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Multi-Objective Evolutionary Instance Selection for Regression Tasks

The purpose of instance selection is to reduce the data size while preserving as much useful information stored in the data as possible and detecting and removing the erroneous and redundant information. In this work, we analyze instance selection in regression tasks and apply the NSGA-II multi-obje...

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Detalhes bibliográficos
Publicado no:Entropy (Basel)
Main Authors: Kordos, Mirosław, Łapa, Krystian
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7512309/
https://ncbi.nlm.nih.gov/pubmed/33265835
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e20100746
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