ml::Kernels::RadialBasisFunction Class Reference

Radial basis function. More...

#include <Kernels.hpp>

Inheritance diagram for ml::Kernels::RadialBasisFunction:

Public Member Functions
virtual	~RadialBasisFunction ()
	Virtual destructor.
virtual double	value (double r2) const =0
	Radial basis function of the RBF kernel. More...

Detailed Description

Radial basis function.

Member Function Documentation

value()

virtual double ml::Kernels::RadialBasisFunction::value ( double  r2 ) const

pure virtual

Radial basis function of the RBF kernel.

Parameters

r2	Square of the L2 norm of the difference between two feature vectors.

Returns

Kernel value.

Exceptions

std::domain_error

If r2 < 0.

Implemented in ml::Kernels::GaussianRBF.

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

• ML/Kernels.hpp