Matches in SemOpenAlex for { <https://semopenalex.org/work/W2189358118> ?p ?o ?g. }
Showing items 1 to 87 of
87
with 100 items per page.
- W2189358118 abstract "The naive credal classifier extends the classical naive Bayes classifier to imprecise probabilities, substituting the imprecise Dirichlet model for the uniform prior. As an alternative to the naive credal classifier, we present a likelihood-based approach, which extends in a novel way the naive Bayes towards imprecise probabilities, by considering any possible quantification (each one defining a naive Bayes classifier) apart from those assigning to the available data a probability below a given threshold level. Besides the available supervised data, in the likelihood evaluation we also consider the instance to be classified, for which the value of the class variable is assumed missingat-random. We obtain a closed formula to compute the dominance according to the maximality criterion for any threshold level. As there are currently no well-established metrics for comparing credal classifiers which have considerably different determinacy, we compare the two classifiers when they have comparable determinacy, finding that in those cases they generate almost equivalent classifications." @default.
- W2189358118 created "2016-06-24" @default.
- W2189358118 creator A5047125862 @default.
- W2189358118 creator A5051102821 @default.
- W2189358118 creator A5067798470 @default.
- W2189358118 date "2011-01-01" @default.
- W2189358118 modified "2023-09-23" @default.
- W2189358118 title "Likelihood-Based Naive Credal Classifier" @default.
- W2189358118 cites W100401822 @default.
- W2189358118 cites W1494902407 @default.
- W2189358118 cites W1510039656 @default.
- W2189358118 cites W1788343487 @default.
- W2189358118 cites W1817561967 @default.
- W2189358118 cites W1909686975 @default.
- W2189358118 cites W1968293352 @default.
- W2189358118 cites W1986610361 @default.
- W2189358118 cites W2032026767 @default.
- W2189358118 cites W2095819734 @default.
- W2189358118 cites W2098671713 @default.
- W2189358118 cites W2112326338 @default.
- W2189358118 cites W2140785063 @default.
- W2189358118 cites W2574799773 @default.
- W2189358118 cites W2913772900 @default.
- W2189358118 cites W30172678 @default.
- W2189358118 cites W3022534014 @default.
- W2189358118 hasPublicationYear "2011" @default.
- W2189358118 type Work @default.
- W2189358118 sameAs 2189358118 @default.
- W2189358118 citedByCount "2" @default.
- W2189358118 countsByYear W21893581182016 @default.
- W2189358118 crossrefType "journal-article" @default.
- W2189358118 hasAuthorship W2189358118A5047125862 @default.
- W2189358118 hasAuthorship W2189358118A5051102821 @default.
- W2189358118 hasAuthorship W2189358118A5067798470 @default.
- W2189358118 hasConcept C119857082 @default.
- W2189358118 hasConcept C12267149 @default.
- W2189358118 hasConcept C134306372 @default.
- W2189358118 hasConcept C153180895 @default.
- W2189358118 hasConcept C154945302 @default.
- W2189358118 hasConcept C169214877 @default.
- W2189358118 hasConcept C182310444 @default.
- W2189358118 hasConcept C185207860 @default.
- W2189358118 hasConcept C33923547 @default.
- W2189358118 hasConcept C41008148 @default.
- W2189358118 hasConcept C52001869 @default.
- W2189358118 hasConcept C58468513 @default.
- W2189358118 hasConcept C95623464 @default.
- W2189358118 hasConceptScore W2189358118C119857082 @default.
- W2189358118 hasConceptScore W2189358118C12267149 @default.
- W2189358118 hasConceptScore W2189358118C134306372 @default.
- W2189358118 hasConceptScore W2189358118C153180895 @default.
- W2189358118 hasConceptScore W2189358118C154945302 @default.
- W2189358118 hasConceptScore W2189358118C169214877 @default.
- W2189358118 hasConceptScore W2189358118C182310444 @default.
- W2189358118 hasConceptScore W2189358118C185207860 @default.
- W2189358118 hasConceptScore W2189358118C33923547 @default.
- W2189358118 hasConceptScore W2189358118C41008148 @default.
- W2189358118 hasConceptScore W2189358118C52001869 @default.
- W2189358118 hasConceptScore W2189358118C58468513 @default.
- W2189358118 hasConceptScore W2189358118C95623464 @default.
- W2189358118 hasLocation W21893581181 @default.
- W2189358118 hasOpenAccess W2189358118 @default.
- W2189358118 hasPrimaryLocation W21893581181 @default.
- W2189358118 hasRelatedWork W141908897 @default.
- W2189358118 hasRelatedWork W145653800 @default.
- W2189358118 hasRelatedWork W1488489795 @default.
- W2189358118 hasRelatedWork W1584413767 @default.
- W2189358118 hasRelatedWork W1602011971 @default.
- W2189358118 hasRelatedWork W1602134079 @default.
- W2189358118 hasRelatedWork W1756632095 @default.
- W2189358118 hasRelatedWork W1972450020 @default.
- W2189358118 hasRelatedWork W1973706250 @default.
- W2189358118 hasRelatedWork W1984169975 @default.
- W2189358118 hasRelatedWork W1986610361 @default.
- W2189358118 hasRelatedWork W2035440445 @default.
- W2189358118 hasRelatedWork W2071512114 @default.
- W2189358118 hasRelatedWork W2101791549 @default.
- W2189358118 hasRelatedWork W2112326338 @default.
- W2189358118 hasRelatedWork W2217095773 @default.
- W2189358118 hasRelatedWork W2544626523 @default.
- W2189358118 hasRelatedWork W3041363007 @default.
- W2189358118 hasRelatedWork W83434975 @default.
- W2189358118 hasRelatedWork W2163913262 @default.
- W2189358118 isParatext "false" @default.
- W2189358118 isRetracted "false" @default.
- W2189358118 magId "2189358118" @default.
- W2189358118 workType "article" @default.