Efficient Automated Disease Diagnosis Using Machine Learning Models

Table 6

Features in diabetes dataset.

Features	Description
Pregnancies	Number of times pregnant
Glucose	Plasma glucose concentration 2 hours in an oral glucose tolerance test
Blood pressure	Diastolic blood pressure (mm Hg)
Skin thickness	Triceps skin fold thickness (mm)
Insulin	2-hour serum insulin (mu U/ml)
BMI	Body mass index (weight in kg/(height in m)^2)
Diabetes pedigree function	Diabetes pedigree function
Age	Age (years)
Outcome	Class variable (0 or 1)