Evaluation utility

Classes
struct	crfsuite_label_evaluation_t
	Label-wise performance values. More...
struct	crfsuite_evaluation_t
	An overall performance values. More...
Functions
void	crfsuite_evaluation_init (crfsuite_evaluation_t *eval, int n)
	Initialize an evaluation structure.
void	crfsuite_evaluation_finish (crfsuite_evaluation_t *eval)
	Uninitialize an evaluation structure.
void	crfsuite_evaluation_clear (crfsuite_evaluation_t *eval)
	Reset an evaluation structure.
int	crfsuite_evaluation_accmulate (crfsuite_evaluation_t *eval, const int *reference, const int *prediction, int T)
	Accmulate the correctness of the predicted label sequence.
void	crfsuite_evaluation_finalize (crfsuite_evaluation_t *eval)
	Finalize the evaluation result.
void	crfsuite_evaluation_output (crfsuite_evaluation_t *eval, crfsuite_dictionary_t *labels, crfsuite_logging_callback cbm, void *user)
	Print the evaluation result.

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Function Documentation

int crfsuite_evaluation_accmulate	(	crfsuite_evaluation_t *	eval,
		const int *	reference,
		const int *	prediction,
		int	T
	)

Accmulate the correctness of the predicted label sequence.

Parameters:

eval	The pointer to crfsuite_evaluation_t.
reference	The reference label sequence.
prediction	The predicted label sequence.
T	The length of the label sequence.

Returns:

int 0 if succeeded, 1 otherwise.

void crfsuite_evaluation_clear

(

crfsuite_evaluation_t *

eval

)

Reset an evaluation structure.

Parameters:

eval	The pointer to crfsuite_evaluation_t.

void crfsuite_evaluation_finalize

(

crfsuite_evaluation_t *

eval

)

Finalize the evaluation result.

Parameters:

eval	The pointer to crfsuite_evaluation_t.

void crfsuite_evaluation_finish

(

crfsuite_evaluation_t *

eval

)

Uninitialize an evaluation structure.

Parameters:

eval	The pointer to crfsuite_evaluation_t.

void crfsuite_evaluation_init	(	crfsuite_evaluation_t *	eval,
		int	n
	)

Initialize an evaluation structure.

Parameters:

eval	The pointer to crfsuite_evaluation_t.
n	The number of labels in the dataset.

void crfsuite_evaluation_output	(	crfsuite_evaluation_t *	eval,
		crfsuite_dictionary_t *	labels,
		crfsuite_logging_callback	cbm,
		void *	user
	)

Print the evaluation result.

Parameters:

eval	The pointer to crfsuite_evaluation_t.
labels	The pointer to the label dictionary.
cbm	The callback function to receive the evaluation result.
user	The pointer to the user data that is forwarded to the callback function.