Averaged clustering results derived by bootstrapping for the classification of breath samples by the presence of airway pathogens
| Mean observed consistency (SE) | |||
|---|---|---|---|
| Time point (n) | Cluster predicted | ||
| Cluster known | −ve | +ve | |
| T1 (46) | −ve | 97.80% (2.53%) | 2.20% |
| +ve | 2.13% | 97.87% (2.68%) | |
| p Value | <0.001 | ||
| T2 (26) | −ve | 98.14% (3.11%) | 1.86% |
| +ve | 3.09% | 96.91% (3.03%) | |
| p Value | <0.001 | ||
| T3 (17) | −ve | 95.45% (6.89%) | 4.55% |
| +ve | 8.32% | 91.68% (7.03%) | |
| p Value | <0.001 | ||
| T4 (10) | −ve | 86.67% (9.93%) | 13.33% |
| +ve | 4.86% | 95.14% (9.88%) | |
| p Value | 0.045 | ||
| T5 (8) | −ve | 88.45% (12.33%) | 11.55% |
| +ve | 28.57% | 71.43% (13.35%) | |
| p Value | 0.051 | ||