Table 6 Performance of gender-based decision tree classification of diabetic nephropathy in the training dataset.
Group | Feature | SN(%) | SP(%) | ACC(%) |
|---|---|---|---|---|
1. Female, BMI < 24 | Serum triglyceride Fasting plasma glucose IGF2BP2 | 81.82 | 100 | 93.10 |
2. Female, BMI > 24 | HDL LDL ENPP1 PCSK1 | 76.27 | 72.88 | 74.58 |
3. Male, history<11(years) | Serum triglyceride LDL UCP2 FTO | 73.68 | 74.47 | 74.24 |
4. Male, 11<history<17(years) | Serum triglyceride Fasting plasma glucose ADIPOQ | 97.72 | 69.23 | 87.14 |
5. Male, history>17(years) | Urinary albumin | 96.88 | 100 | 97.06 |