keel.Algorithms.Fuzzy_Rule_Learning.Random_Sets.FSS98

Class FSS98

java.lang.Object

keel.Algorithms.Fuzzy_Rule_Learning.Random_Sets.FSS98.FSS98

public class FSS98
extends java.lang.Object

ModelFuzzySAP is intended to generate a Fuzzy Rule Based System (FRBS) regression model using the fuzzy random sets regression algorithm. This class makes used of the following classes: RSFSS: the model to be learned Detailed in: L. Sánchez. A Random Sets-Based Method for Identifying Fuzzy Models. Fuzzy Sets and Systems 98:3 (1998) 343-354.

Since:

JDK1.4

Version:

1.0

Author:

Written by Luciano Sanchez (University of Oviedo) 08/03/2004

Constructor Summary

Constructors

Constructor and Description
FSS98()

Method Summary

Modifier and Type	Method and Description
static void	fuzzyFSSmodeling(boolean tty, ProcessConfig pc) This private static method extracts the dataset and the method's parameters from the KEEL environment, carries out with the partitioning of the input and output spaces, learn the FRBS model --which is a RSFSS instance-- using the random sets regression algorithm and print out the results with the validation dataset
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

FSS98

public FSS98()

Method Detail

fuzzyFSSmodeling

public static void fuzzyFSSmodeling(boolean tty,
                                    ProcessConfig pc)

This private static method extracts the dataset and the method's parameters from the KEEL environment, carries out with the partitioning of the input and output spaces, learn the FRBS model --which is a RSFSS instance-- using the random sets regression algorithm and print out the results with the validation dataset. *

Parameters:

tty - unused boolean parameter, kept for compatibility

pc - ProcessConfig object to obtain the train and test datasets and the method's parameters.

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.