An extension of PPLS-DA for classification and comparison to ordinary PLS-DA.

Classification studies are widely applied, e.g. in biomedical research to classify objects/patients into predefined groups. The goal is to find a classification function/rule which assigns each object/patient to a unique group with the greatest possible accuracy (classification error). Especially in...

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Bibliographic Details
Main Authors: Anna Telaar, Kristian Hovde Liland, Dirk Repsilber, Gerd Nürnberg
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2013-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC3569448?pdf=render