Enum AllTrainerOptions.AlgorithmType

java.lang.Object

java.lang.Enum<AllTrainerOptions.AlgorithmType>

org.tribuo.classification.experiments.AllTrainerOptions.AlgorithmType

All Implemented Interfaces:

Serializable, Comparable<AllTrainerOptions.AlgorithmType>

Enclosing class:

AllTrainerOptions

public static enum AllTrainerOptions.AlgorithmType
extends Enum<AllTrainerOptions.AlgorithmType>

Types of algorithms supported.

Enum Constant Summary

Enum Constants

Enum Constant	Description
CART	Creates a CARTClassificationTrainer.
KNN	Creates a KNNTrainer.
LIBLINEAR	Creates a LibLinearClassificationTrainer.
LIBSVM	Creates a LibSVMClassificationTrainer.
MNB	Creates a MultinomialNaiveBayesTrainer.
SGD_KERNEL	Creates a KernelSVMTrainer.
SGD_LINEAR	Creates a LinearSGDTrainer.
XGBOOST	Creates a XGBoostClassificationTrainer.

Method Summary

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

Methods inherited from class java.lang.Enum

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

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

Enum Constant Details

CART

public static final AllTrainerOptions.AlgorithmType CART

Creates a CARTClassificationTrainer.

KNN

public static final AllTrainerOptions.AlgorithmType KNN

Creates a KNNTrainer.

LIBLINEAR

public static final AllTrainerOptions.AlgorithmType LIBLINEAR

Creates a LibLinearClassificationTrainer.

LIBSVM

public static final AllTrainerOptions.AlgorithmType LIBSVM

Creates a LibSVMClassificationTrainer.

MNB

public static final AllTrainerOptions.AlgorithmType MNB

Creates a MultinomialNaiveBayesTrainer.

SGD_KERNEL

public static final AllTrainerOptions.AlgorithmType SGD_KERNEL

Creates a KernelSVMTrainer.

SGD_LINEAR

public static final AllTrainerOptions.AlgorithmType SGD_LINEAR

Creates a LinearSGDTrainer.

XGBOOST

public static final AllTrainerOptions.AlgorithmType XGBOOST

Creates a XGBoostClassificationTrainer.

Method Details

values

public static AllTrainerOptions.AlgorithmType[] values()

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

Returns:

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

valueOf

public static AllTrainerOptions.AlgorithmType valueOf(String name)

Returns the enum constant of this type with the specified name. The string must match exactly an identifier used to declare an enum constant in this type. (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 type has no constant with the specified name

NullPointerException - if the argument is null