Xinlong Jiang

Online Support Vector Machine with a Single Pass for Streaming Data

2022 · Mathematics

In this paper, we focus on training a support vector machine (SVM) online with a single pass over streaming data.Traditional batch-mode SVMs require previously prepared training data; these models may be unsuitable for streaming data …