Matches in SemOpenAlex for { <https://semopenalex.org/work/W13771663> ?p ?o ?g. }
Showing items 1 to 87 of
87
with 100 items per page.
- W13771663 endingPage "108" @default.
- W13771663 startingPage "99" @default.
- W13771663 abstract "The main advantage of the kernel methods is the possibility of using linear models in a nonlinear subspace by an implicit transformation of patterns to a high-dimensional feature space without computing their images directly. An appropriately constructed kernel results in a model that fits well to the structure underlying data and doesn’t over-fit to the sample. Recent state-of-the-art kernel evaluation measures are examined in this paper and their application in kernel optimization is verified. Alternative evaluation measures that outperform presented methods are proposed.Optimization leveraging these measures results in parameters corresponding to the classifiers that achieve minimal error rate for RBF kernel." @default.
- W13771663 created "2016-06-24" @default.
- W13771663 creator A5063903929 @default.
- W13771663 date "2011-01-01" @default.
- W13771663 modified "2023-09-25" @default.
- W13771663 title "Radial Basis Function Kernel Optimization for Pattern Classification" @default.
- W13771663 cites W1563088657 @default.
- W13771663 cites W2113448010 @default.
- W13771663 cites W2118439480 @default.
- W13771663 cites W2139212933 @default.
- W13771663 cites W2140389641 @default.
- W13771663 doi "https://doi.org/10.1007/978-3-642-20320-6_11" @default.
- W13771663 hasPublicationYear "2011" @default.
- W13771663 type Work @default.
- W13771663 sameAs 13771663 @default.
- W13771663 citedByCount "5" @default.
- W13771663 countsByYear W137716632013 @default.
- W13771663 countsByYear W137716632019 @default.
- W13771663 countsByYear W137716632020 @default.
- W13771663 countsByYear W137716632023 @default.
- W13771663 crossrefType "book-chapter" @default.
- W13771663 hasAuthorship W13771663A5063903929 @default.
- W13771663 hasConcept C104317684 @default.
- W13771663 hasConcept C11413529 @default.
- W13771663 hasConcept C114614502 @default.
- W13771663 hasConcept C122280245 @default.
- W13771663 hasConcept C12267149 @default.
- W13771663 hasConcept C126255220 @default.
- W13771663 hasConcept C134517425 @default.
- W13771663 hasConcept C140417398 @default.
- W13771663 hasConcept C153180895 @default.
- W13771663 hasConcept C154945302 @default.
- W13771663 hasConcept C160446489 @default.
- W13771663 hasConcept C182335926 @default.
- W13771663 hasConcept C185592680 @default.
- W13771663 hasConcept C195699287 @default.
- W13771663 hasConcept C204241405 @default.
- W13771663 hasConcept C32834561 @default.
- W13771663 hasConcept C33923547 @default.
- W13771663 hasConcept C41008148 @default.
- W13771663 hasConcept C50644808 @default.
- W13771663 hasConcept C55493867 @default.
- W13771663 hasConcept C74193536 @default.
- W13771663 hasConcept C75866337 @default.
- W13771663 hasConcept C98856871 @default.
- W13771663 hasConceptScore W13771663C104317684 @default.
- W13771663 hasConceptScore W13771663C11413529 @default.
- W13771663 hasConceptScore W13771663C114614502 @default.
- W13771663 hasConceptScore W13771663C122280245 @default.
- W13771663 hasConceptScore W13771663C12267149 @default.
- W13771663 hasConceptScore W13771663C126255220 @default.
- W13771663 hasConceptScore W13771663C134517425 @default.
- W13771663 hasConceptScore W13771663C140417398 @default.
- W13771663 hasConceptScore W13771663C153180895 @default.
- W13771663 hasConceptScore W13771663C154945302 @default.
- W13771663 hasConceptScore W13771663C160446489 @default.
- W13771663 hasConceptScore W13771663C182335926 @default.
- W13771663 hasConceptScore W13771663C185592680 @default.
- W13771663 hasConceptScore W13771663C195699287 @default.
- W13771663 hasConceptScore W13771663C204241405 @default.
- W13771663 hasConceptScore W13771663C32834561 @default.
- W13771663 hasConceptScore W13771663C33923547 @default.
- W13771663 hasConceptScore W13771663C41008148 @default.
- W13771663 hasConceptScore W13771663C50644808 @default.
- W13771663 hasConceptScore W13771663C55493867 @default.
- W13771663 hasConceptScore W13771663C74193536 @default.
- W13771663 hasConceptScore W13771663C75866337 @default.
- W13771663 hasConceptScore W13771663C98856871 @default.
- W13771663 hasLocation W137716631 @default.
- W13771663 hasOpenAccess W13771663 @default.
- W13771663 hasPrimaryLocation W137716631 @default.
- W13771663 hasRelatedWork W1558903433 @default.
- W13771663 hasRelatedWork W2027376491 @default.
- W13771663 hasRelatedWork W2090258569 @default.
- W13771663 hasRelatedWork W2102555169 @default.
- W13771663 hasRelatedWork W2121506664 @default.
- W13771663 hasRelatedWork W2165943697 @default.
- W13771663 hasRelatedWork W2168277226 @default.
- W13771663 hasRelatedWork W2172074315 @default.
- W13771663 hasRelatedWork W2779223771 @default.
- W13771663 hasRelatedWork W4211002245 @default.
- W13771663 isParatext "false" @default.
- W13771663 isRetracted "false" @default.
- W13771663 magId "13771663" @default.
- W13771663 workType "book-chapter" @default.