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Any similarity measure that is to be used for similarity-based virtual screening (SBVS) has three principal components: the structure representation,the weighting scheme,and the similarity coefficient [1].The many previous studies of SBVS that have been carried out have demonstrated that effective screening can be achieved using binary fingerprints and the Tanimoto coefficient.