Deep Learning, Machine Learning, Artificial Intelligence, Loss Function, Neural Networks.
the actual binary label distribution. The formula for binary cross-entropy loss is as follows: L(y, ŷ) = -[y * log(ŷ) + (1 — y) * log(1 — ŷ)] where y is the true binary label (0 or 1), ŷ is the predicted probability (ranging from 0 to 1), and log is the natural logarithm. The first term of the