Differential entropy and scale
For a real density f with defined integral, h(X)=−∫f(x)log₂f(x)dx.
Key knowledge
For a real density f with defined integral, h(X)=−∫f(x)log₂f(x)dx. It can be negative and changes by log₂|a| under scaling aX, a≠0; therefore it is not the finite bits needed to encode an exact real value.
Conditions and scope
- Specify the coordinate scale and finite-integral conditions.
- Continuous mutual information remains a relative-entropy quantity invariant under invertible coordinate changes.
Sources · 1
References
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Evidence and review
Lecture 15 sections 15.2–15.3 definition and scale/label comparison.
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Entry details
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