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Performance of the methods. (a) Precision and recall for each method using leave-one-out cross-validation on the HPRD network. The random walk methods individually perform the best, followed by the clustering and neighborhood approaches. The consensus method, which combines predictions made by all methods using a Random Forest classifier, outperforms all other methods. (b) A magnification of the dashed region corresponding to the clustering methods.
