Permutation feature importance of hypertension classification
| Random forest | Gradient boosting model |
|---|---|
| Age (0.059) | Age (0.085) |
| Cholesterol (0.007) | Cholesterol (0.011) |
| Fraternal hypertension (0.006) | Education level (0.007) |
| Education level (0.004) | Fraternal hypertension (0.006) |
| Urine acid (0.003) | Urine protein (0.004) |
| Height (0.003) | Urine natrium (0.004) |
| Creatinine (0.003) | Height (0.004) |
| Maternal hypertension (0.002) | Creatine (0.003) |
| Glucose (0.002) | Red blood cell count (0.003) |
| Urine specific gravity (0.001) | White blood cell count (0.003) |