Comments on the theorem
What do the two inequalities tell us?
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- The number of bits that we need to specify outcomes x with vanishingly small error probability ? does not exceed H + ?
- If we accept a vanishingly small error, the number of bits we need to specify x drops from NHo(X) to N(H + ?)
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- The number of bits that we need to specify outcomes x with large allowable error probability ? is at least H – ?