模型 | 睡眠阶段准确度 | 整体准确度 | kappa系数 | ||||
N3 | N2 | N1 | REM | W | |||
LSTM | 74% | 84% | 39% | 68% | 83% | 73.2% | 0.64 |
CNN | 59% | 82% | 40% | 38% | 80% | 68.0% | 0.56 |
RNN | 60% | 80% | 10% | 15% | 80% | 61.8% | 0.49 |