Package elki.clustering.subspace

Class SUBCLU.Par<V extends elki.data.NumberVector>

  • All Implemented Interfaces:
    elki.utilities.optionhandling.Parameterizer
    Enclosing class:
    SUBCLU<V extends elki.data.NumberVector>
    public static class SUBCLU.Par<V extends elki.data.NumberVector>
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.subspace.DimensionSelectingSubspaceDistance<V> distance
      The distance function to determine the distance between objects.
      static elki.utilities.optionhandling.OptionID DISTANCE_FUNCTION_ID
      The distance function to determine the distance between objects.
      protected double epsilon
      Maximum radius of the neighborhood to be considered.
      static elki.utilities.optionhandling.OptionID EPSILON_ID
      Maximum radius of the neighborhood to be considered.
      protected int mindim
      Minimum dimensionality.
      static elki.utilities.optionhandling.OptionID MINDIM_ID
      Minimum dimensionality to generate clusters.
      protected int minpts
      Minimum number of points.
      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)  
      SUBCLU<V> make()  

      • Methods inherited from class java.lang.Object

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

    • Field Detail

      • DISTANCE_FUNCTION_ID

        public static final elki.utilities.optionhandling.OptionID DISTANCE_FUNCTION_ID
        The distance function to determine the distance between objects.

      • EPSILON_ID

        public static final elki.utilities.optionhandling.OptionID EPSILON_ID
        Maximum radius of the neighborhood to be considered.

      • 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.

      • MINDIM_ID

        public static final elki.utilities.optionhandling.OptionID MINDIM_ID
        Minimum dimensionality to generate clusters.

      • distance

        protected elki.distance.subspace.DimensionSelectingSubspaceDistance<V extends elki.data.NumberVector> distance
        The distance function to determine the distance between objects.

      • epsilon

        protected double epsilon
        Maximum radius of the neighborhood to be considered.

      • minpts

        protected int minpts
        Minimum number of points.

      • mindim

        protected int mindim
        Minimum dimensionality.

    • 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 SUBCLU<V> make()
        Specified by:
        make in interface elki.utilities.optionhandling.Parameterizer