Tag: rhpsvm

Support Vector Machine Classifier with Rescaled Huberized Pinball Loss arXiv:2511.22065v1 Announce Type: new Abstract: Support vector machines are widely used in machine learning classification tasks, but traditional SVM models suffer from sensitivity to outliers and instability in resampling, which limits their performance in practical applications. To address these issues, this paper proposes a novel rescaled…