Table 3 The accuracy and sensitivity of Win and rest-EEG classes, and F1 score results for each participant for task 3.
From: Trial by trial EEG based BCI for distress versus non distress classification in individuals with ASD
ID | Accuracy | Sensitivity (Win) | Sensitivity (rest-EEG) | F1-Score |
|---|---|---|---|---|
1 | 100 | 100 | 100 | 1 |
2 | 98.00 | 93.31 | 99.23 | 0.94 |
3 | 96.23 | 91.43 | 97.22 | 0.90 |
4 | 82.52 | 100 | 53.31 | 0.87 |
5 | 100 | 100 | 100 | 1 |
6 | 88.31 | 68.92 | 95.22 | 0.75 |
7 | 100 | 100 | 100 | 1 |
8 | 86.43 | 100 | 73.31 | 0.89 |
9 | 95 | 92.00 | 100 | 0.95 |
10 | 98.21 | 97.00 | 100 | 0.98 |
11 | 82.22 | 100 | 46.72 | 0.88 |
12 | 98.74 | 94.32 | 100 | 0.96 |
13 | 100 | 100 | 100 | 1 |
14 | 100 | 100 | 100 | 1 |
15 | 100 | 100 | 100 | 1 |
16 | 100 | 100 | 100 | 1 |
17 | 88.42 | 43.43 | 99.25 | 0.57 |
18 | 100 | 100 | 100 | 1 |
19 | 93.73 | 94.32 | 93.62 | 0.87 |
20 | 95.00 | 73.42 | 97.61 | 0.73 |
21 | 90.92 | 53.41 | 100 | 0.68 |
\({\text{Mean}} \pm {\text{SD}}\) | 94.9 ± 5.6 | 90.5 ± 16 | 93.1 ± 15 | 0.9 ± 0.12 |
