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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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Detalles Bibliográficos
Autores principales: Cao, Jianfang, Wang, Min, Li, Yanfei, Zhang, Qi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6457544/
https://www.ncbi.nlm.nih.gov/pubmed/30970014
http://dx.doi.org/10.1371/journal.pone.0215136