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Table 1 The top five best performing clinical features for diabetic nephropathy classification.

From: An interpretable rule-based diagnostic classification of diabetic nephropathy among type 2 diabetes patients

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%