Deep Learning, Machine Learning, Artificial Intelligence, Loss Function, Neural Networks.
The categorical cross-entropy loss is calculated using the formula we provided earlier, and the mean() function is used to average the loss over the entire dataset. Finally, the calculated loss is printed to the console. In this example, y_true represents the true labels in one-hot encoding format,