| Ranking | Feature | score |
| 1 | Bilirubin | 0.2623 |
| 7 | AFP | 0.2311 |
| 3 | AST | 0.1754 |
| 2 | ALT | 0.1359 |
| 6 | Albumin | 0.08 |
| 5 | Total.Protein.TP. | 0.0718 |
| 4 | ALP | 0.0434 |