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Listar por palabra clave "LASSO"

RiuNet: Repositorio Institucional de la Universidad Politécnica de Valencia

Listar por palabra clave "LASSO"

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    Sparse N-way Partial Least Squares by L1-penalization 
    Hervás-Marín, David; Prats-Montalbán, José Manuel; Garcia-Cañaveras, J.C.; Lahoz Rodríguez, Agustín Gerardo; Ferrer, Alberto (Elsevier, 2019)
    [EN] N-PLS, as the natural extension of PLS to N-way structures, tries to maximize the covariance between an X and a Y N-way data arrays. It provides a useful framework for fitting prediction models to N-way data. However, ...
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    Sparse N-way partial least squares with R package sNPLS 
    Hervás-Marín, David; Prats-Montalbán, José Manuel; Lahoz Rodríguez, Agustín Gerardo; Ferrer, Alberto (Elsevier, 2018)
    [EN] We introduce the R package sNPLS that performs N-way partial least squares (N-PLS) regression and Sparse (L1-penalized) N-PLS regression in three-way arrays. N-PLS regression is superior to other methods for three-way ...