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Table 4 F1 score, the number of false positives (FP), and the number of false negatives (FN) obtained on GTEx skin dataset in three scenarios. Values corresponding to the best performance over all methods are italicized. All calculated performance measures are reported in Additional file 3: Table S3

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