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(Ebook) Feature Engineering and Selection: A Practical Approach for Predictive Models by Max Kuhn, Kjell Johnson ISBN 9781032090856, 9781138079229, 1032090855, 1138079227

  • SKU: EBN-33779916
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5.0

22 reviews
Instant download (eBook) Feature Engineering and Selection: A Practical Approach for Predictive Models after payment.
Authors:Max Kuhn, Kjell Johnson
Pages:314 pages.
Year:2021
Editon:1
Publisher:CRC Press
Language:english
File Size:20.68 MB
Format:pdf
ISBNS:9781032090856, 9781138079229, 1032090855, 1138079227
Categories: Ebooks

Product desciption

(Ebook) Feature Engineering and Selection: A Practical Approach for Predictive Models by Max Kuhn, Kjell Johnson ISBN 9781032090856, 9781138079229, 1032090855, 1138079227

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.
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