Package elki.clustering.kmedoids

Class CLARA.Par<V>

  • All Implemented Interfaces:
    elki.utilities.optionhandling.Parameterizer
    Enclosing class:
    CLARA<V>
    public static class CLARA.Par<V>
extends PAM.Par<V>
    Parameterization class.
    Author:
    Erich Schubert

    • Field Summary

      Fields 
      Modifier and Type Field Description
      (package private) boolean keepmed
      Keep the previous medoids in the sample.
      static elki.utilities.optionhandling.OptionID NOKEEPMED_ID
      Draw independent samples.
      (package private) int numsamples
      Number of samples to draw (i.e. iterations).
      static elki.utilities.optionhandling.OptionID NUMSAMPLES_ID
      The number of samples to run.
      (package private) elki.utilities.random.RandomFactory random
      Random factory for initialization.
      static elki.utilities.optionhandling.OptionID RANDOM_ID
      Random generator.
      static elki.utilities.optionhandling.OptionID SAMPLESIZE_ID
      The sample size.
      (package private) double sampling
      Sampling rate.

    • Constructor Summary

      Constructors 
      Constructor Description
      Par()  

    • Method Summary

      All Methods Instance Methods Concrete Methods 
      Modifier and Type Method Description
      void configure​(elki.utilities.optionhandling.parameterization.Parameterization config)  
      CLARA<V> make()  

      • Methods inherited from class java.lang.Object

        clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

    • Field Detail

      • NUMSAMPLES_ID

        public static final elki.utilities.optionhandling.OptionID NUMSAMPLES_ID
        The number of samples to run.

      • SAMPLESIZE_ID

        public static final elki.utilities.optionhandling.OptionID SAMPLESIZE_ID
        The sample size.

      • NOKEEPMED_ID

        public static final elki.utilities.optionhandling.OptionID NOKEEPMED_ID
        Draw independent samples.

      • RANDOM_ID

        public static final elki.utilities.optionhandling.OptionID RANDOM_ID
        Random generator.

      • sampling

        double sampling
        Sampling rate. If less than 1, it is considered to be a relative value.

      • numsamples

        int numsamples
        Number of samples to draw (i.e. iterations).

      • keepmed

        boolean keepmed
        Keep the previous medoids in the sample.

      • random

        elki.utilities.random.RandomFactory random
        Random factory for initialization.

    • Constructor Detail

      • Par

        public Par()

    • Method Detail

      • configure

        public void configure​(elki.utilities.optionhandling.parameterization.Parameterization config)
        Specified by:
        configure in interface elki.utilities.optionhandling.Parameterizer
        Overrides:
        configure in class PAM.Par<V>

      • make

        public CLARA<V> make()
        Specified by:
        make in interface elki.utilities.optionhandling.Parameterizer
        Overrides:
        make in class PAM.Par<V>