Table 2 Pima Indian diabetic patient data.

From: Efficient diagnosis of diabetes mellitus using an improved ensemble method

Attribute

Description

Type

Pregnant

Pregnancy frequency

Real

Plasma

Plasma glucose levels during an oral glucose tolerance test

Real

Diastolic

Blood pressure diastolic (mm/Hg)

Real

Triceps

Triceps skinfold measurement (mm)

Real

Serum Insulin

Serum insulin after two hours (µU/ml)

Real

BMI

Body Mass Index, or BMI (kg/m2)

Real

Pedigree Fun

Pedigree function for diabetes

Real

Age(years)

Age of patient

Real

Diabetes

Status (0-Healthy, 1-Diabetes)

Discrete