Uses of Interface
se.hb.jcp.nc.IClassificationNonconformityFunction

Packages that use IClassificationNonconformityFunction

Package	Description
se.hb.jcp.cp
se.hb.jcp.nc

Uses of IClassificationNonconformityFunction in se.hb.jcp.cp

Methods in se.hb.jcp.cp that return IClassificationNonconformityFunction

Modifier and Type	Method	Description
IClassificationNonconformityFunction	ConformalMultiProbabilisticClassifier.getNonconformityFunction()
IClassificationNonconformityFunction	IConformalClassifier.getNonconformityFunction()	Returns the associated nonconformity function.
IClassificationNonconformityFunction	InductiveConformalClassifier.getNonconformityFunction()
IClassificationNonconformityFunction	TransductiveConformalClassifier.getNonconformityFunction()

Methods in se.hb.jcp.cp with parameters of type IClassificationNonconformityFunction

Modifier and Type	Method	Description
void	InductiveConformalClassifier.setNonconformityFunction(IClassificationNonconformityFunction nc)	Sets a new non-conformity function in this inductive conformal classifier.
void	TransductiveConformalClassifier.setNonconformityFunction(IClassificationNonconformityFunction nc)	Sets a new non-conformity function in this transductive conformal classifier.

Constructors in se.hb.jcp.cp with parameters of type IClassificationNonconformityFunction

Constructor	Description
InductiveConformalClassifier(IClassificationNonconformityFunction nc, double[] targets)	Creates an inductive conformal classifier using the supplied information.
InductiveConformalClassifier(IClassificationNonconformityFunction nc, double[] targets, boolean useLabelConditionalCP)	Creates an inductive conformal classifier using the supplied information.
TransductiveConformalClassifier(IClassificationNonconformityFunction nc, double[] targets)	Creates a transductive conformal classifier using the supplied information.
TransductiveConformalClassifier(IClassificationNonconformityFunction nc, double[] targets, boolean useLabelConditionalCP)	Creates a transductive conformal classifier using the supplied information.

Uses of IClassificationNonconformityFunction in se.hb.jcp.nc

Classes in se.hb.jcp.nc that implement IClassificationNonconformityFunction

Modifier and Type	Class	Description
class	AverageClassificationNonconformityFunction
class	ClassifierNonconformityFunctionBase	Base class for nonconformity functions that use a classifier.
class	ClassProbabilityNonconformityFunctionBase	A base class for nonconformity functions based on the predicted class probabilities given by a classifier.
class	HingeLossNonconformityFunction	A hinge loss nonconformity function based on the predicted class probabilities given by a classifier.
class	kNearestSameClassNeighbourNonconformityFunction	This class implements a nonconformity function based on the k-nearest same class neighbour function.
class	MarginNonconformityFunction	A margin nonconformity function based on the predicted class probabilities given by a classifier.
class	SVMDistanceNonconformityFunction	This class implements a nonconformity function based on the signed distance from the separating hyperplane of a two-class SVM classifier.

Methods in se.hb.jcp.nc that return IClassificationNonconformityFunction

Modifier and Type	Method	Description
IClassificationNonconformityFunction	ClassificationNonconformityFunctionFactory.createNonconformityFunction(int type, double[] classes, IClassifier classifier)
IClassificationNonconformityFunction	AverageClassificationNonconformityFunction.fitNew(cern.colt.matrix.DoubleMatrix2D x, double[] y)
IClassificationNonconformityFunction	AverageClassificationNonconformityFunction.fitNew(cern.colt.matrix.DoubleMatrix2D xtr, double[] ytr, cern.colt.matrix.DoubleMatrix1D xtest, double ytest)
abstract IClassificationNonconformityFunction	ClassifierNonconformityFunctionBase.fitNew(cern.colt.matrix.DoubleMatrix2D x, double[] y)
IClassificationNonconformityFunction	ClassifierNonconformityFunctionBase.fitNew(cern.colt.matrix.DoubleMatrix2D xtr, double[] ytr, cern.colt.matrix.DoubleMatrix1D xtest, double ytest)
IClassificationNonconformityFunction	HingeLossNonconformityFunction.fitNew(cern.colt.matrix.DoubleMatrix2D x, double[] y)
IClassificationNonconformityFunction	IClassificationNonconformityFunction.fitNew(cern.colt.matrix.DoubleMatrix2D x, double[] y)	Returns a new non-conformity function based on the same parameters as the current one initialized with the supplied data.
IClassificationNonconformityFunction	IClassificationNonconformityFunction.fitNew(cern.colt.matrix.DoubleMatrix2D xtr, double[] ytr, cern.colt.matrix.DoubleMatrix1D xtest, double ytest)	Returns a new non-conformity function based on the same parameters as the current one initialized with the supplied data.
IClassificationNonconformityFunction	kNearestSameClassNeighbourNonconformityFunction.fitNew(cern.colt.matrix.DoubleMatrix2D x, double[] y)
IClassificationNonconformityFunction	MarginNonconformityFunction.fitNew(cern.colt.matrix.DoubleMatrix2D x, double[] y)
IClassificationNonconformityFunction	SVMDistanceNonconformityFunction.fitNew(cern.colt.matrix.DoubleMatrix2D x, double[] y)