Machine Learning, Artificial Intelligence, Data Science.
information is zero. For example, if we know the label (Y) of an object, we gain a lot of information about its raw image (X). We should not mistake its picture with other objects. Therefore the information gain I(X;Y) is high. Let’s visualize this with sets. The mutual information is its overlap.