DCS-SOCP-SVM: A Novel Integrated Sampling and Classification Algorithm for Imbalanced Datasets
Xuewen Mu, Bingcong Zhao · Computers, materials & continua/Computers, materials & continua (Print) · 2025
When dealing with imbalanced datasets, the traditional support vector machine (SVM) tends to produce a classification hyperplane that is biased towards the majority class, which exhibits poor robustness. This paper proposes a... | Find, read and cite all the research you need on Tech Science Press