Package elki.outlier.intrinsic

Class IDOS.Par<O>

  • All Implemented Interfaces:
    Parameterizer
    Enclosing class:
    IDOS<O>
    public static class IDOS.Par<O>
extends java.lang.Object
implements Parameterizer
    Parameterization class.
    Author:
    Jonathan von Brünken, Erich Schubert

    • Field Summary

      Fields 
      Modifier and Type Field Description
      protected Distance<? super O> distance
      The distance function to use.
      protected IntrinsicDimensionalityEstimator<? super O> estimator
      Estimator for intrinsic dimensionality.
      static OptionID ESTIMATOR_ID
      The class used for estimating the intrinsic dimensionality.
      protected int k_c
      kNN for the context set (ID computation).
      protected int k_r
      kNN for the reference set.
      static OptionID KC_ID
      Parameter to specify the number of nearest neighbors of an object to be used for the GED computation.
      static OptionID KR_ID
      Parameter to specify the neighborhood size to use for the averaging.

    • 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.
      IDOS<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

      • ESTIMATOR_ID

        public static final OptionID ESTIMATOR_ID
        The class used for estimating the intrinsic dimensionality.

      • KR_ID

        public static final OptionID KR_ID
        Parameter to specify the neighborhood size to use for the averaging.

      • KC_ID

        public static final OptionID KC_ID
        Parameter to specify the number of nearest neighbors of an object to be used for the GED computation.

      • distance

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

      • k_c

        protected int k_c
        kNN for the context set (ID computation).

      • k_r

        protected int k_r
        kNN for the reference set.

    • 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 IDOS<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