Package: streamMOA 1.3-1
streamMOA: Interface for MOA Stream Clustering Algorithms
Interface for data stream clustering algorithms implemented in the MOA (Massive Online Analysis) framework (Albert Bifet, Geoff Holmes, Richard Kirkby, Bernhard Pfahringer (2010). MOA: Massive Online Analysis, Journal of Machine Learning Research 11: 1601-1604).
Authors:
streamMOA_1.3-1.tar.gz
streamMOA_1.3-1.tar.gz(r-4.5-noble)streamMOA_1.3-1.tar.gz(r-4.4-noble)
streamMOA_1.3-1.tgz(r-4.4-emscripten)streamMOA_1.3-1.tgz(r-4.3-emscripten)
streamMOA.pdf |streamMOA.html✨
streamMOA/json (API)
NEWS
# Install 'streamMOA' in R: |
install.packages('streamMOA', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/mhahsler/streammoa/issues
Last updated 8 months agofrom:1e7b3d7757. Checks:OK: 2. Indexed: no.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 17 2024 |
R-4.5-linux | OK | Nov 17 2024 |
Exports:clean_outliersDSC_BICO_MOADSC_CluStreamDSC_ClusTreeDSC_DenStreamDSC_DStream_MOADSC_MCODDSC_MOADSC_StreamKMDSClassifier_MOADSD_MOADSD_RandomRBFGeneratorEventsDSOutlier_MCODDSRegressor_MOAget_outlier_positionsrecheck_outlier
Dependencies:BHclassclueclusterclusterGenerationdbscanDEoptimRdiptestflexmixfpcgenericskernlablatticemagrittrMASSmclustmlbenchmodeltoolsnnetprabclusproxyRcpprJavarobustbaserpartstream
Readme and manuals
Help Manual
Help page | Topics |
---|---|
BICO - Fast computation of k-means coresets in a data stream | DSC_BICO_MOA |
CluStream Data Stream Clusterer | CluStream clustream DSC_CluStream DSC_CluStream_MOA |
ClusTree Data Stream Clusterer | ClusTree clustree DSC_ClusTree |
DenStream Data Stream Clusterer | DenStream denstream DSC_DenStream DSC_DenStream_MOA |
D-Stream Data Stream Clustering Algorithm | DSC_DStream_MOA |
Micro-cluster Continuous Outlier Detector (MCOD) | clean_outliers DSC_MCOD DSC_MCOD_MOA DSOutlier_MCOD DSOutlier_MCOD_MOA get_outlier_positions MCOD recheck_outlier |
DSC_MOA Class | DSC_MOA |
streamKM++ | DSC_StreamKM StreamKM streamkm |
DSClassifier_MOA - MOA-based Stream Classifiers | DSClassifier_MOA predict.DSClassifier_MOA update.DSClassifier_MOA |
Base class for MOA-based Data Stream Generators | DSD_MOA |
Random RBF Generator Events Data Stream Generator | DSD_RandomRBFGeneratorEvents |
DSRegressor_MOA - MOA-based Stream Regressors | DSRegressor_MOA predict.DSRegressor_MOA update.DSRegressor_MOA |