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Classifier scores on the QBB metabolomics dataset
| Classifier | Accuracy (%) | Precision (%) | Recall (%) | F1-score (%) | AU-ROC (%) |
|---|---|---|---|---|---|
| LR | 77.01 | 78.40 | 74.55 | 76.43 | 82.85 |
| RF | 75.45 | 75.68 | 75.00 | 75.34 | 83.20 |
| NB | 68.30 | 74.40 | 55.80 | 63.78 | 74.41 |
| SVM | 74.78 | 75.34 | 73.66 | 74.49 | 81.50 |
| k-NN | 69.42 | 71.01 | 65.63 | 68.21 | 75.51 |
| LGBM | 78.13 | 78.13 | 78.13 | 78.13 | 83.88 |
