Table 5 Characterization of each method's performances
| a2.fixed |
faeri. fixed.null |
faeri. fixed.perms |
GSA. mean* |
GSA. absmean* |
GSA. maxmean* |
Globaltest. asymptotic |
Globaltest. gamma |
Globaltest. perm |
Gsea. pval |
Gsea. fdr |
Samgs. pval | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 100% uni | 100% | 99% | 99% | 57% | 62% | 56% | 97% | 99% | 98% | 99% | 88% | 99% |
| 50% uni | 94% | 87% | 89% | 50% | 51% | 50% | 71% | 9'% | 92% | 71% | 62% | 90% |
| 100%uni + cor | 94% | 84% | 85% | 50% | 51% | 51% | 60% | 67% | 62% | 58% | 51% | 61% |
| 50%uni + cor | 82% | 76% | 77% | 50% | 50% | 50% | 59% | 65% | 62% | 56% | 57% | 61% |
| 100% bidir | 50% | 100% | 100% | 50% | 83% | 70% | 100% | 100% | 100% | 55% | 50% | 100% |
| 50% bidir | 50% | 97% | 97% | 50% | 53% | 51% | 96% | 100% | 100% | 50% | 50% | 100% |
| 100% bidir + cor | 50% | 94% | 94% | 50% | 55% | 54% | 69% | 75% | 71% | 58% | 54% | 71% |
| 50% bidir + cor | 50% | 87% | 88% | 50% | 51% | 50% | 68% | 75% | 71% | 51% | 50% | 70% |
| Mean | 71% | 90% | 91% | 51% | 57% | 54% | 77% | 84% | 82% | 62% | 58% | 81% |
| Rank | 7 | 2 | 1 | 12 | 10 | 11 | 6 | 3 | 4 | 8 | 9 | 5 |