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What is one fundamental interpretation of the entropy of a random variable?

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What is one fundamental interpretation of the entropy of a random variable?

The likelihood that a transmitted symbol is incorrectly decoded.

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The maximum number of bits required to encode any outcome of the variable.

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The capacity of a noiseless communication channel.

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The minimum average number of bits needed to describe the variable's outcomes.

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