Package elki.svm

Class CSVC

java.lang.Object

elki.svm.AbstractSingleSVM

elki.svm.AbstractSVC

elki.svm.CSVC

public class CSVC
extends AbstractSVC

Regularized SVM based classification (C-SVC, C-SVM).

Field Summary

Fields

Modifier and Type	Field	Description
(package private) double	Cn
(package private) double	Cp
private static Logging	LOG

Fields inherited from class elki.svm.AbstractSVC

probability

Fields inherited from class elki.svm.AbstractSingleSVM

cache_size, eps, MONE, ONE, shrinking

Constructor Summary

Constructors

Constructor	Description
CSVC(double eps, boolean shrinking, double cache_size)

Method Summary

Modifier and Type	Method	Description
protected Logging	getLogger()
void	set_weights(double Cp, double Cn)
protected Solver.SolutionInfo	solve(DataSet x)

Methods inherited from class elki.svm.AbstractSVC

cross_validation, train, train

Methods inherited from class elki.svm.AbstractSingleSVM

groupClasses, makeFolds, nonzero, 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

Cp

double Cp

Cn

double Cn

Constructor Detail

CSVC

public CSVC(double eps,
            boolean shrinking,
            double cache_size)

Method Detail

set_weights

public void set_weights(double Cp,
                        double Cn)

Overrides:

set_weights in class AbstractSingleSVM

solve

protected Solver.SolutionInfo solve(DataSet x)

Specified by:

solve in class AbstractSingleSVM

getLogger

protected Logging getLogger()

Specified by:

getLogger in class AbstractSingleSVM