Akaike information criterion
GPTKB entity
Statements (18)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
statistical model selection criterion
|
| gptkbp:abbreviation |
gptkb:AIC
|
| gptkbp:category |
gptkb:information_theory
model selection criteria |
| gptkbp:form |
AIC = 2k - 2ln(L)
|
| https://www.w3.org/2000/01/rdf-schema#label |
Akaike information criterion
|
| gptkbp:introducedIn |
1974
|
| gptkbp:location |
k is the number of parameters
L is the maximum value of the likelihood function |
| gptkbp:minimizedFor |
best model selection
|
| gptkbp:proposedBy |
gptkb:Hirotugu_Akaike
|
| gptkbp:relatedTo |
cross-validation
Bayesian information criterion |
| gptkbp:usedFor |
model selection
|
| gptkbp:usedIn |
gptkb:machine_learning
statistics |
| gptkbp:bfsParent |
gptkb:Watanabe–Akaike_information_criterion
|
| gptkbp:bfsLayer |
7
|