Table 12 Performance of the ad hoc extraction of the daily medications dose
Dataset | Documents | TP | FP | FN | Precision | Recall | F1 |
|---|---|---|---|---|---|---|---|
Overall | 900 | 875 | 21 | 25 | 0.977 | 0.972 | 0.974 |
Xarelto | 100 | 100 | 0 | 0 | 1.0 | 1.0 | 1.0 |
Eliquis | 100 | 95 | 3 | 5 | 0.960 | 0.950 | 0.955 |
Pradaxa | 100 | 92 | 6 | 8 | 0.939 | 0.920 | 0.929 |
NOACs | 300 | 287 | 12 | 13 | 0.960 | 0.957 | 0.958 |
Esidrix | 200 | 197 | 2 | 3 | 0.990 | 0.985 | 0.987 |
Concor | 200 | 196 | 4 | 4 | 0.980 | 0.980 | 0.980 |
Delix | 200 | 195 | 3 | 5 | 0.985 | 0.975 | 0.980 |
Antihypertensive drug | 600 | 581 | 9 | 12 | 0.985 | 0.980 | 0.982 |
2015 | 600 | 586 | 13 | 14 | 0.978 | 0.977 | 0.977 |
2005 | 300 | 289 | 8 | 11 | 0.973 | 0.963 | 0.968 |