Table 1.
Outcomes | Hierarchical Model Outcomes Using Brain Connectivity during Right Hand Inhibition | |||||||
---|---|---|---|---|---|---|---|---|
F3-F4 | F4-O1 | F4-T8 | T7-O1 | T8-O2 | T7-T8 | C3-CZ | C4-CZ | |
Classifier | QDA | QDA | LDA | QDA | QDA | QDA | LDA | QDA |
Sensitivity | 0.58 | 0.58 | 0.77 | 0.88 | 1.00 | 0.88 | 0.83 | 0.91 |
Specificity | 0.91 | 0.75 | 0.44 | 0.88 | 0.66 | 0.77 | 0.33 | 0.41 |
FPR | 0.09 | 0.25 | 0.56 | 0.12 | 0.34 | 0.23 | 0.67 | 0.59 |
PPV | 0.87 | 0.70 | 0.58 | 0.88 | 0.62 | 0.80 | 0.55 | 0.61 |
F-measure | 0.68 | 0.63 | 0.65 | 0.87 | 0.76 | 0.83 | 0.65 | 0.74 |
Accuracy (Mean ± SD) |
75 ± 7.46 | 66.66 ± 11.22 | 61.11 ± 8.27 | 88.88 ± 3.32 | 61.11 ± 7.78 | 83.33 ± 3.63 | 58.33 ± 5.69 | 66.66 ± 5.83 |