Table 3 Selected features by the proposed method [19]
Feature name | Feature description | Selective feature |
|---|---|---|
Pregnancies | Number of times pregnant | – |
Glucose | Plasma glucose concentration a 2 h in an oral glucose tolerance test (mg/dl) | ✓ |
BloodPressure | Diastolic blood pressure (mm Hg) | – |
SkinThickness | Triceps skin fold thickness (mm) | ✓ |
Insulin | 2h serum insulin (mu U.ml) | – |
BMI | Body mass index (weight in kg/(height in m)^2) | ✓ |
DiabetesPedigreeFunction | Diabetes pedigree function | – |
Age | Age (years) | – |