Feature Engineering and Selection (e-bog) af Johnson, Kjell
Johnson, Kjell (forfatter)

Feature Engineering and Selection e-bog

403,64 DKK (inkl. moms 504,55 DKK)
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 illustra...
E-bog 403,64 DKK
Forfattere Johnson, Kjell (forfatter)
Udgivet 25 juli 2019
Længde 298 sider
Genrer Economics, Finance, Business and Management
Sprog English
Format pdf
Beskyttelse LCP
ISBN 9781351609470
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.