Table 2.
Detailed Results for the Data from Subject 1 for Different Prediction Horizons
| PH | NH | TP | FP | FN | DT | SSGPE | RMSE |
|---|---|---|---|---|---|---|---|
| 1 | 5 | 2 | 0 | 3 | 10 | 0.349 | 0.713 |
| 2 | 5 | 4 | 0 | 1 | 12.5 | 0.974 | 1.987 |
| 3 | 5 | 5 | 0 | 0 | 17 | 1.877 | 3.829 |
| 4 | 5 | 5 | 0 | 0 | 24 | 3.023 | 6.167 |
| 5 | 5 | 5 | 0 | 0 | 30 | 4.412 | 9.004 |
| 6 | 5 | 5 | 0 | 0 | 35 | 6.015 | 12.278 |
| 7 | 5 | 5 | 1 | 0 | 40 | 7.831 | 15.988 |
| 8 | 5 | 5 | 2 | 0 | 42 | 9.835 | 20.083 |
| 9 | 5 | 5 | 2 | 0 | 45 | 12.024 | 24.559 |
| 10 | 5 | 5 | 2 | 0 | 46 | 14.376 | 29.367 |
| 11 | 5 | 5 | 3 | 0 | 48 | 16.883 | 34.494 |
| 12 | 5 | 5 | 3 | 0 | 49 | 19.525 | 39.898 |
PH: Prediction horizon, NH: Number of hypoglycemic events, TP: Number of true positive alarms, FP: Number of false positive alarms, FN: Number of false negative alarms, DT: Average detection time (minutes).