Name: Feature Engineering and Selection: A Practical Approach for Predictive Models (Chapman & Hall
Price: 3823.00 TWD
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Author: Max Kuhn; Kjell Johnson
ISBN: 9781138079229

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portada Feature Engineering and Selection: A Practical Approach for Predictive Models (Chapman & Hall

Feature Engineering and Selection: A Practical Approach for Predictive Models (Chapman & Hall

Type

Physical Book

Publisher

Crc Pr Inc

Author

Max Kuhn; Kjell Johnson

Year

2019

Language

English

Pages

310

Format

Hardcover

ISBN13

9781138079229

Edition No.

Synopsis "Feature Engineering and Selection: A Practical Approach for Predictive Models (Chapman & Hall "

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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Feature Engineering and Selection: A Practical Approach for Predictive Models (Chapman & Hall - Max Kuhn; Kjell Johnson

Synopsis "Feature Engineering and Selection: A Practical Approach for Predictive Models (Chapman & Hall "

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