Table 2 The overview of the PID dataset.

From: Robust diabetic prediction using ensemble machine learning models with synthetic minority over-sampling technique

Features

Description

Range

Pregnant

Number of pregnancies

0–17

Glucose

Results of the oral glucose tolerance test expressed in milligrams.

0 -199

Diastolic Blood Pressure

Diastolic BP expressed in (mmHg).

0–122

Skin thickness

The thickness of the triceps skinfold in millimeters.

0–99

Insulin level

Insulin level in the blood of a patient.

0–846

Body Mass Index

Weight of the patient(kg)/ height of the patient (m2)

0–67.1

Patient age

Age of the patient(years)

21–81

Diabetes pedigree

Diabetes is defined based on the heredity factor.

0.078–2.42