表 4. Sensitivity analysis of ACC results with respect to the number of video clips and group samples.
视频剪辑数量和组样本数量的ACC结果敏感性分析
| DEAP-四分类 | SEED-三分类 | |||||||
| 视频剪辑数量/个 | 组样本数量/个 | 预训练 | 微调 | 视频剪辑数量/个 | 组样本数量/个 | 预训练 | 微调 | |
| 16 | 1 | 68.21% | 91.66% | 8 | 1 | 75.86% | 93.08% | |
| 8 | 1 | 84.27% | 92.07% | 16 | 1 | 62.41% | 93.73% | |
| 8 | 2 | 90.28% | 92.78% | 16 | 2 | 81.72% | 95.25% | |
| 8 | 3 | 88.89% | 91.05% | 16 | 4 | 85.11% | 92.66% | |
| 8 | 4 | 91.37% | 90.70% | 32 | 4 | 76.10% | 92.78% | |
| 4 | 4 | 93.61% | 87.38% | 32 | 6 | 78.80% | 90.97% | |