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About the book
Applied Predictive Modeling covers the overall predictive modeling process, beginning with the crucial steps of data preprocessing, data splitting and foundations of model tuning. The text then provides intuitive explanations of numerous common and modern regression and classification techniques, always with an emphasis on illustrating and solving real data problems. The text illustrates all parts of the modeling process through many hands-on, real-life examples, and every chapter contains exten...Show more
Book details
ISBN
9781461468486
Publisher
Springer-Verlag New York Inc.
Published year
2013
Language
English
Original title
Applied Predictive Modeling
Format
Hardcover
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