Essential Math, Editors Pick, Mathematics, Data Science, Machine Learning.
while probabilities associated with a small quantity of information have large weights. The cross-entropy can’t be smaller than the entropy. Still in the right panel, you can see that, when the probability Q(x) is larger than P(x) (and thus associated with a lower amount of information), it is