A Proposed Technique Using Machine Learning for the Prediction of Diabetes Disease through a Mobile App

Table 1

The features of both Pima Indians and private datasets.

Features	Pima Indians dataset			Private dataset
	Max	Min	Average	Max	Min	Average
Pregnancies	17	0	3.85	8	0	1.45
Glucose (mg/dl)	199	44	120.89	205	35	110.15
Blood pressure	122	40	69.11	165	55	69.11
SkinThickness	99	10	20.54	89	11	18.56
Insulin (μU/ml)	846	15	79.81	540	20	89.86
Body mass index (BMI)	67.1	19.1	31.99	77.3	44.5	40.45
Diabetes pedigree function	2.42	0.08	0.47	3.45	1.05	0.92
Age (year)	81	21	33.24	77	15	25.41