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Feature Engineering for Machine Learning and Data Analytics

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Feature Engineering for Machine Learning and Data Analytics - Dong, Guozhu (Editor), and Liu, Huan
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Feature engineering plays a vital role in big data analytics. Machine learning and data mining algorithms cannot work without data. Little can be achieved if there are few features to represent the underlying data objects, and the quality of results of those algorithms largely depends on the quality of the available features. Feature Engineering for Machine Learning and Data Analytics provides a comprehensive introduction to feature engineering, including feature generation, feature extraction, feature transformation, ...

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Feature Engineering for Machine Learning and Data Analytics 2020, CRC Press, London

ISBN-13: 9780367571856

Paperback

Feature Engineering for Machine Learning and Data Analytics 2018, CRC Press, London

ISBN-13: 9781138744387

Hardcover