Package elki.clustering.dbscan

Class DBSCAN.Par<O>

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

    • Field Summary

      Fields 
      Modifier and Type Field Description
      protected elki.distance.Distance<? super O> distance
      The distance function to use.
      protected double epsilon
      Holds the epsilon radius threshold.
      static elki.utilities.optionhandling.OptionID EPSILON_ID
      Parameter to specify the maximum radius of the neighborhood to be considered, must be suitable to the distance function specified.
      protected int minpts
      Holds the minimum cluster size.
      static elki.utilities.optionhandling.OptionID MINPTS_ID
      Parameter to specify the threshold for minimum number of points in the epsilon-neighborhood of a point, must be an integer greater than 0.

    • 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)  
      DBSCAN<O> make()  

      • Methods inherited from class java.lang.Object

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

    • Field Detail

      • EPSILON_ID

        public static final elki.utilities.optionhandling.OptionID EPSILON_ID
        Parameter to specify the maximum radius of the neighborhood to be considered, must be suitable to the distance function specified.

      • MINPTS_ID

        public static final elki.utilities.optionhandling.OptionID MINPTS_ID
        Parameter to specify the threshold for minimum number of points in the epsilon-neighborhood of a point, must be an integer greater than 0.

      • epsilon

        protected double epsilon
        Holds the epsilon radius threshold.

      • minpts

        protected int minpts
        Holds the minimum cluster size.

      • distance

        protected elki.distance.Distance<? super O> distance
        The 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 DBSCAN<O> make()
        Specified by:
        make in interface elki.utilities.optionhandling.Parameterizer