Package elki.outlier

Class SimpleCOP.Par<V extends NumberVector>

    • Field Summary

      Fields 
      Modifier and Type Field Description
      protected Distance<? super V> distance
      The distance function to use.
      protected EigenPairFilter filter
      Filter for selecting eigenvectors.
      protected int k
      Number of neighbors to be considered.
      static OptionID K_ID
      Parameter to specify the number of nearest neighbors of an object to be considered for computing its COP_SCORE, must be an integer greater than 0.
      protected PCARunner pca
      Holds the object performing the dependency derivation
      static OptionID PCARUNNER_ID
      Parameter for the PCA runner class.
    • 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.
      SimpleCOP<V> 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

      • K_ID

        public static final OptionID K_ID
        Parameter to specify the number of nearest neighbors of an object to be considered for computing its COP_SCORE, must be an integer greater than 0.
      • PCARUNNER_ID

        public static final OptionID PCARUNNER_ID
        Parameter for the PCA runner class.
      • k

        protected int k
        Number of neighbors to be considered.
      • pca

        protected PCARunner pca
        Holds the object performing the dependency derivation
      • filter

        protected EigenPairFilter filter
        Filter for selecting eigenvectors.
    • 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 SimpleCOP<V> 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