theplu::yat::classifier::KernelFunction Class Reference

Interface class calculating elements in Kernel. More...

#include </scratch/bob/jari/tmp/pristine/yat-0.10.x/yat/classifier/KernelFunction.h>

Inheritance diagram for theplu::yat::classifier::KernelFunction:

List of all members.

Public Member Functions
	KernelFunction (void)
virtual	~KernelFunction (void)
virtual double	operator() (const DataLookup1D &, const DataLookup1D &) const =0
virtual double	operator() (const DataLookup1D &, const DataLookupWeighted1D &) const =0
double	operator() (const DataLookupWeighted1D &vec_w, const DataLookup1D &vec) const
virtual double	operator() (const DataLookupWeighted1D &, const DataLookupWeighted1D &) const =0

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Detailed Description

Interface class calculating elements in Kernel.

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Constructor & Destructor Documentation

theplu::yat::classifier::KernelFunction::KernelFunction ( void  )

inline

Constructor

virtual theplu::yat::classifier::KernelFunction::~KernelFunction ( void  )

inlinevirtual

Destructor

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Member Function Documentation

virtual double theplu::yat::classifier::KernelFunction::operator() ( const DataLookup1D &  , const DataLookup1D &    ) const

pure virtual

Returns:

scalar product of two vector in feature space.

Implemented in theplu::yat::classifier::PolynomialKernelFunction, and theplu::yat::classifier::GaussianKernelFunction.

virtual double theplu::yat::classifier::KernelFunction::operator() ( const DataLookup1D &  , const DataLookupWeighted1D &    ) const

pure virtual

Returns:

scalar product of two vector in feature space.

Implemented in theplu::yat::classifier::PolynomialKernelFunction, and theplu::yat::classifier::GaussianKernelFunction.

double theplu::yat::classifier::KernelFunction::operator() ( const DataLookupWeighted1D &  vec_w, const DataLookup1D &  vec  ) const

inline

Returns:

scalar product of two vector in feature space.

virtual double theplu::yat::classifier::KernelFunction::operator() ( const DataLookupWeighted1D &  , const DataLookupWeighted1D &    ) const

pure virtual

Returns:

scalar product of two vector in feature space.

Implemented in theplu::yat::classifier::PolynomialKernelFunction, and theplu::yat::classifier::GaussianKernelFunction.

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

• /scratch/bob/jari/tmp/pristine/yat-0.10.x/yat/classifier/KernelFunction.h