keel.Algorithms.Fuzzy_Rule_Learning.AdHoc.ClassifierFuzzyWangMendel

Class ClassifierFuzzyWangMendel

java.lang.Object

keel.Algorithms.Fuzzy_Rule_Learning.AdHoc.ClassifierFuzzyWangMendel.ClassifierFuzzyWangMendel

public class ClassifierFuzzyWangMendel
extends java.lang.Object

ClassifierFuzzyWangMendel is intended to generate a Fuzzy Rule Based System (FRBS) classifier using the Wang and Mendel approach. Hence, the algorithm first partitions the input and the output spaces and thus generates a complete Rule Base (RB). Then, for each example in the training dataset the most compatible rule antecedent from the RB is found and assigned with the corresponding output class. Finally, this rule is chosen as a one of the FRBS rules.

Since:

JDK1.4

Version:

1.0

Author:

Written by Luciano Sanchez (University of Oviedo) 21/07/2008, Modified by J.R. Villar (University of Oviedo) 19/12/2008

Constructor Summary

Constructors

Constructor and Description
ClassifierFuzzyWangMendel()

Method Summary

Modifier and Type	Method and Description
static void	main(java.lang.String[] args) This public static method runs the algorithm that this class concerns with.

Methods inherited from class java.lang.Object

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

Constructor Detail

ClassifierFuzzyWangMendel

public ClassifierFuzzyWangMendel()

Method Detail

main

public static void main(java.lang.String[] args)

This public static method runs the algorithm that this class concerns with.

Parameters:

args - Array of strings to sent parameters to the main program. The path of the algorithm's parameters file must be given.