Hartly measured uncertainty with a set of alternatives. He measured these alternatives having the same probability. These is measured in bits.
Shannon's enthropy measures uncertainty as well, but it takes into account the alternatives having different probability. It is measured as the average number of bits needed to represent a symbol.
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