appropriate computer-based information and/or decision support systems can aid in achieving clinical tests at a reduced cost. efficient and accurate implementation of automated system needs a comparative study of various techniques available. this paper aims to analyze the different predictive / descriptive data mining techniques proposed in recent years for the diagnosis of heart disease.