Package elki.outlier.intrinsic

Class IDOS.Par<O>

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

    • Field Summary

      Fields 
      Modifier and Type Field Description
      protected elki.distance.Distance<? super O> distance
      The distance function to use.
      protected elki.math.statistics.intrinsicdimensionality.IntrinsicDimensionalityEstimator<? super O> estimator
      Estimator for intrinsic dimensionality.
      static elki.utilities.optionhandling.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 elki.utilities.optionhandling.OptionID KC_ID
      Parameter to specify the number of nearest neighbors of an object to be used for the GED computation.
      static elki.utilities.optionhandling.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​(elki.utilities.optionhandling.parameterization.Parameterization config)  
      IDOS<O> make()  

      • 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 elki.utilities.optionhandling.OptionID ESTIMATOR_ID
        The class used for estimating the intrinsic dimensionality.

      • KR_ID

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

      • KC_ID

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

      • distance

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

      • estimator

        protected elki.math.statistics.intrinsicdimensionality.IntrinsicDimensionalityEstimator<? super O> estimator
        Estimator for intrinsic dimensionality.

      • 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​(elki.utilities.optionhandling.parameterization.Parameterization config)
        Specified by:
        configure in interface elki.utilities.optionhandling.Parameterizer

      • make

        public IDOS<O> make()
        Specified by:
        make in interface elki.utilities.optionhandling.Parameterizer