| Accuracy | Precision | Recall | F1 Score | AUC |
---|---|---|---|---|---|
LR | Â | Â | Â | Â | Â |
 Clinical data | 0.92 ± 0.00 | 0.85 ± 0.00 | 1.00 ± 0.00 | 0.92 ± 0.00 | 1.00 ± 0.00 |
 Tau PET | 0.88 ± 0.00 | 0.83 ± 0.00 | 0.91 ± 0.00 | 0.87 ± 0.00 | 0.95 ± 0.01 |
 Clinical data with Tau | 0.96 ± 0.00 | 0.92 ± 0.00 | 1.00 ± 0.00 | 0.96 ± 0.00 | 1.00 ± 0.00 |
SVM | Â | Â | Â | Â | Â |
 Clinical | 0.96 ± 0.00 | 0.92 ± 0.00 | 1.00 ± 0.00 | 0.96 ± 0.00 | 1.00 ± 0.01 |
 Tau | 0.92 ± 0.00 | 0.91 ± 0.00 | 0.91 ± 0.00 | 0.91 ± 0.00 | 0.94 ± 0.01 |
 Clinical with Tau | 0.96 ± 0.00 | 0.92 ± 0.00 | 1.00 ± 0.00 | 0.96 ± 0.00 | 1.00 ± 0.00 |
XGB | Â | Â | Â | Â | Â |
 Clinical | 0.94 ± 0.02 | 0.88 ± 0.04 | 1.00 ± 0.00 | 0.94 ± 0.02 | 0.99 ± 0.00 |
 Tau | 0.88 ± 0.04 | 0.86 ± 0.05 | 0.86 ± 0.05 | 0.86 ± 0.05 | 0.97 ± 0.01 |
 Clinical with Tau | 0.94 ± 0.02 | 0.88 ± 0.04 | 1.00 ± 0.00 | 0.94 ± 0.02 | 1.00 ± 0.01 |
MLP | Â | Â | Â | Â | Â |
 Clinical | 0.91 ± 0.05 | 0.85 ± 0.08 | 0.98 ± 0.04 | 0.91 ± 0.06 | 0.99 ± 0.05 |
 Tau | 0.87 ± 0.03 | 0.83 ± 0.00 | 0.86 ± 0.05 | 0.84 ± 0.04 | 0.91 ± 0.03 |
 Clinical with Tau | 0.95 ± 0.01 | 0.90 ± 0.04 | 1.00 ± 0.00 | 0.95 ± 0.01 | 1.00 ± 0.02 |