Table 4 Top 10 patterns with the highest average contribution rates (AVG-CR) to mortality
From: An interpretable risk prediction model for healthcare with pattern attention
EVENT 1 | EVENT 2 | AVG-CR (%) |
|---|---|---|
Very low respiratory rate | Very high temperature | 10.1 |
Very low respiratory rate | High SysBP | 9.5 |
High temperature | High SysBP | 8.7 |
Very low temperature | Very low MeanBP | 8.3 |
Low temperature | High MeanBP | 6.8 |
Very high SysBP | Low SPO2 | 6.5 |
Very high SysBP | Very low DiasBP | 5.9 |
Very high respiratory rate | Very high heart rate | 5.3 |
High DiasBP | Very high MeanBP | 5.2 |
Very high SysBP | High heart rate | 5.0 |