Applied predictive modeling
by Kuhn, Max
This text is intended for a broad audience as both an introduction to predictive models as well as a guide to applying them. Non-mathematical readers will appreciate the intuitive explanations of the techniques while an emphasis on problem-solving with real data across a wide variety of applications will aid practitioners who wish to extend their expertise. Readers should have knowledge of basic statistical ideas, such as correlation and linear regression analysis. While the text is biased agai…
Read More ↓Title Statements
- Full title :Applied predictive modeling / Max Kuhn, Kjell Johnson.
Summary
This text is intended for a broad audience as both an introduction to predictive models as well as a guide to applying them. Non-mathematical readers will appreciate the intuitive explanations of the techniques while an emphasis on problem-solving with real data across a wide variety of applications will aid practitioners who wish to extend their expertise. Readers should have knowledge of basic statistical ideas, such as correlation and linear regression analysis. While the text is biased against complex equations, a mathematical background is needed for advanced topics. -- from back cover.
Read More ↓Edition Statements
- Publication Date:©2013
- Edition:Corrected edition
Publication Statements
- Publisher(s):Springer
- Place of Publication:New York
- Language:eng
- Publication Date:©2013
The Physical Object
- Description:xiii, 600 pages : : illustrations (some color) ; : 25 cm
Edition Identifiers
- ISBN:9781461468486, 1461468485
- oclc:on1085493545
- LC Classification:QA276
- Dewey Decimal:519.5
Subjects
Writers
No reviews yet. Be the first to rate this work.
Related Works
more →
Geometry driven statistics
Statistical data analysis
Mathematical statistics: basic ideas and selected topics
Graph theory and its applications
Files & Downloads
-
Applied Predictive Modeling -- (.pdf)
PDF · 13.6 MB · updated -
Applied Predictive Modeling -- (.pdf)
PDF · 13.6 MB · updated -
Applied Predictive Modeling -- (.pdf)
PDF · 309.0 KB · updated -
Applied Predictive Modeling -- (.pdf)
PDF · 6.1 MB · updated -
Applied Predictive Modeling -- (.epub)
EPUB · 6.6 MB · updated -
Applied Predictive Modeling -- (.pdf)
PDF · 12.9 MB · updated -
Предиктивное моделирование на практике -- (.djvu)
DJVU · 15.3 MB · updated -
Machine Learning Mastery With R: How to Prepare D…
PDF · 4.3 MB · updated
Rate & Review