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Comparison of Four Performance Metrics for Evaluating Sampling Techniques for Low Quality Class-Imbalanced Data.

Andres FollecoTaghi M. KhoshgoftaarAmri Napolitano
Published in: ICMLA (2008)
Keyphrases
  • low quality
  • high quality
  • class imbalanced data
  • poor quality
  • random sampling
  • neural network
  • feature selection
  • image sequences
  • multi class
  • monte carlo
  • evaluation metrics
  • sampling algorithm