org.neuroph.core.learning.error

Class MeanSquaredError

java.lang.Object

org.neuroph.core.learning.error.MeanSquaredError

All Implemented Interfaces:

Serializable, ErrorFunction

public final class MeanSquaredError
extends Object
implements ErrorFunction, Serializable

Commonly used mean squared error

Author:

Zoran Sevarac

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
MeanSquaredError()

Method Summary

Modifier and Type	Method and Description
double[]	addPatternError(double[] predictedOutput, double[] targetOutput) Calculates and adds pattern error for the given predicted and target output vector and adds it to total error.
double	getTotalError() Return total network error
void	reset() Sets total error and pattern count to zero.

Methods inherited from class java.lang.Object

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

Constructor Detail

MeanSquaredError

public MeanSquaredError()

Method Detail

addPatternError

public double[] addPatternError(double[] predictedOutput,
                                double[] targetOutput)

Description copied from interface: ErrorFunction

Calculates and adds pattern error for the given predicted and target output vector and adds it to total error.

Specified by:

addPatternError in interface ErrorFunction

Parameters:

predictedOutput - actual network output

targetOutput - target/desired output

Returns:

returns pattern error vector

reset

public void reset()

Description copied from interface: ErrorFunction

Sets total error and pattern count to zero.

Specified by:

reset in interface ErrorFunction

getTotalError

public double getTotalError()

Description copied from interface: ErrorFunction

Return total network error

Specified by:

getTotalError in interface ErrorFunction

Returns:

total network error