Improving the Performance of SVM-RFE to Select Genes in Microarray Data

摘要

BackgroundRecursive Feature Elimination is a common and well-studied method for reducing the number of attributes used for further analysis or development of prediction models. The effectiveness of the RFE algorithm is generally considered excellent, but the primary obstacle in using it is the amount of computational power required.