Class INFLO.Par<O>

  • All Implemented Interfaces:
    Parameterizer
    Enclosing class:
    INFLO<O>

    public static class INFLO.Par<O>
    extends java.lang.Object
    implements Parameterizer
    Parameterization class.
    Author:
    Erich Schubert
    • Field Summary

      Fields 
      Modifier and Type Field Description
      protected Distance<? super O> distance
      The distance function to use.
      protected int k
      Number of neighbors to use.
      static OptionID K_ID
      Parameter to specify the number of nearest neighbors of an object to be considered for computing its INFLO score.
      protected double m
      M parameter
      static OptionID M_ID
      Parameter to specify if any object is a Core Object must be a double greater than 0.0
    • 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.
      INFLO<O> 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

      • M_ID

        public static final OptionID M_ID
        Parameter to specify if any object is a Core Object must be a double greater than 0.0

        see paper "Two-way search method" 3.2

      • K_ID

        public static final OptionID K_ID
        Parameter to specify the number of nearest neighbors of an object to be considered for computing its INFLO score.
      • distance

        protected Distance<? super O> distance
        The distance function to use.
      • m

        protected double m
        M parameter
      • k

        protected int k
        Number of neighbors to use.
    • 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 INFLO<O> 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