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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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Sonraí Bibleagrafaíochta
Foilsithe in:Entropy (Basel)
Main Authors: Kordos, Mirosław, Łapa, Krystian
Formáid: Artigo
Teanga:Inglês
Foilsithe: MDPI 2018
Ábhair:
Rochtain Ar Líne: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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