A Decisive Metaheuristic Attribute Selector Enabled Combined Unsupervised-Supervised Model for Chronic Disease Risk Assessment

Table 2

Diabetes dataset details [1].

Name of attribute	at-description	Domain range
Preg	Pregnancy count	0–15
Plas	Plasma glucose concentration	0–199
Pres	Diastolic blood pressure	0–122 (mm Hg)
Skin	Triceps’ skin (mm) thickness	0–99 (mm)
Insu	Serum insulin (2-hour)	0–846 (mu U/ml)
Mass	Body mass index	0–67.1 (kg/m2)
Pedi	Diabetes pedigree function	0.08–2.42
Age	Person’s age	21–81 years
Class	Label of person	0 = absence; 1 = presence