sa-heart
OpenML dataset with id 1498
Author name not available (Why is that?)
Full work available at URL: https://api.openml.org/data/v1/download/1592290/sa-heart.arff
Upload date: 25 May 2015
Dataset Characteristics
Number of classes: 2
Number of features: 10 (numeric: 8, symbolic: 2 and in total binary: 2 )
Number of instances: 462
Number of instances with missing values: 0
Number of missing values: 0
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
This page was built for dataset: sa-heart
