Package org.tribuo.regression.slm

Enum Class TrainTest.SLMType

java.lang.Object

java.lang.Enum<TrainTest.SLMType>

org.tribuo.regression.slm.TrainTest.SLMType

All Implemented Interfaces:

Serializable, Comparable<TrainTest.SLMType>, Constable

Enclosing class:

TrainTest

public static enum TrainTest.SLMType
extends Enum<TrainTest.SLMType>

Type of sparse linear model.

Nested Class Summary

Nested classes/interfaces inherited from class java.lang.Enum

Enum.EnumDesc<E extends Enum<E>>

Enum Constant Summary

Enum Constants

Enum Constant	Description
ELASTICNET	Creates an ElasticNetCDTrainer.
LARS	Creates a LARSTrainer.
LARSLASSO	Creates a LARSLassoTrainer.
SFS	Creates a SLMTrainer which performs sequential forward selection of the features.
SFSN	Creates a SLMTrainer which performs sequential forward selection on normalised features.

Method Summary

Modifier and Type	Method	Description
static TrainTest.SLMType	valueOf(String name)	Returns the enum constant of this class with the specified name.
static TrainTest.SLMType[]	values()	Returns an array containing the constants of this enum class, in the order they are declared.

Methods inherited from class java.lang.Enum

clone, compareTo, describeConstable, equals, finalize, getDeclaringClass, hashCode, name, ordinal, toString, valueOf

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

Enum Constant Details

SFS

public static final TrainTest.SLMType SFS

Creates a SLMTrainer which performs sequential forward selection of the features.

SFSN

public static final TrainTest.SLMType SFSN

Creates a SLMTrainer which performs sequential forward selection on normalised features.

LARS

public static final TrainTest.SLMType LARS

Creates a LARSTrainer.

LARSLASSO

public static final TrainTest.SLMType LARSLASSO

Creates a LARSLassoTrainer.

ELASTICNET

public static final TrainTest.SLMType ELASTICNET

Creates an ElasticNetCDTrainer.

Method Details

values

public static TrainTest.SLMType[] values()

Returns an array containing the constants of this enum class, in the order they are declared.

Returns:

an array containing the constants of this enum class, in the order they are declared

valueOf

public static TrainTest.SLMType valueOf(String name)

Returns the enum constant of this class with the specified name. The string must match exactly an identifier used to declare an enum constant in this class. (Extraneous whitespace characters are not permitted.)

Parameters:

name - the name of the enum constant to be returned.

Returns:

the enum constant with the specified name

Throws:

IllegalArgumentException - if this enum class has no constant with the specified name

NullPointerException - if the argument is null