Statistical Foundations Of Entropy The Statistica
its interpretation and application. Conditional Entropy and Mutual Information Conditional entropy measures the uncertainty remaining about one variable given knowledge of another. It helps quantify dependencies between variables and is defined as: \[ H(Y|X) = -\sum_{x,y} p(x,y) \log p(y|x)