Class StreamKM

  • All Implemented Interfaces:
    Configurable, Serializable, Clusterer, AWTRenderable, MOAObject, OptionHandler

    public class StreamKM
    extends AbstractClusterer
    Author:
    Marcel R. Ackermann, Christiane Lammersen, Marcus Maertens, Christoph Raupach, Christian Sohler, Kamil Swierkot Modified by Richard Hugh Moulton (24 Jul 2017) Citation: Marcel R. Ackermann, Christiane Lammersen, Marcus Märtens, Christoph Raupach, Christian Sohler, Kamil Swierkot: StreamKM++: A Clustering Algorithms for Data Streams. ALENEX 2010: 173-187
    See Also:
    Serialized Form
    • Field Detail

      • sizeCoresetOption

        public IntOption sizeCoresetOption
      • numClustersOption

        public IntOption numClustersOption
      • lengthOption

        public IntOption lengthOption
      • evaluateOption

        public FlagOption evaluateOption
      • randomSeedOption

        public IntOption randomSeedOption
      • clustererRandom

        protected MTRandom clustererRandom
      • centresStreamingCoreset

        protected Point[] centresStreamingCoreset
      • numberInstances

        protected int numberInstances
      • dimension

        protected int dimension
      • length

        protected int length
      • numberOfCentres

        protected int numberOfCentres
      • coresetsize

        protected int coresetsize
      • initialized

        protected boolean initialized
    • Constructor Detail

      • StreamKM

        public StreamKM()