Dimension Reduction of High-Dimensional Datasets Based on Stepwise SVM

Elizabeth P. Chou, Tzu-Wei Ko

The current study proposes a dimension reduction method, stepwise support vector machine (SVM), to reduce the dimensions of large p small n datasets. The proposed method is compare…