Table 3 Model performances for given time windows, using all HRV features. The best results in boldface
Window length (min) | Non-overlapping windows | Overlapping windows | |||||||
|---|---|---|---|---|---|---|---|---|---|
1 | 2 | 3 | 4 | 5 | 2 | 3 | 4 | 5 | |
Accuracy | 80,70% | 86,03% | 85,10% | 86,67% | 85,94% | 89,82% | 92,94% | 94,68% | 96,00% |
Sensitivity | 80,51% | 84,62% | 79,60% | 83,89% | 86,25% | 89,67% | 90,88% | 93,06% | 95,69% |
Specificity | 80,89% | 87,44% | 90,38% | 89,44% | 85,63% | 90,00% | 95,00% | 96,29% | 96,31% |
F1 score | 80,22% | 85,82% | 83,30% | 86,31% | 86,03% | 89,91% | 92,74% | 94,58% | 95,99% |