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Table 6 Effect of the exclusion of gene pairs with non-zero 2Hop properties

From: Mining protein networks for synthetic genetic interactions

Across 10 cross-validation runs AUC – Before exclusion AUC – After exclusion
Average 0.797 0.697
Standard Deviation 0.038 0.005
  1. Ten fold cross-validation was carried out with and without excluding gene pairs having non-zero 2Hop properties from training and test sets. In both the cases the classifiers were trained without using 2Hop characteristics.