Feature engineering for machine learning and data analytics / edited by Guozhu Dong and Huan Liu.
Presenting key concepts, methods, examples, and applications, this book provides a comprehensive introduction to feature engineering, including feature generation, feature extraction, feature transformation, feature selection, and feature analysis and evaluation. --
Saved in:
| Online Access: |
Full Text (via Skillsoft) |
|---|---|
| Other Authors: | , |
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Boca Raton, FL :
CRC Press/Taylor & Francis Group,
[2018]
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| Edition: | First edition. |
| Series: | Chapman & Hall/CRC data mining and knowledge discovery series.
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| Subjects: |
MARC
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| 245 | 0 | 0 | |a Feature engineering for machine learning and data analytics / |c edited by Guozhu Dong and Huan Liu. |
| 250 | |a First edition. | ||
| 264 | 1 | |a Boca Raton, FL : |b CRC Press/Taylor & Francis Group, |c [2018] | |
| 264 | 4 | |c ©2018 | |
| 300 | |a 1 online resource (xviii, 400 pages) | ||
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| 490 | 1 | |a Chapman & Hall/CRC data mining and knowledge discovery series | |
| 504 | |a Includes bibliographical references and index. | ||
| 520 | |a Presenting key concepts, methods, examples, and applications, this book provides a comprehensive introduction to feature engineering, including feature generation, feature extraction, feature transformation, feature selection, and feature analysis and evaluation. -- |c Edited summary from book. | ||
| 588 | 0 | |a Print version record. | |
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| 650 | 0 | |a Machine learning. | |
| 650 | 0 | |a Data mining. | |
| 650 | 7 | |a Data mining |2 fast | |
| 650 | 7 | |a Machine learning |2 fast | |
| 700 | 1 | |a Dong, Guozhu, |d 1957- |e editor. |1 https://id.oclc.org/worldcat/entity/E39PCjxjdmXmCcmwCPwxYxbcKb | |
| 700 | 1 | |a Liu, Huan, |d 1958- |e editor. |1 https://id.oclc.org/worldcat/entity/E39PBJkXBrJJQw6jTvbhDKwQv3 | |
| 776 | 0 | 8 | |i Print version: |t Feature engineering for machine learning and data analytics. |b First edition. |d Boca Raton, FL : CRC Press/Taylor & Francis Group, 2018 |z 9781138744387 |w (DLC) 2017054297 |w (OCoLC)1012297999 |
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