Search Results for author: Chao Ying

Found 2 papers, 0 papers with code

Optimal Model Averaging of Support Vector Machines in Diverging Model Spaces

no code implementations24 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.

Model Selection

Distributed estimation of principal support vector machines for sufficient dimension reduction

no code implementations28 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.

Binary Classification Dimensionality Reduction

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