Statements (22)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:mathematical_concept
statistical distance |
| gptkbp:category |
divergence measure
|
| gptkbp:contrastsWith |
probability distributions
|
| gptkbp:definedIn |
convex function f
|
| gptkbp:form |
D_f(P||Q) = ∫ f(dP/dQ) dQ
|
| gptkbp:generalizes |
gptkb:Hellinger_distance
gptkb:Kullback-Leibler_divergence gptkb:Jensen-Shannon_divergence gptkb:Pearson_chi-squared_divergence total variation distance |
| https://www.w3.org/2000/01/rdf-schema#label |
f-divergence
|
| gptkbp:introduced |
gptkb:Imre_Csiszár
gptkb:Alfréd_Rényi |
| gptkbp:introducedIn |
1963
|
| gptkbp:isNonNegative |
true
|
| gptkbp:isZeroIff |
distributions are equal
|
| gptkbp:usedIn |
gptkb:information_theory
gptkb:machine_learning statistics |
| gptkbp:bfsParent |
gptkb:Kullback–Leibler_divergence
|
| gptkbp:bfsLayer |
5
|