Table 8 Result of rehabilitation relationship extraction based on BERT-BiGRU-attention.

From: Knowledge discovery of diseases symptoms and rehabilitation measures in Q&A communities

Relationship categories

precision

recall

F1-score

AUPR

AUC

DS

0.9454

0.9611

0.9532

0.9409

0.9581

SFD

0.9819

0.9792

0.9805

0.9211

0.9810

NSFD

0.9238

0.9700

0.9463

0.9119

0.9473

UKN

0.9024

0.7872

0.8409

0.8347

0.8654

Total

0.9665

0.9666

0.9663

0.9315

0.9667

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