Package elki.evaluation.clustering.internal

Class Silhouette.Par<O>

  • All Implemented Interfaces:
    elki.utilities.optionhandling.Parameterizer
    Enclosing class:
    Silhouette<O>
    public static class Silhouette.Par<O>
extends java.lang.Object
implements elki.utilities.optionhandling.Parameterizer
    Parameterization class.
    Author:
    Erich Schubert

    • Field Summary

      Fields 
      Modifier and Type Field Description
      private elki.distance.Distance<? super O> distance
      Distance function to use.
      static elki.utilities.optionhandling.OptionID DISTANCE_ID
      Parameter for choosing the distance function.
      static elki.utilities.optionhandling.OptionID NO_PENALIZE_ID
      Do not penalize ignored noise.
      static elki.utilities.optionhandling.OptionID NOISE_ID
      Parameter to treat noise as a single cluster.
      private NoiseHandling noiseOption
      Noise handling
      private boolean penalize
      Penalize noise, if NoiseHandling.IGNORE_NOISE is set.

    • 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)  
      Silhouette<O> make()  

      • Methods inherited from class java.lang.Object

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

    • Field Detail

      • DISTANCE_ID

        public static final elki.utilities.optionhandling.OptionID DISTANCE_ID
        Parameter for choosing the distance function.

      • NOISE_ID

        public static final elki.utilities.optionhandling.OptionID NOISE_ID
        Parameter to treat noise as a single cluster.

      • NO_PENALIZE_ID

        public static final elki.utilities.optionhandling.OptionID NO_PENALIZE_ID
        Do not penalize ignored noise.

      • distance

        private elki.distance.Distance<? super O> distance
        Distance function to use.

    • 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

      • make

        public Silhouette<O> make()
        Specified by:
        make in interface elki.utilities.optionhandling.Parameterizer