Statements (19)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
concept
|
| gptkbp:alsoKnownAs |
self-information
|
| gptkbp:appliesTo |
random events
|
| gptkbp:definedIn |
gptkb:Claude_Shannon
|
| gptkbp:describes |
amount of information in an event
|
| gptkbp:field |
gptkb:information_theory
|
| gptkbp:form |
I(x) = -log2 P(x)
|
| https://www.w3.org/2000/01/rdf-schema#label |
Shannon information
|
| gptkbp:introducedIn |
1948
|
| gptkbp:measures |
bits
|
| gptkbp:publishedIn |
gptkb:A_Mathematical_Theory_of_Communication
|
| gptkbp:relatedTo |
gptkb:organization
|
| gptkbp:usedIn |
gptkb:machine_learning
coding theory cryptography data compression statistical inference |
| gptkbp:bfsParent |
gptkb:Fisher_information
|
| gptkbp:bfsLayer |
5
|