Package unifeat.featureSelection.embedded

Class EmbeddedType

java.lang.Object

unifeat.featureSelection.EnumType

unifeat.featureSelection.embedded.EmbeddedType

public class EmbeddedType
extends EnumType

This java class is used to define the names of embedded-based feature selection methods.

Author:

Sina Tabakhi

See Also:

• EnumType

Field Summary

Fields

Modifier and Type	Field	Description
static final EmbeddedType	DECISION_TREE_BASED
static final EmbeddedType	MSVM_RFE
static final EmbeddedType	NONE
static final EmbeddedType	OVA_SVM_RFE
static final EmbeddedType	OVO_SVM_RFE
static final EmbeddedType	RANDOM_FOREST_METHOD
static final EmbeddedType	SVM_RFE

Fields inherited from class unifeat.featureSelection.EnumType

name, value

Constructor Summary

Constructors

Modifier	Constructor	Description
private	EmbeddedType(String name)	Creates new EmbeddedType.

Method Summary

Modifier and Type	Method	Description
static String[]	asList()	Returns the names of embedded-based feature selection methods
static boolean	isEmbeddedMethod(String type)	Checks whether the method is embedded-based feature selection method or not
static EmbeddedType	parse(String type)	Converts the embedded method name to EmbeddedType

Methods inherited from class unifeat.featureSelection.EnumType

getValue, toString

Methods inherited from class java.lang.Object

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

Field Details

NONE

public static final EmbeddedType NONE

DECISION_TREE_BASED

public static final EmbeddedType DECISION_TREE_BASED

RANDOM_FOREST_METHOD

public static final EmbeddedType RANDOM_FOREST_METHOD

SVM_RFE

public static final EmbeddedType SVM_RFE

MSVM_RFE

public static final EmbeddedType MSVM_RFE

OVO_SVM_RFE

public static final EmbeddedType OVO_SVM_RFE

OVA_SVM_RFE

public static final EmbeddedType OVA_SVM_RFE

Constructor Details

EmbeddedType

private EmbeddedType(String name)

Creates new EmbeddedType. This method is called from within the constructor to initialize the parameter.

Parameters:

name - the name of embedded method

Method Details

asList

public static String[] asList()

Returns the names of embedded-based feature selection methods

Returns:

an array of names of methods

parse

public static EmbeddedType parse(String type)

Converts the embedded method name to EmbeddedType

Parameters:

type - the name of embedded method as string

Returns:

the embedded method type

isEmbeddedMethod

public static boolean isEmbeddedMethod(String type)

Checks whether the method is embedded-based feature selection method or not

Parameters:

type - the name of feature selection method

Returns:

true if method is embedded-based method