Matches in SemOpenAlex for { <https://semopenalex.org/work/W2377765440> ?p ?o ?g. }
Showing items 1 to 71 of
71
with 100 items per page.
- W2377765440 abstract "As a support vector machine(SVM) is determined only by support vectors(SVs),which are a part of edge samples,its generalization ability may be decreased if the noise is too much or outlier samples are too many,especially the samples from different classes are intermixed excessively.In order to improve generalization performance of the SVM,a method of pruning edge samples is presented.Firstly,some edge samples near to the optimal hyperplane are extracted,including SVs likely.Secondly,these samples are pruned with the RemoveOnly algorithm.Lastly,these pruned edge samples are trained.Experiments show that pruning can partly improve generalization performance of the SVM." @default.
- W2377765440 created "2016-06-24" @default.
- W2377765440 creator A5028401282 @default.
- W2377765440 date "2006-01-01" @default.
- W2377765440 modified "2023-09-26" @default.
- W2377765440 title "A method of pruning edge samples for support vector machines" @default.
- W2377765440 hasPublicationYear "2006" @default.
- W2377765440 type Work @default.
- W2377765440 sameAs 2377765440 @default.
- W2377765440 citedByCount "1" @default.
- W2377765440 crossrefType "journal-article" @default.
- W2377765440 hasAuthorship W2377765440A5028401282 @default.
- W2377765440 hasConcept C108010975 @default.
- W2377765440 hasConcept C114614502 @default.
- W2377765440 hasConcept C115961682 @default.
- W2377765440 hasConcept C12267149 @default.
- W2377765440 hasConcept C134306372 @default.
- W2377765440 hasConcept C153180895 @default.
- W2377765440 hasConcept C154945302 @default.
- W2377765440 hasConcept C162307627 @default.
- W2377765440 hasConcept C177148314 @default.
- W2377765440 hasConcept C33923547 @default.
- W2377765440 hasConcept C41008148 @default.
- W2377765440 hasConcept C6557445 @default.
- W2377765440 hasConcept C68693459 @default.
- W2377765440 hasConcept C79337645 @default.
- W2377765440 hasConcept C86803240 @default.
- W2377765440 hasConcept C99498987 @default.
- W2377765440 hasConceptScore W2377765440C108010975 @default.
- W2377765440 hasConceptScore W2377765440C114614502 @default.
- W2377765440 hasConceptScore W2377765440C115961682 @default.
- W2377765440 hasConceptScore W2377765440C12267149 @default.
- W2377765440 hasConceptScore W2377765440C134306372 @default.
- W2377765440 hasConceptScore W2377765440C153180895 @default.
- W2377765440 hasConceptScore W2377765440C154945302 @default.
- W2377765440 hasConceptScore W2377765440C162307627 @default.
- W2377765440 hasConceptScore W2377765440C177148314 @default.
- W2377765440 hasConceptScore W2377765440C33923547 @default.
- W2377765440 hasConceptScore W2377765440C41008148 @default.
- W2377765440 hasConceptScore W2377765440C6557445 @default.
- W2377765440 hasConceptScore W2377765440C68693459 @default.
- W2377765440 hasConceptScore W2377765440C79337645 @default.
- W2377765440 hasConceptScore W2377765440C86803240 @default.
- W2377765440 hasConceptScore W2377765440C99498987 @default.
- W2377765440 hasLocation W23777654401 @default.
- W2377765440 hasOpenAccess W2377765440 @default.
- W2377765440 hasPrimaryLocation W23777654401 @default.
- W2377765440 hasRelatedWork W1511988855 @default.
- W2377765440 hasRelatedWork W1570384134 @default.
- W2377765440 hasRelatedWork W173749343 @default.
- W2377765440 hasRelatedWork W188807669 @default.
- W2377765440 hasRelatedWork W1997379817 @default.
- W2377765440 hasRelatedWork W2090763504 @default.
- W2377765440 hasRelatedWork W2115261600 @default.
- W2377765440 hasRelatedWork W2143631886 @default.
- W2377765440 hasRelatedWork W2162435043 @default.
- W2377765440 hasRelatedWork W2358667955 @default.
- W2377765440 hasRelatedWork W2360277876 @default.
- W2377765440 hasRelatedWork W2364385512 @default.
- W2377765440 hasRelatedWork W2365182035 @default.
- W2377765440 hasRelatedWork W2379881450 @default.
- W2377765440 hasRelatedWork W2384520663 @default.
- W2377765440 hasRelatedWork W2392574027 @default.
- W2377765440 hasRelatedWork W2775283226 @default.
- W2377765440 hasRelatedWork W2921372666 @default.
- W2377765440 hasRelatedWork W184442817 @default.
- W2377765440 hasRelatedWork W2149481084 @default.
- W2377765440 isParatext "false" @default.
- W2377765440 isRetracted "false" @default.
- W2377765440 magId "2377765440" @default.
- W2377765440 workType "article" @default.