Generalized LARS as an effective feature selection tool for text classification with SVMs
S. Sathiya Keerthi · 2005
In this paper we generalize the LARS feature selection method to the linear SVM model, derive an efficient algorithm for it, and empirically demonstrate its usefulness as a feature selection tool for text classification. 1.