92 Applied Predictive Modeling Techniques In R

Author: N. D. Lewis
Publisher: CreateSpace
ISBN: 9781517516796
Size: 73.98 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 Modeling

Author: Max Kuhn
Publisher: Springer Science & Business Media
ISBN: 1461468493
Size: 10.74 MB
Format: PDF, ePub
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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.

Modeling Techniques In Predictive Analytics

Author: Thomas W. Miller
Publisher: FT Press
ISBN: 0133886190
Size: 62.52 MB
Format: PDF, Mobi
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Unlike competitive books, this guide illuminates the discipline through realistic vignettes and intuitive data visualizations–not complex math.

Data Mining And Business Analytics With R

Author: Johannes Ledolter
Publisher: John Wiley & Sons
ISBN: 1118572157
Size: 40.81 MB
Format: PDF, ePub
View: 6151
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In addition, the book presents: • A thorough discussion and extensive demonstration of the theory behind the most useful data mining tools • Illustrations of how to use the outlined concepts in real-world situations • Readily ...

An Introduction To Statistical Learning

Author: Gareth James
Publisher: Springer Science & Business Media
ISBN: 1461471389
Size: 41.85 MB
Format: PDF, Kindle
View: 1937
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This book presents some of the most important modeling and prediction techniques, along with relevant applications.

Regression Modeling Strategies

Author: Frank Harrell
Publisher: Springer
ISBN: 3319194259
Size: 76.85 MB
Format: PDF, Kindle
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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.

Mastering Predictive Analytics With R

Author: Rui Miguel Forte
Publisher: Packt Publishing Ltd
ISBN: 1783982810
Size: 75.86 MB
Format: PDF, ePub, Docs
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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.

Fundamentals Of Machine Learning For Predictive Data Analytics

Author: John D. Kelleher
Publisher: MIT Press
ISBN: 0262029448
Size: 55.47 MB
Format: PDF, ePub, Docs
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The book, informed by the authors' many years of teaching machine learning, and working on predictive data analytics projects, is suitable for use by undergraduates in computer science, engineering, mathematics, or statistics; by graduate ...

Discrimination And Privacy In The Information Society

Author: Bart Custers
Publisher: Springer Science & Business Media
ISBN: 3642304877
Size: 62.33 MB
Format: PDF, ePub, Docs
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Judging people by their digital identities sheds a different light on our views of privacy and data protection. This book discusses discrimination and privacy issues related to data mining and profiling practices.