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Feature Engineering and Selection - A Practical Approach for Predictive Models (Paperback) Loot Price: R1,534
Discovery Miles 15 340
Repayment Terms: R144 pm x 12*
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Feature Engineering and Selection - A Practical Approach for Predictive Models (Paperback): Max Kuhn, Kjell Johnson

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

Max Kuhn, Kjell Johnson

Series: Chapman & Hall/CRC Data Science Series

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Loot Price R1,534 Discovery Miles 15 340 | Repayment Terms: R144 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: Taylor & Francis
Country of origin: United Kingdom
Series: Chapman & Hall/CRC Data Science Series
Release date: June 2021
First published: 2020
Authors: Max Kuhn • Kjell Johnson
Dimensions: 254 x 178 x 22mm (L x W x T)
Format: Paperback
Pages: 314
ISBN-13: 978-1-03-209085-6
Categories: Books > Science & Mathematics > Mathematics > Probability & statistics
Books > Professional & Technical > Environmental engineering & technology > General
Books > Computing & IT > General theory of computing > General
Books > Computing & IT > Applications of computing > Databases > General
Books > Professional & Technical > Electronics & communications engineering > Electronics engineering > Automatic control engineering > General
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LSN: 1-03-209085-5
Barcode: 9781032090856

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