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
Forlag
Chapman and Hall/CRC
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.