Class GaussianAffinityMatrixBuilder.Par<O>

  • Type Parameters:
    O - Object type
    All Implemented Interfaces:
    Parameterizer
    Enclosing class:
    GaussianAffinityMatrixBuilder<O>

    public static class GaussianAffinityMatrixBuilder.Par<O>
    extends java.lang.Object
    implements Parameterizer
    Parameterization class.
    Author:
    Erich Schubert
    • Field Summary

      Fields 
      Modifier and Type Field Description
      protected Distance<? super O> distance
      The distance function to use.
      protected double sigma
      Bandwidth.
      static OptionID SIGMA_ID
      Sigma parameter, the Gaussian bandwidth
    • Constructor Summary

      Constructors 
      Constructor Description
      Par()  
    • Field Detail

      • SIGMA_ID

        public static final OptionID SIGMA_ID
        Sigma parameter, the Gaussian bandwidth
      • sigma

        protected double sigma
        Bandwidth.
      • distance

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