Matches in SemOpenAlex for { <https://semopenalex.org/work/W2988290412> ?p ?o ?g. }
Showing items 1 to 85 of
85
with 100 items per page.
- W2988290412 endingPage "15" @default.
- W2988290412 startingPage "1" @default.
- W2988290412 abstract "In this entry we review the generalization error for classification and single-stage decision problems. We distinguish three alternative definitions of the generalization error which have, at times, been conflated in the statistics literature and show that these definitions need not be equivalent even asymptotically. Because the generalization error is a non-smooth functional of the underlying generative model, standard asymptotic approximations, e.g., the bootstrap or normal approximations, cannot guarantee correct frequentist operating characteristics without modification. We provide simple data-adaptive procedures that can be used to construct asymptotically valid confidence sets for the generalization error. We conclude the entry with a discussion of extensions and related problems." @default.
- W2988290412 created "2019-11-22" @default.
- W2988290412 creator A5022846477 @default.
- W2988290412 creator A5086116641 @default.
- W2988290412 date "2019-11-15" @default.
- W2988290412 modified "2023-10-16" @default.
- W2988290412 title "Generalization Error for Decision Problems" @default.
- W2988290412 cites W1460189015 @default.
- W2988290412 cites W1490576214 @default.
- W2988290412 cites W1493536674 @default.
- W2988290412 cites W1543240216 @default.
- W2988290412 cites W1720450983 @default.
- W2988290412 cites W1898356160 @default.
- W2988290412 cites W1982032418 @default.
- W2988290412 cites W1994857208 @default.
- W2988290412 cites W1995945562 @default.
- W2988290412 cites W1996851858 @default.
- W2988290412 cites W2022119541 @default.
- W2988290412 cites W2064790857 @default.
- W2988290412 cites W2066153095 @default.
- W2988290412 cites W2075381171 @default.
- W2988290412 cites W2092095117 @default.
- W2988290412 cites W2093130286 @default.
- W2988290412 cites W2094239714 @default.
- W2988290412 cites W2099730522 @default.
- W2988290412 cites W2105780515 @default.
- W2988290412 cites W2116034036 @default.
- W2988290412 cites W2118649542 @default.
- W2988290412 cites W2134975990 @default.
- W2988290412 cites W2140650500 @default.
- W2988290412 cites W2169124073 @default.
- W2988290412 cites W2236852225 @default.
- W2988290412 cites W2258149283 @default.
- W2988290412 cites W2505625229 @default.
- W2988290412 cites W2787894218 @default.
- W2988290412 cites W3106017199 @default.
- W2988290412 cites W3123794201 @default.
- W2988290412 cites W4235484640 @default.
- W2988290412 cites W4250236131 @default.
- W2988290412 cites W4253803546 @default.
- W2988290412 cites W776013069 @default.
- W2988290412 doi "https://doi.org/10.1002/9781118445112.stat08155" @default.
- W2988290412 hasPublicationYear "2019" @default.
- W2988290412 type Work @default.
- W2988290412 sameAs 2988290412 @default.
- W2988290412 citedByCount "1" @default.
- W2988290412 countsByYear W29882904122021 @default.
- W2988290412 crossrefType "other" @default.
- W2988290412 hasAuthorship W2988290412A5022846477 @default.
- W2988290412 hasAuthorship W2988290412A5086116641 @default.
- W2988290412 hasBestOaLocation W29882904122 @default.
- W2988290412 hasConcept C117765406 @default.
- W2988290412 hasConcept C134306372 @default.
- W2988290412 hasConcept C154945302 @default.
- W2988290412 hasConcept C177148314 @default.
- W2988290412 hasConcept C33923547 @default.
- W2988290412 hasConcept C41008148 @default.
- W2988290412 hasConcept C50644808 @default.
- W2988290412 hasConceptScore W2988290412C117765406 @default.
- W2988290412 hasConceptScore W2988290412C134306372 @default.
- W2988290412 hasConceptScore W2988290412C154945302 @default.
- W2988290412 hasConceptScore W2988290412C177148314 @default.
- W2988290412 hasConceptScore W2988290412C33923547 @default.
- W2988290412 hasConceptScore W2988290412C41008148 @default.
- W2988290412 hasConceptScore W2988290412C50644808 @default.
- W2988290412 hasLocation W29882904121 @default.
- W2988290412 hasLocation W29882904122 @default.
- W2988290412 hasOpenAccess W2988290412 @default.
- W2988290412 hasPrimaryLocation W29882904121 @default.
- W2988290412 hasRelatedWork W1973705782 @default.
- W2988290412 hasRelatedWork W2010541108 @default.
- W2988290412 hasRelatedWork W2087331387 @default.
- W2988290412 hasRelatedWork W2111355417 @default.
- W2988290412 hasRelatedWork W2381411913 @default.
- W2988290412 hasRelatedWork W2733476430 @default.
- W2988290412 hasRelatedWork W2961697082 @default.
- W2988290412 hasRelatedWork W3093490285 @default.
- W2988290412 hasRelatedWork W4225522981 @default.
- W2988290412 hasRelatedWork W4287634326 @default.
- W2988290412 isParatext "false" @default.
- W2988290412 isRetracted "false" @default.
- W2988290412 magId "2988290412" @default.
- W2988290412 workType "other" @default.