The article introduces a new way to classify heart problems using a combination of two different classifiers. By using this new method, the researchers were able to accurately diagnose five types of cardiovascular diseases. The experiments showed that the combined classifier had higher accuracy compared to using each classifier separately when analyzing data from a heart arrhythmia database.