A loss function tells a neural network how wrong its prediction is. Choosing the correct loss is essential because the model optimizes exactly what the loss measures, not necessarily the broader outcome a project owner has in mind. Binary classification Binary cross-entropy is the standard choice when each example belongs to one of two classes….