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 |