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Regularization oversampling for classification tasks: To exploit what you do not know.

Lennert Van der SchraelenKristof StouthuysenSeppe K. L. M. vanden BrouckeTim Verdonck
Published in: Inf. Sci. (2023)
Keyphrases
  • parameter selection
  • support vector
  • machine learning
  • genetic algorithm
  • website
  • training data
  • high dimensional
  • data points
  • class imbalance
  • regularization method
  • smoothing parameter
  • projection operator