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Feature Engineering and Selection

- A Practical Approach for Predictive Models

af Max Kuhn
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:
  • 9781032090856
  • Indbinding:
  • Paperback
  • Sideantal:
  • 314
  • Udgivet:
  • 30. juni 2021
  • Størrelse:
  • 253x178x22 mm.
  • Vægt:
  • 664 g.
  • 2-3 uger.
  • 22. januar 2025
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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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