BMC Medical Informatics and Decision Making

Table 7 Detailed evaluation result with BERT for the diagnosis dataset

From: Korean clinical entity recognition from diagnosis text using BERT

	BERT labels			WP labels			IOB labels
	precision	recall	f1 score	precision	recall	f1 score	precision	recall	f1 score
B-DZ	0.85	0.88	0.87	0.85	0.89	0.87	0.85	0.88	0.87
I-DZ	0.83	0.82	0.82	0.83	0.84	0.83	0.85	0.88	0.87
B-SX	0.86	0.85	0.86	0.86	0.84	0.84	0.86	0.85	0.86
I-SX	0.53	0.54	0.54	0.54	0.55	0.55	0.83	0.81	0.82
B-BP	0.83	0.86	0.84	0.78	0.83	0.81	0.83	0.86	0.84
I-BP	0.38	0.39	0.39	0.36	0.42	0.39	0.72	0.79	0.75

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