Uass Hx Ix

In information theory, the conditional entropy quantifies the amount of information needed to describe the outcome of a random variable given that the value of another random variable is known Here, information is measured in shannons, nats,.

Uass hx ix. 8/19/04The area contained by both circles is the joint entropy H(X,Y) The circle on the left (red and violet) is the individual entropy H(X), with the red being the conditional entropy H(XY) The circle on the right (blue and violet) is H(Y), with the blue being H(YX) The violet is the mutual information I(X;Y).

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