Class FDBSCANNeighborPredicate.Par

    • Field Summary

      Fields 
      Modifier and Type Field Description
      protected double epsilon
      Epsilon radius
      static OptionID SAMPLE_SIZE_ID
      Number of samples per uncertain object.
      protected int sampleSize
      The size of samplesets that should be drawn for neighborcheck.
      protected RandomFactory seed
      Random generator.
      static OptionID SEED_ID
      Seed for random sample draw.
      protected double threshold
      The relative amount of epsilon-close pairings determined by the neighborcheck.
      static OptionID THRESHOLD_ID
      Threshold for epsilon-neighborhood, defaults to 0.5.
    • Constructor Summary

      Constructors 
      Constructor Description
      Par()  
    • Field Detail

      • SAMPLE_SIZE_ID

        public static final OptionID SAMPLE_SIZE_ID
        Number of samples per uncertain object.
      • THRESHOLD_ID

        public static final OptionID THRESHOLD_ID
        Threshold for epsilon-neighborhood, defaults to 0.5.
      • SEED_ID

        public static final OptionID SEED_ID
        Seed for random sample draw.
      • epsilon

        protected double epsilon
        Epsilon radius
      • sampleSize

        protected int sampleSize
        The size of samplesets that should be drawn for neighborcheck.
      • threshold

        protected double threshold
        The relative amount of epsilon-close pairings determined by the neighborcheck.
    • 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 FDBSCANNeighborPredicate 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