Feature Engineering and Selection : A Practical Approach for Predictive Models PDF
by Max Kuhn, Kjell Johnson
Part of the Chapman & Hall/CRC Data Science Series series
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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.
A variety of example data sets are used to illustrate the techniques along with R programs for reproducing the results.
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- Format:PDF
- Pages:310 pages
- Publisher:Taylor & Francis Ltd
- Publication Date:25/07/2019
- Category:
- ISBN:9781351609470
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Information
-
Download Now
- Format:PDF
- Pages:310 pages
- Publisher:Taylor & Francis Ltd
- Publication Date:25/07/2019
- Category:
- ISBN:9781351609470
