表 5. Emotion recognition results of the improved algorithm (%).
改进算法情感识别结果(%)
通道 | 1 | 2 | 3 | 4 | 5 | 6 | 7 |
C3 | 87.95 | 79.91 | 83.04 | 86.16 | 86.61 | 90.40 | 83.71 |
C4 | 79.91 | 83.93 | 77.23 | 82.14 | 77.23 | 89.96 | 93.08 |
F3 | 77.23 | 79.46 | 79.91 | 72.77 | 74.11 | 85.94 | 91.29 |
F4 | 84.38 | 86.16 | 86.38 | 83.04 | 87.05 | 84.38 | 86.61 |
F7 | 95.98 | 95.54 | 95.09 | 93.30 | 97.77 | 92.63 | 93.08 |
F8 | 78.57 | 83.48 | 84.38 | 77.68 | 82.60 | 89.06 | 94.42 |
FP1 | 85.27 | 80.80 | 79.91 | 83.93 | 81.70 | 87.05 | 83.26 |
FP2 | 88.84 | 85.71 | 88.84 | 90.18 | 85.71 | 81.70 | 81.47 |
T7 | 85.71 | 81.70 | 86.61 | 84.82 | 82.14 | 86.61 | 79.91 |
T8 | 82.59 | 85.71 | 86.61 | 82.60 | 85.71 | 92.19 | 89.29 |
P3 | 85.71 | 93.75 | 94.20 | 84.82 | 90.63 | 96.21 | 94.87 |
P4 | 74.55 | 87.05 | 78.57 | 80.80 | 76.79 | 85.04 | 90.18 |
O1 | 79.01 | 87.05 | 78.57 | 81.25 | 77.68 | 88.84 | 86.16 |
O2 | 78.13 | 84.38 | 84.40 | 81.70 | 78.57 | 88.84 | 90.18 |
均值 | 83.13 | 85.33 | 84.55 | 83.23 | 83.16 | 88.49 | 88.39 |