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. 2017 Dec 1;18(Suppl 13):478. doi: 10.1186/s12859-017-1878-3

Table 3.

Pairwise Wilcoxon tests on AUROCs of different methods

gkmSVM 4conv2pool 4conv2pool4norm 4conv 6conv3pool 6conv3pool6norm
gkmSVM 5.1e-3 5.1e-3 5.1e-3 5.1e-3 5.1e-3
4conv2pool 4.6e-2 5.1e-3 5.1e-3 9.6e-1
4conv2pool4norm 5.1e-3 5.1e-3 2.8e-2
4conv 2.4e-1 5.1e-3
6conv3pool 6.9e-3
6conv3pool6norm

We perform pairwise Wilcoxon tests on AUROCs of the six methods. Tests are conducted with the alternative hypothesis that the AUROCs of two methods are different in their medians. Small p-values indicate that two methods have different performance