Entity/modifier | Rule-based | RNN | ||
---|---|---|---|---|
Exact match | Partial match | Exact match | Partial match | |
Date | 0.51 | 0.62 | 0.75 | 0.73 |
Disease | 0.75 | 0.77 | 0.73 | 0.76 |
Host | 0.31 | 0.40 | 0.53 | 0.60 |
Location | 0.51 | 0.56 | 0.63 | 0.68 |
Number of cases | 0.52 | 0.53 | 0.74 | 0.75 |
Origin | 0.36 | 0.45 | 0.47 | 0.50 |
Transmission form | 0.14 | 0.21 | 0.24 | 0.40 |
Negation | 0.14 | 0.17 | 0.10 | 0.11 |
Past | 0.18 | 0.26 | 0.36 | 0.49 |
Uncertainty | 0.21 | 0.31 | 0.33 | 0.43 |
Micro-average | 0.52 | 0.56 | 0.64 | 0.68 |