Table 6. P-Values of a Pairwise Wilcoxon Signed-Rank Test for AUC Results, Comparing All Three Similarity Methods (GED-Based, FP-Based, and SED-Based)a.
ULS-UDS |
GLL&GDD |
|||||
---|---|---|---|---|---|---|
SED | FP | GED | SED | FP | GED | |
SED | 0.273322 | 0.0678892 | 4.26037 × 10–08* | 3.34327 × 10–12* | ||
FP | 0.273322 | 0.465209 | 4.26037 × 10–08* | 0.0018207* | ||
GED | 0.0678892 | 0.465209 | 3.34327 × 10–12* | 0.0018207* |
CAPST |
MUV |
|||||
---|---|---|---|---|---|---|
SED | FP | GED | SED | FP | GED | |
SED | 0.0678892 | 0.0678892 | 0.000351533* | 0.00748178* | ||
FP | 0.0678892 | 0.465209 | 0.000351533* | 0.0615039 | ||
GED | 0.0678892 | 0.465209 | 0.00748178* | 0.0615039 |
DUD-E |
NRLiSt_BDB |
|||||
---|---|---|---|---|---|---|
SED | FP | GED | SED | FP | GED | |
SED | 0.109745 | 0.00768579* | 0.0520334 | 3.02696 × 10–05* | ||
FP | 0.109745 | 0.00768579* | 0.0520334 | 0.00167307* | ||
GED | 0.00768579* | 0.00768579* | 3.02696 × 10–05* | 0.00167307* |
The test is done using all targets separated by datasets. Here, a confidence level of α = 0.05 is used, so p-values lower than α indicate statistically significant differences, which are marked with an asterisk (*) in the table.