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Unbiased descriptor and parameter selection confirms the potential of proteochemometric modelling.

Eva FreyhultPeteris PrusisMaris LapinshJarl E. S. WikbergVincent MoultonMats G. Gustafsson
Published in: BMC Bioinform. (2005)
Keyphrases
  • parameter selection
  • adaptive regularization
  • kernel ridge regression
  • model selection
  • prior knowledge
  • neural network
  • machine learning
  • feature extraction
  • high quality
  • cross validation
  • fuzzy clustering