Sparse Zero-Sum Games as Stable Functional Feature Selection.

In large-scale systems biology applications, features are structured in hidden functional categories whose predictive power is identical. Feature selection, therefore, can lead not only to a problem with a reduced dimensionality, but also reveal some knowledge on functional classes of variables. In...

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Bibliographic Details
Main Authors: Nataliya Sokolovska, Olivier Teytaud, Salwa Rizkalla, MicroObese consortium, Karine Clément, Jean-Daniel Zucker
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2015-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0134683