Machine Learning, Artificial Intelligence, Data Science.
If random variables X and Y are unrelated, their intersection is empty, and therefore, the mutual information is zero. If random variables X and Y are the same, H(X)=H(Y)=I(X;Y), knowing Y is the same as knowing X. Let’s go through some of its applications briefly. In a decision tree, we choose a