org.tribuo.regression.liblinear

Enum LinearRegressionType.LinearType

java.lang.Object

java.lang.Enum<LinearRegressionType.LinearType>

org.tribuo.regression.liblinear.LinearRegressionType.LinearType

All Implemented Interfaces:

Serializable, Comparable<LinearRegressionType.LinearType>

Enclosing class:

LinearRegressionType

public static enum LinearRegressionType.LinearType
extends Enum<LinearRegressionType.LinearType>
implements Serializable

The type of linear regression algorithm.

Enum Constant Summary

Enum Constants

Enum Constant and Description
L2R_L1LOSS_SVR_DUAL L2-regularized L1-loss support vector regression (dual)
L2R_L2LOSS_SVR L2-regularized L2-loss support vector regression (primal)
L2R_L2LOSS_SVR_DUAL L2-regularized L2-loss support vector regression (dual)

Method Summary

Modifier and Type	Method and Description
de.bwaldvogel.liblinear.SolverType	getSolverType() Returns the liblinear enum.
static LinearRegressionType.LinearType	valueOf(String name) Returns the enum constant of this type with the specified name.
static LinearRegressionType.LinearType[]	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 Detail

L2R_L2LOSS_SVR

public static final LinearRegressionType.LinearType L2R_L2LOSS_SVR

L2-regularized L2-loss support vector regression (primal)

L2R_L2LOSS_SVR_DUAL

public static final LinearRegressionType.LinearType L2R_L2LOSS_SVR_DUAL

L2-regularized L2-loss support vector regression (dual)

L2R_L1LOSS_SVR_DUAL

public static final LinearRegressionType.LinearType L2R_L1LOSS_SVR_DUAL

L2-regularized L1-loss support vector regression (dual)

Method Detail

values

public static LinearRegressionType.LinearType[] values()

Returns an array containing the constants of this enum type, in the order they are declared. This method may be used to iterate over the constants as follows:

for (LinearRegressionType.LinearType c : LinearRegressionType.LinearType.values())
    System.out.println(c);

Returns:

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

valueOf

public static LinearRegressionType.LinearType 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

getSolverType

public de.bwaldvogel.liblinear.SolverType getSolverType()

Returns the liblinear enum.

Returns:

The liblinear enum.