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Two refinements of the bound of Sauer, Perles and Shelah, and of Vapnik and Chervonenkis.

Richard P. AnsteeBalin Fleming
Published in: Discret. Math. (2010)
Keyphrases
  • lower bound
  • upper bound
  • error bounds
  • worst case
  • binary classification
  • statistical learning theory
  • vc dimension
  • data sets
  • neural network
  • learning algorithm
  • video sequences
  • search algorithm
  • hidden markov models