Package elki.outlier.meta

Class FeatureBagging.Par

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

    • Field Summary

      Fields 
      Modifier and Type Field Description
      protected boolean breadth
      Cumulative sum or breadth first combinations.
      static elki.utilities.optionhandling.OptionID BREADTH_ID
      The flag for using the breadth first approach.
      protected int k
      The neighborhood size to use.
      protected int num
      Number of instances to use.
      static elki.utilities.optionhandling.OptionID NUM_ID
      Parameter to specify the number of instances to use in the ensemble.
      protected elki.utilities.random.RandomFactory rnd
      Random generator.
      static elki.utilities.optionhandling.OptionID SEED_ID
      The parameter to specify the random seed.

    • 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)  
      FeatureBagging make()  

      • Methods inherited from class java.lang.Object

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

    • Field Detail

      • NUM_ID

        public static final elki.utilities.optionhandling.OptionID NUM_ID
        Parameter to specify the number of instances to use in the ensemble.

      • BREADTH_ID

        public static final elki.utilities.optionhandling.OptionID BREADTH_ID
        The flag for using the breadth first approach.

      • SEED_ID

        public static final elki.utilities.optionhandling.OptionID SEED_ID
        The parameter to specify the random seed.

      • k

        protected int k
        The neighborhood size to use.

      • num

        protected int num
        Number of instances to use.

      • breadth

        protected boolean breadth
        Cumulative sum or breadth first combinations.

      • rnd

        protected elki.utilities.random.RandomFactory rnd
        Random generator.

    • 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 FeatureBagging make()
        Specified by:
        make in interface elki.utilities.optionhandling.Parameterizer