Applied Predictive Modeling

Author: Max Kuhn
Publisher: Springer Science & Business Media
ISBN: 1461468493
Size: 60.68 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.

Applied Predictive Analytics

Author: Dean Abbott
Publisher: John Wiley & Sons
ISBN: 111872769X
Size: 23.67 MB
Format: PDF, ePub, Docs
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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: 18.84 MB
Format: PDF, 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: 57.73 MB
Format: PDF
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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 ...

Das Buch Vom Es

Author: Georg Groddeck
Publisher: tredition
ISBN: 3842419627
Size: 52.11 MB
Format: PDF, ePub, Docs
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Dieses Werk ist Teil der Buchreihe TREDITION CLASSICS.

Web And Network Data Science

Author: Thomas W. Miller
Publisher: FT Press
ISBN: 0133887642
Size: 39.15 MB
Format: PDF, ePub
View: 1349
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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: 20.78 MB
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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 ...