keel.Algorithms.Fuzzy_Rule_Learning.Genetic.Shared.Classifier

Class FuzzyFGPClassifier

java.lang.Object

keel.Algorithms.Fuzzy_Rule_Learning.Genetic.Shared.Classifier.Classifier

keel.Algorithms.Fuzzy_Rule_Learning.Genetic.Shared.Classifier.FuzzyFGPClassifier

public class FuzzyFGPClassifier
extends Classifier

FuzzyFGPClassifier is designed to allow a Fuzzy Classifier evolve by means of an Genetic Programming (GP). This class is a specification of the class Classifier.

Since:

JDK1.4

Version:

1.0

Author:

Written by Luciano Sanchez (University of Oviedo) 21/01/2004, Modified by J.R. Villar (University of Oviedo) 19/12/2008

Constructor Summary

Constructors

Constructor and Description
FuzzyFGPClassifier(FuzzyFGPClassifier cb) Copy constructor of this class, which clones its components
FuzzyFGPClassifier(NodeRuleBase pR, FuzzyPartition c) Class constructor using the following parameters:

Method Summary

Modifier and Type	Method and Description
Classifier	clone() This method clones the current object.
void	debug() This method prints information about the Rule Base useful for debugging purposes
double[]	evaluate(double[] x) This method evaluates the classifier for a given input example.
java.lang.String	output() This method prints information about the Rule Base useful for debugging purposes
void	set(FuzzyFGPClassifier cb) This method copies the given FuzzyFGPClassifier in the current object.

Methods inherited from class keel.Algorithms.Fuzzy_Rule_Learning.Genetic.Shared.Classifier.Classifier

getMaximum

Methods inherited from class java.lang.Object

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

Constructor Detail

FuzzyFGPClassifier

public FuzzyFGPClassifier(NodeRuleBase pR,
                          FuzzyPartition c)

Class constructor using the following parameters:

Parameters:

pR - the NodeRuleBase

c - the class variable FuzzyPartition

FuzzyFGPClassifier

public FuzzyFGPClassifier(FuzzyFGPClassifier cb)

Copy constructor of this class, which clones its components

Parameters:

cb - the FuzzyFGPClassifier to copy

Method Detail

set

public void set(FuzzyFGPClassifier cb)

This method copies the given FuzzyFGPClassifier in the current object.

Parameters:

cb - the FuzzyFGPClassifier object to be assigned to the current one

debug

public void debug()

This method prints information about the Rule Base useful for debugging purposes

Specified by:

debug in class Classifier

output

public java.lang.String output()

This method prints information about the Rule Base useful for debugging purposes

Specified by:

output in class Classifier

Returns:

String with information about the Rule Base.

clone

public Classifier clone()

This method clones the current object.

Specified by:

clone in class Classifier

Returns:

a Classifier object which is a perfect copy of the current one.

evaluate

public double[] evaluate(double[] x)

This method evaluates the classifier for a given input example.

Specified by:

evaluate in class Classifier

Parameters:

x - array of doubles with the example to evaluate the classifier

Returns:

the double values array with the membership value of the example to each one of the classes.