keel.Algorithms.Preprocess.NoiseFilters.ANR

Class FUN

java.lang.Object

keel.Algorithms.Preprocess.NoiseFilters.ANR.FUN

Direct Known Subclasses:

SquaresErrorNN

public abstract class FUN
extends java.lang.Object

Abstract class that represent a error function for a neural network.

Since:

JDK1.4

Version:

1.0

Author:

Written by Luciano Sánchez (University of Oviedo) 27/02/2004, Modified by Enrique A. de la Cal (University of Oviedo) 13/12/2008

Constructor Summary

Constructors

Constructor and Description
FUN()

Method Summary

Modifier and Type	Method and Description
abstract double	evaluate(double[][][] x) Returns the training mean square error for a perceptron with weights x

Methods inherited from class java.lang.Object

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

Constructor Detail

FUN

public FUN()

Method Detail

evaluate

public abstract double evaluate(double[][][] x)

Returns the training mean square error for a perceptron with weights x

Parameters:

x - the weights of a perceptron.

Returns:

the training mean square error of a perceptron with weights x.