jhpro.nnet.jknnl

Class EuclidesMetric

java.lang.Object

jhpro.nnet.jknnl.EuclidesMetric

All Implemented Interfaces:

MetricModel

public class EuclidesMetric
extends java.lang.Object
implements MetricModel

Euclid metric return distance calculated by function: sum[sqrt(x_i - y_i)] for each element from inputs vectors, where x_i is first input vector element, y_i is second vector element.

Constructor Summary

Constructors

Constructor and Description
EuclidesMetric() Creates a new instance of CityBlockMetric

Method Summary

Modifier and Type	Method and Description
double	getDistance(double[] firstVector, double[] secondVector) Return value containing the distance information.

Methods inherited from class java.lang.Object

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

Constructor Detail

EuclidesMetric

public EuclidesMetric()

Creates a new instance of CityBlockMetric

Method Detail

getDistance

public double getDistance(double[] firstVector,
                          double[] secondVector)

Return value containing the distance information. firstVector vector and secondVector must have the same size otherwise function return -1

Specified by:

getDistance in interface MetricModel

Parameters:

firstVector - first vector

secondVector - second vector

Returns:

distance information