2015-01-09T19:19:04Z 2015-01-25T21:01:16Z 155 Class sa-heart 0 public https://www.openml.org/data/download/1592290/phpgNaXZe active **Author**: **Source**: http://statweb.stanford.edu/~tibs/ElemStatLearn/data.html **Please cite**: * Title: South Africa Heart Disease Dataset * Description 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. * Attributes: sbp systolic blood pressure tobacco cumulative tobacco (kg) ldl low densiity lipoprotein cholesterol adiposity famhist family history of heart disease (Present, Absent) typea type-A behavior obesity alcohol current alcohol consumption age age at onset chd response, coronary heart disease ARFF sa-heart 14 Public 1