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

Interface class calculating elements in Kernel. More...

#include <yat/classifier/KernelFunction.h>

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

theplu::yat::classifier::GaussianKernelFunction theplu::yat::classifier::PolynomialKernelFunction

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


Detailed Description

Interface class calculating elements in Kernel.

Constructor & Destructor Documentation

theplu::yat::classifier::KernelFunction::KernelFunction ( void   )  [inline]

Constructor

virtual theplu::yat::classifier::KernelFunction::~KernelFunction ( void   )  [inline, virtual]

Destructor


Member Function Documentation

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

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 DataLookup1D ,
const DataLookupWeighted1D  
) const [pure virtual]

Returns:
scalar product of two vector in feature space.

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

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


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

Generated on Mon Nov 7 02:25:52 2011 for yat by  doxygen 1.5.9