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A notebook with several models, trained on the following dataset.

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MathQuantLab/heart-attack-risk-models

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Introduction

A notebook with several models, trained on the following dataset.

Data presentation

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

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A notebook with several models, trained on the following dataset.

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