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Constructing Better Classifier Ensemble Based on Weighted Accuracy and Diversity Measure
A weighted accuracy and diversity (WAD) method is presented, a novel measure used to evaluate the quality of the classifier ensemble, assisting in the ensemble selection task. The proposed measure is motivated by a commonly accepted hypothesis; that is, a robust classifier ensemble should not only b...
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| Main Authors: | , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Hindawi Publishing Corporation
2014
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3925515/ https://ncbi.nlm.nih.gov/pubmed/24672402 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2014/961747 |
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