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Background: RNA binding proteins (RBPs) play critical roles in various cellular processes.Computational approaches to identify RBPs have an important guiding role in designing experiments in RBPome.Methods: Integrating physicochemical properties, charge and evolutionary information from protein target sequences, we develop a SVM-based computational method RBPPR-Seq for predicting RNA-binding proteins.