FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2087373775> ?p ?o ?g. }

• W2087373775 endingPage "2814" @default.
• W2087373775 startingPage "2804" @default.
• W2087373775 abstract "A classifier is epistemologically vacuous without an accurate estimate of its true error rate. In situations where the number of sample points is of the same order of magnitude as the dimension of observations, serious issues arise with respect to the performance of error estimators. In this paper, we place the problem of synthesizing an error rate estimator of a common linear classifier in an asymptotic setting in which the number of sample points is kept comparable in magnitude to the dimension of observations (double asymptotic). We construct a generalized consistent estimator of the true error rate for linear discriminant analysis in the multivariate Gaussian model under the assumption of a common covariance matrix. In other words, the estimator converges to true error rate in the double asymptotic sense. We employ simulations using both synthetic and real data to compare the performance of the new estimator to the classical consistent estimator of the true error (plug-in estimator) as well as other well-known estimators. We observe that the constructed estimator can outperform other estimators of the true error in many situations in terms of bias and root-mean-square (RMS) error." @default.
• W2087373775 created "2016-06-24" @default.
• W2087373775 creator A5010097254 @default.
• W2087373775 creator A5040086890 @default.
• W2087373775 date "2015-06-01" @default.
• W2087373775 modified "2023-10-18" @default.
• W2087373775 title "Generalized Consistent Error Estimator of Linear Discriminant Analysis" @default.
• W2087373775 cites W1976990135 @default.
• W2087373775 cites W1999584558 @default.
• W2087373775 cites W2001619934 @default.
• W2087373775 cites W2005646879 @default.
• W2087373775 cites W2007891409 @default.
• W2087373775 cites W2012352340 @default.
• W2087373775 cites W2021883397 @default.
• W2087373775 cites W2028931692 @default.
• W2087373775 cites W2037199905 @default.
• W2087373775 cites W2046981487 @default.
• W2087373775 cites W2051692166 @default.
• W2087373775 cites W2051885135 @default.
• W2087373775 cites W2057658881 @default.
• W2087373775 cites W2060162865 @default.
• W2087373775 cites W2061122220 @default.
• W2087373775 cites W2063045111 @default.
• W2087373775 cites W2065175896 @default.
• W2087373775 cites W2078064739 @default.
• W2087373775 cites W2084478869 @default.
• W2087373775 cites W2106553657 @default.
• W2087373775 cites W2114986399 @default.
• W2087373775 cites W2118250684 @default.
• W2087373775 cites W2125056473 @default.
• W2087373775 cites W2127947512 @default.
• W2087373775 cites W2128985829 @default.
• W2087373775 cites W2150073804 @default.
• W2087373775 cites W2156273110 @default.
• W2087373775 cites W2160450758 @default.
• W2087373775 cites W2162054425 @default.
• W2087373775 cites W2166162270 @default.
• W2087373775 cites W2328187444 @default.
• W2087373775 cites W3104038823 @default.
• W2087373775 cites W4252355305 @default.
• W2087373775 cites W570975484 @default.
• W2087373775 cites W615589970 @default.
• W2087373775 doi "https://doi.org/10.1109/tsp.2015.2419190" @default.
• W2087373775 hasPublicationYear "2015" @default.
• W2087373775 type Work @default.
• W2087373775 sameAs 2087373775 @default.
• W2087373775 citedByCount "33" @default.
• W2087373775 countsByYear W20873737752015 @default.
• W2087373775 countsByYear W20873737752016 @default.
• W2087373775 countsByYear W20873737752017 @default.
• W2087373775 countsByYear W20873737752018 @default.
• W2087373775 countsByYear W20873737752019 @default.
• W2087373775 countsByYear W20873737752020 @default.
• W2087373775 countsByYear W20873737752021 @default.
• W2087373775 countsByYear W20873737752022 @default.
• W2087373775 countsByYear W20873737752023 @default.
• W2087373775 crossrefType "journal-article" @default.
• W2087373775 hasAuthorship W2087373775A5010097254 @default.
• W2087373775 hasAuthorship W2087373775A5040086890 @default.
• W2087373775 hasConcept C105795698 @default.
• W2087373775 hasConcept C133939421 @default.
• W2087373775 hasConcept C134962040 @default.
• W2087373775 hasConcept C139945424 @default.
• W2087373775 hasConcept C164172150 @default.
• W2087373775 hasConcept C165646398 @default.
• W2087373775 hasConcept C178650346 @default.
• W2087373775 hasConcept C185429906 @default.
• W2087373775 hasConcept C191393472 @default.
• W2087373775 hasConcept C28826006 @default.
• W2087373775 hasConcept C33923547 @default.
• W2087373775 hasConcept C35594927 @default.
• W2087373775 hasConcept C38689907 @default.
• W2087373775 hasConceptScore W2087373775C105795698 @default.
• W2087373775 hasConceptScore W2087373775C133939421 @default.
• W2087373775 hasConceptScore W2087373775C134962040 @default.
• W2087373775 hasConceptScore W2087373775C139945424 @default.
• W2087373775 hasConceptScore W2087373775C164172150 @default.
• W2087373775 hasConceptScore W2087373775C165646398 @default.
• W2087373775 hasConceptScore W2087373775C178650346 @default.
• W2087373775 hasConceptScore W2087373775C185429906 @default.
• W2087373775 hasConceptScore W2087373775C191393472 @default.
• W2087373775 hasConceptScore W2087373775C28826006 @default.
• W2087373775 hasConceptScore W2087373775C33923547 @default.
• W2087373775 hasConceptScore W2087373775C35594927 @default.
• W2087373775 hasConceptScore W2087373775C38689907 @default.
• W2087373775 hasIssue "11" @default.
• W2087373775 hasLocation W20873737751 @default.
• W2087373775 hasOpenAccess W2087373775 @default.
• W2087373775 hasPrimaryLocation W20873737751 @default.
• W2087373775 hasRelatedWork W1967656023 @default.
• W2087373775 hasRelatedWork W2034234846 @default.
• W2087373775 hasRelatedWork W2040073672 @default.
• W2087373775 hasRelatedWork W2065670139 @default.
• W2087373775 hasRelatedWork W2147517979 @default.
• W2087373775 hasRelatedWork W2385938868 @default.
• W2087373775 hasRelatedWork W2475279666 @default.
• W2087373775 hasRelatedWork W3174580217 @default.
• W2087373775 hasRelatedWork W329178887 @default.

• next