#include <CosanLasso.h>

Inheritance diagram for Cosan::CosanLasso< NumericType >:

Additional Inherited Members
Public Member Functions inherited from Cosan::CosanLinearRegression< NumericType >
	CosanLinearRegression ()

	CosanLinearRegression (bool Bias)

template<class T , std::enable_if_t< std::is_same_v< std::decay_t< T >, CosanMatrix< NumericType >>, bool > = true>
	CosanLinearRegression (T &&X, const CosanMatrix< NumericType > &Y, bool Bias)

	CosanLinearRegression (CosanRawData< NumericType > &RD, bool Bias)

	CosanLinearRegression (CosanData< NumericType > &CD, bool Bias)

virtual EModelType	GetModelType () override

virtual EProblemType	GetProblemType () override

virtual const std::string	GetName () const override
	Get the name of the objects. More...

template<class T , std::enable_if_t< std::is_same_v< std::decay_t< T >, CosanMatrix< NumericType >>, bool > = true>
void	fit (T &&X, const CosanMatrix< NumericType > &Y)

virtual CosanMatrix< NumericType >	predict (const CosanMatrix< NumericType > &X) override

Public Member Functions inherited from Cosan::CosanLinearModel< NumericType >
	CosanLinearModel ()=delete

	CosanLinearModel (bool Bias)

void	SetBias (const bool NewBias)

virtual void	SetBeta (CosanMatrix< NumericType > InitBeta)

const CosanMatrix< NumericType > &	GetBeta () const

bool	GetBias () const

Public Member Functions inherited from Cosan::CosanModel
	CosanModel ()

virtual void	SetMaxTrainTime (double t)

virtual double	GetMaxTrainTime () const

virtual ESolverType	GetSolverType () const

void	SetSolverType (ESolverType sr)

Public Member Functions inherited from Cosan::CosanBO
	CosanBO ()
	Default constructor. More...

Protected Attributes inherited from Cosan::CosanLinearModel< NumericType >
CosanMatrix< NumericType >	MBeta

bool	MBias

Protected Attributes inherited from Cosan::CosanModel
double	MaxTrainTime

ESolverType	SolverType

Detailed Description

template<Numeric NumericType>
class Cosan::CosanLasso< NumericType >

Definition at line 11 of file CosanLasso.h.

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

cosan/model/CosanLasso.h

Additional Inherited Members

Detailed Description

template<Numeric NumericType> class Cosan::CosanLasso< NumericType >

template<Numeric NumericType>
class Cosan::CosanLasso< NumericType >