Table 1.
Classification Task | Accuracy | Sensitivity | Specifity | AUC | Precision | F1 score | MCC |
---|---|---|---|---|---|---|---|
CN vs. all | 0.74 ± 0.05 | 0.69 ± 0.07 | 0.77 ± 0.09 | 0.81 ± 0.04 | 0.63 ± 0.08 | 0.66 ± 0.05 | 0.46 ± 0.09 |
MCI vs. all | 0.59 ± 0.03 | 0.47 ± 0.12 | 0.70 ± 0.80 | 0.63 ± 0.04 | 0.56 ± 0.04 | 0.50 ± 0.08 | 0.17 ± 0.07 |
AD vs. all | 0.78 ± 0.02 | 0.52 ± 0.12 | 0.84 ± 0.02 | 0.77 ± 0.04 | 0.43 ± 0.04 | 0.47 ± 0.07 | 0.33 ± 0.09 |