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Table 2 Features related to the diabetes database [18]

From: Improve data classification performance in diagnosing diabetes using the Binary Exchange Market Algorithm

Feature description

Number of times pregnant

Number of times pregnant

[0–17]

Plasma glucose concentration a 2 h in an oral glucose tolerance test (mg/dl)

[0–199]

Diastolic blood pressure (mm Hg)

[0–122]

Triceps skin fold thickness (mm)

[0–99]

2-h serum insulin (mu U ml)

[0–864]

Body mass index (weight in kg/(height in m)2)

[2.42–18.2]

Diabetes pedigree function

[0.078–1]

Age (years)

[21–72]

Class

[1–2]