Feature Engineering and Selection A Practical Approach for Predictive Models - Chapman & Hall/CRC Data Science Series

Max Kuhn, Kjell Johnson

Hardback (12 Aug 2019)

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Publisher's Synopsis

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.

Book information

ISBN:	9781138079229
Publisher:	CRC Press
Imprint:	Chapman & Hall/CRC
Pub date:	12 Aug 2019
DEWEY:	629.80285513
DEWEY edition:	23
Language:	English
Number of pages:	298
Weight:	824g
Height:	261mm
Width:	186mm
Spine width:	18mm