sgpp::datadriven::Kernel Class Reference

#include <KernelDensityEstimator.hpp>

Inheritance diagram for sgpp::datadriven::Kernel:

Public Member Functions
virtual double	cdf (double x)=0
virtual double	derivative (double x)=0
virtual double	eval (double x)=0
virtual KernelType	getType ()=0
virtual double	norm ()=0
virtual double	variance ()=0
virtual	~Kernel ()

Constructor & Destructor Documentation

~Kernel()

sgpp::datadriven::Kernel::~Kernel ( )

virtual

Member Function Documentation

cdf()

virtual double sgpp::datadriven::Kernel::cdf ( double  x )

pure virtual

Implemented in sgpp::datadriven::EpanechnikovKernel, and sgpp::datadriven::GaussianKernel.

Referenced by sgpp::datadriven::OperationRosenblattTransformationKDE::doTransformation1D(), and sgpp::datadriven::OperationInverseRosenblattTransformationKDE::doTransformation1D().

derivative()

virtual double sgpp::datadriven::Kernel::derivative ( double  x )

pure virtual

Implemented in sgpp::datadriven::EpanechnikovKernel, and sgpp::datadriven::GaussianKernel.

eval()

virtual double sgpp::datadriven::Kernel::eval ( double  x )

pure virtual

Implemented in sgpp::datadriven::EpanechnikovKernel, and sgpp::datadriven::GaussianKernel.

Referenced by sgpp::datadriven::OperationRosenblattTransformationKDE::doShuffledTransformation(), sgpp::datadriven::OperationInverseRosenblattTransformationKDE::doShuffledTransformation(), sgpp::datadriven::OperationRosenblattTransformationKDE::doTransformation(), sgpp::datadriven::OperationInverseRosenblattTransformationKDE::doTransformation(), and sgpp::datadriven::OperationInverseRosenblattTransformationKDE::doTransformation1D().

getType()

virtual KernelType sgpp::datadriven::Kernel::getType ( )

pure virtual

Implemented in sgpp::datadriven::EpanechnikovKernel, and sgpp::datadriven::GaussianKernel.

Referenced by sgpp::datadriven::KDEMaximumLikelihoodCrossValidation::eval().

norm()

virtual double sgpp::datadriven::Kernel::norm ( )

pure virtual

Implemented in sgpp::datadriven::EpanechnikovKernel, and sgpp::datadriven::GaussianKernel.

variance()

virtual double sgpp::datadriven::Kernel::variance ( )

pure virtual

Implemented in sgpp::datadriven::EpanechnikovKernel, and sgpp::datadriven::GaussianKernel.

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The documentation for this class was generated from the following files:

• datadriven/src/sgpp/datadriven/application/KernelDensityEstimator.hpp
• datadriven/src/sgpp/datadriven/application/KernelDensityEstimator.cpp