Concept drift adaptation with incremental-decremental svm

HIGHLIGHTS

  • who: Honorius Gâlmeanu and Răzvan Andonie from the Faculty of Mathematics and Computer Science, Transilvania University of Braşov, Braşov, Romania have published the research work: Concept Drift Adaptation with Incremental-Decremental SVM, in the Journal: (JOURNAL)
  • what: The authors evaluate AIDSVM performance on both synthetic and real-world drift datasets.
  • how: The AIDSVM method is based on the CP algorithm. The authors evaluated the performance on these three datasets for two classifiers with five drift detection methods from the Tornado framework (thus a total of 10 models) against AIDSVM . . .

     

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