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Promoters,DNA regulatory elements,are in charge of the transcription of genes.With the appearance of a large number of genome sequences,it is urgent to use bioinformatics method combining with known experimental data to accurately predict promoters.In this study,we designed a novel sequence-based method for identifying sigma-70 promoters in prokaryo,te through using a novel pseudo nucleotide composition combining with support vector machine (SVM).