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14 p, 1.9 MB Label noise in subtype discrimination of class C G protein-coupled receptors : a systematic approach to the analysis of classification errors / König, Caroline (Universitat Politècnica de Catalunya. Departament de Ciències de la Computació) ; Cárdenas, Martha I. (Universitat Politècnica de Catalunya. Departament de Ciències de la Computació) ; Giraldo, Jesús (Universitat Autònoma de Barcelona. Institut de Neurociències) ; Alquézar, René (Universitat Politècnica de Catalunya. Departament de Ciències de la Computació) ; Vellido, Alfredo (Universitat Politècnica de Catalunya. Departament de Llenguatges i Sistemes Informàtics)
Background: The characterization of proteins in families and subfamilies, at different levels, entails the definition and use of class labels. When the adscription of a protein to a family is uncertain, or even wrong, this becomes an instance of what has come to be known as a label noise problem. [...]
2015 - 10.1186/s12859-015-0731-9
BMC bioinformatics, Vol. 16, N. 314 (September 2015) , p. 1-14  
Detailed record - Creative Commons

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