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Ensemble-based hybrid probabilistic sampling for imbalanced data learning in lung nodule CAD.

Peng CaoJinzhu YangWei LiDazhe ZhaoOsmar R. Zaïane
Published in: Comput. Medical Imaging Graph. (2014)
Keyphrases
  • imbalanced data
  • learning from imbalanced data
  • learning algorithm
  • active learning
  • ensemble methods
  • learning scheme
  • sampling methods
  • decision trees
  • supervised learning
  • random forest