Matches in SemOpenAlex for { <https://semopenalex.org/work/W1559252580> ?p ?o ?g. }
Showing items 1 to 55 of
55
with 100 items per page.
- W1559252580 abstract "The paper deals with the definition of a decision rule for a two classes and two constraints problem. The considered constraints bound the conditional error probabilities. When decision rules verifying both constraints exist, the rule that minimizes a cost combining the conditional decision probabilities is chosen. If such rule does not exist, it is necessary to introduce a rejection class and the optimal rule is the one that minimizes the reject probability. Firstly the rule is defined assuming that the conditional density functions are known. It consists in comparing the likelihood ratio with one or two thresholds depending on the use of rejection or not. Secondly, a method based on SVM is proposed to design decision rules for processes described by sample sets. The rule consists in comparing the function of the SVM output with thresholds. They are determined using outputs of a training set, either directly, either by estimating the output densities. The bias and the standard deviation of the reject and of the error probabilities arising from the size of the training set are studied." @default.
- W1559252580 created "2016-06-24" @default.
- W1559252580 creator A5003351233 @default.
- W1559252580 creator A5055061839 @default.
- W1559252580 creator A5055566909 @default.
- W1559252580 date "2005-01-01" @default.
- W1559252580 modified "2023-09-27" @default.
- W1559252580 title "Classification avec contraintes : problématique et apprentissage d'une règle de décision par SVM" @default.
- W1559252580 cites W1981721425 @default.
- W1559252580 cites W2081337758 @default.
- W1559252580 cites W2119821739 @default.
- W1559252580 cites W2133958955 @default.
- W1559252580 cites W2135346934 @default.
- W1559252580 cites W2139212933 @default.
- W1559252580 hasPublicationYear "2005" @default.
- W1559252580 type Work @default.
- W1559252580 sameAs 1559252580 @default.
- W1559252580 citedByCount "3" @default.
- W1559252580 crossrefType "journal-article" @default.
- W1559252580 hasAuthorship W1559252580A5003351233 @default.
- W1559252580 hasAuthorship W1559252580A5055061839 @default.
- W1559252580 hasAuthorship W1559252580A5055566909 @default.
- W1559252580 hasConcept C105795698 @default.
- W1559252580 hasConcept C126255220 @default.
- W1559252580 hasConcept C150325174 @default.
- W1559252580 hasConcept C154945302 @default.
- W1559252580 hasConcept C177264268 @default.
- W1559252580 hasConcept C188222737 @default.
- W1559252580 hasConcept C199360897 @default.
- W1559252580 hasConcept C2777212361 @default.
- W1559252580 hasConcept C33923547 @default.
- W1559252580 hasConcept C41008148 @default.
- W1559252580 hasConcept C61449625 @default.
- W1559252580 hasConcept C84525736 @default.
- W1559252580 hasConcept C84839998 @default.
- W1559252580 hasConceptScore W1559252580C105795698 @default.
- W1559252580 hasConceptScore W1559252580C126255220 @default.
- W1559252580 hasConceptScore W1559252580C150325174 @default.
- W1559252580 hasConceptScore W1559252580C154945302 @default.
- W1559252580 hasConceptScore W1559252580C177264268 @default.
- W1559252580 hasConceptScore W1559252580C188222737 @default.
- W1559252580 hasConceptScore W1559252580C199360897 @default.
- W1559252580 hasConceptScore W1559252580C2777212361 @default.
- W1559252580 hasConceptScore W1559252580C33923547 @default.
- W1559252580 hasConceptScore W1559252580C41008148 @default.
- W1559252580 hasConceptScore W1559252580C61449625 @default.
- W1559252580 hasConceptScore W1559252580C84525736 @default.
- W1559252580 hasConceptScore W1559252580C84839998 @default.
- W1559252580 hasLocation W15592525801 @default.
- W1559252580 hasOpenAccess W1559252580 @default.
- W1559252580 hasPrimaryLocation W15592525801 @default.
- W1559252580 isParatext "false" @default.
- W1559252580 isRetracted "false" @default.
- W1559252580 magId "1559252580" @default.
- W1559252580 workType "article" @default.