Table 1 Pima Indians diabetes dataset
From: Medical-informed machine learning: integrating prior knowledge into medical decision systems
Feature name | Code | Description |
|---|---|---|
Pregnancies | Â | Number of times pregnant |
Glucose | \(G_{120}\) | 2-hour plasma glucose concentration in OOGT |
Blood Pressure | BP | Diastolic blood pressure in mmHg |
Skin Thickness | ST | Triceps skin-fold thickness in mm |
Insulin | \(I_{120}\) | 2-hour serum insulin in \(\mu U/ml\) |
Body mass index | BMI | Body mass index as weight/(height)\(^2\) in \(kg/m^2\) |
Diabetes Pedigree Function | DPF | Likelihood function of diabetes based on family history [61] |
Age | Â | Age in years |