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Feature Engineering and Selection

- A Practical Approach for Predictive Models

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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  • Språk:
  • Engelska
  • ISBN:
  • 9781032090856
  • Format:
  • Häftad
  • Sidor:
  • 314
  • Utgiven:
  • 30. juni 2021
  • Mått:
  • 253x178x22 mm.
  • Vikt:
  • 664 g.
  I lager
Leveranstid: 4-7 vardagar
Förväntad leverans: 2. december 2024

Beskrivning av 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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