| Bi-RNN model | Our proposed model | ||||
---|---|---|---|---|---|---|
Entity type | Precision | Recall | F-measure | Precision | Recall | F-measure |
Disease | 82.82 | 78.02 | 80.34 | 84.11 | 84.70 | 84.40 |
Symptom | 80.26 | 80.11 | 80.19 | 88.08 | 84.01 | 86.00 |
Disease group | 37.50 | 100 | 54.54 | 43.75 | 82.35 | 57.14 |
Treatment | 68.89 | 78.58 | 73.41 | 73.91 | 82.06 | 77.77 |
Test | 82.99 | 86.43 | 84.68 | 89.23 | 87.99 | 88.61 |
Macro average | 70.91 | 84.67 | 74.63 | 75.82 | 84.22 | 78.79 |