Matches in SemOpenAlex for { <https://semopenalex.org/work/W143060327> ?p ?o ?g. }
Showing items 1 to 92 of
92
with 100 items per page.
- W143060327 endingPage "144" @default.
- W143060327 startingPage "133" @default.
- W143060327 abstract "Logistic regression is a classical classification method, it has been used widely in many applications which have binary dependent variable. However, when the data sets are imbalanced, the probability of rare event is underestimated in the use of traditional logistic regression. With data explosion in recent years, some researchers propose large scale logistic regression which still fails to consider the rare event, therefore, there exists bias when applying their models for large scale data sets with rare events. To address the problems, this paper proposes LRBC method to correct bias of logistic regression for large scale data sets with rare events. Empirical studies compare LRBC with several state-of-the-art algorithms on an actual ad clicking data set. It demonstrates that LRBC method is able to exhibit much better classification performance, and the distributed process for bias correction also scales well." @default.
- W143060327 created "2016-06-24" @default.
- W143060327 creator A5005461877 @default.
- W143060327 creator A5045614063 @default.
- W143060327 creator A5073311956 @default.
- W143060327 creator A5080214297 @default.
- W143060327 creator A5086445887 @default.
- W143060327 date "2013-01-01" @default.
- W143060327 modified "2023-09-30" @default.
- W143060327 title "Logistic Regression Bias Correction for Large Scale Data with Rare Events" @default.
- W143060327 cites W1588282782 @default.
- W143060327 cites W1965895350 @default.
- W143060327 cites W1988056000 @default.
- W143060327 cites W2032885221 @default.
- W143060327 cites W2055737240 @default.
- W143060327 cites W2117699623 @default.
- W143060327 cites W2156845275 @default.
- W143060327 cites W2166183437 @default.
- W143060327 cites W3123271700 @default.
- W143060327 cites W3125026074 @default.
- W143060327 cites W4301861531 @default.
- W143060327 doi "https://doi.org/10.1007/978-3-642-53917-6_12" @default.
- W143060327 hasPublicationYear "2013" @default.
- W143060327 type Work @default.
- W143060327 sameAs 143060327 @default.
- W143060327 citedByCount "7" @default.
- W143060327 countsByYear W1430603272016 @default.
- W143060327 countsByYear W1430603272018 @default.
- W143060327 countsByYear W1430603272019 @default.
- W143060327 countsByYear W1430603272022 @default.
- W143060327 countsByYear W1430603272023 @default.
- W143060327 crossrefType "book-chapter" @default.
- W143060327 hasAuthorship W143060327A5005461877 @default.
- W143060327 hasAuthorship W143060327A5045614063 @default.
- W143060327 hasAuthorship W143060327A5073311956 @default.
- W143060327 hasAuthorship W143060327A5080214297 @default.
- W143060327 hasAuthorship W143060327A5086445887 @default.
- W143060327 hasConcept C105795698 @default.
- W143060327 hasConcept C119857082 @default.
- W143060327 hasConcept C121332964 @default.
- W143060327 hasConcept C124101348 @default.
- W143060327 hasConcept C149782125 @default.
- W143060327 hasConcept C151956035 @default.
- W143060327 hasConcept C154945302 @default.
- W143060327 hasConcept C205649164 @default.
- W143060327 hasConcept C2777317252 @default.
- W143060327 hasConcept C2778755073 @default.
- W143060327 hasConcept C2779662365 @default.
- W143060327 hasConcept C33923547 @default.
- W143060327 hasConcept C41008148 @default.
- W143060327 hasConcept C58489278 @default.
- W143060327 hasConcept C58640448 @default.
- W143060327 hasConcept C61722155 @default.
- W143060327 hasConcept C62520636 @default.
- W143060327 hasConcept C83546350 @default.
- W143060327 hasConceptScore W143060327C105795698 @default.
- W143060327 hasConceptScore W143060327C119857082 @default.
- W143060327 hasConceptScore W143060327C121332964 @default.
- W143060327 hasConceptScore W143060327C124101348 @default.
- W143060327 hasConceptScore W143060327C149782125 @default.
- W143060327 hasConceptScore W143060327C151956035 @default.
- W143060327 hasConceptScore W143060327C154945302 @default.
- W143060327 hasConceptScore W143060327C205649164 @default.
- W143060327 hasConceptScore W143060327C2777317252 @default.
- W143060327 hasConceptScore W143060327C2778755073 @default.
- W143060327 hasConceptScore W143060327C2779662365 @default.
- W143060327 hasConceptScore W143060327C33923547 @default.
- W143060327 hasConceptScore W143060327C41008148 @default.
- W143060327 hasConceptScore W143060327C58489278 @default.
- W143060327 hasConceptScore W143060327C58640448 @default.
- W143060327 hasConceptScore W143060327C61722155 @default.
- W143060327 hasConceptScore W143060327C62520636 @default.
- W143060327 hasConceptScore W143060327C83546350 @default.
- W143060327 hasLocation W1430603271 @default.
- W143060327 hasOpenAccess W143060327 @default.
- W143060327 hasPrimaryLocation W1430603271 @default.
- W143060327 hasRelatedWork W1511011989 @default.
- W143060327 hasRelatedWork W2085641264 @default.
- W143060327 hasRelatedWork W2089026391 @default.
- W143060327 hasRelatedWork W2347937125 @default.
- W143060327 hasRelatedWork W2750047195 @default.
- W143060327 hasRelatedWork W2755867900 @default.
- W143060327 hasRelatedWork W4223527116 @default.
- W143060327 hasRelatedWork W4236506546 @default.
- W143060327 hasRelatedWork W4239706975 @default.
- W143060327 hasRelatedWork W4384828018 @default.
- W143060327 isParatext "false" @default.
- W143060327 isRetracted "false" @default.
- W143060327 magId "143060327" @default.
- W143060327 workType "book-chapter" @default.