Table 5 Performance of the final model when S. aureus and S. pneumoniae are merged into one group.

From: Discovery and predictive modeling of urine microbiome, metabolite and cytokine biomarkers in hospitalized patients with community acquired pneumonia

 

Predicted

Accuracy (%)

Healthy volunteers

Influenza

Bacteria

Actual

Healthy volunteers

8

0

2

80.0

Influenza

0

9

1

90.0

Bacteria

0

0

20

100.0

Predictive value (%)

100.0

100.0

87.0

Overall = 92.5

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