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Feature Engineering and Selection: A Practical Approach for Predictive Models

Name: Feature Engineering and Selection: A Practical Approach for Predictive Models
ISBN: 9781138079229

Max Kuhn, Kjell Johnson

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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.

Категории:

Computers - Computer Science
Computers - Cybernetics

Година:

2021

Издание:

Издателство:

CRC Press

Език:

english

Страници:

314

ISBN 10: