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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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Bibliografski detalji
Izdano u:Entropy (Basel)
Glavni autori: Kordos, Mirosław, Łapa, Krystian
Format: Artigo
Jezik:Inglês
Izdano: MDPI 2018
Teme:
Online pristup: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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