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Table 8 Transfer learning result tested with the question data using BERT model trained with the diagnosis (answer) dataset

From: Korean clinical entity recognition from diagnosis text using BERT

 

WP labels

 

precision

recall

f1 score

B-DZ

0.87

0.81

0.84

I-DZ

0.84

0.85

0.85

B-SX

0.78

0.52

0.63

I-SX

0.19

0.07

0.10

B-BP

0.81

0.81

0.81

I-BP

0.69

0.26

0.37

macro-avg

0.70

0.55

0.62

micro-avg

0.81

0.67

0.73

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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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