表 1. Classification accuracy under four types of features.
四种特征下的分类准确率
| 特征 | 分类准确率 | |||
| 清醒 | 疲劳 | 嗜睡 | 均值 | |
| DE线性动力系统平滑 | 91.99% | 89.43% | 98.23% | 91.66% |
| DE滑动平均 | 84.75% | 85.42% | 83.64% | 88.83% |
| PSD线性动力系统平滑 | 92.78% | 85.71% | 97.89% | 90.14% |
| PSD滑动平均 | 85.97% | 82.10% | 85.71% | 88.20 % |
四种特征下的分类准确率
| 特征 | 分类准确率 | |||
| 清醒 | 疲劳 | 嗜睡 | 均值 | |
| DE线性动力系统平滑 | 91.99% | 89.43% | 98.23% | 91.66% |
| DE滑动平均 | 84.75% | 85.42% | 83.64% | 88.83% |
| PSD线性动力系统平滑 | 92.78% | 85.71% | 97.89% | 90.14% |
| PSD滑动平均 | 85.97% | 82.10% | 85.71% | 88.20 % |