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uEFS: An efficient and comprehensive ensemble-based feature selection methodology to select informative features

Feature selection is considered to be one of the most critical methods for choosing appropriate features from a larger set of items. This task requires two basic steps: ranking and filtering. Of these, the former necessitates the ranking of all features, while the latter involves filtering out all i...

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Vydáno v:PLoS One
Hlavní autoři: Ali, Maqbool, Ali, Syed Imran, Kim, Dohyeong, Hur, Taeho, Bang, Jaehun, Lee, Sungyoung, Kang, Byeong Ho, Hussain, Maqbool
Médium: Artigo
Jazyk:Inglês
Vydáno: Public Library of Science 2018
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6112679/
https://ncbi.nlm.nih.gov/pubmed/30153294
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0202705
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