Table 1. AUC results of our method, CENTDIST, CEAS, and CORE_TF on three ChIP-seq datasets with size more than 20000 peak points.
Our method | CENTDIST | CORE_TF promBGa |
CORE_TF randBGb |
CEASc |
|||||||
---|---|---|---|---|---|---|---|---|---|---|---|
200 | 400 | 1000 | 200 | 400 | 1000 | 200 | 400 | 1000 | |||
ESRRB | 0.8892 | 0.7869 | 0.6373 | 0.6627 | 0.6065 | 0.5359 | 0.5451 | 0.6183 | 0.6203 | 0.6072 | 0.6111 |
E2F1 | 0.8828 | 0.8761 | 0.8202 | 0.7966 | 0.7758 | 0.8076 | 0.7862 | 0.7303 | 0.5789 | 0.5625 | 0.5746 |
TCFCP | 0.8437 | 0.9072 | 0.6889 | 0.6719 | 0.5386 | 0.6627 | 0.6484 | 0.6641 | 0.6333 | 0.6144 | 0.6105 |
aCORE_TF promBG under promoter background uses enriched regions with size 200, 400 and 1000.
bCORE_TF randBG under random genome background uses enriched regions with size 200, 400 and 1000.
cCEAS uses enriched regions with size 200, 400 and 1000.