Research Article
Using Black Hole Algorithm to Improve EEG-Based Emotion Recognition
Table 7
Dataset of experimental results. Twenty-five first iterations of the ten first runs.
| Iterations | Runs | #1 | #2 | #3 | #4 | #5 | #6 | #7 | #8 | #9 | #10 |
| 1 | 88.24 | 88.57 | 87.95 | 89.04 | 86.48 | 88.05 | 86.15 | 87.33 | 88.85 | 86.95 |
| 2 | 88.76 | 88.57 | 88.14 | 89.04 | 86.48 | 88.05 | 87.43 | 87.33 | 89.61 | 88.24 |
| 3 | 89.28 | 89.52 | 88.76 | 89.04 | 87.43 | 88.43 | 89.18 | 88.66 | 90.28 | 88.47 |
| 4 | 91.18 | 89.52 | 89.23 | 89.04 | 88.43 | 88.61 | 89.47 | 88.9 | 90.28 | 89.23 |
| 5 | 91.18 | 91.08 | 90.42 | 89.47 | 88.61 | 89.33 | 90.04 | 88.9 | 92.13 | 89.8 |
| 6 | 91.46 | 91.08 | 91.41 | 90.32 | 88.61 | 89.37 | 91.32 | 89.14 | 92.13 | 90.23 |
| 7 | 91.46 | 91.37 | 91.46 | 90.32 | 89.04 | 89.37 | 91.46 | 89.47 | 92.27 | 90.37 |
| 8 | 91.75 | 91.46 | 92.46 | 90.61 | 89.47 | 89.37 | 91.98 | 89.47 | 92.27 | 90.56 |
| 9 | 91.84 | 91.46 | 92.46 | 90.94 | 90.09 | 89.61 | 91.98 | 90.32 | 92.31 | 91.51 |
| 10 | 91.89 | 91.94 | 92.5 | 90.94 | 90.56 | 90.42 | 92.13 | 90.7 | 92.31 | 91.51 |
| 11 | 91.94 | 91.94 | 92.5 | 90.94 | 91.03 | 90.42 | 92.13 | 90.75 | 92.31 | 91.51 |
| 12 | 91.98 | 91.98 | 92.5 | 90.94 | 91.46 | 90.75 | 92.22 | 91.37 | 92.31 | 91.51 |
| 13 | 91.98 | 92.13 | 92.55 | 90.94 | 91.46 | 90.8 | 92.22 | 91.6 | 92.31 | 91.6 |
| 14 | 91.98 | 92.31 | 92.55 | 90.94 | 91.65 | 91.13 | 92.22 | 91.6 | 92.31 | 91.6 |
| 15 | 91.98 | 92.31 | 92.55 | 90.99 | 91.7 | 91.13 | 92.22 | 91.75 | 92.31 | 91.6 |
| 16 | 92.03 | 92.36 | 92.6 | 91.03 | 91.75 | 91.13 | 92.22 | 91.75 | 92.36 | 91.6 |
| 17 | 92.03 | 92.46 | 92.6 | 91.08 | 91.98 | 91.13 | 92.22 | 91.75 | 92.36 | 91.6 |
| 18 | 92.13 | 92.46 | 92.6 | 91.08 | 91.98 | 91.13 | 92.22 | 91.75 | 92.41 | 91.7 |
| 19 | 92.13 | 92.46 | 92.6 | 91.08 | 91.98 | 91.13 | 92.22 | 91.75 | 92.5 | 91.7 |
| 20 | 92.17 | 92.46 | 92.6 | 91.22 | 91.98 | 91.13 | 92.22 | 91.79 | 92.5 | 91.89 |
| 21 | 92.17 | 92.46 | 92.6 | 91.37 | 92.03 | 91.13 | 92.22 | 91.98 | 92.5 | 91.89 |
| 22 | 92.17 | 92.46 | 92.6 | 91.37 | 92.03 | 91.13 | 92.22 | 91.98 | 92.5 | 91.89 |
| 23 | 92.17 | 92.46 | 92.6 | 91.37 | 92.13 | 91.13 | 92.31 | 92.13 | 92.5 | 91.89 |
| 24 | 92.17 | 92.5 | 92.6 | 91.51 | 92.13 | 91.13 | 92.31 | 92.13 | 92.5 | 91.89 |
| 25 | 92.27 | 92.5 | 92.6 | 91.51 | 92.13 | 91.13 | 92.36 | 92.13 | 92.5 | 91.89 |
|
|