Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
The top five best performing clinical features for diabetic nephropathy classification.
| Feature | Decision tree | Random forest | SVM | Naïve Bayes |
|---|---|---|---|---|
| Urinary albumin | 96.23% | 95.36% | 95.49% | 95.13% |
| BUN | 85.51% | 82.90% | 82.61% | 79.57% |
| BC | 83.19% | 80% | 84.72% | 81.30% |
| Serum triglyceride | 60.87% | 56.53% | 57.89% | 59.57% |
| HDL | 63.91% | 62.32% | 59.13% | 55.22% |
