Learning rates for classification with Gaussian kernels

Shao-Bo Lin, Jinshan Zeng, Xiangyu Chang

This paper aims at refined error analysis for binary classification using support vector machine (SVM) with Gaussian kernel and convex loss. Our first result shows that for some lo…