keel.Algorithms.MIL.APR.IteratedDiscrimination

Class IteratedDiscrimination

java.lang.Object

keel.Algorithms.MIL.AbstractMIAlgorithm

keel.Algorithms.MIL.APR.AbstractAPR

keel.Algorithms.MIL.APR.IteratedDiscrimination.IteratedDiscrimination

public class IteratedDiscrimination
extends AbstractAPR

Field Summary

Fields inherited from class keel.Algorithms.MIL.APR.AbstractAPR

bestFeatures

Fields inherited from class keel.Algorithms.MIL.AbstractMIAlgorithm

classIndex, numberFeatures, testDataset, testInstances, testReportFileName, trainDataset, trainInstances, trainInstancesCopy, trainReportFileName

Constructor Summary

Constructors

Constructor and Description
IteratedDiscrimination()

Method Summary

Modifier and Type	Method and Description
protected int[]	discriminatingFeatures(double[][] rectangle, int Class)
void	execute()
protected double	max(java.util.ArrayList<IInstance> instancesCovered, int attribute)
protected double	maxmin(int attribute, int Class)
protected double	min(java.util.ArrayList<IInstance> instancesCovered, int attribute)
protected double	minmax(int attribute, int Class)
protected void	removeInstances(double[][] rectangle, int Class, int feature)
void	setAlpha(double alpha)
void	setEpsilon(double epsilon)
void	setTau(double tau)

Methods inherited from class keel.Algorithms.MIL.APR.AbstractAPR

contains, contains, greedyFeatureSelection, max, min, report, report

Methods inherited from class keel.Algorithms.MIL.AbstractMIAlgorithm

getClassIndex, getNumberFeatures, getTrainInstances, loadTestDataset, loadTrainDataset, setDatasetSettings, setTestReportFileName, setTrainReportFileName

Methods inherited from class java.lang.Object

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

Constructor Detail

IteratedDiscrimination

public IteratedDiscrimination()

Method Detail

execute

public void execute()

Specified by:

execute in class AbstractMIAlgorithm

setAlpha

public void setAlpha(double alpha)

setEpsilon

public void setEpsilon(double epsilon)

setTau

public void setTau(double tau)

discriminatingFeatures

protected int[] discriminatingFeatures(double[][] rectangle,
                                       int Class)

Overrides:

discriminatingFeatures in class AbstractAPR

removeInstances

protected void removeInstances(double[][] rectangle,
                               int Class,
                               int feature)

Overrides:

removeInstances in class AbstractAPR

minmax

protected double minmax(int attribute,
                        int Class)

maxmin

protected double maxmin(int attribute,
                        int Class)

min

protected double min(java.util.ArrayList<IInstance> instancesCovered,
                     int attribute)

max

protected double max(java.util.ArrayList<IInstance> instancesCovered,
                     int attribute)