Adaptive loss function based least squares one-class support vector machine

Pattern Recognition Letters（2022）

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摘要

•Adaptive loss function based least squares one-class support vector machine is proposed.•Fisher consistency of the adaptive loss function is proved.•Iteratively reweighted least squares (IRLS) method is used to solve the optimization problem.•Efficiency of the proposed method is verified in comparison with its related methods.

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关键词

Least squares one-class support vector machine,One-class classification,One-class support vector machine,Loss function

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