Table 5 The performance of various methods for the temporal relation classification (%)
From: Temporal indexing of medical entity in Chinese clinical notes
Method | Precision | Recall | F1-score |
|---|---|---|---|
SVM | 70.13 | 73.18 | 71.63 |
CNN | 70.68 | 79.56 | 74.86 |
RNN | 67.10 | 84.68 | 74.87 |
RNN-CNN | 71.41 | 81.15 | 75.97 |
Merged | 74.97 | 82.07 | 78.36 |