Table 7.
Performance results for the Random Forest algorithm on each of the outer cross-validation test sets, for the male sample.
Model | Accuracy | AUCa | Precision | Recall—minors | Recall—adults |
1 (median) | 0.90 | 0.90 | 0.83 | 1.00 | 0.80 |
2 | 0.89 | 0.89 | 0.87 | 0.91 | 0.87 |
3 | 0.89 | 0.89 | 0.87 | 0.96 | 0.83 |
4 | 0.90 | 0.90 | 0.90 | 0.89 | 0.91 |
5 | 0.92 | 0.92 | 0.89 | 0.96 | 0.89 |
aAUC: area under the curve.