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Label noise in subtype discrimination of class C G protein-coupled receptors: A systematic approach to the analysis of classification errors

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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. |