Promoter prediction is an essential task in the research of transcription regulation, but computational prediction of promoters has been one of the most elusive problems despite considerable effort devoted to the study.

• 摘要启动子预测是研究基因转录调控的重要环节，但现有算法的预测正确率偏低。