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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) |
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_ | |||
) |