| 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 | 0.842 | 0.861 | 0.857 | 0.853 | 0.848 | 0.78 | 0.76 | 0.83 |
Cohen’s kappa (κ) | 0.742 | 0.777 | 0.769 | 0.761 | 0.752 | 0.66 | 0.64 | 0.74 |
Weighted F1 score | 0.8420 | 0.8613 | 0.8572 | 0.8528 | 0.8479 | – | – | – |