Table 2:
Track 2 | Precision | Recall | F1 | |||
---|---|---|---|---|---|---|
SVM | Neural | SVM | Neural | SVM | Neural | |
Drug-Strength | 0.93 | 0.99 | 0.96 | 0.98 | 0.94 | 0.98 |
Drug-Duration | 0.81 | 0.93 | 0.83 | 0.86 | 0.82 | 0.89 |
Drug-Route | 0.93 | 0.97 | 0.95 | 0.94 | 0.94 | 0.96 |
Drug-Form | 0.96 | 0.99 | 0.97 | 0.95 | 0.97 | 0.97 |
Drug-ADE | 0.75 | 0.77 | 0.78 | 0.80 | 0.76 | 0.79 |
Drug-Dosage | 0.95 | 0.98 | 0.96 | 0.93 | 0.95 | 0.95 |
Drug-Reason | 0.74 | 0.91 | 0.76 | 0.65 | 0.75 | 0.76 |
Drug-Frequency | 0.90 | 0.98 | 0.92 | 0.94 | 0.91 | 0.96 |
Average | 0.90 | 0.97 | 0.92 | 0.90 | 0.91 | 0.93 |