logo
Supporting your high street Find out how »
Basket Image

Basket

Feature Engineering and Selection : A Practical Approach for Predictive Models, Hardback Book

Feature Engineering and Selection : A Practical Approach for Predictive Models Hardback

Part of the Chapman & Hall/CRC Data Science Series series

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.

Information

  • Format: Hardback
  • Pages: 298 pages
  • Publisher: Taylor & Francis Ltd
  • Publication Date:
  • Category: Probability & statistics
  • ISBN: 9781138079229

Other Formats

£59.99

£53.19

 
Free Home Delivery

on all orders

 
Pick up orders

from local bookshops

Also in the Chapman & Hall/CRC Data Science Series series   |  View all