Feature Engineering and Selection |
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| Author:
| Kuhn, Max
Johnson, Kjell |
| Series title: | Chapman and Hall/CRC Data Science Ser. |
| ISBN: | 978-1-032-09085-6 |
| Publication Date: | Jun 2021 |
| Publisher: | CRC Press LLC
|
| Imprint: | Chapman & Hall/CRC |
| Book Format: | Paperback |
| List Price: | USD $59.95 |
Book Description:
|
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.
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.