Heart Disease Classification using Naive Bayes and PGM - Third project of Statistical Machine Learning course
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Visualisation of data
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In this project, we implemented naive bayes model on a data set of heart disease.(UCI Heart Disease Data). Pre processing operations like discretizing continuous values and filling missing values were done. 2 probabilistic graphical model and 3 bayesian network using different subsets of data were designed and evaluated.