Akaike Information Criterion
GPTKB entity
Statements (22)
Predicate | Object |
---|---|
gptkbp:instanceOf |
statistical model selection criterion
|
gptkbp:abbreviation |
gptkb:AIC
|
gptkbp:appliesTo |
maximum likelihood estimation
|
gptkbp:category |
information criterion
|
gptkbp:form |
AIC = 2k - 2ln(L)
|
https://www.w3.org/2000/01/rdf-schema#label |
Akaike Information Criterion
|
gptkbp:introducedIn |
1974
|
gptkbp:kraj |
number of estimated parameters in the model
|
gptkbp:L |
maximum value of the likelihood function for the model
|
gptkbp:languageOfOrigin |
English
|
gptkbp:lowerAICIndicates |
better model fit
|
gptkbp:namedAfter |
gptkb:Hirotugu_Akaike
|
gptkbp:penalty |
model complexity
|
gptkbp:proposedBy |
gptkb:Hirotugu_Akaike
|
gptkbp:relatedTo |
gptkb:Bayesian_Information_Criterion
gptkb:Deviance_Information_Criterion |
gptkbp:usedFor |
model selection
|
gptkbp:usedIn |
gptkb:machine_learning
statistics |
gptkbp:bfsParent |
gptkb:AIC
gptkb:Gaussian_mixture_models |
gptkbp:bfsLayer |
6
|