Package elki.outlier.intrinsic

Class LID.Par<O>

  • All Implemented Interfaces:
    elki.utilities.optionhandling.Parameterizer
    Enclosing class:
    LID<O>
    public static class LID.Par<O>
extends java.lang.Object
implements elki.utilities.optionhandling.Parameterizer
    Parameterization class.
    Author:
    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
      Class to use for estimating the ID.
      protected int k
      Number of neighbors to use for ID estimation.
      static elki.utilities.optionhandling.OptionID K_ID
      Parameter for the number of neighbors.

    • 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)  
      LID<O> make()  

      • Methods inherited from class java.lang.Object

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

    • Field Detail

      • K_ID

        public static final elki.utilities.optionhandling.OptionID K_ID
        Parameter for the number of neighbors.

      • ESTIMATOR_ID

        public static final elki.utilities.optionhandling.OptionID ESTIMATOR_ID
        Class to use for estimating the ID.

      • distance

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

      • k

        protected int k
        Number of neighbors to use for ID estimation.

      • estimator

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

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