Table 2. Significant GO term result overlaps of the 17 algorithms on the four case studies.
Enrichments only | Corrected | |||||
---|---|---|---|---|---|---|
Average | SD | Average | SD | Down-sampling (5) | SD | |
Two or more methods | ||||||
All results | 58.4% | 9.2% | 52.4% | 5.3% | 24.2% | 10.7% |
Both robust & unique | 37.4% | 17.9% | 29.0% | 8.5% | 15.9% | 8.1% |
Enriched across all studies (union) | ||||||
All results | 37.2% | 4.1% | 97.3% | 1.1% | 58.2% | 22.9% |
Both robust & unique | 29.2% | 4.8% | 91.6% | 4.9% | 48.0% | 7.9% |
Enriched per study (averaged) | ||||||
Both robust & unique | 16.7% | 10% | 30.7% | 26% | 30.5% | 6% |