Table 3.
Description of the dataset attributes.
| Sr. No. | Parameters of Dataset | Description of Parameters | Normal Range |
|---|---|---|---|
| 1 | Number of pregnancies | Number of times the person gets pregnant | 0–17 |
| 2 | Plasma glucose concentration | Represents the concentration of glucose in a person’s body. | 0–199 |
| 3 | Diastolic blood pressure | Represents the diastolic blood pressure in (mm Hg) | 0–122 |
| 4 | Triceps skinfold thickness | Represents triceps skinfold thickness in (mm) | 0–99 |
| 5 | Serum insulin | Represent 2 h serum insulin in (µU/mL) | 0–846 |
| 6 | Body mass index | It is a value derived from the weight and height of a person (weight in kg/(height in m)2). | 0–67.1 |
| 7 | Diabetes pedigree function | It represents the history of diabetes associated with a particular person. | 0.0078–2.42 |
| 8 | Age | Age of the person in years | 21–81 |
| 9 | Class variable | It represented two classes: diabetic and non-diabetic | Yes/No |