com.penguinwerks.jodene.calculators
Class SSEErrorCalculator

java.lang.Object
  com.penguinwerks.jodene.ErrorCalculator
      com.penguinwerks.jodene.calculators.SSEErrorCalculator

public class SSEErrorCalculator

extends ErrorCalculator

A sum of squares error calculator. This calculates the network error based on the sum of squares.

Author:

Paul Hoehne

Constructor Summary

SSEErrorCalculator()
Default constructor.

Method Summary

double	calculateError(java.util.Map expected, java.util.Map actual) Calculates the error based on the sum of squares where the total error is equal to the sum of the squares of the differences between the actual and expected values.
java.lang.String	getDefaultName() Returns the default name of the sum of squares error calculator

Methods inherited from class java.lang.Object

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

Constructor Detail

SSEErrorCalculator

public SSEErrorCalculator()

Default constructor.

Method Detail

calculateError

public double calculateError(java.util.Map expected,
                             java.util.Map actual)

Calculates the error based on the sum of squares where the total error is equal to the sum of the squares of the differences between the actual and expected values.

Specified by:

calculateError in class ErrorCalculator

Parameters:

expected - The expected values, based on a training example.

actual - The actual values obtained from the network.

Returns:

The error.

getDefaultName

public java.lang.String getDefaultName()

Returns the default name of the sum of squares error calculator

Specified by:

getDefaultName in class ErrorCalculator

Returns:

The default name.