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Feature Engineering and Selection

- A Practical Approach for Predictive Models

About 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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  • Language:
  • English
  • ISBN:
  • 9781032090856
  • Binding:
  • Paperback
  • Pages:
  • 314
  • Published:
  • June 29, 2021
  • Dimensions:
  • 253x178x22 mm.
  • Weight:
  • 664 g.
  In stock
Delivery: 3-5 business days
Expected delivery: November 30, 2024

Description of 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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