Matches in SemOpenAlex for { <https://semopenalex.org/work/W2014283007> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W2014283007 endingPage "1250007" @default.
- W2014283007 startingPage "1250007" @default.
- W2014283007 abstract "Many approaches are proposed to improve naive Bayes by weakening its conditional independence assumption. In this paper, we work on the approach of instance weighting and propose an improved naive Bayes algorithm by discriminative instance weighting. We called it Discriminatively Weighted Naive Bayes. In each iteration of it, different training instances are discriminatively assigned different weights according to the estimated conditional probability loss. The experimental results based on a large number of UCI data sets validate its effectiveness in terms of the classification accuracy and AUC. Besides, the experimental results on the running time show that our Discriminatively Weighted Naive Bayes performs almost as efficiently as the state-of-the-art Discriminative Frequency Estimate learning method, and significantly more efficient than Boosted Naive Bayes. At last, we apply the idea of discriminatively weighted learning in our algorithm to some state-of-the-art naive Bayes text classifiers, such as multinomial naive Bayes, complement naive Bayes and the one-versus-all-but-one model, and have achieved remarkable improvements." @default.
- W2014283007 created "2016-06-24" @default.
- W2014283007 creator A5038861185 @default.
- W2014283007 creator A5045568216 @default.
- W2014283007 creator A5055335176 @default.
- W2014283007 date "2012-02-01" @default.
- W2014283007 modified "2023-10-18" @default.
- W2014283007 title "DISCRIMINATIVELY WEIGHTED NAIVE BAYES AND ITS APPLICATION IN TEXT CLASSIFICATION" @default.
- W2014283007 cites W1509515766 @default.
- W2014283007 cites W1655008176 @default.
- W2014283007 cites W1689445748 @default.
- W2014283007 cites W1817561967 @default.
- W2014283007 cites W1912982817 @default.
- W2014283007 cites W2011050592 @default.
- W2014283007 cites W2019439081 @default.
- W2014283007 cites W2071458777 @default.
- W2014283007 cites W2096451472 @default.
- W2014283007 cites W2098671713 @default.
- W2014283007 cites W2111574971 @default.
- W2014283007 cites W2120199131 @default.
- W2014283007 cites W2142827986 @default.
- W2014283007 cites W2155653793 @default.
- W2014283007 cites W2172238468 @default.
- W2014283007 doi "https://doi.org/10.1142/s0218213011004770" @default.
- W2014283007 hasPublicationYear "2012" @default.
- W2014283007 type Work @default.
- W2014283007 sameAs 2014283007 @default.
- W2014283007 citedByCount "51" @default.
- W2014283007 countsByYear W20142830072013 @default.
- W2014283007 countsByYear W20142830072014 @default.
- W2014283007 countsByYear W20142830072015 @default.
- W2014283007 countsByYear W20142830072016 @default.
- W2014283007 countsByYear W20142830072017 @default.
- W2014283007 countsByYear W20142830072018 @default.
- W2014283007 countsByYear W20142830072019 @default.
- W2014283007 countsByYear W20142830072020 @default.
- W2014283007 countsByYear W20142830072021 @default.
- W2014283007 countsByYear W20142830072022 @default.
- W2014283007 countsByYear W20142830072023 @default.
- W2014283007 crossrefType "journal-article" @default.
- W2014283007 hasAuthorship W2014283007A5038861185 @default.
- W2014283007 hasAuthorship W2014283007A5045568216 @default.
- W2014283007 hasAuthorship W2014283007A5055335176 @default.
- W2014283007 hasConcept C107673813 @default.
- W2014283007 hasConcept C119857082 @default.
- W2014283007 hasConcept C12267149 @default.
- W2014283007 hasConcept C126838900 @default.
- W2014283007 hasConcept C127043819 @default.
- W2014283007 hasConcept C142291917 @default.
- W2014283007 hasConcept C143809311 @default.
- W2014283007 hasConcept C153180895 @default.
- W2014283007 hasConcept C154945302 @default.
- W2014283007 hasConcept C183115368 @default.
- W2014283007 hasConcept C185207860 @default.
- W2014283007 hasConcept C207201462 @default.
- W2014283007 hasConcept C41008148 @default.
- W2014283007 hasConcept C52001869 @default.
- W2014283007 hasConcept C71924100 @default.
- W2014283007 hasConcept C79772020 @default.
- W2014283007 hasConcept C97931131 @default.
- W2014283007 hasConceptScore W2014283007C107673813 @default.
- W2014283007 hasConceptScore W2014283007C119857082 @default.
- W2014283007 hasConceptScore W2014283007C12267149 @default.
- W2014283007 hasConceptScore W2014283007C126838900 @default.
- W2014283007 hasConceptScore W2014283007C127043819 @default.
- W2014283007 hasConceptScore W2014283007C142291917 @default.
- W2014283007 hasConceptScore W2014283007C143809311 @default.
- W2014283007 hasConceptScore W2014283007C153180895 @default.
- W2014283007 hasConceptScore W2014283007C154945302 @default.
- W2014283007 hasConceptScore W2014283007C183115368 @default.
- W2014283007 hasConceptScore W2014283007C185207860 @default.
- W2014283007 hasConceptScore W2014283007C207201462 @default.
- W2014283007 hasConceptScore W2014283007C41008148 @default.
- W2014283007 hasConceptScore W2014283007C52001869 @default.
- W2014283007 hasConceptScore W2014283007C71924100 @default.
- W2014283007 hasConceptScore W2014283007C79772020 @default.
- W2014283007 hasConceptScore W2014283007C97931131 @default.
- W2014283007 hasIssue "01" @default.
- W2014283007 hasLocation W20142830071 @default.
- W2014283007 hasOpenAccess W2014283007 @default.
- W2014283007 hasPrimaryLocation W20142830071 @default.
- W2014283007 hasRelatedWork W163054539 @default.
- W2014283007 hasRelatedWork W1998749474 @default.
- W2014283007 hasRelatedWork W2012971775 @default.
- W2014283007 hasRelatedWork W2014283007 @default.
- W2014283007 hasRelatedWork W2086147528 @default.
- W2014283007 hasRelatedWork W209492218 @default.
- W2014283007 hasRelatedWork W2171665309 @default.
- W2014283007 hasRelatedWork W2989368186 @default.
- W2014283007 hasRelatedWork W349770100 @default.
- W2014283007 hasRelatedWork W57814663 @default.
- W2014283007 hasVolume "21" @default.
- W2014283007 isParatext "false" @default.
- W2014283007 isRetracted "false" @default.
- W2014283007 magId "2014283007" @default.
- W2014283007 workType "article" @default.