From: Investigating the power of eyes open resting state EEG for assisting in dementia diagnosis
Machine Learning classification accuracies | ||||
---|---|---|---|---|
Classification Type | Accuracy | Specificity (± CI) | Sensitivity (± CI) | Weighted Average AUC |
HC-D | 0.91 ± 0.07 | 0.87 ± 0.09 | 0.92 ± 0.08 | 0.85 |
AD-LBD | 0.86 ± 0.10 | 0.75 ± 0.19 | 0.9 ± 0.13 | 0.76 |
AD-DLB | 0.82 ± 0.13 | 0.75 ± 0.19 | 0.81 ± 0.17 | 0.74 |
DLB-PDD | 0.61 ± 0.16 | 0.76 ± 0.20 | 0.3 ± 0.22 | 0.61 |