Applied Predictive Modeling

Author: Max Kuhn
Publisher: Springer Science & Business Media
ISBN: 1461468493
Size: 57.44 MB
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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 Analytics

Author: Dean Abbott
Publisher: John Wiley & Sons
ISBN: 1118727932
Size: 73.66 MB
Format: PDF, Kindle
View: 1317
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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 ...

Modeling Techniques In Predictive Analytics With Python And R

Author: Thomas W. Miller
Publisher: FT Press
ISBN: 013389214X
Size: 39.11 MB
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... M. and K. Johnson 2013. Applied Predictive Modeling. New York: Springer.
Kutner, M. H., C.J. Nachtsheim, J. Neter, and W. Li 2004. Applied Linear
Statistical Models (fifth ed.). Boston: McGraw-Hill. Lam, W. and K.-Y. Lai 2001. A
meta-learning approach for text categorization. In Proceedings of the 24th annual
international ACM SIGIR conference on Research and development in
information retrieval, pp. 303–309. ACM Press. ISBN 1-58113-331-6. Lamp, G.
2014. ggplot for Python.

Modeling Techniques In Predictive Analytics

Author: Thomas W. Miller
Publisher: FT Press
ISBN: 0133886190
Size: 76.55 MB
Format: PDF, ePub, Docs
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Applied Predictive Modeling. New York: Springer. Kutner, M. H., C.J. Nachtsheim,
J. Neter, and W. Li 2004. Applied Linear Statistical Models (fifth ed.). Boston:
McGraw-Hill. Lam, W. and K.-Y. Lai 2001. A meta-learning approach for text
categorization. In Proceedings of the 24th annual international ACM SIGIR
conference on Research and development in information retrieval, pp. 303–309.
ACM Press. ISBN 1-58113-331-6. Lander, J. P. 2014. R for Everyone: Advanced
Analytics and ...

Web And Network Data Science

Author: Thomas W. Miller
Publisher: FT Press
ISBN: 0133887642
Size: 69.11 MB
Format: PDF
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133 Krug, S. 2014. Don't Make Me Think: A Common Sense Approach to Web
Usability (third ed.). Upper Saddle River, N.J.: Pearson/New Riders. Kuhn, M.
2014. caret: Classification and Regression Training. Comprehensive R Archive
Network. 2014. http://cran.r-project.org/web/packages/caret/caret.pdf. Kuhn, M.
and K. Johnson 2013. Applied Predictive Modeling. New York: Springer. Kutner,
M. H., C.J. Nachtsheim, J. Neter, and W. Li 2004. Applied Linear Statistical
Models (fifth ed.) ...

Virtual Testing And Predictive Modeling

Author: Bahram Farahmand
Publisher: Springer Science & Business Media
ISBN: 9780387959245
Size: 76.87 MB
Format: PDF, Kindle
View: 6770
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Cohesive. Technology. Applied. to. the. Modeling. and. Simulation. of. Fatigue.
Failure. Spandan Maiti Abstract Estimation of fatigue and fracture properties of
materials is essential for the safe life estimation of aging structural components.
Standard ASTM testing procedures being time consuming and costly,
computational methods that can reliably predict fatigue properties of the material
will be very useful. Toward this end, we present a computational model that can
capture the entire ...

Personalized Predictive Modeling In Type 1 Diabetes

Author: Eleni I. Georga
Publisher: Academic Press
ISBN: 0128051469
Size: 49.99 MB
Format: PDF, Kindle
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This book will help engineers and clinicians to: select a regression technique which can capture both linear and non-linear dynamics in glucose metabolism in diabetes, and which exhibits good generalization performance under stationary and ...