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What is the Impact of Imbalance on Software Defect Prediction Performance?

Zaheed MahmoodDavid BowesPeter C. R. LaneTracy Hall
Published in: PROMISE (2015)
Keyphrases
  • software defect prediction
  • class imbalance
  • imbalanced data
  • software defect
  • ensemble learning
  • class distribution
  • active learning
  • cost sensitive
  • sample selection bias
  • machine learning