Machine Learning, NLP, Information Technology, Data, AI.
be thought of as a measure of the “mess” inherent in the variable X — given the size of the alphabet (the number of different values X can take), a uniform distribution over the alphabet maximizes the entropy, while a known value ( ) gives For example, consider the Bernoulli distribution, defined