| AUC | area under the curve |
| COSY | correlation spectroscopy |
| HMDB | Human Metabolome Database |
| HSQC | heteronuclear single quantum correlation |
| NMR | nuclear magnetic resonance |
| OPLS-DA | orthogonal partial least square–discriminant analysis |
| Par | Pareto |
| PCA | principal component analysis |
| PLS-DA | partial least square–discriminant analysis |
| RF | random forest |
| ROC | receiver operating characteristic |
| SVM | support vector machine |
| UV | unit variance |