Table 3. Final model results on test data, features from cause-of-death and description of injury fields.
Method | PPV | Sensitivity | F-score |
---|---|---|---|
SVM | 0.9622 | 0.9770 | 0.9695 |
RF | 0.9531 | 0.9803 | 0.9665 |
MLP | 0.9621 | 0.9737 | 0.9678 |
Rule-based | 0.9504 | 0.9243 | 0.9372 |