Class CLARANS.Par<V>

    • Constructor Summary

      Constructor Description
    • Method Summary

      All Methods Instance Methods Concrete Methods 
      Modifier and Type Method Description
      void configure​(Parameterization config)
      Configure the class.
      protected double defaultRate()
      Default sampling rate.
      CLARANS<V> make()
      Make an instance after successful configuration.
      • Methods inherited from class java.lang.Object

        clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait
    • Field Detail


        public static final OptionID RESTARTS_ID
        The number of restarts to run.

        public static final OptionID NEIGHBORS_ID
        The number of neighbors to explore.
      • RANDOM_ID

        public static final OptionID RANDOM_ID
        Random generator.
      • maxneighbor

        double maxneighbor
        Maximum neighbors to explore. If less than 1, it is considered to be a relative value.
      • numlocal

        int numlocal
        Number of restarts to do.
      • k

        int k
        Number of cluster centers to find.
      • distance

        protected Distance<? super V> distance
        The distance function to use.
    • Constructor Detail

      • Par

        public Par()
    • Method Detail

      • defaultRate

        protected double defaultRate()
        Default sampling rate.
        Default sampling rate.
      • configure

        public void configure​(Parameterization config)
        Description copied from interface: Parameterizer
        Configure the class.

        Note: the status is collected by the parameterization object, so that multiple errors may arise and be reported in one run.

        Specified by:
        configure in interface Parameterizer
        config - Parameterization
      • make

        public CLARANS<V> make()
        Description copied from interface: Parameterizer
        Make an instance after successful configuration.

        Note: your class should return the exact type, only this very broad interface should use Object as return type.

        Specified by:
        make in interface Parameterizer
        a new instance