Essential Math, Editors Pick, Mathematics, Data Science, Machine Learning.
the states of the random variable X. Note that the input of the function H(X) is the random variable X while I(x) denotes the Shannon information of the event X=x. You can also refer to the entropy of the random variable X which is distributed with respect to P(x) as H(P). Let’s take an example: as