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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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Publicado en:PLoS One
Autores principales: Cao, Jianfang, Wang, Min, Li, Yanfei, Zhang, Qi
Formato: Artigo
Lenguaje:Inglês
Publicado: Public Library of Science 2019
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Acceso en línea: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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