Heart disease is the leading problem of death globally, and early detection is pivotal in preventing the progression of
the disease. In this paper, Improved EnsembleSVM method is proposed for the prediction of heart disease risk. The technique
involves randomly partitioning the dataset into smaller subsets using a mean based splitting approach.