subspaceMOA: Interface to 'subspaceMOA'
Version 0.6.0

An interface to 'subspaceMOA', a Framework for the Evaluation of subspace stream clustering algorithms. (see for more information.)

Author c(person("Marwan","Hassani",role=c("aut","cre"),email="rsubspace@cs.rwth- aachen.de") person("Matthias","Hansen",role="aut"), person("Yunsu","Kim",role="ctb"), person("Thomas","Seidl",role="ctb"), person("University of","Waikato",role=c("ctb","cph")))
Date of publication2017-04-25 21:30:49 UTC
MaintainerMarwan Hassani <rsubspace@cs.rwth-aachen.de>
LicenseGPL-2
Version0.6.0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("subspaceMOA")

Getting started

README.md

Popular man pages

animate_stream_interactive: Animate Stream Clustering.
DSC_PreDeConStream: Density-Based Projected Clustering of Data Streams
DSC_proclus: ProClus algorithm for use with DSC_ThreeStage
DSC_subclu: SubClu algorithm for use with DSC_ThreeStage
DSC_subspaceCluStream: CluStream for use with DSC_ThreeStage
DSC_ThreeStage: Construct Subspace Stream Clusterers
evaluate_subspace: Evaluate Subspace Clusterings
See all...

All man pages Function index File listing

Man pages

animate_stream_interactive: Animate Stream Clustering.
DSC_clique: CLIQUE algorithm for use with DSC_ThreeStage
DSC_HDDStream: Density-based Projected Clustering over High-Dimensional Data
DSC_p3c: P3C algorithm for use with DSC_ThreeStage
DSC_PreDeConStream: Density-Based Projected Clustering of Data Streams
DSC_proclus: ProClus algorithm for use with DSC_ThreeStage
DSC_subclu: SubClu algorithm for use with DSC_ThreeStage
DSC_subspaceCluStream: CluStream for use with DSC_ThreeStage
DSC_subspaceDenStream: DenStream for use with DSC_ThreeStage
DSC_ThreeStage: Construct Subspace Stream Clusterers
DSD_RandomRBFSubspaceGeneratorEvents: Synthetic Subspace Data Stream
DSD_SubspaceARFFStream: Stream Subspace Instances from Disc
evaluate_subspace: Evaluate Subspace Clusterings
plot_stream_interactive: Show Stream Clustering.
subspaceMOA: Subspace and Projected stream clustering

Functions

DSC_HDDStream Man page Source code
DSC_PreDeConStream Man page Source code
DSC_ThreeStage Man page Source code
DSC_clique Man page Source code
DSC_p3c Man page Source code
DSC_proclus Man page Source code
DSC_subclu Man page Source code
DSC_subspaceCluStream Man page Source code
DSC_subspaceDenStream Man page Source code
DSD_RandomRBFSubspaceGeneratorEvents Man page Source code
DSD_SubspaceARFFStream Man page Source code
all_eval_measures Source code
animate_stream_interactive Man page Source code
basic_plot_from_dataframe Source code
create_plot_matrix Source code
dataframe_row_to_html Source code
evaluate_subspace Man page Source code
format_data_from_dsc Source code
from_coords_to_plot Source code
get_centers.DSC_SubspaceMOA Source code
get_points.DSD_SubspaceMOA Source code
get_weights.DSC_SubspaceMOA Source code
incorporate_new_evalres Source code
makeServer Source code
makeUI Source code
make_plot_matrix Source code
onLoad Source code
plot_stream_interactive Man page Source code
r_logical_to_js_boolean_string Source code
scale_weights Source code
style_plot_for_detail Source code
style_plot_for_plotmatrix Source code
subspaceMOA Man page
update.DSC_SubspaceMOA Source code

Files

inst
inst/java
inst/java/subspacemoa-rjar.jar
NAMESPACE
R
R/onLoad.R
R/evaluate.R
R/plot.R
R/DSD_RandomRBFSubspaceGeneratorEvents.R
R/macro.R
R/DSC_PreDeConStream.R
R/subspaceMOA.R
R/DSC_SubspaceMOA.R
R/plot_helper.R
R/DSC_ThreeStage.R
R/helper.R
R/micro.R
R/DSC_HDDStream.R
R/DSD_SubspaceMOA.R
R/DSD_SubspaceARFFStream.R
README.md
MD5
java
java/moa
java/moa/core
java/moa/core/SubspaceInstance.java
java/moa/clusterers
java/moa/clusterers/macro
java/moa/clusterers/macro/AbstractMacroClusterer.java
java/moa/clusterers/SubspaceClusterer.java
java/moa/clusterers/denstream
java/moa/clusterers/denstream/WithDBSCAN_Subspace.java
java/moa/clusterers/denstream/MicroCluster.java
java/moa/clusterers/denstream/Timestamp.java
java/moa/clusterers/denstream/WithDBSCAN.java
java/moa/clusterers/denstream/DenStream.java
java/moa/clusterers/AbstractSubspaceClusterer.java
java/moa/clusterers/predeconstream
java/moa/clusterers/predeconstream/MicroCluster.java
java/moa/clusterers/predeconstream/PreDeConCluster.java
java/moa/clusterers/predeconstream/weightedNonConvexCluster.java
java/moa/clusterers/predeconstream/PreDeConStream.java
java/moa/clusterers/predeconstream/InitialDBSCAN.java
java/moa/clusterers/predeconstream/DenPoint.java
java/moa/clusterers/hddstream
java/moa/clusterers/hddstream/MicroCluster.java
java/moa/clusterers/hddstream/PreDeConPoint.java
java/moa/clusterers/hddstream/PreDeConCluster.java
java/moa/clusterers/hddstream/PreDeCon.java
java/moa/clusterers/hddstream/weightedNonConvexCluster.java
java/moa/clusterers/hddstream/ProjectedMicroCluster.java
java/moa/clusterers/hddstream/weightedCFCluster.java
java/moa/clusterers/hddstream/HDDStream.java
java/moa/clusterers/hddstream/DenPoint.java
java/moa/clusterers/macrosubspace
java/moa/clusterers/macrosubspace/MultipleNormalDistributions.java
java/moa/clusterers/macrosubspace/SUBCLU.java
java/moa/clusterers/macrosubspace/CLIQUE.java
java/moa/clusterers/macrosubspace/ZeroVarianceNormalDistribution.java
java/moa/clusterers/macrosubspace/MacroSubspaceClusterer.java
java/moa/clusterers/macrosubspace/PROCLUS.java
java/moa/clusterers/macrosubspace/P3C.java
java/moa/clusterers/SubspaceClusterGenerator.java
java/moa/clusterers/clustream
java/moa/clusterers/clustream/Clustream.java
java/moa/clusterers/clustream/ClustreamKernel.java
java/moa/clusterers/clustream/AuxiliaryFunctions.java
java/moa/clusterers/clustream/cern
java/moa/clusterers/clustream/cern/Gamma.java
java/moa/clusterers/clustream/cern/Polynomial.java
java/moa/clusterers/clustream/WithKmeans.java
java/moa/evaluation
java/moa/evaluation/CMM_S.java
java/moa/evaluation/CE.java
java/moa/evaluation/SubspaceMeasureCollection.java
java/moa/evaluation/CMM_S_GTAnalysis.java
java/moa/evaluation/Purity.java
java/moa/evaluation/F1Subspace.java
java/moa/evaluation/RNIA.java
java/moa/evaluation/RandStatistic.java
java/moa/evaluation/EntropySubspace.java
java/moa/evaluation/SubCMM.java
java/moa/options
java/moa/options/ClassOptionWithNames.java
java/moa/tasks
java/moa/tasks/EvaluateSubspaceClustering.java
java/moa/streams
java/moa/streams/clustering
java/moa/streams/clustering/SubspaceARFFStream.java
java/moa/streams/clustering/SubspaceClusteringStream.java
java/moa/streams/clustering/RandomRBFSubspaceGeneratorEvents.java
java/moa/r_interface
java/moa/r_interface/ThreeStageClusterer.java
java/moa/r_interface/RCompatibleEvaluationResult.java
java/moa/r_interface/RCompatibleDataStream.java
java/moa/r_interface/OneStageClusterer.java
java/moa/r_interface/RCompatibleDataStreamClusterer.java
java/moa/r_interface/MicroClustererBuilder.java
java/moa/r_interface/MacroClustererBuilder.java
java/moa/r_interface/Evaluator.java
java/moa/gui
java/moa/gui/SubspaceGui.java
java/moa/gui/ClassOptionWithNamesEditComponent.java
java/moa/gui/subspaceclusteringtab
java/moa/gui/subspaceclusteringtab/SubspaceClusteringVisualEvalPanel.java
java/moa/gui/subspaceclusteringtab/SubspaceClusteringEvalPanel.form
java/moa/gui/subspaceclusteringtab/SubspaceClusteringTabPanel.java
java/moa/gui/subspaceclusteringtab/SubspaceClusteringSetupTab.form
java/moa/gui/subspaceclusteringtab/SubspaceClusteringSetupTab.java
java/moa/gui/subspaceclusteringtab/SubspaceClusteringVisualTab.java
java/moa/gui/subspaceclusteringtab/SubspaceClusteringEvalPanel.java
java/moa/gui/subspaceclusteringtab/SubspaceClusteringTabPanel.form
java/moa/gui/subspaceclusteringtab/SubspaceClusteringVisualTab.form
java/moa/gui/subspaceclusteringtab/SubspaceClusteringVisualEvalPanel.form
java/moa/gui/subspaceclusteringtab/SubspaceClusteringAlgoPanel.form
java/moa/gui/subspaceclusteringtab/SubspaceClusteringAlgoPanel.java
java/moa/gui/ClassOptionWithNamesSelectionPanel.java
java/moa/gui/visualization
java/moa/gui/visualization/PointPanel.java
java/moa/gui/visualization/StreamPanel.java
java/moa/gui/visualization/StreamPanel.form
java/moa/gui/visualization/DataPoint.java
java/moa/gui/visualization/PointPanel.form
java/moa/gui/subspacevisualization
java/moa/gui/subspacevisualization/SubspaceClusterPanel.java
java/moa/gui/subspacevisualization/SubspaceStreamPanel.java
java/moa/gui/subspacevisualization/SubspaceGraphCurve.java
java/moa/gui/subspacevisualization/SubspaceRunVisualizer.java
java/moa/gui/subspacevisualization/SubspaceObjectRankingPanel.java
java/moa/gui/subspacevisualization/SubspacePointPanel.java
java/moa/gui/subspacevisualization/SubspaceGraphCanvas.java
java/moa/gui/subspacevisualization/SubspaceDataPoint.java
java/moa/gui/BatchCmd.java
java/moa/cluster
java/moa/cluster/SubspaceSphereCluster.java
java/moa/cluster/SubspaceClustering.java
DESCRIPTION
man
man/DSC_clique.Rd
man/subspaceMOA.Rd
man/DSD_SubspaceARFFStream.Rd
man/plot_stream_interactive.Rd
man/DSC_subspaceDenStream.Rd
man/DSC_subclu.Rd
man/evaluate_subspace.Rd
man/DSC_ThreeStage.Rd
man/DSC_PreDeConStream.Rd
man/DSC_subspaceCluStream.Rd
man/DSC_p3c.Rd
man/DSD_RandomRBFSubspaceGeneratorEvents.Rd
man/DSC_proclus.Rd
man/animate_stream_interactive.Rd
man/DSC_HDDStream.Rd
subspaceMOA documentation built on May 19, 2017, 9:19 p.m.

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