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Functional form estimation using oblique projection matrices for LS-SVM regression models

Kernel regression models have been used as non-parametric methods for fitting experimental data. However, due to their non-parametric nature, they belong to the so-called “black box” models, indicating that the relation between the input variables and the output, depending on the kernel selection, i...

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Podrobná bibliografie
Vydáno v:PLoS One
Hlavní autoři: Caicedo, Alexander, Varon, Carolina, Van Huffel, Sabine, Suykens, Johan A. K.
Médium: Artigo
Jazyk:Inglês
Vydáno: Public Library of Science 2019
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6555528/
https://ncbi.nlm.nih.gov/pubmed/31173619
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0217967
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