The ROC curve statistics for the four age-specific ADHD versus control classifiers
| Classifier: age group | AUC | Tp | Fn | Tn | Fp | Accuracy | Age (Y/N) | AUC category |
|---|---|---|---|---|---|---|---|---|
| 1 | 0.85 | 0.85 | 0.15 | 0.70 | 0.30 | 0.78 | Y | Good |
| 2 | 0.87 | 0.87 | 0.13 | 0.74 | 0.26 | 0.80 | Y | Good |
| 3 | 0.84 | 0.78 | 0.22 | 0.78 | 0.22 | 0.78 | N | Good |
| 4 | 0.94 | 0.87 | 0.13 | 0.88 | 0.12 | 0.87 | N | Excellent |
| Mean (SD) | 0.88 (0.04) | 0.84 (0.04) | 0.16 (0.04) | 0.77 (0.08) | 0.23 (0.08) | 0.81 (0.04) |
The AUC shows good to excellent accuracy.
The Age column indicates whether or not the chronological age is one of the features in the corresponding classifier (Y: yes; N: no)
ADHD, attention deficit hyperactivity disorder; AUC, area under the curve; Fn, false negatives; Fp, false positives; ROC, receiver operating characteristic; Tn, true negatives; Tp, true positives.