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