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Feature Engineering and Selection

A Practical Approach for Predictive Models

Paperback Engels 2021 1e druk 9781032090856
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Samenvatting

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.

Specificaties

ISBN13:9781032090856
Taal:Engels
Bindwijze:Paperback
Aantal pagina's:314
Uitgever:CRC Press
Druk:1

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        Feature Engineering and Selection