Table 3.
Performance of the system on the training, development, and evaluation sets for the identification of abuse types and victim injuries with true positive, false positive, and false negative results.
| Set and characteristic | Precision (%) | Recall (%) | F1-score (%) | True positive (%) | False positive (%) | False negative (%) | |
| Evaluation | |||||||
|
|
Abuse type | 90.2 | 89.6 | 89.8 | 259 | 28 | 30 |
| Injury | 85.0 | 86.3 | 85.6 | 57 | 10 | 9 | |
| Development | |||||||
|
|
Abuse type | 92.8 | 94.8 | 93.7 | 310 | 24 | 17 |
| Injury | 90.2 | 94.3 | 92.3 | 83 | 9 | 5 | |
| Training | |||||||
|
|
Abuse type | 93.9 | 96.3 | 95.3 | 293 | 19 | 11 |
| Injury | 93.1 | 97.5 | 95.2 | 81 | 6 | 2 | |