Package elki.outlier.lof

Class ALOCI.Par<O extends elki.data.NumberVector>

  • All Implemented Interfaces:
    elki.utilities.optionhandling.Parameterizer
    Enclosing class:
    ALOCI<V extends elki.data.NumberVector>
    public static class ALOCI.Par<O 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 int alpha
      Alpha: number of levels difference to use in comparison
      static elki.utilities.optionhandling.OptionID ALPHA_ID
      Parameter to specify the averaging neighborhood scaling.
      protected elki.distance.NumberVectorDistance<? super O> distance
      The distance function to use.
      protected int g
      G: number of shifted trees to create.
      static elki.utilities.optionhandling.OptionID GRIDS_ID
      Parameter to specify the number of Grids to use.
      protected int nmin
      Neighborhood minimum size
      static elki.utilities.optionhandling.OptionID NMIN_ID
      Parameter to specify the minimum neighborhood size
      protected elki.utilities.random.RandomFactory rnd
      Random generator
      static elki.utilities.optionhandling.OptionID SEED_ID
      Parameter to specify the seed to initialize Random.

    • 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)  
      ALOCI<O> make()  

      • Methods inherited from class java.lang.Object

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

    • Field Detail

      • NMIN_ID

        public static final elki.utilities.optionhandling.OptionID NMIN_ID
        Parameter to specify the minimum neighborhood size

      • ALPHA_ID

        public static final elki.utilities.optionhandling.OptionID ALPHA_ID
        Parameter to specify the averaging neighborhood scaling.

      • GRIDS_ID

        public static final elki.utilities.optionhandling.OptionID GRIDS_ID
        Parameter to specify the number of Grids to use.

      • SEED_ID

        public static final elki.utilities.optionhandling.OptionID SEED_ID
        Parameter to specify the seed to initialize Random.

      • nmin

        protected int nmin
        Neighborhood minimum size

      • alpha

        protected int alpha
        Alpha: number of levels difference to use in comparison

      • g

        protected int g
        G: number of shifted trees to create.

      • rnd

        protected elki.utilities.random.RandomFactory rnd
        Random generator

      • distance

        protected elki.distance.NumberVectorDistance<? super O extends elki.data.NumberVector> 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 ALOCI<O> make()
        Specified by:
        make in interface elki.utilities.optionhandling.Parameterizer