An efficient alternative to SVM based recursive feature elimination with applications in natural language processing and bioinformatics

The SVM based Recursive Feature Elimination (RFE-SVM) algorithm is a popular technique for feature selection, used in natural language processing and bioinformatics. Recently it was demonstrated that a small regularisation constant C can considerably imp