From: Flimma: a federated and privacy-aware tool for differential gene expression analysis
 | F1 | FP | FN | ||||||
---|---|---|---|---|---|---|---|---|---|
Scenario | Balanced | Mildly imbalanced | Strongly imbalanced | Balanced | Mildly imbalanced | Strongly imbalanced | Balanced | Mildly imbalanced | Strongly imbalanced |
Flimma | 1.00 | 1.00 | 1.00 | 0 | 0 | 0 | 0 | 0 | 0 |
Fisher | 0.99 | 0.91 | 0.83 | 4 | 32 | 67 | 0 | 18 | 33 |
Stouffer | 0.99 | 0.91 | 0.83 | 4 | 32 | 67 | 0 | 18 | 33 |
REM | 0.99 | 0.95 | 0.94 | 4 | 15 | 21 | 2 | 14 | 12 |
RankProd | 0.99 | 0.91 | 0.83 | 4 | 32 | 67 | 0 | 18 | 33 |