Ebók
Feature Engineering and Selection
A Practical Approach for Predictive Models
Max Kuhn; Kjell Johnson
Taylor & Francis
Prísur
344,95 kr.
Vørulýsing av
Feature Engineering and Selection
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.
Nágreining
Meira eftir Max Kuhn; Kjell Johnson
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