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Feature Engineering and Selection (Chapman & Hall/CRC Data Science Series) - Softcover

 
9781032090856: Feature Engineering and Selection (Chapman & Hall/CRC Data Science Series)
  • PublisherRoutledge
  • Publication date2021
  • ISBN 10 1032090855
  • ISBN 13 9781032090856
  • BindingPaperback
  • LanguageEnglish
  • Edition number1
  • Number of pages314

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9781138079229: Feature Engineering and Selection: A Practical Approach for Predictive Models (Chapman & Hall/CRC Data Science Series)

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Paperback. Condition: new. Paperback. 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. A variety of example data sets are used to illustrate the techniques along with R programs for reproducing the results. 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. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9781032090856

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