Statements (23)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
physical phenomenon
|
| gptkbp:alternativeName |
MaxEnt principle
|
| gptkbp:appliesTo |
incomplete information
|
| gptkbp:basisFor |
exponential family distributions
maximum entropy models maximum entropy classifiers |
| gptkbp:describes |
probability distribution with maximum entropy given constraints
|
| gptkbp:field |
gptkb:information_theory
gptkb:statistical_mechanics |
| gptkbp:form |
maximize entropy subject to constraints
|
| gptkbp:formedBy |
E.T. Jaynes
|
| gptkbp:goal |
make least biased inference based on known data
|
| https://www.w3.org/2000/01/rdf-schema#label |
maximum entropy principle
|
| gptkbp:introducedIn |
1957
|
| gptkbp:relatedTo |
gptkb:Shannon_entropy
gptkb:Gibbs_distribution |
| gptkbp:type |
expected value constraints
|
| gptkbp:usedIn |
gptkb:machine_learning
thermodynamics statistical inference |
| gptkbp:bfsParent |
gptkb:principle_of_indifference
gptkb:Reginald_Jaynes |
| gptkbp:bfsLayer |
7
|