org.encog.ml.svm

Enum SVMType

java.lang.Object

java.lang.Enum<SVMType>

org.encog.ml.svm.SVMType

All Implemented Interfaces:

java.io.Serializable, java.lang.Comparable<SVMType>

public enum SVMType
extends java.lang.Enum<SVMType>

Supports both class and new support vector calculations, as well as one-class distribution. For more information about the two "new" support vector types, as well as the one-class SVM, refer to the following articles. B. Sch?lkopf, A. Smola, R. Williamson, and P. L. Bartlett. New support vector algorithms. Neural Computation, 12, 2000, 1207-1245. B. Sch?lkopf, J. Platt, J. Shawe-Taylor, A. J. Smola, and R. C. Williamson. Estimating the support of a high-dimensional distribution. Neural Computation, 13, 2001, 1443-1471.

Enum Constant Summary

Enum Constants

Enum Constant and Description
EpsilonSupportVectorRegression Support vector for regression.
NewSupportVectorClassification New support vector for classification.
NewSupportVectorRegression A "new" support vector machine for regression.
SupportVectorClassification Support vector for classification.
SupportVectorOneClass One class distribution estimation.

Method Summary

Modifier and Type	Method and Description
static SVMType	valueOf(java.lang.String name) Returns the enum constant of this type with the specified name.
static SVMType[]	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

SupportVectorClassification

public static final SVMType SupportVectorClassification

Support vector for classification.

NewSupportVectorClassification

public static final SVMType NewSupportVectorClassification

New support vector for classification. For more information see the citations in the class header.

SupportVectorOneClass

public static final SVMType SupportVectorOneClass

One class distribution estimation.

EpsilonSupportVectorRegression

public static final SVMType EpsilonSupportVectorRegression

Support vector for regression. Use Epsilon.

NewSupportVectorRegression

public static final SVMType NewSupportVectorRegression

A "new" support vector machine for regression. For more information see the citations in the class header.

Method Detail

values

public static SVMType[] 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 (SVMType c : SVMType.values())
    System.out.println(c);

Returns:

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

valueOf

public static SVMType valueOf(java.lang.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:

java.lang.IllegalArgumentException - if this enum type has no constant with the specified name

java.lang.NullPointerException - if the argument is null