Matches in SemOpenAlex for { <https://semopenalex.org/work/W2507660892> ?p ?o ?g. }
Showing items 1 to 87 of
87
with 100 items per page.
- W2507660892 abstract "When dealing with multiclass problems, the most used approach is the one based on multiple binary classifiers. This approach consists of employing class binarization techniques which transforms the multiclass problem into a series of binary problems which are solved individually. Then, the resultant predictions are combined to obtain a final solution. A question arises: should the same classification algorithm be used on all binary subproblems? Or should each subproblem be tuned independently? This paper proposes a method to select a different classifier in each binary subproblem—following the one-versus-one strategy—based on the analysis of the theoretical complexity of each subproblem. The experimental results on 12 real world datasets corroborate the adequacy of the proposal when the subproblems have different structure." @default.
- W2507660892 created "2016-09-16" @default.
- W2507660892 creator A5042436168 @default.
- W2507660892 creator A5048207145 @default.
- W2507660892 creator A5075460760 @default.
- W2507660892 date "2016-01-01" @default.
- W2507660892 modified "2023-09-29" @default.
- W2507660892 title "Selection of the Best Base Classifier in One-Versus-One Using Data Complexity Measures" @default.
- W2507660892 cites W2052003713 @default.
- W2507660892 cites W2066496894 @default.
- W2507660892 cites W2078772598 @default.
- W2507660892 cites W2082618012 @default.
- W2507660892 cites W2133990480 @default.
- W2507660892 cites W2146194630 @default.
- W2507660892 cites W221907271 @default.
- W2507660892 cites W2412267538 @default.
- W2507660892 doi "https://doi.org/10.1007/978-3-319-44636-3_11" @default.
- W2507660892 hasPublicationYear "2016" @default.
- W2507660892 type Work @default.
- W2507660892 sameAs 2507660892 @default.
- W2507660892 citedByCount "1" @default.
- W2507660892 countsByYear W25076608922017 @default.
- W2507660892 crossrefType "book-chapter" @default.
- W2507660892 hasAuthorship W2507660892A5042436168 @default.
- W2507660892 hasAuthorship W2507660892A5048207145 @default.
- W2507660892 hasAuthorship W2507660892A5075460760 @default.
- W2507660892 hasConcept C11413529 @default.
- W2507660892 hasConcept C119857082 @default.
- W2507660892 hasConcept C12267149 @default.
- W2507660892 hasConcept C123860398 @default.
- W2507660892 hasConcept C124101348 @default.
- W2507660892 hasConcept C134306372 @default.
- W2507660892 hasConcept C153180895 @default.
- W2507660892 hasConcept C154945302 @default.
- W2507660892 hasConcept C2779190172 @default.
- W2507660892 hasConcept C33923547 @default.
- W2507660892 hasConcept C41008148 @default.
- W2507660892 hasConcept C42058472 @default.
- W2507660892 hasConcept C48372109 @default.
- W2507660892 hasConcept C66905080 @default.
- W2507660892 hasConcept C81917197 @default.
- W2507660892 hasConcept C94375191 @default.
- W2507660892 hasConcept C95623464 @default.
- W2507660892 hasConceptScore W2507660892C11413529 @default.
- W2507660892 hasConceptScore W2507660892C119857082 @default.
- W2507660892 hasConceptScore W2507660892C12267149 @default.
- W2507660892 hasConceptScore W2507660892C123860398 @default.
- W2507660892 hasConceptScore W2507660892C124101348 @default.
- W2507660892 hasConceptScore W2507660892C134306372 @default.
- W2507660892 hasConceptScore W2507660892C153180895 @default.
- W2507660892 hasConceptScore W2507660892C154945302 @default.
- W2507660892 hasConceptScore W2507660892C2779190172 @default.
- W2507660892 hasConceptScore W2507660892C33923547 @default.
- W2507660892 hasConceptScore W2507660892C41008148 @default.
- W2507660892 hasConceptScore W2507660892C42058472 @default.
- W2507660892 hasConceptScore W2507660892C48372109 @default.
- W2507660892 hasConceptScore W2507660892C66905080 @default.
- W2507660892 hasConceptScore W2507660892C81917197 @default.
- W2507660892 hasConceptScore W2507660892C94375191 @default.
- W2507660892 hasConceptScore W2507660892C95623464 @default.
- W2507660892 hasLocation W25076608921 @default.
- W2507660892 hasOpenAccess W2507660892 @default.
- W2507660892 hasPrimaryLocation W25076608921 @default.
- W2507660892 hasRelatedWork W118402952 @default.
- W2507660892 hasRelatedWork W1584096808 @default.
- W2507660892 hasRelatedWork W1965834201 @default.
- W2507660892 hasRelatedWork W1971860594 @default.
- W2507660892 hasRelatedWork W2020078802 @default.
- W2507660892 hasRelatedWork W2045636756 @default.
- W2507660892 hasRelatedWork W2073473340 @default.
- W2507660892 hasRelatedWork W2090507524 @default.
- W2507660892 hasRelatedWork W2222595446 @default.
- W2507660892 hasRelatedWork W2585245087 @default.
- W2507660892 hasRelatedWork W2741602003 @default.
- W2507660892 hasRelatedWork W2952564675 @default.
- W2507660892 hasRelatedWork W2976818315 @default.
- W2507660892 hasRelatedWork W3030885436 @default.
- W2507660892 hasRelatedWork W3148815629 @default.
- W2507660892 hasRelatedWork W3156408242 @default.
- W2507660892 hasRelatedWork W3163484984 @default.
- W2507660892 hasRelatedWork W4225707850 @default.
- W2507660892 hasRelatedWork W73346691 @default.
- W2507660892 hasRelatedWork W225270540 @default.
- W2507660892 isParatext "false" @default.
- W2507660892 isRetracted "false" @default.
- W2507660892 magId "2507660892" @default.
- W2507660892 workType "book-chapter" @default.