Matches in SemOpenAlex for { <https://semopenalex.org/work/W2788147515> ?p ?o ?g. }
Showing items 1 to 71 of
71
with 100 items per page.
- W2788147515 endingPage "254" @default.
- W2788147515 startingPage "246" @default.
- W2788147515 abstract "Regularized logistic regression is a standard classification method used in statistics and machine learning. Unlike regularized least squares problems such as ridge regression, the parameter estimates cannot be computed in closed-form and instead must be estimated using an iterative technique. This paper addresses the computational problem of regularized logistic regression that is commonly encountered in model selection and classifier statistical significance testing, in which a large number of related logistic regression problems must be solved for. Our proposed approach solves the problems simultaneously through an iterative technique, which also garners computational efficiencies by leveraging the redundancies across the related problems. We demonstrate analytically that our method provides a substantial complexity reduction, which is further validated by our results on real-world datasets." @default.
- W2788147515 created "2018-03-06" @default.
- W2788147515 creator A5007151598 @default.
- W2788147515 creator A5042749874 @default.
- W2788147515 date "2012-03-21" @default.
- W2788147515 modified "2023-09-28" @default.
- W2788147515 title "Fast, Exact Model Selection and Permutation Testing for l2-Regularized Logistic Regression" @default.
- W2788147515 hasPublicationYear "2012" @default.
- W2788147515 type Work @default.
- W2788147515 sameAs 2788147515 @default.
- W2788147515 citedByCount "0" @default.
- W2788147515 crossrefType "proceedings-article" @default.
- W2788147515 hasAuthorship W2788147515A5007151598 @default.
- W2788147515 hasAuthorship W2788147515A5042749874 @default.
- W2788147515 hasConcept C105795698 @default.
- W2788147515 hasConcept C11413529 @default.
- W2788147515 hasConcept C117568660 @default.
- W2788147515 hasConcept C119857082 @default.
- W2788147515 hasConcept C151956035 @default.
- W2788147515 hasConcept C152877465 @default.
- W2788147515 hasConcept C154945302 @default.
- W2788147515 hasConcept C179799912 @default.
- W2788147515 hasConcept C33923547 @default.
- W2788147515 hasConcept C41008148 @default.
- W2788147515 hasConcept C61722155 @default.
- W2788147515 hasConcept C81917197 @default.
- W2788147515 hasConcept C83546350 @default.
- W2788147515 hasConcept C95623464 @default.
- W2788147515 hasConceptScore W2788147515C105795698 @default.
- W2788147515 hasConceptScore W2788147515C11413529 @default.
- W2788147515 hasConceptScore W2788147515C117568660 @default.
- W2788147515 hasConceptScore W2788147515C119857082 @default.
- W2788147515 hasConceptScore W2788147515C151956035 @default.
- W2788147515 hasConceptScore W2788147515C152877465 @default.
- W2788147515 hasConceptScore W2788147515C154945302 @default.
- W2788147515 hasConceptScore W2788147515C179799912 @default.
- W2788147515 hasConceptScore W2788147515C33923547 @default.
- W2788147515 hasConceptScore W2788147515C41008148 @default.
- W2788147515 hasConceptScore W2788147515C61722155 @default.
- W2788147515 hasConceptScore W2788147515C81917197 @default.
- W2788147515 hasConceptScore W2788147515C83546350 @default.
- W2788147515 hasConceptScore W2788147515C95623464 @default.
- W2788147515 hasLocation W27881475151 @default.
- W2788147515 hasOpenAccess W2788147515 @default.
- W2788147515 hasPrimaryLocation W27881475151 @default.
- W2788147515 hasRelatedWork W1482544402 @default.
- W2788147515 hasRelatedWork W1549315181 @default.
- W2788147515 hasRelatedWork W1638008677 @default.
- W2788147515 hasRelatedWork W2052352764 @default.
- W2788147515 hasRelatedWork W2128385268 @default.
- W2788147515 hasRelatedWork W2137283541 @default.
- W2788147515 hasRelatedWork W2145328215 @default.
- W2788147515 hasRelatedWork W2247782768 @default.
- W2788147515 hasRelatedWork W2291342904 @default.
- W2788147515 hasRelatedWork W2755942713 @default.
- W2788147515 hasRelatedWork W2797605530 @default.
- W2788147515 hasRelatedWork W2798659456 @default.
- W2788147515 hasRelatedWork W2804662772 @default.
- W2788147515 hasRelatedWork W2892674788 @default.
- W2788147515 hasRelatedWork W2952547388 @default.
- W2788147515 hasRelatedWork W2963627083 @default.
- W2788147515 hasRelatedWork W2991237725 @default.
- W2788147515 hasRelatedWork W3008489523 @default.
- W2788147515 hasRelatedWork W3043437699 @default.
- W2788147515 hasRelatedWork W822005603 @default.
- W2788147515 isParatext "false" @default.
- W2788147515 isRetracted "false" @default.
- W2788147515 magId "2788147515" @default.
- W2788147515 workType "article" @default.