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SMOTE-BD: An Exact and Scalable Oversampling Method for Imbalanced Classification in Big Data.

María José BasgallWaldo HasperuéMarcelo R. NaioufAlberto FernándezFrancisco Herrera
Published in: J. Comput. Sci. Technol. (2018)
Keyphrases
  • classification accuracy
  • big data
  • class imbalance
  • data sets
  • support vector machine
  • benchmark data sets
  • training samples
  • machine learning
  • database
  • information retrieval
  • social networks
  • structured data