Population-Guided Large Margin Classifier for High-Dimension Low -Sample-Size Problems

Qingbo Yin, Ehsan Adeli, Liran Shen +1

Various applications in different fields, such as gene expression analysis or computer vision, suffer from data sets with high-dimensional low-sample-size (HDLSS), which has posed…