no code implementations • 24 Dec 2021 • Chaoxia Yuan, Chao Ying, Zhou Yu, Fang Fang
Support vector machine (SVM) is a powerful classification method that has achieved great success in many fields.
no code implementations • 28 Nov 2019 • Jun Jin, Chao Ying, Zhou Yu
The principal support vector machines method (Li et al., 2011) is a powerful tool for sufficient dimension reduction that replaces original predictors with their low-dimensional linear combinations without loss of information.