Research Article
Using Black Hole Algorithm to Improve EEG-Based Emotion Recognition
Table 15
Dataset of experimental results. Twenty-five first iterations of the ten third runs.
| Iterations | Runs | #21 | #22 | #23 | #24 | #25 | #26 | #27 | #28 | #29 | #30 |
| 1 | 85.34 | 87.81 | 89.33 | 88.14 | 87.95 | 87.76 | 88.85 | 88.66 | 86.2 | 86.39 |
| 2 | 86.67 | 88.95 | 89.33 | 88.14 | 87.95 | 87.76 | 89.61 | 88.66 | 87.81 | 88.33 |
| 3 | 88.14 | 88.95 | 89.71 | 88.61 | 87.95 | 89.66 | 90.28 | 88.66 | 88.8 | 88.61 |
| 4 | 88.47 | 88.95 | 90.51 | 90.04 | 88.33 | 89.66 | 90.28 | 88.8 | 88.85 | 88.66 |
| 5 | 88.61 | 88.95 | 91.94 | 90.04 | 88.52 | 89.66 | 92.13 | 88.85 | 89.28 | 88.8 |
| 6 | 88.66 | 88.95 | 91.98 | 90.04 | 88.61 | 90.32 | 92.13 | 88.9 | 89.37 | 88.99 |
| 7 | 88.66 | 89.04 | 92.03 | 90.56 | 89.47 | 90.32 | 92.27 | 89.47 | 90.23 | 88.99 |
| 8 | 88.66 | 89.33 | 92.17 | 91.18 | 89.75 | 90.56 | 92.27 | 89.47 | 90.84 | 88.99 |
| 9 | 89.47 | 89.66 | 92.17 | 91.89 | 90.04 | 91.46 | 92.31 | 89.75 | 91.13 | 89.09 |
| 10 | 89.47 | 90.04 | 92.17 | 91.89 | 91.03 | 91.46 | 92.31 | 90.32 | 91.13 | 89.23 |
| 11 | 89.61 | 91.6 | 92.17 | 92.13 | 91.08 | 91.46 | 92.31 | 90.42 | 91.7 | 89.56 |
| 12 | 90.89 | 91.6 | 92.17 | 92.17 | 91.13 | 91.46 | 92.31 | 90.89 | 91.84 | 90.09 |
| 13 | 90.89 | 91.84 | 92.17 | 92.31 | 91.32 | 91.6 | 92.31 | 91.79 | 91.84 | 90.09 |
| 14 | 90.89 | 92.08 | 92.22 | 92.31 | 91.32 | 91.6 | 92.31 | 91.98 | 91.84 | 90.09 |
| 15 | 90.99 | 92.08 | 92.22 | 92.36 | 91.37 | 91.79 | 92.31 | 91.98 | 91.89 | 90.09 |
| 16 | 90.99 | 92.08 | 92.22 | 92.36 | 91.46 | 91.98 | 92.36 | 92.17 | 91.94 | 90.32 |
| 17 | 91.13 | 92.27 | 92.22 | 92.36 | 91.46 | 91.98 | 92.36 | 92.17 | 91.94 | 90.8 |
| 18 | 91.13 | 92.27 | 92.22 | 92.36 | 91.46 | 92.27 | 92.41 | 92.17 | 91.94 | 91.03 |
| 19 | 91.13 | 92.46 | 92.22 | 92.36 | 91.46 | 92.27 | 92.5 | 92.22 | 91.94 | 91.08 |
| 20 | 91.13 | 92.46 | 92.22 | 92.36 | 91.56 | 92.27 | 92.5 | 92.27 | 91.94 | 91.08 |
| 21 | 91.13 | 92.5 | 92.22 | 92.36 | 92.03 | 92.27 | 92.5 | 92.27 | 91.94 | 91.08 |
| 22 | 91.13 | 92.55 | 92.22 | 92.36 | 92.03 | 92.27 | 92.5 | 92.31 | 91.94 | 91.13 |
| 23 | 91.13 | 92.6 | 92.22 | 92.41 | 92.08 | 92.27 | 92.5 | 92.31 | 91.94 | 91.27 |
| 24 | 91.13 | 92.79 | 92.27 | 92.46 | 92.08 | 92.27 | 92.5 | 92.31 | 91.94 | 91.41 |
| 25 | 91.13 | 92.79 | 92.27 | 92.46 | 92.17 | 92.27 | 92.5 | 92.36 | 91.94 | 91.41 |
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