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Oversampling to Overcome Overfitting: Exploring the Relationship between Data Set Composition, Molecular Descriptors, and Predictive Modeling Methods.

Chia-Yun ChangMing-Tsung HsuEmilio Xavier EspositoYufeng J. Tseng
Published in: J. Chem. Inf. Model. (2013)
Keyphrases
  • data sets
  • predictive modeling
  • databases
  • cross validation
  • database
  • preprocessing
  • machine learning
  • decision making
  • training set
  • data mining methods
  • heterogeneous data sets