Table 3.
Feature set associated with Type 2 diabetes.
| Feature | Data_Type | Min_Value | Max_Value | Information Gain | Mean Rank |
|---|---|---|---|---|---|
| Glucose (mg/dL) | Integer | 0 | 199 | 0.2497 | 3 |
| Pregnancies | Integer | 0 | 17 | ~ | ~ |
| Age | Integer | 21 | 81 | 0.0761 | 3.17 |
| Heart Rate | Integer | 7.67 | |||
| Waist | Integer | ~ | ~ | 0.0356 | 9.5 |
| Pulse Pressure | Integer | ~ | 12.33 | ||
| Insulin (mm U/mL) | Integer | 0 | 846 | ~ | 13.33 |
| Hypertension (Blood Pressure) (mm Hg) |
Integer | 0 | 122 | 0.0304 (bp1), 0 (bp2) | 15 |
| BMI (weight) (kg/m2) | Real | 0 | 67.1 | ~ | ~ |
| Diabetes Pedigree Function | Real | 0.08 | 2.42 | ~ | ~ |
| Skin thickness (mm) | Real | 0 | 99 | ~ | ~ |