Prediction of backbone dihedral angles and protein secondary structure using support vector machines |
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Authors: | Petros Kountouris and Jonathan D Hirst |
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Affiliation: | (1) School of Chemistry, University of Nottingham, University Park, Nottingham NG7 2RD, UK |
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Abstract: | Background The prediction of the secondary structure of a protein is a critical step in the prediction of its tertiary structure and, potentially, its function. Moreover, the backbone dihedral angles, highly correlated with secondary structures, provide crucial information about the local three-dimensional structure. |
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