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Feature Engineering and Selection

- A Practical Approach for Predictive Models

af Max Kuhn

indgår i Chapman & Hall/CRC Data Science Series serien

Feature Engineering and Selection af Max Kuhn
Bag om Feature Engineering and Selection

The process of developing predictive models includes many stages. Most resources focus on the modeling algorithms but neglect other critical aspects of the modeling process. This book describes techniques for finding the best representations of predictors for modeling and for nding the best subset of predictors for improving model performance.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9781138079229
  • Indbinding:
  • Hardback
  • Sideantal:
  • 314
  • Udgivet:
  • 2. august 2019
  • Størrelse:
  • 186x261x18 mm.
  • Vægt:
  • 824 g.
  • 8-11 hverdage.
  • 10. december 2024
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The process of developing predictive models includes many stages. Most resources focus on the modeling algorithms but neglect other critical aspects of the modeling process. This book describes techniques for finding the best representations of predictors for modeling and for nding the best subset of predictors for improving model performance.

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