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 | 1.00 | 0.92 | 0.93 | 14 | 248 | 192 | 8 | 290 | 265 |
Stouffer | 1.00 | 0.92 | 0.93 | 14 | 245 | 189 | 9 | 290 | 265 |
REM | 1.00 | 0.97 | 0.95 | 12 | 80 | 121 | 17 | 119 | 215 |
RankProd | 1.00 | 0.92 | 0.93 | 14 | 243 | 193 | 12 | 295 | 274 |