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Table 6 Performance of gender-based decision tree classification of diabetic nephropathy in the training dataset.

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

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