Machine Learning, Artificial Intelligence, Data Science.
Entropy establishes a lower bound for the average bits to encode events with the probability distribution P. Cross-entropy Cross-entropy H(P, Q) measures the expected number of bits to encode X with distribution P using an encoding scheme targeted for distribution Q. In ML, we want our predictions