de.lmu.ifi.dbs.elki.math.linearalgebra.pca.weightfunctions
Class ExponentialStddevWeight

java.lang.Object
  de.lmu.ifi.dbs.elki.math.linearalgebra.pca.weightfunctions.ExponentialStddevWeight

All Implemented Interfaces:

WeightFunction, InspectionUtilFrequentlyScanned

public final class ExponentialStddevWeight
extends Object
implements WeightFunction

Exponential Weight function, scaled such that the result it 0.1 at distance == max stddev * exp(-.5 * distance/stddev) This is similar to the Gaussian weight function, except distance/stddev is not squared.

Constructor Summary

ExponentialStddevWeight()

Method Summary

double

getWeight(double distance, double max, double stddev) Get exponential weight, max is ignored.

Methods inherited from class java.lang.Object

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

Constructor Detail

ExponentialStddevWeight

public ExponentialStddevWeight()

Method Detail

getWeight

public double getWeight(double distance,
                        double max,
                        double stddev)

Get exponential weight, 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