Classification method | % of original grouped cases correctly classified | % of cross-validated cases correctly classified | |
---|---|---|---|
Discriminant analysis | 89.8% | 79.6% | |
Automatic linear modeling predictor region | Â | Â | Predictor importance |
Right caudate | Â | Â | 0.12 |
Left caudate | Â | Â | 0.11 |
Left cerebellum | Â | Â | 0.10 |
Right thalamus | Â | Â | 0.10 |
Left ventral diencephalon | Â | Â | 0.10 |
Brainstem | Â | Â | 0.10 |
CSF | Â | Â | 0.10 |
Right parietal lobe | Â | Â | 0.07 |
Left frontal lobe | Â | Â | 0.06 |
Right frontal lobe | Â | Â | 0.05 |
Diagnostic group | Sensitivity | Specificity | Area under the curve |
TBI | 100% | 100% | 100% |
bvFTD | 95% | 91.3% | 98.7% |
EOAD | 95.6% | 90.2% | 98.4% |
LOAD | 90.6% | 90.5% | 95.9% |