keel.Algorithms.MIL.Diverse_Density.EMDD

Class EMDD

java.lang.Object

keel.Algorithms.MIL.AbstractMIAlgorithm

keel.Algorithms.MIL.Diverse_Density.EMDD.EMDD

public class EMDD
extends AbstractMIAlgorithm

MIEMDD Qi Zhang, Sally A. Goldman: EM-DD: An Improved Multiple-Instance Learning Technique. In: Advances in Neural Information Processing Systems 14, 1073-108, 2001.

Field Summary

Fields

Modifier and Type	Field and Description
protected double[]	best
protected double[][]	multiInstanceData
protected EMDDoptimization	optimization

Fields inherited from class keel.Algorithms.MIL.AbstractMIAlgorithm

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

Constructor Summary

Constructors

Constructor and Description
EMDD()

Method Summary

Modifier and Type	Method and Description
void	execute()
double[][]	getMultiInstanceData()

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

Field Detail

best

protected double[] best

multiInstanceData

protected double[][] multiInstanceData

optimization

protected EMDDoptimization optimization

Constructor Detail

EMDD

public EMDD()

Method Detail

getMultiInstanceData

public double[][] getMultiInstanceData()

execute

public void execute()
             throws java.lang.Exception

Specified by:

execute in class AbstractMIAlgorithm

Throws:

java.lang.Exception