Table 9.
Performance results for the random forest algorithm on each of the outer cross-validation test sets, for the female sample.
| Model | Accuracy | AUCa | Precision | Recall—minors | Recall—adults |
| 1 | 0.81 | 0.81 | 0.73 | 0.96 | 0.66 |
| 2 (median) | 0.84 | 0.84 | 0.77 | 0.96 | 0.72 |
| 3 | 0.84 | 0.84 | 0.77 | 0.98 | 0.70 |
| 4 | 0.84 | 0.84 | 0.78 | 0.96 | 0.72 |
| 5 | 0.84 | 0.84 | 0.77 | 0.98 | 0.70 |
aAUC: area under the curve.