_interactive

Animate Stream Clustering.

DSC_subclu

SubClu algorithm for use with DSC_ThreeStage

DSC_subspaceCluStream

CluStream for use with DSC_ThreeStage

subspaceMOA

Subspace and Projected stream clustering

DSC_subspaceDenStream

DenStream for use with DSC_ThreeStage

DSD_RandomRBFSubspaceGeneratorEvents

Synthetic Subspace Data Stream