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Table 3 The top five best performing genetic features for diabetic nephropathy classification.

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

Feature/Classifier Decision tree Random forest SVM Naïve Bayes
FTO 57.39% 51.01% 47.83% 56.52%
ENPP1 55.22% 53.91% 49.13% 55.22%
ADIPOQ 53.48% 53.04% 55.22% 53.48%
GHSR (rs9819506) 53.48% 53.04% 47.83% 53.48%
GHSR (rs490683) 53.91% 53.04% 47.52% 52.17%
  1. The GHSR gene is represented by two SNP IDs.