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Multiobjective Optimization for Model Selection in Kernel Methods in Regression

Regression plays a major role in many scientific and engineering problems. The goal of regression is to learn the unknown underlying function from a set of sample vectors with known outcomes. In recent years, kernel methods in regression have facilitated the estimation of nonlinear functions. Howeve...

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Bibliografski detalji
Izdano u:IEEE Trans Neural Netw Learn Syst
Glavni autori: You, Di, Benitez-Quiroz, C. Fabian, Martinez, Aleix M.
Format: Artigo
Jezik:Inglês
Izdano: 2014
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC4841500/
https://ncbi.nlm.nih.gov/pubmed/25291740
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TNNLS.2013.2297686
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