Detailed Description

class DomainAdaptationSVMLinear

Definition at line 25 of file DomainAdaptationSVMLinear.h.

Inheritance diagram for CDomainAdaptationSVMLinear:

Public Member Functions
	CDomainAdaptationSVMLinear ()

	CDomainAdaptationSVMLinear (float64_t C, CDotFeatures f, CLabels lab, CLinearMachine *presvm, float64_t B)

virtual	~CDomainAdaptationSVMLinear ()

void	init (CLinearMachine *presvm, float64_t B)

virtual EClassifierType	get_classifier_type ()

virtual CLabels *	apply (CDotFeatures *data)

virtual CLinearMachine *	get_presvm ()

virtual float64_t	get_B ()

virtual float64_t	get_train_factor ()

virtual void	set_train_factor (float64_t factor)

virtual const char *	get_name () const

Public Member Functions inherited from CLibLinear
	CLibLinear ()

	CLibLinear (LIBLINEAR_SOLVER_TYPE liblinear_solver_type)

	CLibLinear (float64_t C, CDotFeatures traindat, CLabels trainlab)

virtual	~CLibLinear ()

LIBLINEAR_SOLVER_TYPE	get_liblinear_solver_type ()

void	set_liblinear_solver_type (LIBLINEAR_SOLVER_TYPE st)

void	set_C (float64_t c_neg, float64_t c_pos)

float64_t	get_C1 ()

float64_t	get_C2 ()

void	set_epsilon (float64_t eps)

float64_t	get_epsilon ()

void	set_bias_enabled (bool enable_bias)

bool	get_bias_enabled ()

int32_t	get_max_iterations ()

void	set_max_iterations (int32_t max_iter=1000)

void	set_linear_term (SGVector< float64_t > linear_term)

SGVector< float64_t >	get_linear_term ()

void	init_linear_term ()

Public Member Functions inherited from CLinearMachine
	CLinearMachine ()

virtual	~CLinearMachine ()

void	get_w (float64_t *&dst_w, int32_t &dst_dims)

SGVector< float64_t >	get_w ()

void	set_w (SGVector< float64_t > src_w)

void	set_bias (float64_t b)

float64_t	get_bias ()

virtual bool	load (FILE *srcfile)

virtual bool	save (FILE *dstfile)

virtual void	set_features (CDotFeatures *feat)

virtual CLabels *	apply ()

virtual CLabels *	apply (CFeatures *data)

virtual float64_t	apply (int32_t vec_idx)
	get output for example "vec_idx" More...

virtual CDotFeatures *	get_features ()

Public Member Functions inherited from CMachine
	CMachine ()

virtual	~CMachine ()

virtual bool	train (CFeatures *data=NULL)

virtual void	set_labels (CLabels *lab)

virtual CLabels *	get_labels ()

virtual float64_t	get_label (int32_t i)

void	set_max_train_time (float64_t t)

float64_t	get_max_train_time ()

void	set_solver_type (ESolverType st)

ESolverType	get_solver_type ()

virtual void	set_store_model_features (bool store_model)

Public Member Functions inherited from CSGObject
	CSGObject ()

	CSGObject (const CSGObject &orig)

virtual	~CSGObject ()

virtual bool	is_generic (EPrimitiveType *generic) const

template<class T >
void	set_generic ()

void	unset_generic ()

virtual void	print_serializable (const char *prefix="")

virtual bool	save_serializable (CSerializableFile file, const char prefix="")

virtual bool	load_serializable (CSerializableFile file, const char prefix="")

void	set_global_io (SGIO *io)

SGIO *	get_global_io ()

void	set_global_parallel (Parallel *parallel)

Parallel *	get_global_parallel ()

void	set_global_version (Version *version)

Version *	get_global_version ()

SGVector< char * >	get_modelsel_names ()

char *	get_modsel_param_descr (const char *param_name)

index_t	get_modsel_param_index (const char *param_name)

template<>
void	set_generic ()

template<>
void	set_generic ()

template<>
void	set_generic ()

template<>
void	set_generic ()

template<>
void	set_generic ()

template<>
void	set_generic ()

template<>
void	set_generic ()

template<>
void	set_generic ()

template<>
void	set_generic ()

template<>
void	set_generic ()

template<>
void	set_generic ()

template<>
void	set_generic ()

template<>
void	set_generic ()

Protected Member Functions
virtual bool	is_presvm_sane ()

virtual bool	train_machine (CDotFeatures *data=NULL)

Protected Member Functions inherited from CLibLinear
virtual bool	train_machine (CFeatures *data=NULL)

Protected Member Functions inherited from CLinearMachine
virtual void	store_model_features ()

Protected Member Functions inherited from CSGObject
virtual void	load_serializable_pre () throw (ShogunException)

virtual void	load_serializable_post () throw (ShogunException)

virtual void	save_serializable_pre () throw (ShogunException)

virtual void	save_serializable_post () throw (ShogunException)

Protected Attributes
CLinearMachine *	presvm

float64_t	B

float64_t	train_factor

Protected Attributes inherited from CLibLinear
float64_t	C1

float64_t	C2

bool	use_bias

float64_t	epsilon

int32_t	max_iterations

SGVector< float64_t >	m_linear_term

LIBLINEAR_SOLVER_TYPE	liblinear_solver_type

Protected Attributes inherited from CLinearMachine
int32_t	w_dim

float64_t *	w

float64_t	bias

CDotFeatures *	features

Protected Attributes inherited from CMachine
float64_t	max_train_time

CLabels *	labels

ESolverType	solver_type

bool	m_store_model_features

Additional Inherited Members
Public Attributes inherited from CSGObject
SGIO *	io

Parallel *	parallel

Version *	version

Parameter *	m_parameters

Parameter *	m_model_selection_parameters