Table 3.
Summary of sensitivities, specificities, false positive rate (FPR), positive predictive value (PPV), F-measure and accuracy (%) outcomes during RHR (SS) vs. LHR (SS).
| Outcomes | Hierarchical Model Outcomes Using Brain Connectivity in RHR and LHR Inhibitions | |||||||
|---|---|---|---|---|---|---|---|---|
| F3-F4 | F4-O1 | F4-T8 | T7-O1 | T8-O2 | T7-T8 | C3-CZ | C4-CZ | |
| Classifier | KNNC | QDA | QDA | QDA | QDA | QDA | QDA | QDA |
| Sensitivity | 0.58 | 0.50 | 0.66 | 0.91 | 0.88 | 0.50 | 0.66 | 0.91 |
| Specificity | 0.66 | 0.83 | 0.75 | 0.75 | 1.00 | 0.75 | 0.50 | 0.58 |
| FPR | 0.34 | 0.17 | 0.25 | 0.25 | 0.00 | 0.25 | 0.50 | 0.42 |
| PPV | 0.46 | 0.75 | 0.72 | 0.78 | 1.00 | 0.66 | 0.57 | 0.68 |
| F-measure | 0.50 | 0.29 | 0.68 | 0.83 | 0.93 | 0.56 | 0.60 | 0.77 |
| Accuracy (Mean ± SD) | 62.50 ± 2.24 | 66.66 ± 5.44 | 70.83 ± 3.52 | 83.34 ± 1.71 | 94.44 ± 1.00 | 62.50 ± 2.70 | 58.33 ± 1.95 | 75 ± 2.09 |