Feature Selection Method Based on Artificial Bee Colony Algorithm and Support Vector Machines for Medical Datasets Classification

Table 4

Features and parameters of the diabetes dataset.

Features	Mean	Standard deviation	Min	Max
Number of times pregnant	3.8	3.4	0	17
Plasma glucose concentration, 2 h in an oral glucose tolerance test	120.9	32.0	0	199
Diastolic blood pressure (mm Hg)	69.1	19.4	0	122
Triceps skinfold thickness (mm)	20.5	16.0	0	99
2-hour serum insulin (mu U/mL)	79.8	115.2	0	846
Body mass index (kg/m^2)	32.0	7.9	0	67.1
Diabetes pedigree function	0.5	0.3	0.078	2.42
Age (years)	33.2	11.8	21	81