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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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Bibliografiske detaljer
Udgivet i:PLoS One
Main Authors: Cao, Jianfang, Wang, Min, Li, Yanfei, Zhang, Qi
Format: Artigo
Sprog:Inglês
Udgivet: Public Library of Science 2019
Fag:
Online adgang: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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