[Download] "Feature Engineering and Selection" by Max Kuhn & Kjell Johnson ~ eBook PDF Kindle ePub Free

eBook details

Title: Feature Engineering and Selection
Author : Max Kuhn & Kjell Johnson
Release Date : January 25, 2019
Genre: Business & Personal Finance,Books,Computers & Internet,Computers,Economics,Science & Nature,Mathematics,
Pages : * pages
Size : 7320 KB

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.