Feature Engineering and Selection (Chapman & Hall/CRC Data Science Series)
Kuhn, Max
1032090855
ISBN 13: 9781032090856
Softcover

Feature Engineering and Selection (Chapman & Hall/CRC Data Science Series)

46
ING9781032090856
Special order direct from the distributor

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.

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