Package elki.clustering.correlation

Class ORCLUS.Par

  • All Implemented Interfaces:
    elki.utilities.optionhandling.Parameterizer
    Enclosing class:
    ORCLUS
    public static class ORCLUS.Par
extends AbstractProjectedClustering.Par
    Parameterization class.
    Author:
    Erich Schubert

    • Field Summary

      Fields 
      Modifier and Type Field Description
      protected double alpha
      Cluster reduction factor
      static elki.utilities.optionhandling.OptionID ALPHA_ID
      Parameter to specify the factor for reducing the number of current clusters in each iteration, must be an integer greater than 0 and less than 1.
      protected elki.math.linearalgebra.pca.PCARunner pca
      PCA procedure
      protected elki.utilities.random.RandomFactory rnd
      Random number generation.
      static elki.utilities.optionhandling.OptionID SEED_ID
      Parameter to specify the random generator seed.

    • 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)  
      ORCLUS make()  

      • Methods inherited from class java.lang.Object

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

    • Field Detail

      • ALPHA_ID

        public static final elki.utilities.optionhandling.OptionID ALPHA_ID
        Parameter to specify the factor for reducing the number of current clusters in each iteration, must be an integer greater than 0 and less than 1.

      • SEED_ID

        public static final elki.utilities.optionhandling.OptionID SEED_ID
        Parameter to specify the random generator seed.

      • alpha

        protected double alpha
        Cluster reduction factor

      • rnd

        protected elki.utilities.random.RandomFactory rnd
        Random number generation.

      • pca

        protected elki.math.linearalgebra.pca.PCARunner pca
        PCA procedure

    • Constructor Detail

      • Par

        public Par()

    • Method Detail

      • configure

        public void configure​(elki.utilities.optionhandling.parameterization.Parameterization config)