template<class DerivFunType, class ModelFunType, class DataType>
class ROOT::Fit::BasicFCN< DerivFunType, ModelFunType, DataType >

BasicFCN class: base class for the objective functions used in the fits It has a reference to the data and the model function used in the fit.

It cannot be instantiated but constructed from the derived classes

Definition at line 40 of file BasicFCN.h.

Public Member Functions
virtual const DataType &	Data () const
	access to const reference to the data

std::shared_ptr< DataType >	DataPtr () const
	access to data pointer

virtual bool	HasHessian () const
	flag to indicate if can compute Hessian

virtual const IModelFunction &	ModelFunction () const
	access to const reference to the model function

std::shared_ptr< IModelFunction >	ModelFunctionPtr () const
	access to function pointer

Public Member Functions inherited from ROOT::Math::BasicFitMethodFunction< DerivFunType >
	BasicFitMethodFunction (int dim, int npoint)

	BasicFitMethodFunction (int dim, int npoint)

	~BasicFitMethodFunction () override
	Virtual Destructor (no operations)

	~BasicFitMethodFunction () override
	Virtual Destructor (no operations)

virtual double	DataElement (const double x, unsigned int i, double g=nullptr, double *h=nullptr, bool fullHessian=false) const=0
	method returning the data i-th contribution to the fit objective function For example the residual for the least square functions or the pdf element for the likelihood functions.

virtual double	DataElement (const double x, unsigned int i, double g=nullptr, double *h=nullptr, bool fullHessian=false) const=0
	method returning the data i-th contribution to the fit objective function For example the residual for the least square functions or the pdf element for the likelihood functions.

virtual bool	G2 (const double , double ) const
	Computes the Second derivatives.

virtual bool	G2 (const double , double ) const
	Computes the Second derivatives.

virtual bool	Hessian (const double x, double hess) const
	Computes the full Hessian.

virtual bool	Hessian (const double x, double hess) const
	Computes the full Hessian.

bool	IsAGradFCN ()

bool	IsAGradFCN ()

virtual unsigned int	NCalls () const
	return the total number of function calls (override if needed)

virtual unsigned int	NCalls () const
	return the total number of function calls (override if needed)

unsigned int	NDim () const override
	Number of dimension (parameters) .

unsigned int	NDim () const override
	Number of dimension (parameters) .

virtual unsigned int	NPoints () const
	return the number of data points used in evaluating the function

virtual unsigned int	NPoints () const
	return the number of data points used in evaluating the function

virtual void	ResetNCalls ()
	reset number of function calls

virtual void	ResetNCalls ()
	reset number of function calls

virtual Type_t	Type () const
	return the type of method, override if needed

virtual Type_t	Type () const
	return the type of method, override if needed

virtual void	UpdateNCalls () const
	update number of calls

virtual void	UpdateNCalls () const
	update number of calls

Protected Types
typedef BaseObjFunction::BaseFunction	BaseFunction

typedef ::ROOT::Math::BasicFitMethodFunction< DerivFunType >	BaseObjFunction

typedef ::ROOT::Math::IParametricGradFunctionMultiDimTempl< T >	IGradModelFunction

typedef ::ROOT::Math::IParamMultiFunctionTempl< T >	IModelFunction

typedef ModelFunType::BackendType	T

Protected Member Functions
	BasicFCN (const std::shared_ptr< DataType > &data, const std::shared_ptr< IModelFunction > &func)
	Constructor from data set and model function.

virtual	~BasicFCN ()
	Destructor (no operations)

void	SetData (const std::shared_ptr< DataType > &data)
	Set the data pointer.

void	SetModelFunction (const std::shared_ptr< IModelFunction > &func)
	Set the function pointer.

Protected Attributes
std::shared_ptr< DataType >	fData

std::shared_ptr< IModelFunction >	fFunc

Additional Inherited Members
Public Types inherited from ROOT::Math::BasicFitMethodFunction< DerivFunType >
typedef DerivFunType::BaseFunc	BaseFunction

typedef DerivFunType::BaseFunc	BaseFunction

enum	Type_t
	enumeration specifying the possible fit method types More...

Static Public Member Functions inherited from ROOT::Math::BasicFitMethodFunction< DerivFunType >
static bool	IsAGradFCN ()
	Static function to indicate if a function is supporting gradient.

static bool	IsAGradFCN ()
	Static function to indicate if a function is supporting gradient.

#include <Fit/BasicFCN.h>

Inheritance diagram for ROOT::Fit::BasicFCN< DerivFunType, ModelFunType, DataType >:

[legend]

Member Typedef Documentation

◆ BaseFunction

template<class DerivFunType, class ModelFunType, class DataType>

typedef BaseObjFunction::BaseFunction ROOT::Fit::BasicFCN< DerivFunType, ModelFunType, DataType >::BaseFunction

protected

Definition at line 47 of file BasicFCN.h.

◆ BaseObjFunction

template<class DerivFunType, class ModelFunType, class DataType>

typedef ::ROOT::Math::BasicFitMethodFunction<DerivFunType> ROOT::Fit::BasicFCN< DerivFunType, ModelFunType, DataType >::BaseObjFunction

protected

Definition at line 46 of file BasicFCN.h.

◆ IGradModelFunction

template<class DerivFunType, class ModelFunType, class DataType>

typedef ::ROOT::Math::IParametricGradFunctionMultiDimTempl<T> ROOT::Fit::BasicFCN< DerivFunType, ModelFunType, DataType >::IGradModelFunction

protected

Definition at line 50 of file BasicFCN.h.

◆ IModelFunction

template<class DerivFunType, class ModelFunType, class DataType>

typedef ::ROOT::Math::IParamMultiFunctionTempl<T> ROOT::Fit::BasicFCN< DerivFunType, ModelFunType, DataType >::IModelFunction

protected

Definition at line 49 of file BasicFCN.h.

◆ T

template<class DerivFunType, class ModelFunType, class DataType>

typedef ModelFunType::BackendType ROOT::Fit::BasicFCN< DerivFunType, ModelFunType, DataType >::T

protected

Definition at line 44 of file BasicFCN.h.

Constructor & Destructor Documentation

◆ BasicFCN()

template<class DerivFunType, class ModelFunType, class DataType>

ROOT::Fit::BasicFCN< DerivFunType, ModelFunType, DataType >::BasicFCN	(	const std::shared_ptr< DataType > &	data,
		const std::shared_ptr< IModelFunction > &	func )

inlineprotected

Constructor from data set and model function.

Definition at line 55 of file BasicFCN.h.

◆ ~BasicFCN()

template<class DerivFunType, class ModelFunType, class DataType>

virtual ROOT::Fit::BasicFCN< DerivFunType, ModelFunType, DataType >::~BasicFCN ( )

inlineprotectedvirtual

Destructor (no operations)

Definition at line 66 of file BasicFCN.h.

Member Function Documentation

◆ Data()

template<class DerivFunType, class ModelFunType, class DataType>

virtual const DataType & ROOT::Fit::BasicFCN< DerivFunType, ModelFunType, DataType >::Data ( ) const

inlinevirtual

access to const reference to the data

Definition at line 72 of file BasicFCN.h.

◆ DataPtr()

template<class DerivFunType, class ModelFunType, class DataType>

std::shared_ptr< DataType > ROOT::Fit::BasicFCN< DerivFunType, ModelFunType, DataType >::DataPtr ( ) const

inline

access to data pointer

Definition at line 75 of file BasicFCN.h.

◆ HasHessian()

template<class DerivFunType, class ModelFunType, class DataType>

virtual bool ROOT::Fit::BasicFCN< DerivFunType, ModelFunType, DataType >::HasHessian ( ) const

inlinevirtual

flag to indicate if can compute Hessian

Reimplemented from ROOT::Math::BasicFitMethodFunction< DerivFunType >.

Definition at line 84 of file BasicFCN.h.

◆ ModelFunction()

template<class DerivFunType, class ModelFunType, class DataType>

virtual const IModelFunction & ROOT::Fit::BasicFCN< DerivFunType, ModelFunType, DataType >::ModelFunction ( ) const

inlinevirtual

access to const reference to the model function

Definition at line 78 of file BasicFCN.h.

◆ ModelFunctionPtr()

template<class DerivFunType, class ModelFunType, class DataType>

std::shared_ptr< IModelFunction > ROOT::Fit::BasicFCN< DerivFunType, ModelFunType, DataType >::ModelFunctionPtr ( ) const

inline

access to function pointer

Definition at line 81 of file BasicFCN.h.

◆ SetData()

template<class DerivFunType, class ModelFunType, class DataType>

void ROOT::Fit::BasicFCN< DerivFunType, ModelFunType, DataType >::SetData ( const std::shared_ptr< DataType > & data )

inlineprotected

Set the data pointer.

Definition at line 98 of file BasicFCN.h.

◆ SetModelFunction()

template<class DerivFunType, class ModelFunType, class DataType>

void ROOT::Fit::BasicFCN< DerivFunType, ModelFunType, DataType >::SetModelFunction ( const std::shared_ptr< IModelFunction > & func )

inlineprotected

Set the function pointer.

Definition at line 101 of file BasicFCN.h.

Member Data Documentation

◆ fData

template<class DerivFunType, class ModelFunType, class DataType>

std::shared_ptr<DataType> ROOT::Fit::BasicFCN< DerivFunType, ModelFunType, DataType >::fData

protected

Definition at line 104 of file BasicFCN.h.

◆ fFunc

template<class DerivFunType, class ModelFunType, class DataType>

std::shared_ptr<IModelFunction> ROOT::Fit::BasicFCN< DerivFunType, ModelFunType, DataType >::fFunc

protected

Definition at line 105 of file BasicFCN.h.

math/mathcore/inc/Fit/BasicFCN.h

Public Member Functions

Protected Types

Protected Member Functions

Protected Attributes

Additional Inherited Members

Member Typedef Documentation

◆ BaseFunction

◆ BaseObjFunction

◆ IGradModelFunction

◆ IModelFunction

◆ T

Constructor & Destructor Documentation

◆ BasicFCN()

◆ ~BasicFCN()

Member Function Documentation

◆ Data()

◆ DataPtr()

◆ HasHessian()

◆ ModelFunction()

◆ ModelFunctionPtr()

◆ SetData()

◆ SetModelFunction()

Member Data Documentation

◆ fData

◆ fFunc