Feature Engineering and Selection : A Practical Approach for Predictive Models

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.

• | : Max Kuhn, Kjell Johnson
• | Publisher: Taylor & Francis Ltd
• | Publication Date: Jun 30, 2021
• | Country of Publication: United Kingdom
• | Number of Pages: 314 pages
• | Language: Unknown
• | Binding: Paperback / softback
• | ISBN-10: 1032090855
• | ISBN-13: 9781032090856