Table 4.
Pairwise Wilcoxon tests on AUPRCs of different methods
| gkmSVM | 4conv2pool | 4conv2pool4norm | 4conv | 6conv3pool | 6conv3pool6norm | |
|---|---|---|---|---|---|---|
| gkmSVM | – | 5.1e-3 | 5.1e-3 | 6.5e-1 | 5.8e-1 | 5.1e-3 |
| 4conv2pool | – | – | 2.8e-1 | 5.1e-3 | 5.1e-3 | 5.1e-3 |
| 4conv2pool4norm | – | – | – | 5.1e-3 | 5.1e-3 | 5.1e-2 |
| 4conv | – | – | – | – | 4.4e-1 | 5.1e-3 |
| 6conv3pool | – | – | – | – | – | 9.3e-3 |
| 6conv3pool6norm | – | – | – | – | – | – |
We perform pairwise Wilcoxon tests on AUPRCs of the six methods. Tests are conducted with the alternative hypothesis that the AUPRCs of two methods are different in their medians. Small p-values indicate that two methods have different performance