A notebook with several models, trained on the following dataset.
A retrospective sample of males in a heart-disease high-risk region of the Western Cape, South Africa. There are roughly two controls per case of CHD. Many of the CHD positive men have undergone blood pressure reduction treatment and other programs to reduce their risk factors after their CHD event. In some cases the measurements were made after these treatments. These data are taken from a larger dataset, described in Rousseauw et al, 1983, South African Medical Journal.
| Variable | Description |
|---|---|
| sbp | systolic blood pressure |
| tobacco | cumulative tobacco (kg) |
| ldl | low densiity lipoprotein cholesterol |
| adiposity | amount of body fat |
| famhist | family history of heart disease (Present, Absent) |
| typea | type-A behavior |
| obesity | BMI |
| alcohol | current alcohol consumption |
| age | age at onset |
| chd | response, coronary heart disease |