Feature Engineering and Selection (Kobo eBook)

Feature Engineering and Selection By Max Kuhn, Kjell Johnson Cover Image
Available Now


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.

Product Details
ISBN-13: 9781351609463
Publisher: Chapman and Hall/CRC
Publication Date: July 24th, 2019