Class SUBCLU.Par<V extends NumberVector>

    • Field Summary

      Fields 
      Modifier and Type Field Description
      protected DimensionSelectingSubspaceDistance<V> distance
      The distance function to determine the distance between objects.
      static 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 OptionID EPSILON_ID
      Maximum radius of the neighborhood to be considered.
      protected int mindim
      Minimum dimensionality.
      static OptionID MINDIM_ID
      Minimum dimensionality to generate clusters.
      protected int minpts
      Minimum number of points.
      static 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​(Parameterization config)
      Configure the class.
      SUBCLU<V> make()
      Make an instance after successful configuration.
      • 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 OptionID DISTANCE_FUNCTION_ID
        The distance function to determine the distance between objects.
      • EPSILON_ID

        public static final OptionID EPSILON_ID
        Maximum radius of the neighborhood to be considered.
      • MINPTS_ID

        public static final 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 OptionID MINDIM_ID
        Minimum dimensionality to generate clusters.
      • 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​(Parameterization config)
        Description copied from interface: Parameterizer
        Configure the class.

        Note: the status is collected by the parameterization object, so that multiple errors may arise and be reported in one run.

        Specified by:
        configure in interface Parameterizer
        Parameters:
        config - Parameterization
      • make

        public SUBCLU<V> make()
        Description copied from interface: Parameterizer
        Make an instance after successful configuration.

        Note: your class should return the exact type, only this very broad interface should use Object as return type.

        Specified by:
        make in interface Parameterizer
        Returns:
        a new instance