The accurate diagnosis of heart diseases, is one of the most important biomedical problems whose administration is imperative. In the biomedical field, The classification of disease using data mining is the critical task. The prediction accuracy plays a vital role in disease data set. More data mining classification algorithms like decision trees, neural networks, Bayesian classifiers, Support vector machines, Association Rule, Ensemble techniques are used to diagnosis the heart diseases.