A Novel Approach for Feature Selection and Classification of Diabetes Mellitus: Machine Learning Methods

Table 2

Description of PIMA Indian diabetes dataset.

S. No	Attributes	Mean	Standard deviation	Min/max value
1	No. of times pregnant	3.8	3.4	1/17
2	Plasma glucose concentration	120.9	32	56/197
3	Diastolic blood Pressure	69.1	19.4	24/110
4	Triceps skin fold thickness (mm)	20.5	16	7/52
5	2-Hour serum insulin	79.8	115.2	15/846
6	Body mass index (kg/m^2)	32	7.9	18.2/57.3
7	Diabetes pedigree function	0.5	0.3	0.0850/2.32
8	Age	33.2	11.8	21/81
9	Class		Tested positive:	Diabetic
			Tested negative:	Nondiabetic