Feature Engineering and Selection

Feature Engineering and Selection
Author :
Publisher : CRC Press
Total Pages : 266
Release :
ISBN-10 : 9781351609463
ISBN-13 : 1351609467
Rating : 4/5 (467 Downloads)

Book Synopsis Feature Engineering and Selection by : Max Kuhn

Download or read book Feature Engineering and Selection written by Max Kuhn and published by CRC Press. This book was released on 2019-07-25 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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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