| multimodal-sleep-stage-detection-on-sleep-edf-sc | CatBoost | #1 | Accuracy: 86.4%Macro-F1: 0.802Cohen's kappa: 0.812 |
| multimodal-sleep-stage-detection-on-sleep-edf-sc | Linear model | #2 | Accuracy: 85.7%Macro-F1: 0.809Cohen's kappa: 0.806 |
| multimodal-sleep-stage-detection-on-sleep-edf-st | CatBoost | #1 | Accuracy: 83.6%Macro-F1: 0.795Cohen's kappa: 0.765 |
| multimodal-sleep-stage-detection-on-sleep-edf-st | Linear model | #2 | Accuracy: 82.9%Macro-F1: 0.792Cohen's kappa: 0.759 |
| sleep-stage-detection-on-mass-ss3 | CatBoost | #3 | Accuracy: 86.7%Cohen's kappa: 0.803Macro-F1: 0.817 |
| sleep-stage-detection-on-sleep-edf | CatBoost | #2 | Accuracy: 86.6%Cohen's kappa: 0.816Macro-F1: 0.810 |
| sleep-stage-detection-on-sleep-edf | Linear model | #4 | Accuracy: 86.3%Cohen's kappa: 0.813Macro-F1: 0.805 |