Table 3.
Random Forest Importance of the highest ranked metabolites
| Metabolite | Random Forest Importance |
|---|---|
| Hypoxanthine | 12.52 |
| Pyroglutamic acid | 9.37 |
| NA 1027 (sterol phosphate) | 8.13 |
| NA 611 (Allantoin) | 7.80 |
| NA 718 (carboxylic acid) | 7.56 |
| NA 1033 (trisaccharide) | 6.28 |
| Aspartic acid | 5.34 |
| NA 1034 | 5.26 |
| Citric acid | 4.60 |
Metabolites belonging to the pattern identified using Random Forests and their Importance. Not yet identified metabolites are marked with NA, putative biochemical structures are given in round brackets.