Deep Learning, Artificial Intelligence, Heart Sounds, Sound Classification, Healthcare.
layer. The number of neurons in the output layer is 4. Tanh is used as activation function. 20-fold cross-validation is used for training. To deal with data imbalance issue, random sampling with replacement is used for abnormal signals so that the size of the selected set becomes equal to the size