Class GaussStddevWeight

  • All Implemented Interfaces:
    WeightFunction

    public final class GaussStddevWeight
    extends java.lang.Object
    implements WeightFunction
    Gaussian weight function, scaled using standard deviation \( \frac{1}{\sqrt{2\pi}} \exp(-\frac{\text{dist}^2}{2\sigma^2}) \)
    Since:
    0.2
    Author:
    Erich Schubert
    • Method Summary

      All Methods Instance Methods Concrete Methods 
      Modifier and Type Method Description
      double getWeight​(double distance, double max, double stddev)
      Get Gaussian Weight using standard deviation for scaling. max is ignored.
      • Methods inherited from class java.lang.Object

        clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait
    • Constructor Detail

      • GaussStddevWeight

        public GaussStddevWeight()
    • Method Detail

      • getWeight

        public double getWeight​(double distance,
                                double max,
                                double stddev)
        Get Gaussian Weight using standard deviation for scaling. max is ignored.
        Specified by:
        getWeight in interface WeightFunction
        Parameters:
        distance - distance of the query point
        max - maximum distance of all included points
        stddev - standard deviation (i.e. quadratic mean / RMS) of the included points
        Returns:
        weight for the query point