Applied Predictive Modeling

Author: Max Kuhn
Publisher: Springer Science & Business Media
ISBN: 1461468493
Size: 54.90 MB
Format: PDF, Kindle
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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.

92 Applied Predictive Modeling Techniques In R

Author: N. D. Lewis
Publisher: CreateSpace
ISBN: 9781517516796
Size: 54.67 MB
Format: PDF, Kindle
View: 1274
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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: 51.80 MB
Format: PDF
View: 223
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GDF (Generalized Degrees of Freedom), 323 H hard partitioning algorithms, 178
headless predictive modeling software, deployment and, 358 help desk case
study, 402–403 business understanding, 407–409 data preparation, 403–405
defining data, 403 deployment, 409–411 modeling, 405–407 heterogeneous
ensembles, 321–233 hierarchical clustering, 205–206 histograms axes, 59 bins,
60 box plots, 61 categorical variables, multiple, 60 customizing, 60 K-Means
clustering, ...

Modeling Techniques In Predictive Analytics With Python And R

Author: Thomas W. Miller
Publisher: FT Press
ISBN: 013389214X
Size: 73.71 MB
Format: PDF, ePub, Docs
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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: 32.82 MB
Format: PDF
View: 1567
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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: 23.15 MB
Format: PDF, Kindle
View: 5640
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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: 43.38 MB
Format: PDF, Kindle
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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 ...

Learning R

Author: Richard Cotton
Publisher: "O'Reilly Media, Inc."
ISBN: 1449357199
Size: 18.78 MB
Format: PDF, Docs
View: 2676
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2013. John Wiley & Sons. ISBN-13 978—0—4709—7392—9. Andy Field, Ieremy
Miles, and Zoe Field. Discovering Statistics UsingR. 2012. SAGE Publications.
ISBN- 13 978-1-4462-0046-9. Max Kuhn. Applied Predictive Modeling. 978—1—
4614—6848—6. John Fox and Sanford Weisberg. An R Companion to Applied
Regression. 2011. SAGE Publications. ISBN—13 978—1—4129—7514—8.
2013. ISBN—13 Springer. 13. lose Pinheiro and Douglas Bates. Mixed-Eflects
Models in ...

Personalized Predictive Modeling In Type 1 Diabetes

Author: Eleni I. Georga
Publisher: Academic Press
ISBN: 0128051469
Size: 52.10 MB
Format: PDF, Docs
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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 ...

Foodborne Diseases

Author: Dean O. Cliver
Publisher: Gulf Professional Publishing
ISBN: 9780121765590
Size: 67.40 MB
Format: PDF, Mobi
View: 4365
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These models or mathematical equations are developed after extensive study of
the behavior of the microorganism(s) of concern. These models not only help
predict microbial growth in foods; they may also help assess the sources and
likelihood of contamination. Predictions can help pinpoint conditions that should
be avoided. Such information can later be applied to monitoring systems that give
processors advance warning of problems. Predictive models can be applied in ...