Machine Learning, NLP, Information Technology, Data, AI.
actual value of Y, instead we average over it: Mutual information The mutual information is a measure defined over two random variables. It helps us gain insight about the information that one piece of data (or one random variable) carries about the other. Looking at the mathematical definition of