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 …

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 …

management. Experimental results have shown that ensemble of classifiers are often more accurate and robust to the effects of … circumstances. Therefore, more research is needed to evaluate the performance of ensemble algorithms in software defect prediction …. The goal of this paper is to assess the quality of ensemble methods in software defect prediction with the analytic …