gurls::ParamSelection< T > Class Template Reference

ParamSelection is the class that implements parameter selection.

#include <paramsel.h>

Inheritance diagram for gurls::ParamSelection< T >:

List of all members.

Public Member Functions
virtual GurlsOptionsList *	execute (const gMat2D< T > &X, const gMat2D< T > &Y, const GurlsOptionsList &opt)=0
	Implements the selection of the regularization parameter(s)
Static Public Member Functions
static ParamSelection< T > *	factory (const std::string &id) throw (BadParamSelectionCreation)
	Factory function returning a pointer to the newly created object.

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Detailed Description

template<typename T>
class gurls::ParamSelection< T >

Definition at line 127 of file paramsel.h.

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Member Function Documentation

template<typename T>

virtual GurlsOptionsList* gurls::ParamSelection< T >::execute	(	const gMat2D< T > &	X,
		const gMat2D< T > &	Y,
		const GurlsOptionsList &	opt
	)		[pure virtual]

Parameters:

X	input data matrix
Y	labels matrix
opt	options with the different required fields based on the sub-class

Returns:

a GurlsOptionList

Implemented in gurls::ParamSelSiglamHo< T >, gurls::ParamSelHoDual< T >, gurls::ParamSelLoocvPrimal< T >, gurls::ParamSelHoPrimal< T >, gurls::ParamSelSiglam< T >, gurls::ParamSelLoocvDual< T >, gurls::ParamSelHoGPRegr< T >, gurls::ParamSelLooGPRegr< T >, gurls::ParamSelSiglamLooGPRegr< T >, gurls::ParamSelCalibrateSGD< T >, gurls::ParamSelFixSigLam< T >, gurls::ParamSelFixLambda< T >, and gurls::ParamSelSiglamHoGPRegr< T >.

template<typename T>

static ParamSelection<T>* gurls::ParamSelection< T >::factory

(

const std::string &

id

)

throw (BadParamSelectionCreation) [inline, static]

Warning:

The returned pointer is a plain, un-managed pointer. The calling function is responsible of deallocating the object.

Definition at line 146 of file paramsel.h.

    {
        if(id == "loocvprimal")
            return new ParamSelLoocvPrimal<T>;
        if(id == "loocvdual")
            return new ParamSelLoocvDual<T>;
        if(id == "fixlambda")
            return new ParamSelFixLambda<T>;
        if(id == "calibratesgd")
            return new ParamSelCalibrateSGD<T>;
        if(id == "siglam")
            return new ParamSelSiglam<T>;
        if(id == "siglamho")
            return new ParamSelSiglamHo<T>;
        if(id == "hodual")
            return new ParamSelHoDual<T>;
        if(id == "hodualr")
            return new ParamSelHoDualr<T>;
        if(id == "hoprimal")
            return new ParamSelHoPrimal<T>;
        if(id == "hoprimalr")
            return new ParamSelHoPrimalr<T>;
        if(id == "fixsiglam")
            return new ParamSelFixSigLam<T>;
        if(id == "loogpregr")
            return new ParamSelLooGPRegr<T>;
        if(id == "hogpregr")
            return new ParamSelHoGPRegr<T>;
        if(id == "siglamloogpregr")
            return new ParamSelSiglamLooGPRegr<T>;
        if(id == "siglamhogpregr")
            return new ParamSelSiglamHoGPRegr<T>;

        throw BadParamSelectionCreation(id);
    }

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

• paramsel.h