keel.Algorithms.MIL.Nearest_Neighbour

Class AbstractNearestNeighbour

java.lang.Object

keel.Algorithms.MIL.AbstractMIAlgorithm

keel.Algorithms.MIL.Nearest_Neighbour.AbstractNearestNeighbour

Direct Known Subclasses:

CKNN, KNN

public abstract class AbstractNearestNeighbour
extends AbstractMIAlgorithm

Field Summary

Fields

Modifier and Type	Field and Description
protected boolean	HausdorffMaxDistance
protected int	numberReferences

Fields inherited from class keel.Algorithms.MIL.AbstractMIAlgorithm

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

Constructor Summary

Constructors

Constructor and Description
AbstractNearestNeighbour()

Method Summary

Modifier and Type	Method and Description
protected double	distance(double[] instanceA, double[] instanceB)
protected double	HausdorffMaxDistance(java.util.ArrayList<IInstance> bagA, java.util.ArrayList<IInstance> bagB)
protected double	HausdorffMinDistance(java.util.ArrayList<IInstance> bagA, java.util.ArrayList<IInstance> bagB)
protected int[]	references(java.util.ArrayList<IInstance> bag, int numReferences)
void	setHausdorffMaxDistance(boolean hausdorffMaxDistance)
void	setNumberReferences(int numberReferences)

Methods inherited from class keel.Algorithms.MIL.AbstractMIAlgorithm

execute, 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

Field Detail

HausdorffMaxDistance

protected boolean HausdorffMaxDistance

numberReferences

protected int numberReferences

Constructor Detail

AbstractNearestNeighbour

public AbstractNearestNeighbour()

Method Detail

setNumberReferences

public void setNumberReferences(int numberReferences)

setHausdorffMaxDistance

public void setHausdorffMaxDistance(boolean hausdorffMaxDistance)

distance

protected double distance(double[] instanceA,
                          double[] instanceB)

HausdorffMaxDistance

protected double HausdorffMaxDistance(java.util.ArrayList<IInstance> bagA,
                                      java.util.ArrayList<IInstance> bagB)

HausdorffMinDistance

protected double HausdorffMinDistance(java.util.ArrayList<IInstance> bagA,
                                      java.util.ArrayList<IInstance> bagB)

references

protected int[] references(java.util.ArrayList<IInstance> bag,
                           int numReferences)