Applied Predictive Modeling

Author: Max Kuhn
Publisher: Springer Science & Business Media
ISBN: 1461468493
Size: 56.28 MB
Format: PDF, Mobi
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While the text is biased against complex equations, a mathematical background is needed for advanced topics. This text is intended for a broad audience as both an introduction to predictive models as well as a guide to applying them.

Applied Predictive Modeling

Author: Max Kuhn
Publisher: Springer
ISBN: 9781461468486
Size: 78.29 MB
Format: PDF, ePub, Mobi
View: 3005
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This text is intended for a broad audience as both an introduction to predictive models as well as a guide to applying them.

92 Applied Predictive Modeling Techniques In R

Author: N. D. Lewis
Publisher: CreateSpace
ISBN: 9781517516796
Size: 74.56 MB
Format: PDF, ePub, Docs
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About This Book This jam-packed book takes you under the hood with step by step instructions using the popular and free R predictive analytics package.

Applied Predictive Analytics

Author: Dean Abbott
Publisher: John Wiley & Sons
ISBN: 111872769X
Size: 78.73 MB
Format: PDF, ePub
View: 2982
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The ability to successfully apply predictive analytics enables businesses to effectively interpret big data; essential for competition today This guide teaches not only the principles of predictive analytics, but also how to apply them to ...

Regression Modeling Strategies

Author: Frank Harrell
Publisher: Springer
ISBN: 3319194259
Size: 17.41 MB
Format: PDF, ePub
View: 4173
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This text realistically deals with model uncertainty, and its effects on inference, to achieve "safe data mining." It also presents many graphical methods for communicating complex regression models to non-statisticians.

Statistical And Machine Learning Data Mining

Author: Bruce Ratner
Publisher: CRC Press
ISBN: 1466551216
Size: 75.33 MB
Format: PDF, ePub
View: 2144
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This book contains essays offering detailed background, discussion, and illustration of specific methods for solving the most commonly experienced problems in predictive modeling and analysis of big data.

Applied Predictive Control

Author: Sunan Huang
Publisher: Springer Science & Business Media
ISBN: 9781852333386
Size: 43.18 MB
Format: PDF, Kindle
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Three main schemes for advanced predictive control are addressed in this book: • Smith Predictive Control; • Generalised Predictive Control; • a form of predictive control based on Finite Spectrum Assignment.

Mastering Predictive Analytics With R

Author: Rui Miguel Forte
Publisher: Packt Publishing Ltd
ISBN: 1783982810
Size: 15.87 MB
Format: PDF
View: 4659
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This book is designed to be both a guide and a reference for moving beyond the basics of predictive modeling. The book begins with a dedicated chapter on the language of models and the predictive modeling process.