Online support vector machine with a single pass for streaming data

HIGHLIGHTS

• who: Lisha Hu and colleagues from the Institute of Information Technology, Hebei University of Economics and Business, Shijiazhuang, China have published the Article: Online Support Vector Machine with a Single Pass for Streaming Data, in the Journal: Mathematics 2022, 10, 3113. of 30/08/2022
• what: The authors focus on training a support vector machine (SVM) online with a single pass over data.Traditional batch-mode SVMs require previously prepared training data; these models may be unsuitable for circumstances. Online SVM algorithms do not initially hold all the data; instead, they receive streams of data . . .
  

   

  

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