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Improved Classification Rates for Localized Algorithms under Margin Conditions

About Improved Classification Rates for Localized Algorithms under Margin Conditions

Support vector machines (SVMs) are one of the most successful algorithms on small and medium-sized data sets, but on large-scale data sets their training and predictions become computationally infeasible.

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  • Language:
  • English
  • ISBN:
  • 9783658295905
  • Binding:
  • Paperback
  • Pages:
  • 126
  • Published:
  • March 18, 2020
  • Edition:
  • 12020
  • Dimensions:
  • 148x210x0 mm.
  • Weight:
  • 454 g.
Delivery: 2-4 weeks
Expected delivery: September 26, 2025

Description of Improved Classification Rates for Localized Algorithms under Margin Conditions

Support vector machines (SVMs) are one of the most successful algorithms on small and medium-sized data sets, but on large-scale data sets their training and predictions become computationally infeasible.

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