Table 2 The paired t-test and Wilcoxon signed-rank test P-value between WSMD and the other methods on different evaluation criteria.
From: WSMD: weakly-supervised motif discovery in transcription factor ChIP-seq data
On AUC WSMD w.r.t. | DREME | HOMER | XXmotif | motifRG | DECOD |
|---|---|---|---|---|---|
Paired t-test P-value | 1.85e-42 | 3.19e-23 | 2.61e-24 | 9.19e-30 | 1.61e-23 |
Wilcoxon signed-rank test P-value | 5.30e-24 | 9.08e-23 | 5.80e-24 | 4.96e-24 | 2.07e-23 |
On Fisher’s score WSMD w.r.t. | DREME | HOMER | XXmotif | motifRG | DECOD |
Paired t-test P-value | 3.79e-34 | 5.25e-21 | 7.31e-23 | 2.26e-29 | 5.78e-18 |
Wilcoxon signed-rank test P-value | 7.77e-24 | 9.18e-22 | 7.14e-23 | 1.74e-23 | 3.12e-19 |
On MHG score WSMD w.r.t. | DREME | HOMER | XXmotif | motifRG | DECOD |
Paired t-test P-value | 6.97e-18 | 1.71e-15 | 6.76e-18 | 7.81e-28 | 1.81e-18 |
Wilcoxon signed-rank test P-value | 8.96e-20 | 1.40e-18 | 8.60e-20 | 7.77e-24 | 4.59e-21 |
