Deep Learning, Machine Learning, Artificial Intelligence, Loss Function, Neural Networks.
equation calculates the loss when the true label is 1, and the second term calculates the loss when the true label is 0. The overall loss is the sum of both terms. When the predicted probability is close to the true label, the loss is low, and when the predicted probability is far from the true