Table 1.
NIDDK feature rank
| Feature | Rank | Relative Feature Importance |
|---|---|---|
| HbA1c | 1 | 100% |
| AST (units/L) | 2 | 86% |
| ALT (units/L) | 3 | 75% |
| Total protein (g/dl) | 4 | 71% |
| AST/ALT | 5 | 69% |
| BMI (kg/m2) | 6 | 66% |
| Triglycerides (mg/dl) | 7 | 64% |
| Height (cm) | 8 | 61% |
| Platelets (cell/μl) | 9 | 58% |
| WBC (1000 cells/μl) | 10 | 55% |
| Hematocrit (%) | 11 | 49% |
| Albumin (g/dl) | 12 | 42% |
| Hypertension | 13 | 16% |
| Gender | 14 | 12% |
Abbreviations: Hemoglobin A1C (HbA1c), alanine transaminase (ALT), aspartate transaminase (AST), white blood cell count (WBC), body mass index (BMI).