Deep Learning, Machine Learning, Artificial Intelligence, Loss Function, Neural Networks.
is 0. The overall loss is the sum of both terms, each weighted by the corresponding weight. The positive and negative weights can be chosen based on the relative importance of each class. For example, if the positive class is more important, a higher weight can be assigned to it. Similarly, if the