Table 6.
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.