keel.Algorithms.Preprocess.Feature_Selection.evolutionary_algorithms.CHC.filter

Class CHCBinaryIncon

java.lang.Object

keel.Algorithms.Preprocess.Feature_Selection.evolutionary_algorithms.CHC.filter.CHCBinaryIncon

public class CHCBinaryIncon
extends java.lang.Object

MAIN CLASS OF THE CHC FEATURE SELECTION ALGORITHM

Author:

Manuel Chica Serrano CHC Algorithm uses binary representation for feature selection (inconsistency filter). Inputs: seed, number of nearest neighbours used in KNN Classifier, population length, number of evaluations, divergence ratio, alfa value for fitness function Representation: Binary Elitism HUX Crossover and avoiding incest Restart using best chromosome as template Fitness: (1-alfa)*precision + alfa*features_selected Stopping criteria: number of evaluations

Constructor Summary

Constructors

Constructor and Description
CHCBinaryIncon(java.lang.String ficParametros) Creates a new instance of CHCBinaryIncon

Method Summary

Modifier and Type	Method and Description
void	ejecutar() method interface for CHC algorithm.

Methods inherited from class java.lang.Object

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

Constructor Detail

CHCBinaryIncon

public CHCBinaryIncon(java.lang.String ficParametros)

Creates a new instance of CHCBinaryIncon

Parameters:

ficParametros - Configuration file.

Method Detail

ejecutar

public void ejecutar()

method interface for CHC algorithm.