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A Novel Method to Determine Basic Probability Assignment Based on Adaboost and Its Application in Classification

In the framework of evidence theory, one of the open and crucial issues is how to determine the basic probability assignment (BPA), which is directly related to whether the decision result is correct. This paper proposes a novel method for obtaining BPA based on Adaboost. The method uses training da...

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Detalles Bibliográficos
Autores principales: Fu, Wei, Yu, Shuang, Wang, Xin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8305997/
https://www.ncbi.nlm.nih.gov/pubmed/34202212
http://dx.doi.org/10.3390/e23070812