| Accuracy | Precision | Recall | F1 Score | AUC |
---|---|---|---|---|---|
LR | Â | Â | Â | Â | Â |
 Clinical data | 0.69 ± 0.00 | 0.65 ± 0.00 | 0.79 ± 0.00 | 0.71 ± 0.00 | 0.74 ± 0.00 |
 Tau PET | 0.76 ± 0.00 | 0.82 ± 0.00 | 0.64 ± 0.00 | 0.72 ± 0.00 | 0.75 ± 0.00 |
 Clinical data with Tau | 0.72 ± 0.00 | 0.68 ± 0.01 | 0.82 ± 0.04 | 0.74 ± 0.01 | 0.79 ± 0.00 |
SVM | Â | Â | Â | Â | Â |
 Clinical | 0.76 ± 0.00 | 0.89 ± 0.00 | 0.57 ± 0.00 | 0.70 ± 0.00 | 0.68 ± 0.01 |
 Tau | 0.81 ± 0.02 | 0.91 ± 0.00 | 0.69 ± 0.00 | 0.78 ± 0.03 | 0.72 ± 0.02 |
 Clinical with Tau | 0.81 ± 0.02 | 0.82 ± 0.03 | 0.79 ± 0.04 | 0.80 ± 0.02 | 0.80 ± 0.02 |
XGB | Â | Â | Â | Â | Â |
 Clinical | 0.69 ± 0.00 | 0.65 ± 0.00 | 0.79 ± 0.00 | 0.71 ± 0.00 | 0.71 ± 0.01 |
 Tau | 0.65 ± 0.06 | 0.69 ± 0.12 | 0.56 ± 0.22 | 0.61 ± 0.00 | 0.73 ± 0.00 |
 Clinical with Tau | 0.72 ± 0.04 | 0.69 ± 0.05 | 0.79 ± 0.08 | 0.73 ± 0.03 | 0.79 ± 0.02 |
MLP | Â | Â | Â | Â | Â |
 Clinical | 0.63 ± 0.06 | 0.66 ± 0.10 | 0.55 ± 0.06 | 0.56 ± 0.17 | 0.71 ± 0.06 |
 Tau | 0.75 ± 0.02 | 0.83 ± 0.06 | 0.61 ± 0.04 | 0.70 ± 0.01 | 0.74 ± 0.01 |
 Clinical with Tau | 0.77 ± 0.05 | 0.75 ± 0.07 | 0.80 ± 0.04 | 0.77 ± 0.05 | 0.78 ± 0.05 |