| InsightSleepNet (without thresholding) | 0.80 Energy threshold | 0.85 Energy threshold | 0.90 Energy threshold | 0.95 Energy threshold | BM-FE [19] | BM-DTS [19] | Sleep PPG-Net [19] |
---|---|---|---|---|---|---|---|---|
Accuracy | 0.806 | 0.856 | 0.844 | 0.832 | 0.819 | 0.63 | 0.69 | 0.76 |
Cohen’s kappa (κ) | 0.718 | 0.793 | 0.777 | 0.758 | 0.738 | 0.47 | 0.53 | 0.67 |
Weighted F1 score | 0.8082 | 0.8574 | 0.8461 | 0.8337 | 0.8210 | – | – | – |