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A Study on the Noise Label Influence in Boosting Algorithms: AdaBoost, GBM and XGBoost.

Anabel Gómez-RíosJulián LuengoFrancisco Herrera
Published in: HAIS (2017)
Keyphrases
  • boosting algorithms
  • multi class
  • loss function
  • cost sensitive
  • learning algorithm
  • object recognition
  • multi label
  • ensemble methods