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Applied Predictive Modeling
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Pages: 600
Authors: Max Kuhn
Categories: Medical
Type: BOOK - Published: 2013-05-17 - Publisher: Springer Science & Business Media

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Applied Predictive Modeling covers the overall predictive modeling process, beginning with the crucial steps of data preprocessing, data splitting and foundatio
Feature Engineering and Selection
Language: en
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Authors: Max Kuhn
Categories: Business & Economics
Type: BOOK - Published: 2019-07-25 - Publisher: CRC Press

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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 mode
Applied Predictive Analytics
Language: en
Pages: 456
Authors: Dean Abbott
Categories: Computers
Type: BOOK - Published: 2014-03-31 - Publisher: John Wiley & Sons

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Learn the art and science of predictive analytics — techniques that get results Predictive analytics is what translates big data into meaningful, usable busin
Personalized Predictive Modeling in Type 1 Diabetes
Language: en
Pages: 252
Authors: Eleni I. Georga
Categories: Medical
Type: BOOK - Published: 2017-12-11 - Publisher: Academic Press

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Personalized Predictive Modeling in Diabetes features state-of-the-art methodologies and algorithmic approaches which have been applied to predictive modeling o
Applied Predictive Control
Language: en
Pages: 276
Authors: Sunan Huang
Categories: Mathematics
Type: BOOK - Published: 2013-03-09 - Publisher: Springer Science & Business Media

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This focused treatment includes the fundamentals and some state-of-the-art developments in the field of predictive control. A substantial part of the book addre