From: Visualizing complex feature interactions and feature sharing in genomic deep neural networks
Top 1 | Top 3 | Top 5 | Ranksum | Wilcoxon | ||||
---|---|---|---|---|---|---|---|---|
TOMTOM P-value | 0.5 | 0.05 | 0.5 | 0.05 | 0.5 | 0.05 | p-values | p-values |
DeepResolve (ours) | 412 | 407 | 421 | 418 | 422 | 421 | N/A | N/A |
DeepLIFT | 418 | 418 | 420 | 420 | 421 | 421 | 0.784 | 0.412 |
Saliency*activation | 404 | 393 | 419 | 419 | 420 | 420 | 7.478×10−7 | 1.049×10−9 |
Saliency | 388 | 377 | 417 | 416 | 420 | 420 | 4.63×10−7 | 4.63×10−15 |
enhanced DeepMotif | 217 | 89 | 310 | 123 | 343 | 147 | N/A | N/A |