Matches in SemOpenAlex for { <https://semopenalex.org/work/W237568973> ?p ?o ?g. }
Showing items 1 to 63 of
63
with 100 items per page.
- W237568973 abstract "Abstract : A wealth of approaches exists to perform classification of items of interest. The goal of fusion techniques is to exploit complementary approaches and merge the information provided by these methods to provide a solution superior than any single method. Associated with choosing a fusion algorithm is the choice of algorithm or algorithms that will be fused. This decision is most often referred to as ensemble selection. Historically classiffier ensemble accuracy has been used to accomplish this task. More recently research has focused on creating and evaluating diversity metrics to more effectively select ensemble members. This research focuses on the use of diversity as an ensemble selection methodology and explores the relationship between ensemble accuracy and diversity. Using a wide range of classification data sets, classification methodologies, and fusion techniques it extends current diversity research by expanding classifier domains before employing fusion methodologies; this is made possible with a unique classification score algorithm developed for this purpose. Correlation and linear regression techniques determine the relationship between examined diversity metrics and accuracy is tenuous and optimal ensemble selection should be based on ensemble accuracy." @default.
- W237568973 created "2016-06-24" @default.
- W237568973 creator A5040503664 @default.
- W237568973 date "2012-03-22" @default.
- W237568973 modified "2023-09-27" @default.
- W237568973 title "The Relationship Between Diversity and Accuracy in Multiple Classifier Systems" @default.
- W237568973 hasPublicationYear "2012" @default.
- W237568973 type Work @default.
- W237568973 sameAs 237568973 @default.
- W237568973 citedByCount "0" @default.
- W237568973 crossrefType "journal-article" @default.
- W237568973 hasAuthorship W237568973A5040503664 @default.
- W237568973 hasConcept C106135958 @default.
- W237568973 hasConcept C119857082 @default.
- W237568973 hasConcept C124101348 @default.
- W237568973 hasConcept C153180895 @default.
- W237568973 hasConcept C154945302 @default.
- W237568973 hasConcept C165696696 @default.
- W237568973 hasConcept C197129107 @default.
- W237568973 hasConcept C23123220 @default.
- W237568973 hasConcept C38652104 @default.
- W237568973 hasConcept C41008148 @default.
- W237568973 hasConcept C45942800 @default.
- W237568973 hasConcept C95623464 @default.
- W237568973 hasConceptScore W237568973C106135958 @default.
- W237568973 hasConceptScore W237568973C119857082 @default.
- W237568973 hasConceptScore W237568973C124101348 @default.
- W237568973 hasConceptScore W237568973C153180895 @default.
- W237568973 hasConceptScore W237568973C154945302 @default.
- W237568973 hasConceptScore W237568973C165696696 @default.
- W237568973 hasConceptScore W237568973C197129107 @default.
- W237568973 hasConceptScore W237568973C23123220 @default.
- W237568973 hasConceptScore W237568973C38652104 @default.
- W237568973 hasConceptScore W237568973C41008148 @default.
- W237568973 hasConceptScore W237568973C45942800 @default.
- W237568973 hasConceptScore W237568973C95623464 @default.
- W237568973 hasLocation W2375689731 @default.
- W237568973 hasOpenAccess W237568973 @default.
- W237568973 hasPrimaryLocation W2375689731 @default.
- W237568973 hasRelatedWork W1508873185 @default.
- W237568973 hasRelatedWork W1563454968 @default.
- W237568973 hasRelatedWork W1617053488 @default.
- W237568973 hasRelatedWork W1988271308 @default.
- W237568973 hasRelatedWork W1992018127 @default.
- W237568973 hasRelatedWork W2063267942 @default.
- W237568973 hasRelatedWork W2072020668 @default.
- W237568973 hasRelatedWork W2094330550 @default.
- W237568973 hasRelatedWork W2112532559 @default.
- W237568973 hasRelatedWork W2125574379 @default.
- W237568973 hasRelatedWork W2324217370 @default.
- W237568973 hasRelatedWork W2388864896 @default.
- W237568973 hasRelatedWork W2782764416 @default.
- W237568973 hasRelatedWork W2790729201 @default.
- W237568973 hasRelatedWork W2796440329 @default.
- W237568973 hasRelatedWork W2888982955 @default.
- W237568973 hasRelatedWork W2908530137 @default.
- W237568973 hasRelatedWork W2964375990 @default.
- W237568973 hasRelatedWork W1608724233 @default.
- W237568973 hasRelatedWork W1761681184 @default.
- W237568973 isParatext "false" @default.
- W237568973 isRetracted "false" @default.
- W237568973 magId "237568973" @default.
- W237568973 workType "article" @default.