Research Article
Using Black Hole Algorithm to Improve EEG-Based Emotion Recognition
Table 8
Dataset of experimental results. Twenty-five second iterations of the ten first runs.
| Iterations | Runs | #1 | #2 | #3 | #4 | #5 | #6 | #7 | #8 | #9 | #10 |
| 26 | 92.27 | 92.5 | 92.6 | 91.51 | 92.31 | 91.13 | 92.41 | 92.13 | 92.5 | 91.89 |
| 27 | 92.27 | 92.5 | 92.6 | 91.51 | 92.31 | 91.13 | 92.46 | 92.13 | 92.5 | 91.89 |
| 28 | 92.27 | 92.5 | 92.6 | 91.51 | 92.31 | 91.18 | 92.55 | 92.13 | 92.5 | 91.89 |
| 29 | 92.27 | 92.5 | 92.6 | 91.56 | 92.46 | 91.18 | 92.55 | 92.13 | 92.5 | 91.89 |
| 30 | 92.27 | 92.5 | 92.6 | 91.56 | 92.46 | 91.18 | 92.65 | 92.13 | 92.5 | 91.94 |
| 31 | 92.27 | 92.5 | 92.6 | 91.56 | 92.46 | 91.27 | 92.65 | 92.17 | 92.5 | 91.94 |
| 32 | 92.27 | 92.5 | 92.6 | 91.56 | 92.5 | 91.27 | 92.65 | 92.22 | 92.5 | 91.98 |
| 33 | 92.27 | 92.5 | 92.6 | 91.56 | 92.5 | 91.27 | 92.65 | 92.27 | 92.5 | 91.98 |
| 34 | 92.27 | 92.5 | 92.6 | 91.56 | 92.65 | 91.27 | 92.69 | 92.41 | 92.5 | 92.03 |
| 35 | 92.27 | 92.5 | 92.6 | 91.56 | 92.79 | 91.32 | 92.69 | 92.41 | 92.5 | 92.13 |
| 36 | 92.27 | 92.5 | 92.6 | 91.56 | 92.88 | 91.32 | 92.69 | 92.41 | 92.5 | 92.17 |
| 37 | 92.27 | 92.5 | 92.6 | 91.56 | 92.88 | 91.6 | 92.69 | 92.41 | 92.5 | 92.17 |
| 38 | 92.27 | 92.5 | 92.6 | 91.56 | 92.88 | 91.6 | 92.69 | 92.41 | 92.5 | 92.17 |
| 39 | 92.27 | 92.5 | 92.6 | 91.56 | 92.98 | 91.6 | 92.69 | 92.41 | 92.5 | 92.17 |
| 40 | 92.27 | 92.5 | 92.6 | 91.56 | 92.98 | 91.6 | 92.69 | 92.41 | 92.5 | 92.27 |
| 41 | 92.27 | 92.5 | 92.6 | 91.56 | 92.98 | 91.6 | 92.69 | 92.41 | 92.5 | 92.36 |
| 42 | 92.27 | 92.5 | 92.6 | 91.56 | 92.98 | 91.65 | 92.69 | 92.41 | 92.5 | 92.5 |
| 43 | 92.27 | 92.5 | 92.6 | 91.56 | 92.98 | 91.65 | 92.69 | 92.41 | 92.5 | 92.5 |
| 44 | 92.27 | 92.5 | 92.6 | 91.56 | 92.98 | 91.65 | 92.69 | 92.41 | 92.5 | 92.5 |
| 45 | 92.27 | 92.5 | 92.6 | 91.7 | 92.98 | 91.65 | 92.69 | 92.41 | 92.5 | 92.5 |
| 46 | 92.27 | 92.5 | 92.6 | 91.89 | 92.98 | 91.84 | 92.69 | 92.41 | 92.5 | 92.5 |
| 47 | 92.27 | 92.5 | 92.6 | 91.89 | 92.98 | 91.84 | 92.69 | 92.41 | 92.5 | 92.5 |
| 48 | 92.27 | 92.5 | 92.6 | 91.89 | 92.98 | 91.84 | 92.69 | 92.41 | 92.5 | 92.5 |
| 49 | 92.27 | 92.5 | 92.6 | 91.89 | 92.98 | 91.84 | 92.69 | 92.41 | 92.5 | 92.5 |
| 50 | 92.31 | 92.5 | 92.6 | 91.94 | 92.98 | 91.84 | 92.69 | 92.41 | 92.5 | 92.55 |
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