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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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Bibliographic Details
Published in:Entropy (Basel)
Main Authors: Kordos, Mirosław, Łapa, Krystian
Format: Artigo
Language:Inglês
Published: MDPI 2018
Subjects:
Online Access: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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