Matches in SemOpenAlex for { <https://semopenalex.org/work/W4367296082> ?p ?o ?g. }
Showing items 1 to 52 of
52
with 100 items per page.
- W4367296082 abstract "Diversity among the members of classifiers is deemed to be a key point in classifier ensemble. However, there doesn’t exist a widely accepted diversity measure and construct. In this paper, we propose a sample and feature double random construction of training sample variability. A support vector machine is used as the base classifier to construct the difference by distinguishing the regularization term C and the kernel function. Based on the negative correlation theory, the base classifier generalization error and disparity judgment functions are proposed, and the base classifier is integrated by ranking according to the judgment functions, which could achieve a higher accuracy rate by the support vector machine ensemble." @default.
- W4367296082 created "2023-04-29" @default.
- W4367296082 creator A5067855930 @default.
- W4367296082 creator A5072664558 @default.
- W4367296082 date "2023-04-29" @default.
- W4367296082 modified "2023-09-26" @default.
- W4367296082 title "Evaluate the performance of the support vector machines ensemble" @default.
- W4367296082 doi "https://doi.org/10.1117/12.2671159" @default.
- W4367296082 hasPublicationYear "2023" @default.
- W4367296082 type Work @default.
- W4367296082 citedByCount "0" @default.
- W4367296082 crossrefType "proceedings-article" @default.
- W4367296082 hasAuthorship W4367296082A5067855930 @default.
- W4367296082 hasAuthorship W4367296082A5072664558 @default.
- W4367296082 hasConcept C119857082 @default.
- W4367296082 hasConcept C12267149 @default.
- W4367296082 hasConcept C124101348 @default.
- W4367296082 hasConcept C125168437 @default.
- W4367296082 hasConcept C14948415 @default.
- W4367296082 hasConcept C153180895 @default.
- W4367296082 hasConcept C154945302 @default.
- W4367296082 hasConcept C173102733 @default.
- W4367296082 hasConcept C41008148 @default.
- W4367296082 hasConcept C83665646 @default.
- W4367296082 hasConcept C95623464 @default.
- W4367296082 hasConceptScore W4367296082C119857082 @default.
- W4367296082 hasConceptScore W4367296082C12267149 @default.
- W4367296082 hasConceptScore W4367296082C124101348 @default.
- W4367296082 hasConceptScore W4367296082C125168437 @default.
- W4367296082 hasConceptScore W4367296082C14948415 @default.
- W4367296082 hasConceptScore W4367296082C153180895 @default.
- W4367296082 hasConceptScore W4367296082C154945302 @default.
- W4367296082 hasConceptScore W4367296082C173102733 @default.
- W4367296082 hasConceptScore W4367296082C41008148 @default.
- W4367296082 hasConceptScore W4367296082C83665646 @default.
- W4367296082 hasConceptScore W4367296082C95623464 @default.
- W4367296082 hasLocation W43672960821 @default.
- W4367296082 hasOpenAccess W4367296082 @default.
- W4367296082 hasPrimaryLocation W43672960821 @default.
- W4367296082 hasRelatedWork W1555269405 @default.
- W4367296082 hasRelatedWork W2069513923 @default.
- W4367296082 hasRelatedWork W2101819884 @default.
- W4367296082 hasRelatedWork W2120008580 @default.
- W4367296082 hasRelatedWork W2371712871 @default.
- W4367296082 hasRelatedWork W2378824341 @default.
- W4367296082 hasRelatedWork W2386314993 @default.
- W4367296082 hasRelatedWork W2392948601 @default.
- W4367296082 hasRelatedWork W2762336871 @default.
- W4367296082 hasRelatedWork W2187500075 @default.
- W4367296082 isParatext "false" @default.
- W4367296082 isRetracted "false" @default.
- W4367296082 workType "article" @default.