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Evolutionary Decision Trees in Large-Scale Data Mining

About Evolutionary Decision Trees in Large-Scale Data Mining

This book presents a unified framework, based on specialized evolutionary algorithms, for the global induction of various types of classification and regression trees from data. cost-sensitive model trees for financial data or multi-test trees for gene expression data.

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  • Language:
  • English
  • ISBN:
  • 9783030218539
  • Binding:
  • Paperback
  • Pages:
  • 180
  • Published:
  • August 13, 2020
  • Edition:
  • 12019
  • Dimensions:
  • 155x235x0 mm.
  • Weight:
  • 454 g.
Delivery: 2-4 weeks
Expected delivery: December 19, 2024

Description of Evolutionary Decision Trees in Large-Scale Data Mining

This book presents a unified framework, based on specialized evolutionary algorithms, for the global induction of various types of classification and regression trees from data. cost-sensitive model trees for financial data or multi-test trees for gene expression data.

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