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Modeling and classification results with 100 × 4 bootstrapped Latin partitions.
| Modeling (α= 0.05) | Classification | ||||
|---|---|---|---|---|---|
| Data set | Number | FOAM | SIMCA | FuRES | PLS-DA |
| MS sensitivity | 324 | 96.7 ± 0.2% | 91.1 ± 0.2% | 98.2 ± 0.3% | 95.4 ± 0.3% |
| MS specificity | 70 | 86.7 ± 0.1 % | 85.7 ± 0.1 % | 59.4 ± 0.8% | 63.4 ± 0.3% |
| NMR sensitivity | 65 | 91.0 ± 0.3% | 77.7 ± 0.3% | 96.2 ± 0.3% | 98.4 ± 0.1 % |
| NMR specificity | 14 | 78.5 ± 0.6% | 85.7 ± 0.1 % | 68.6 ± 0.3% | 66.7 ± 0.4% |
