Package elki.svm

Class SVDD

java.lang.Object

elki.svm.AbstractSingleSVM

elki.svm.AbstractSVR

elki.svm.SVDD

public class SVDD
extends AbstractSVR

Support Vector Data Description.

Note: R2 variant is SVDD with C=2.

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static interface	SVDD.RadiusAcceptor

Field Summary

Fields

Modifier and Type	Field	Description
private double	C
private static Logging	LOG

Fields inherited from class elki.svm.AbstractSVR

probability

Fields inherited from class elki.svm.AbstractSingleSVM

cache_size, eps, MONE, ONE, shrinking

Constructor Summary

Constructors

Constructor	Description
SVDD(double eps, boolean shrinking, double cache_size, double C)

Method Summary

Modifier and Type	Method	Description
protected Logging	getLogger()
protected Solver.SolutionInfo	solve(DataSet x)

Methods inherited from class elki.svm.AbstractSVR

cross_validation, train

Methods inherited from class elki.svm.AbstractSingleSVM

groupClasses, makeFolds, nonzero, set_weights, shuffledIndex, stratifiedFolds, train_one

Methods inherited from class java.lang.Object

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

Field Detail

LOG

private static final Logging LOG

C

private double C

Constructor Detail

SVDD

public SVDD(double eps,
            boolean shrinking,
            double cache_size,
            double C)

Method Detail

solve

protected Solver.SolutionInfo solve(DataSet x)

Specified by:

solve in class AbstractSingleSVM

getLogger

protected Logging getLogger()

Specified by:

getLogger in class AbstractSingleSVM