Package index • streamMOA

Online clustering

MOA-based stream clustering algorithms and their shared interface.

DSC_MOA(): DSC_MOA Class
DSC_BICO_MOA(): BICO: Fast computation of k-means coresets in a data stream
DSC_CluStream(): CluStream Data Stream Clusterer
DSC_ClusTree(): ClusTree Data Stream Clusterer
DSC_DStream_MOA(): D-Stream Data Stream Clustering Algorithm
DSC_DenStream(): DenStream Data Stream Clusterer
DSC_StreamKM(): streamKM++

Stream generators

Generate streams using MOA.

DSD_MOA(): Base class for MOA-based data stream generators
DSD_RandomRBFGeneratorEvents(): Random RBF Generator Events Data Stream Generator

Outlier detection

MCOD clustering and outlier management.

DSC_MCOD() DSOutlier_MCOD() get_outlier_positions() recheck_outlier() clean_outliers(): Micro-cluster Continuous Outlier Detector (MCOD)