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To avoid the “over-fitting” problem in protein function prediction based on protein-protein interactions (PPI), we propose a pattern recognition strategy that all the features of PPI observation data are divided into three sets, training set, learning set and testing set. The employed classifiers are trained on training sets, the receiver operating characteristic (ROC) curve and optimal operating...
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