Table 1.
Reported value | Avg. forecast horizon | Avg. false positive interval | ||
---|---|---|---|---|
Fixed parameter | Avg. false positive interval | Avg. forecast horizon | ||
Fixed parameter value | 12 h | 24 h | 2 min | 10 min |
TITARL + Fusion | 17 min 52 s | 10 min 58 s | 171 h | 28 h |
Random Forest | 11 min 25 s | 5 min 52 s | 75 h | 14 h |
SpO2 ↓ | 8 min 38 s | 2 min 50 s | 29 h | 11 h |
HR ↑ | 5 min 14 s | 3 min 46 s | 102 h | 5.2 h |
HR ↓ | 4 min 50 s | – | – | 3.7 h |
RR ↑ | 8 min 45 s | 5 min 10 s | 98 h | 9.3 h |
RR ↓ | 7 min 35 s | – | – | 10 h |
Random | 2 min 39 s | 1 min 9 s | 14 h | – |