Table 11.
The uncertainty metrics (%) obtained by using the E-SCNN-MCD scheme for non-subject-specific session to session classification.
| Dataset 2a | Dataset 2b | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Subjects | UA * | Rc | Rcc | Riu | UA | UA * | Rc | Rcc | Riu | UA |
| 1 | 82.34 | 98.04 | 81.71 | 5.74 | 81.20 | 75.54 | 98.74 | 75.16 | 2.62 | 74.87 |
| 2 | 52.08 | 95.74 | 48.02 | 5.45 | 48.84 | 58.68 | 97.62 | 58.81 | 2.69 | 58.52 |
| 3 | 85.15 | 98.84 | 84.45 | 4.75 | 84.24 | 54.55 | 98.01 | 54.39 | 2.09 | 54.26 |
| 4 | 69.04 | 96.16 | 66.11 | 7.19 | 66.09 | 95.11 | 99.76 | 95.05 | 2.16 | 94.93 |
| 5 | 65.94 | 96.67 | 62.85 | 5.37 | 62.80 | 80.91 | 98.81 | 81.25 | 2.94 | 80.84 |
| 6 | 56.72 | 96.33 | 52.68 | 4.73 | 53.01 | 84.21 | 98.90 | 84.52 | 3.62 | 84.17 |
| 7 | 75.33 | 97.59 | 75.91 | 4.99 | 75.31 | 77.30 | 98.98 | 77.43 | 2.38 | 77.18 |
| 8 | 81.57 | 98.14 | 81.71 | 6.19 | 81.38 | 93.91 | 99.67 | 94.04 | 2.84 | 93.90 |
| 9 | 82.09 | 98.53 | 81.07 | 4.62 | 80.78 | 85.32 | 99.24 | 85.25 | 2.58 | 84.99 |
| Mean | 72.16 | 97.34 | 70.50 | 5.45 | 70.41 | 78.27 | 98.86 | 78.43 | 2.66 | 78.19 |
* indicates optimal value.