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Definition of Information Entropy

The entropy \(H\) of a source is equal to the expected (i.e. average) information content of its messages:

\(\displaystyle H=\sum\limits^{N}_{i=1}p_{i}k_{i}=\sum\limits^{N}_{i=1}p_{i}\log_{2}(1/p_{i})\)

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