Package unifeat.featureSelection.hybrid

Class HybridApproach

java.lang.Object

unifeat.featureSelection.FeatureSelection

unifeat.featureSelection.hybrid.HybridApproach

public abstract class HybridApproach
extends FeatureSelection

The abstract class contains the main methods and fields that are used in all hybrid-based feature selection methods. This class inherits from FeatureSelection class.

Author:

Sina Tabakhi

See Also:

• FeatureSelection

Field Summary

Fields inherited from class unifeat.featureSelection.FeatureSelection

numClass, numFeatures, numSelectedFeature, selectedFeatureSubset, trainSet

Constructor Summary

Constructors

Constructor	Description
HybridApproach()	Initializes the parameters

Method Summary

Modifier and Type	Method	Description
static HybridApproach	newMethod(HybridType type, Object... arguments)	This method creates new object from one of the classes that has been inherited from the HybridApproach class according to type of the feature selection method.

Methods inherited from class unifeat.featureSelection.FeatureSelection

evaluateFeatures, getSelectedFeatureSubset, loadDataSet, loadDataSet, setNumSelectedFeature, validate

Methods inherited from class java.lang.Object

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

Constructor Details

HybridApproach

public HybridApproach()

Initializes the parameters

Method Details

newMethod

public static HybridApproach newMethod(HybridType type,
 Object... arguments)

This method creates new object from one of the classes that has been inherited from the HybridApproach class according to type of the feature selection method.

Parameters:

type - type of the hybrid feature selection method

arguments - a list of arguments that is applied in the feature selection method

Returns:

the created object that has been inherited from the HybridApproach class