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Table 7 Performance of gender-based decision tree classification of diabetic nephropathy in the testing 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
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