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Comparison of the prediction performance using only the first-stage classifier and both the first- and the second-stage classifiers. The neighboring effect, that is the prediction of PPI site can be improved if we knew whether a site’s neighbors are PPI sites or not, is incorporated in the second-stage classifier.
