Table 1.

Description of the attributes available in the Pima Indian Diabetes dataset.

Attribute	Attribute Type	Attribute Description
Pregnancies	Numeric	Number of times pregnant
Glucose	Numeric	Plasma glucose concentration (mmol/L) a 2 h in an oral glucose tolerance test
Blood Pressure	Numeric	Diastolic blood pressure (mm Hg)
Skin Thickness	Numeric	Triceps skin fold thickness (mm)
Insulin	Numeric	2 h serum insulin (mu U/mL): Insulin-resistant (IR) cells lead to prediabetes and type-2 diabetes. “2 h post glucose insulin level” is a cost-effective, convenient, and efficient indicator to diagnose IR [29,30]
BMI	Numeric	Body mass index weight in kg/(height in m)
Diabetes PF	Numeric	Diabetes pedigree function: indicates the function which measures the chance of diabetes based on family history.
Age	Numeric	Age (years)