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Summary of various tests conducted to evaluate the model.
| Model Evaluation Test Statistic | Result | 95% CI |
|---|---|---|
| Overall Disease Prevalence | 25.96% | 24.09% - 27.91% |
|
| ||
| Sensitivity | 77.37% | 73.60% - 80.83% |
|
| ||
| Specificity | 75.67% | 73.44% – 77.79% |
|
| ||
| Positive Predictive Value | 52.72% | 50.24% - 55.18% |
|
| ||
| Negative Predictive Value | 90.51% | 89.05% - 91.78% |
|
| ||
| Positive Likelihood Ratio | 3.18 | 2.88 – 3.51 |
|
| ||
| Negative Likelihood Ratio | 0.30 | 0.26 – 0.35 |
|
| ||
| Model Accuracy | 76.11% | 74.21% – 77.93% |
