elena-krismer/South-African-Heart-Disease

Machine Learning Project # South-African-Heart-Disease Machine Learning Project 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 Konstatinos: - ANN - baseline Büsra: - linear regression model - logistic regression Elena: - baseline - Naive Bayes - take a look ### Useful links: old report - regression Support Vector Machine, K Nearest Neighbour, ANN SouthAfricanRepository