crfsuite_evaluation_t Struct Reference

An overall performance values. More...

List of all members.

Public Attributes
int	num_labels
	Number of labels.
crfsuite_label_evaluation_t *	tbl
	Array of label-wise evaluations.
int	item_total_correct
	Number of correctly predicted items.
int	item_total_num
	Total number of items.
int	item_total_observation
	Total number of occurrences of labels in the gold-standard data.
int	item_total_model
	Total number of predictions.
floatval_t	item_accuracy
	Item-level accuracy.
int	inst_total_correct
	Number of correctly predicted instances.
int	inst_total_num
	Total number of instances.
floatval_t	inst_accuracy
	Instance-level accuracy.
floatval_t	macro_precision
	Macro-averaged precision.
floatval_t	macro_recall
	Macro-averaged recall.
floatval_t	macro_fmeasure
	Macro-averaged F1 score.

---

Detailed Description

An overall performance values.

---

Member Data Documentation

floatval_t crfsuite_evaluation_t::inst_accuracy

Instance-level accuracy.

int crfsuite_evaluation_t::inst_total_correct

Number of correctly predicted instances.

int crfsuite_evaluation_t::inst_total_num

Total number of instances.

floatval_t crfsuite_evaluation_t::item_accuracy

Item-level accuracy.

int crfsuite_evaluation_t::item_total_correct

Number of correctly predicted items.

int crfsuite_evaluation_t::item_total_model

Total number of predictions.

int crfsuite_evaluation_t::item_total_num

Total number of items.

int crfsuite_evaluation_t::item_total_observation

Total number of occurrences of labels in the gold-standard data.

floatval_t crfsuite_evaluation_t::macro_fmeasure

Macro-averaged F1 score.

floatval_t crfsuite_evaluation_t::macro_precision

Macro-averaged precision.

floatval_t crfsuite_evaluation_t::macro_recall

Macro-averaged recall.

int crfsuite_evaluation_t::num_labels

Number of labels.

crfsuite_label_evaluation_t* crfsuite_evaluation_t::tbl

Array of label-wise evaluations.