TABLE 4.
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.