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Specific-information

In information theory, specific-information is the generic name given to family of state-dependent measures that in expectation converge to the mutual information. There are currently three known varieties of specific information usually denoted I, I, and I. The specific-information between a random variable X and a state Y = y is written as,


I(X; Y = y)
.