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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:
  • 9781138079229
  • Format:
  • Inbunden
  • Sidor:
  • 314
  • Utgiven:
  • 2. augusti 2019
  • Mått:
  • 186x261x18 mm.
  • Vikt:
  • 824 g.
Leveranstid: Okänt - saknas för närvarande

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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