We propose a new ensemble classification algorithm, named super random subspace ensemble (Super RaSE), to tackle the … sparse classification problem. The proposed algorithm is motivated by the random subspace ensemble algorithm (RaSE). The RaSE … method was shown to be a flexible framework that can be coupled with any existing base classification. However, the success …

classification technique (conditional inference tree and random forest) to decipher the relevance and relative importance of various …