Table 1 Sleep posture recognition precision with different Sleep posture feature data.
From: A dual fusion recognition model for sleep posture based on air mattress pressure detection
Validation Scheme | tenfold | LOOCV | ||
|---|---|---|---|---|
Posture | Supine | Lateral | Supine | Lateral |
Raw data | 0.889 | 0.884 | 0.813 | 0.806 |
Salient feature subset | 0.910 | 0.906 | 0.867 | 0.854 |
SBWH feature subset | 0.965 | 0.954 | 0.916 | 0.905 |
LMR feature subset | 0.946 | 0.968 | 0.901 | 0.915 |
SE feature set | 0.996 | 0.998 | 0.991 | 0.989 |
