keel.Algorithms.ImbalancedClassification.Ensembles.Preprocess.Basic

Class Metodo

java.lang.Object

keel.Algorithms.ImbalancedClassification.Ensembles.Preprocess.Basic.Metodo

Direct Known Subclasses:

EUSCHCQstat

public class Metodo
extends java.lang.Object

File: Metodo.java An auxiliary class to initialize Instance Selection algorithms

Since:

JDK1.5

Version:

0.1

Author:

Written by Salvador Garc?a (University of Granada) 20/07/2004, Modified by Isaac Triguero (University of Granada) 22/06/2010, Modified by Victoria Lopez (University of Granada) 21/09/2010

Field Summary

Fields

Modifier and Type	Field and Description
protected int[]	clasesTest
protected int[]	clasesTrain
protected double[][]	datosTest
protected double[][]	datosTrain
protected boolean	distanceEu
protected Attribute[]	entradas
protected java.lang.String[]	ficheroSalida
protected java.lang.String	ficheroTest
protected java.lang.String	ficheroTraining
protected int	nEntradas
protected static double[][][]	nominalDistance
protected int[][]	nominalTrain
protected boolean[][]	nulosTrain
protected double[][]	realTrain
protected java.lang.String	relation
protected Attribute	salida
protected static double[]	stdDev
protected InstanceSet	test
protected InstanceSet	training

Constructor Summary

Constructors

Constructor and Description
Metodo() Default builder
Metodo(java.lang.String ficheroScript) Builder.

Method Summary

Modifier and Type	Method and Description
protected void	normalizar() This function builds the data matrix for reference data and normalizes inputs values
void	readConfiguration(java.lang.String ficheroScript) Reads the parameters of the algorithm.
void	run()
void	runAlgorithm()

Methods inherited from class java.lang.Object

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

Field Detail

ficheroTraining

protected java.lang.String ficheroTraining

ficheroTest

protected java.lang.String ficheroTest

ficheroSalida

protected java.lang.String[] ficheroSalida

training

protected InstanceSet training

test

protected InstanceSet test

entradas

protected Attribute[] entradas

salida

protected Attribute salida

nEntradas

protected int nEntradas

relation

protected java.lang.String relation

datosTrain

protected double[][] datosTrain

clasesTrain

protected int[] clasesTrain

datosTest

protected double[][] datosTest

clasesTest

protected int[] clasesTest

nulosTrain

protected boolean[][] nulosTrain

nominalTrain

protected int[][] nominalTrain

realTrain

protected double[][] realTrain

distanceEu

protected boolean distanceEu

nominalDistance

protected static double[][][] nominalDistance

stdDev

protected static double[] stdDev

Constructor Detail

Metodo

public Metodo()

Default builder

Metodo

public Metodo(java.lang.String ficheroScript)

Builder. Creates the basic structures of the algorithm

Parameters:

ficheroScript - Configuration script

Method Detail

normalizar

protected void normalizar()
                   throws CheckException

This function builds the data matrix for reference data and normalizes inputs values

Throws:

CheckException - if the dataset is not appropiate.

readConfiguration

public void readConfiguration(java.lang.String ficheroScript)

Reads the parameters of the algorithm. Must be implemented in the subclass.

Parameters:

ficheroScript - Configuration script

runAlgorithm

public void runAlgorithm()

run

public void run()