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Table 7 Robustness analysis with respect to addition of random edges to PIN

From: Mining protein networks for synthetic genetic interactions

Number of random edges added to PIN P-value for difference in propensities AUC
250 0.7905 0.8692
500 0.1391 0.8724
750 < 2.2 × 10-16 0.8646
1000 < 2.2 × 10-16 0.8671
  1. Paired sample t-test P-values for the difference in SSL propensities assigned to the test dataset by the SVM before and after adding random edges to the protein interaction network.