Appendix Table 2. Performance characteristics of 4 hypothetical methods across 10 hypothetical examples*.
Hypothetical methods |
Scenario-based approach | Event-based approach | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
TP | FP | FN | TN | Overall sensitivity |
Overall specificity |
a | b | c | d | Event- based sensitivity |
Event- based specificity |
EBP* | EBP** | |
1 | 2 | 2 | 2 | 2 | 0.500 | 0.500 | 20 | 20 | 100 | 100 | 0.167 | 0.833 | 0.700 | 0.767 |
2 | 2 | 2 | 2 | 2 | 0.500 | 0.500 | 20 | 10 | 100 | 110 | 0.167 | 0.917 | 0.767 | 0.842 |
3 | 3 | 2 | 1 | 2 | 0.750 | 0.500 | 65 | 20 | 55 | 100 | 0.542 | 0.833 | 0.775 | 0.804 |
4 | 3 | 1 | 1 | 3 | 0.750 | 0.750 | 65 | 5 | 55 | 115 | 0.542 | 0.958 | 0.875 | 0.917 |
FN, false negatives; FP, false positives; TN, false negatives; TP, true positives
With wi = 0.20
With wi = 0.10