Applied Predictive Modeling

Author: Max Kuhn
Publisher: Springer Science & Business Media
ISBN: 1461468493
Size: 29.61 MB
Format: PDF, ePub, 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: 60.95 MB
Format: PDF, Mobi
View: 5298
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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: 78.41 MB
Format: PDF, ePub, Mobi
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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: 56.74 MB
Format: PDF, ePub, Docs
View: 6221
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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 ...

Statistical And Machine Learning Data Mining

Author: Bruce Ratner
Publisher: CRC Press
ISBN: 1351652389
Size: 48.20 MB
Format: PDF, ePub
View: 6459
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The third edition of a bestseller, Statistical and Machine-Learning Data Mining: Techniques for Better Predictive Modeling and Analysis of Big Data is still the only book, to date, to distinguish between statistical data mining and machine ...

Applied Predictive Control

Author: Sunan Huang
Publisher: Springer Science & Business Media
ISBN: 1447137256
Size: 24.23 MB
Format: PDF, ePub, Mobi
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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.

Regression Modeling Strategies

Author: Frank Harrell
Publisher: Springer
ISBN: 3319194259
Size: 38.26 MB
Format: PDF, ePub
View: 7070
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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.

Predictive Modeling Of Drug Sensitivity

Author: Ranadip Pal
Publisher: Academic Press
ISBN: 012805431X
Size: 65.93 MB
Format: PDF, Kindle
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This book is an ideal reference for computer scientists, engineers, computational biologists, and mathematicians who want to understand and apply multiple approaches and methods to drug sensitivity modeling.

Predictive Modeling Applications In Actuarial Science

Author: Edward W. Frees
Publisher: Cambridge University Press
ISBN: 1107029872
Size: 59.19 MB
Format: PDF, ePub, Mobi
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This book is for actuaries and financial analysts developing their expertise in statistics and who wish to become familiar with concrete examples of predictive modeling.