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Table 2 Performance of the classifier in the test set for both AD patients versus ONC patients and AD versus HyC

From: Impact of seed amplification assay and surface-enhanced Raman spectroscopy combined approach on the clinical diagnosis of Alzheimer’s disease

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)

  1. 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