Abstract Background The prediction of long non-coding RNA (lncRNA) has attracted great attention from researchers, as more and evidence indicate that various complex human diseases are closely related to lncRNAs. In the era bio-med big data, in addition lncRNAs by biological experimental methods, many computational methods based on machine learning have been proposed make better use sequence re...