Deep Learning, Artificial Intelligence, Heart Sounds, Sound Classification, Cardiology.
respectively. The best performance was achieved when RFC or SVC algorithm alongside GA with 78% accuracy. 2.3. MFCC as Features Performance When MFCC as Features The best accuracy was 95% when the gradient boosting algorithm was used to classify the sound. In the two-class classification, the best