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