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
All Methods Instance Methods Concrete Methods 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
-
-
-
-
Field Detail
-
LOG
private static final Logging LOG
-
nu
protected double nu
-
-
Method Detail
-
solve
protected Solver.SolutionInfo solve(DataSet x)
- Specified by:
solve
in classAbstractSingleSVM
-
getLogger
protected Logging getLogger()
- Specified by:
getLogger
in classAbstractSingleSVM
-
-