svm.h File Reference

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Classes
class	ComposedKernelFunctor
	Undocumented. More...
class	GenericKernelFunctorBase
	Undocumented. More...
struct	svm_model
struct	svm_node
struct	svm_parameter
struct	svm_problem

Macros
#define	LIBSVM_VERSION   300

Enumerations
enum	{   C_SVC,   NU_SVC,   ONE_CLASS,   EPSILON_SVR,   NU_SVR }
enum	{   LINEAR,   POLY,   RBF,   SIGMOID,   PRECOMPUTED,   GENERIC,   COMPOSED }

Functions
const char *	svm_check_parameter (const struct svm_problem *prob, const struct svm_parameter *param)
int	svm_check_probability_model (const struct svm_model *model)
struct svm_model *	svm_copy_model (const svm_model *model)
void	svm_cross_validation (const struct svm_problem *prob, const struct svm_parameter *param, int nr_fold, double *target)
void	svm_destroy_model (struct svm_model *model_ptr)
void	svm_destroy_param (struct svm_parameter *param)
void	svm_free_and_destroy_model (struct svm_model **model_ptr_ptr)
void	svm_free_model_content (struct svm_model *model_ptr)
void	svm_get_labels (const struct svm_model *model, int *label)
int	svm_get_nr_class (const struct svm_model *model)
int	svm_get_svm_type (const struct svm_model *model)
double	svm_get_svr_probability (const struct svm_model *model)
struct svm_model *	svm_load_model (const char *model_file_name, GenericKernelFunctorBase *generic_kernel_functor=NULL)
double	svm_predict (const struct svm_model *model, const struct svm_node *x)
double	svm_predict_probability (const struct svm_model *model, const struct svm_node *x, double *prob_estimates)
double	svm_predict_values (const struct svm_model *model, const struct svm_node *x, double *dec_values)
int	svm_save_model (const char *model_file_name, const struct svm_model *model)
void	svm_set_print_string_function (void(*print_func)(const char *))
struct svm_model *	svm_train (const struct svm_problem *prob, const struct svm_parameter *param)

Variables
int	libsvm_version

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Macro Definition Documentation

#define LIBSVM_VERSION   300

Definition at line 4 of file svm.h.

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Enumeration Type Documentation

anonymous enum

Enumerator:

C_SVC
NU_SVC
ONE_CLASS
EPSILON_SVR
NU_SVR

Definition at line 187 of file svm.h.

anonymous enum

Enumerator:

LINEAR
POLY
RBF
SIGMOID
PRECOMPUTED
GENERIC
COMPOSED

Definition at line 188 of file svm.h.

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Function Documentation

const char* svm_check_parameter	(	const struct svm_problem *	prob,
		const struct svm_parameter *	param
	)

Referenced by otb::SVMModel< TValue, TLabel >::ConsistencyCheck().

int svm_check_probability_model

(

const struct svm_model *

model

)

Referenced by otb::SVMModel< TValue, TLabel >::EvaluateLabel(), and otb::SVMModel< TValue, TLabel >::EvaluateProbabilities().

struct svm_model* svm_copy_model ( const svm_model *  model )

read

Referenced by otb::SVMModel< TValue, TLabel >::SetModel().

void svm_cross_validation	(	const struct svm_problem *	prob,
		const struct svm_parameter *	param,
		int	nr_fold,
		double *	target
	)

Referenced by otb::SVMModel< TValue, TLabel >::CrossValidation().

void svm_destroy_model

(

struct svm_model *

model_ptr

)

void svm_destroy_param

(

struct svm_parameter *

param

)

void svm_free_and_destroy_model

(

struct svm_model **

model_ptr_ptr

)

Referenced by otb::SVMModel< TValue, TLabel >::DeleteModel().

void svm_free_model_content

(

struct svm_model *

model_ptr

)

void svm_get_labels	(	const struct svm_model *	model,
		int *	label
	)

int svm_get_nr_class

(

const struct svm_model *

model

)

Referenced by otb::SVMModel< TValue, TLabel >::EvaluateLabel(), and otb::SVMModel< TValue, TLabel >::EvaluateProbabilities().

int svm_get_svm_type

(

const struct svm_model *

model

)

Referenced by otb::SVMModel< TValue, TLabel >::EvaluateLabel().

double svm_get_svr_probability

(

const struct svm_model *

model

)

Referenced by otb::SVMModel< TValue, TLabel >::EvaluateLabel().

struct svm_model* svm_load_model ( const char *  model_file_name, GenericKernelFunctorBase *  generic_kernel_functor = NULL  )

read

Referenced by otb::SVMModel< TValue, TLabel >::LoadModel().

double svm_predict	(	const struct svm_model *	model,
		const struct svm_node *	x
	)

Referenced by otb::SVMModel< TValue, TLabel >::EvaluateLabel().

double svm_predict_probability	(	const struct svm_model *	model,
		const struct svm_node *	x,
		double *	prob_estimates
	)

Referenced by otb::SVMModel< TValue, TLabel >::EvaluateLabel(), and otb::SVMModel< TValue, TLabel >::EvaluateProbabilities().

double svm_predict_values	(	const struct svm_model *	model,
		const struct svm_node *	x,
		double *	dec_values
	)

Referenced by otb::SVMModel< TValue, TLabel >::EvaluateHyperplanesDistances().

int svm_save_model	(	const char *	model_file_name,
		const struct svm_model *	model
	)

Referenced by otb::SVMModel< TValue, TLabel >::SaveModel().

void svm_set_print_string_function

(

void(*)(const char *)

print_func

)

struct svm_model* svm_train ( const struct svm_problem *  prob, const struct svm_parameter *  param  )

read

Referenced by otb::SVMModel< TValue, TLabel >::Train().

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Variable Documentation

int libsvm_version