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. 2019 Mar 12;21(3):e13067. doi: 10.2196/13067

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