AI and Knowledge Discovery from Data (KDD) methods have been used as a decision support tool to diagnose CAD (Setiawan et al., 2011). The AI and KDD methods use heterogeneous data from the patients such as physical and historical data, exercise tests, and laboratory tests to develop a computer system that can classify and diagnose the presence of CAD.