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Improved support vector machine classification algorithm based on adaptive feature weight updating in the Hadoop cluster environment

An image classification algorithm based on adaptive feature weight updating is proposed to address the low classification accuracy of the current single-feature classification algorithms and simple multifeature fusion algorithms. The MapReduce parallel programming model on the Hadoop platform is use...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Cao, Jianfang, Wang, Min, Li, Yanfei, Zhang, Qi
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6457544/
https://ncbi.nlm.nih.gov/pubmed/30970014
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0215136
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