libsvm.h File Reference

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Classes
struct	svm_node
struct	svm_problem
struct	svm_parameter
Enumerations
enum	{   C_SVC, NU_SVC, ONE_CLASS, EPSILON_SVR,   NU_SVR }
enum	{   LINEAR, POLY, RBF, SIGMOID,   PRECOMPUTED }
Functions
struct svm_model *	svm_train (const struct svm_problem *prob, const struct svm_parameter *param)
void	svm_cross_validation (const struct svm_problem *prob, const struct svm_parameter *param, int nr_fold, double *target)
int	svm_save_model (const char *model_file_name, const struct svm_model *model)
struct svm_model *	svm_load_model (const char *model_file_name)
int	svm_get_svm_type (const struct svm_model *model)
int	svm_get_nr_class (const struct svm_model *model)
void	svm_get_labels (const struct svm_model *model, int *label)
double	svm_get_svr_probability (const struct svm_model *model)
void	svm_predict_values (const struct svm_model *model, const struct svm_node *x, double *dec_values)
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)
void	svm_destroy_model (struct svm_model *model)
void	svm_destroy_param (struct svm_parameter *param)
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)

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Enumeration Type Documentation

anonymous enum

Enumerator:

C_SVC
NU_SVC
ONE_CLASS
EPSILON_SVR
NU_SVR

Definition at line 21 of file libsvm.h.

anonymous enum

Enumerator:

LINEAR
POLY
RBF
SIGMOID
PRECOMPUTED

Definition at line 22 of file libsvm.h.

---

Function Documentation

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

Referenced by svmTrain().

int svm_check_probability_model

(

const struct svm_model *

model )

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

Referenced by svm_svr_probability().

void svm_destroy_model

(

struct svm_model *

model )

Definition at line 2915 of file libsvm.cpp.

Referenced by svmTrain().

void svm_destroy_param

(

struct svm_parameter *

param )

Definition at line 2921 of file libsvm.cpp.

Referenced by svm_binary_svc_probability(), and svmTrain().

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

int svm_get_nr_class

(

const struct svm_model *

model )

Referenced by svm_cross_validation().

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 )

[read]

Definition at line 2690 of file libsvm.cpp.

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

Referenced by svm_cross_validation(), and svm_predict_probability().

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

Referenced by svm_cross_validation().

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

Referenced by svm_binary_svc_probability(), svm_predict(), and svm_predict_probability().

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

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

Referenced by svm_binary_svc_probability(), svm_cross_validation(), and svmTrain().