Package elki.svm

Class OneClassSVM

java.lang.Object

elki.svm.AbstractSingleSVM

elki.svm.AbstractSVR

elki.svm.OneClassSVM

public class OneClassSVM
extends AbstractSVR

One-class classification is similar to regression.

Field Summary

Fields

Modifier and Type	Field	Description
private static Logging	LOG
protected double	nu

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
OneClassSVM(double eps, boolean shrinking, double cache_size, double nu)

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

nu

protected double nu

Constructor Detail

OneClassSVM

public OneClassSVM(double eps,
                   boolean shrinking,
                   double cache_size,
                   double nu)

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