keel.Algorithms.PSO_Learning.LDWPSO

Class LDWPSO

java.lang.Object

keel.Algorithms.PSO_Learning.LDWPSO.LDWPSO

public class LDWPSO
extends java.lang.Object

Title: Algorithm LDWPSO

Description: It contains the implementation of the algorithm

Company: KEEL

Version:

1.0

Author:

Jose A. Saez Munoz

Field Summary

Fields

Modifier and Type	Field and Description
static myDataset	test Training dataset.
static myDataset	train Training dataset.
static myDataset	val Training dataset.

Constructor Summary

Constructors

Constructor and Description
LDWPSO() Default constructor
LDWPSO(parseParameters parameters) It reads the data from the input files (training, validation and test) and parse all the parameters from the parameters array.

Method Summary

Modifier and Type	Method and Description
void	EliminarInstanciasClasificadas(Particle p) Removes from the dataset the instances that are correctly classified by the rule contained in the particle given as argument.
void	execute() It launches the algorithm
void	PrintOutputRules() Prints on the ouput rules file the rules inferenced by the algorithm.

Methods inherited from class java.lang.Object

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

Field Detail

train

public static myDataset train

Training dataset.

val

public static myDataset val

Training dataset.

test

public static myDataset test

Training dataset.

Constructor Detail

LDWPSO

public LDWPSO()

Default constructor

LDWPSO

public LDWPSO(parseParameters parameters)

It reads the data from the input files (training, validation and test) and parse all the parameters from the parameters array.

Parameters:

parameters - parseParameters It contains the input files, output files and parameters

Method Detail

execute

public void execute()

It launches the algorithm

EliminarInstanciasClasificadas

public void EliminarInstanciasClasificadas(Particle p)

Removes from the dataset the instances that are correctly classified by the rule contained in the particle given as argument.

Parameters:

p - particle that contains the rule to check with.

PrintOutputRules

public void PrintOutputRules()

Prints on the ouput rules file the rules inferenced by the algorithm.