SVM_linear.h File Reference

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Classes
struct	problem
struct	parameter
struct	model
class	l2loss_svm_fun
class	l2_lr_fun
Functions
struct model *	train (const struct problem *prob, const struct parameter *param)
void	cross_validation (const struct problem *prob, const struct parameter *param, int32_t nr_fold, int32_t *target)
int32_t	predict_values (const struct model *model_, const struct feature_node *x, float64_t *dec_values)
int32_t	predict (const struct model *model_, const struct feature_node *x)
int32_t	predict_probability (const struct model *model_, const struct feature_node *x, float64_t *prob_estimates)
int32_t	save_model (const char *model_file_name, const struct model *model_)
struct model *	load_model (const char *model_file_name)
int32_t	get_nr_feature (const struct model *model_)
int32_t	get_nr_class (const struct model *model_)
void	get_labels (const struct model *model_, int32_t *label)
void	destroy_model (struct model *model_)
void	destroy_param (struct parameter *param)
const char *	check_parameter (const struct problem *prob, const struct parameter *param)

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Function Documentation

const char* check_parameter	(	const struct problem *	prob,
		const struct parameter *	param
	)

void cross_validation	(	const struct problem *	prob,
		const struct parameter *	param,
		int32_t	nr_fold,
		int32_t *	target
	)

void destroy_model

(

struct model *

model_

)

void destroy_param

(

struct parameter *

param

)

void get_labels	(	const struct model *	model_,
		int32_t *	label
	)

int32_t get_nr_class

(

const struct model *

model_

)

int32_t get_nr_feature

(

const struct model *

model_

)

struct model* load_model

(

const char *

model_file_name

)

[read]

int32_t predict	(	const struct model *	model_,
		const struct feature_node *	x
	)

int32_t predict_probability	(	const struct model *	model_,
		const struct feature_node *	x,
		float64_t *	prob_estimates
	)

int32_t predict_values	(	const struct model *	model_,
		const struct feature_node *	x,
		float64_t *	dec_values
	)

int32_t save_model	(	const char *	model_file_name,
		const struct model *	model_
	)

struct model* train	(	const struct problem *	prob,
		const struct parameter *	param
	)			[read]