keel.Algorithms.Neural_Networks.NNEP_Regr.problem.errorfunctions

Class MSEErrorFunction

java.lang.Object

keel.Algorithms.Neural_Networks.NNEP_Regr.problem.errorfunctions.MSEErrorFunction

All Implemented Interfaces:

IErrorFunction<double[]>

public class MSEErrorFunction
extends java.lang.Object
implements IErrorFunction<double[]>

MSE Error Function.

Since:

JDK1.5

Version:

0.1

Author:

Written by Pedro Antonio Gutierrez Penia (University of Cordoba) 16/7/2007, Written by Aaron Ruiz Mora (University of Cordoba) 16/7/2007

Constructor Summary

Constructors

Constructor and Description
MSEErrorFunction() Empty constructor

Method Summary

Modifier and Type	Method and Description
double	calculateError(double[] obtained, double[] expected) Returns the MSE of an array of obtained values, compared with an array of expected values

Methods inherited from class java.lang.Object

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

Constructor Detail

MSEErrorFunction

public MSEErrorFunction()

Empty constructor

Method Detail

calculateError

public double calculateError(double[] obtained,
                             double[] expected)

Returns the MSE of an array of obtained values, compared with an array of expected values

Specified by:

calculateError in interface IErrorFunction<double[]>

Parameters:

obtained - Double array of obtained values

expected - Double array of expected values

Returns:

double MSE value