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 se...

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Detalles Bibliográficos
Autores Principales: Caicedo Dorado, Alexander, Varon, Carolina, Van Huffel, Sabine, Suykens, Johan A. K.
Formato: Artículo (Article)
Lenguaje:Inglés (English)
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://repository.urosario.edu.co/handle/10336/22835
https://doi.org/10.1371/journal.pone.0217967