The effectiveness of medical treatments can be estimated by developing the data mining applications. Data mining is capable of delivering an analysis of which courses of action rove effective [2], achieved by comparing and contrasting causes, symptoms, and courses of treatments. In this paper, we presented prediction of the risk levels of heart attack from the heart disease database. The heart disease database consists of mixed attributes containing both the numerical and categorical data.