sgpp::datadriven::GaussianKernel Class Reference

#include <KernelDensityEstimator.hpp>

Inheritance diagram for sgpp::datadriven::GaussianKernel:

Public Member Functions
double	cdf (double x) override
double	derivative (double x) override
double	eval (double x) override
KernelType	getType () override
double	norm () override
double	variance () override
virtual	~GaussianKernel ()
Public Member Functions inherited from sgpp::datadriven::Kernel
virtual	~Kernel ()

Constructor & Destructor Documentation

~GaussianKernel()

sgpp::datadriven::GaussianKernel::~GaussianKernel ( )

virtual

Member Function Documentation

cdf()

double sgpp::datadriven::GaussianKernel::cdf ( double  x )

overridevirtual

Implements sgpp::datadriven::Kernel.

References M_SQRT2.

derivative()

double sgpp::datadriven::GaussianKernel::derivative ( double  x )

overridevirtual

Implements sgpp::datadriven::Kernel.

eval()

double sgpp::datadriven::GaussianKernel::eval ( double  x )

overridevirtual

Implements sgpp::datadriven::Kernel.

getType()

KernelType sgpp::datadriven::GaussianKernel::getType ( )

overridevirtual

Implements sgpp::datadriven::Kernel.

References sgpp::datadriven::GAUSSIAN.

norm()

double sgpp::datadriven::GaussianKernel::norm ( )

overridevirtual

Implements sgpp::datadriven::Kernel.

References M_SQRT2PI.

variance()

double sgpp::datadriven::GaussianKernel::variance ( )

overridevirtual

Implements sgpp::datadriven::Kernel.

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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