Table 1. Comparison of AUC test of GGA and MDS methods by insertion noise.
Ins Ratio | 1 | 2 | 4 | 6 | |
CS | GGA-method | 0.9538 | 0.9375 | 0.8964 | 0.8583 |
MDS-method | 0.7106 | 0.7021 | 0.4793 | 0.4580 | |
Y2 | GGA-method | 0.8470 | 0.8013 | 0.7743 | 0.7482 |
MDS-method | 0.7100 | 0.6040 | 0.4276 | 0.4196 | |
VM | GGA-method | 0.9480 | 0.8956 | 0.8636 | 0.8347 |
MDS-method | 0.7099 | 0.6807 | 0.6913 | 0.6137 |
AUC values are computed for both methods under certain level of insertions of false positive PPIs in the original network. ‘Ins Ratio’ indicates the ratio between inserted false PPIs and the number of PPIs in the original network and corresponding AUC values are filled in the table.