The Utilization of Partial Least Squares for Simultaneous Feature Selection and Extraction

Several works concerning the utilization of Partial Least Squares as a supervised dimension reduction technique have been developed over the years in the field of chemometrics, among others, for regression purposes. However, Partial Least Squares can be a challenging procedure especially in the cas...

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Bibliographic Details
Main Authors: Elisavet Beki, Ntotsis Kimon
Format: Article
Language:English
Published: Instituto Nacional de Estatística | Statistics Portugal 2025-08-01
Series:Revstat Statistical Journal
Subjects:
Online Access:https://revstat.ine.pt/index.php/REVSTAT/article/view/498
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