Research Article
Using Black Hole Algorithm to Improve EEG-Based Emotion Recognition
Table 11
Dataset of experimental results. Twenty-five first iterations of the ten second runs.
| Iterations | Runs | #11 | #12 | #13 | #14 | #15 | #16 | #17 | #18 | #19 | #20 |
| 1 | 86.86 | 87 | 85.91 | 87.86 | 88.52 | 88.28 | 88.43 | 85.39 | 86.39 | 86.2 |
| 2 | 87.57 | 88.28 | 88.24 | 87.86 | 88.52 | 88.28 | 88.52 | 86.48 | 87.9 | 86.2 |
| 3 | 88.57 | 88.95 | 88.43 | 89.71 | 88.52 | 89.14 | 88.71 | 88.9 | 88.09 | 87.95 |
| 4 | 88.85 | 88.95 | 88.8 | 89.75 | 88.66 | 89.14 | 88.8 | 88.9 | 88.57 | 87.95 |
| 5 | 89.14 | 89.71 | 88.8 | 90.09 | 89.28 | 89.14 | 88.8 | 88.9 | 89.42 | 87.95 |
| 6 | 89.28 | 90.51 | 88.8 | 90.09 | 90.51 | 89.94 | 88.8 | 89.33 | 90.37 | 88.19 |
| 7 | 89.52 | 90.51 | 89.42 | 91.94 | 91.37 | 90.04 | 89.28 | 89.33 | 90.51 | 88.47 |
| 8 | 89.71 | 90.8 | 89.42 | 91.94 | 91.37 | 90.18 | 89.37 | 89.33 | 91.27 | 90.04 |
| 9 | 89.94 | 90.84 | 89.42 | 92.13 | 91.37 | 90.94 | 89.9 | 89.33 | 91.27 | 90.56 |
| 10 | 90.37 | 91.08 | 89.52 | 92.46 | 91.79 | 91.84 | 89.9 | 89.42 | 91.27 | 90.89 |
| 11 | 90.56 | 91.18 | 89.52 | 92.46 | 91.79 | 91.84 | 90.04 | 89.52 | 91.75 | 90.89 |
| 12 | 91.27 | 91.51 | 89.56 | 92.55 | 91.79 | 91.84 | 91.22 | 89.52 | 91.84 | 90.89 |
| 13 | 91.27 | 91.56 | 89.56 | 92.55 | 91.79 | 91.89 | 91.22 | 89.66 | 91.94 | 90.89 |
| 14 | 91.27 | 91.7 | 90.56 | 92.55 | 91.84 | 91.89 | 91.7 | 90.09 | 92.13 | 90.89 |
| 15 | 91.37 | 91.75 | 91.13 | 92.55 | 91.84 | 91.89 | 91.7 | 90.09 | 92.13 | 90.99 |
| 16 | 91.51 | 91.75 | 91.13 | 92.55 | 91.84 | 91.89 | 91.7 | 90.42 | 92.13 | 90.99 |
| 17 | 91.6 | 91.79 | 91.18 | 92.55 | 91.84 | 91.89 | 91.79 | 90.42 | 92.13 | 90.99 |
| 18 | 91.6 | 91.79 | 91.18 | 92.55 | 91.89 | 91.89 | 91.79 | 90.42 | 92.13 | 90.99 |
| 19 | 91.7 | 91.79 | 91.37 | 92.55 | 92.08 | 91.94 | 91.79 | 90.65 | 92.13 | 90.99 |
| 20 | 91.7 | 91.79 | 91.37 | 92.6 | 92.08 | 91.94 | 91.79 | 90.8 | 92.17 | 90.99 |
| 21 | 91.75 | 91.79 | 91.6 | 92.6 | 92.08 | 91.94 | 91.89 | 91.03 | 92.17 | 90.99 |
| 22 | 91.79 | 91.84 | 91.6 | 92.6 | 92.08 | 91.94 | 91.94 | 91.56 | 92.17 | 91.03 |
| 23 | 91.79 | 91.84 | 91.65 | 92.6 | 92.22 | 91.94 | 91.94 | 91.56 | 92.17 | 91.27 |
| 24 | 91.79 | 91.94 | 91.65 | 92.6 | 92.22 | 91.94 | 91.94 | 91.6 | 92.17 | 91.41 |
| 25 | 91.79 | 91.94 | 91.65 | 92.6 | 92.22 | 91.94 | 91.94 | 91.6 | 92.17 | 91.41 |
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