ECFS-DEA: An ensemble classifier-based feature selection for differential expression analysis on expression profiles

Various methods for differential expression analysis have been widely used to identify features which best distinguish between different categories of samples. Multiple hypothesis testing may leave out explanatory features, each of which may be composed of individually insignificant variables.