Table 2.
The Diabetes dataset description along with some statistical operations.
| Feature Name | Feature Code | Description | Min-Max | Mean, (±) STD |
|---|---|---|---|---|
| Pregnancies | PG | Number of period pregnant | 0.000000–17.000000 | 3.703500, (±) 3.306063 |
| Glucose | GL | Plasma glucose concentrations | 0.000000–199.000000 | 121.182500, (±) 32.068636 |
| Blood Pressure | BP | Blood pressures (mm Hg) | 0.000000–122.000000 | 69.145500, (±)19.188315 |
| Skin Thickness | ST | Triceps skin fold thickness(mm) | 0.000000–110.000000 | 20.935000, (±) 16.103243 |
| Insulin | IS | Serum insulin concentration | 0.000000–744.000000 | 80.254000, (±)111.180534 |
| BMI | BMI | Blood mass index | 0.000000–80.600000 | 32.193000, (±) 8.149901 |
| Diabetes Pedigree Function | DPF | Diabetes pedigree function | 0.078000–2.420000 | 0.470930, (±) 0.323553 |
| Age | AGE | Age in years | 21.000000–81.000000 | 33.090500, (±)11.786423 |
| Outcome | 1 = yes | Diabetes = 1 | 0.000000–1.000000 | 0.342000, (±) 0.474498 |
| 0 = no | Healthy = 0 |