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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...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:Entropy (Basel)
Egile Nagusiak: Kordos, Mirosław, Łapa, Krystian
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: MDPI 2018
Gaiak:
Sarrera elektronikoa: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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