gurls::Prediction< T > Class Template Reference

Prediction is the class that computes predictions.

#include <pred.h>

Inheritance diagram for gurls::Prediction< T >:

List of all members.

Public Member Functions
virtual GurlsOption *	execute (const gMat2D< T > &X, const gMat2D< T > &Y, const GurlsOptionsList &opt)=0
	Computes predictions of the classifier stored in the field optimizer of opt on the samples passed in the X matrix.
Static Public Member Functions
static Prediction< T > *	factory (const std::string &id) throw (BadPredictionCreation)
	Factory function returning a pointer to the newly created object.

---

Detailed Description

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

Definition at line 92 of file pred.h.

---

Member Function Documentation

template<typename T>

virtual GurlsOption* gurls::Prediction< 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:

pred

Implemented in gurls::PredDual< T >, gurls::PredRandFeats< T >, gurls::PredPrimal< T >, and gurls::PredGPRegr< T >.

template<typename T>

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

(

const std::string &

id

)

throw (BadPredictionCreation) [inline, static]

Warning:

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

Definition at line 112 of file pred.h.

    {
        if(id == "primal")
            return new PredPrimal<T>;
        if(id == "dual")
            return new PredDual<T>;
        if(id == "gpregr")
            return new PredGPRegr<T>;
        if(id == "randfeats")
            return new PredRandFeats<T>;

        throw BadPredictionCreation(id);
    }

---

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

• pred.h