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surprisal
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Definitions of surprisal in various dictionaries:
noun - the act of surprising someone
The act of surprising or the state of being surprised.
SURPRISAL - In information theory, self-information or surprisal is the surprise when a random variable is sampled. It is expressed in a unit of information, fo...
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Surprisal description |
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In information theory, self-information or surprisal is the surprise when a random variable is sampled. It is expressed in a unit of information, for example shannons (often called bits), nats, or hartleys, depending on the base of the logarithm used in its calculation. The expected self-information is information entropy and reflects the average surprise or uncertainty associated with sampling a random variable. |