Classes | Defines | Enumerations | Functions | Variables
svm.h File Reference
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Classes

struct  svm_model
struct  svm_node
struct  svm_parameter
struct  svm_problem

Defines

#define LIBSVM_VERSION   314

Enumerations

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

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)
void svm_cross_validation (const struct svm_problem *prob, const struct svm_parameter *param, int nr_fold, double *target)
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_nr_sv (const struct svm_model *model)
void svm_get_sv_indices (const struct svm_model *model, int *sv_indices)
int svm_get_svm_type (const struct svm_model *model)
double svm_get_svr_probability (const struct svm_model *model)
struct svm_modelsvm_load_model (const char *model_file_name)
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_modelsvm_train (const struct svm_problem *prob, const struct svm_parameter *param)

Variables

int libsvm_version

Define Documentation

#define LIBSVM_VERSION   314

Definition at line 4 of file svm.h.


Enumeration Type Documentation

anonymous enum
Enumerator:
C_SVC 
NU_SVC 
ONE_CLASS 
EPSILON_SVR 
NU_SVR 

Definition at line 25 of file svm.h.

anonymous enum
Enumerator:
LINEAR 
POLY 
RBF 
SIGMOID 
PRECOMPUTED 

Definition at line 26 of file svm.h.


Function Documentation

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

Definition at line 2991 of file svm.cpp.

void svm_free_and_destroy_model ( struct svm_model **  model_ptr_ptr)

Definition at line 2981 of file svm.cpp.

void svm_free_model_content ( struct svm_model model_ptr)

Definition at line 2949 of file svm.cpp.

void svm_get_labels ( const struct svm_model model,
int *  label 
)
int svm_get_nr_class ( const struct svm_model model)
int svm_get_nr_sv ( const struct svm_model model)
void svm_get_sv_indices ( const struct svm_model model,
int *  sv_indices 
)
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 2734 of file svm.cpp.

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(*)(const char *)  print_func)

Definition at line 3126 of file svm.cpp.

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

Variable Documentation

Definition at line 11 of file svm.cpp.



ml_classifiers
Author(s): Scott Niekum
autogenerated on Fri Jan 3 2014 11:30:23