Table 7 Performance of gender-based decision tree classification of diabetic nephropathy in the testing dataset.
Group | Feature | SN(%) | SP(%) | ACC(%) |
|---|---|---|---|---|
1. Female, BMI < 24 | Serum triglyceride Fasting plasma glucose IGF2BP2 | 75 | 90.91 | 84.24 |
2. Female, BMI > 24 | HDL LDL ENPP1 PCSK1 | 69.23 | 73.08 | 71.79 |
3. Male, history<11(years) | Serum triglyceride LDL UCP2 FTO | 63.63 | 69.23 | 72.73 |
4. Male, 11<history<17(years) | Serum triglyceride Fasting plasma glucose ADIPOQ | 84.62 | 70 | 78.26 |
5. Male, history>17(years) | Urinary albumin | 100 | 100 | 100 |