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| Infection type | Sensitivity (%) | Specificity (%) | PPV (%) | NPV (%) | Accuracy (%) |
|---|---|---|---|---|---|
| Aspergillus | 92 | 98 | 93 | 98 | 97 |
| Chlamydia | 95 | 99 | 97 | 99 | 98 |
| Mycoplasma | 98 | 98 | 87 | 100 | 97 |
| VF | 88 | 99 | 97 | 98 | 98 |
Naive Bayes was used to simultaneously classify the 108 patients into their respective groups using hold-out (70% train, 30% test, 20 iterations) cross-validation to estimate error.
