Table 2.
Performance of the classifier in the test set for both AD patients versus ONC patients and AD versus HyC
Dataset | AUROC | Accuracy | Sensitivity | Specificity |
---|---|---|---|---|
AD vs ONC | 0.85 (0.16) | 0.84 (0.12) | 0.88 (0.13) | 0.77 (0.22) |
AD vs HyC | 0.84 (0.20) | 0.85 (0.13) | 0.89 (0.13) | 0.81 (0.20) |
The HyC group was a subgroup of ONC. Data are mean (standard deviation) over the iterations of the 5-fold cross-validation. AD: Alzheimer’s disease; ONC: other neurodegenerative conditions; AUROC: area under the receiver operating characteristic curve; HyC: patients with normal pressure hydrocephalus