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Feature Engineering and Selection - A Practical Approach for Predictive Models (Hardcover) Loot Price: R2,286
Discovery Miles 22 860
Feature Engineering and Selection - A Practical Approach for Predictive Models (Hardcover): Max Kuhn, Kjell Johnson

Feature Engineering and Selection - A Practical Approach for Predictive Models (Hardcover)

Max Kuhn, Kjell Johnson

Series: Chapman & Hall/CRC Data Science Series

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Loot Price R2,286 Discovery Miles 22 860 | Repayment Terms: R214 pm x 12*

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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.

General

Imprint: Crc Press
Country of origin: United Kingdom
Series: Chapman & Hall/CRC Data Science Series
Release date: August 2019
First published: 2020
Authors: Max Kuhn • Kjell Johnson
Dimensions: 254 x 178 x 18mm (L x W x T)
Format: Hardcover
Pages: 298
ISBN-13: 978-1-138-07922-9
Categories: Books > Science & Mathematics > Mathematics > Probability & statistics
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LSN: 1-138-07922-7
Barcode: 9781138079229

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