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. 2008 Oct 9;9:426. doi: 10.1186/1471-2105-9-426

Table 6.

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

Across 10 cross-validation runs AUC – Before exclusion AUC – After exclusion
Average 0.797 0.697
Standard Deviation 0.038 0.005

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.