Difference between revisions of "A Review of R(C)MARS and (C)MARS with a Comparison Study"
From IFORS Developing Countries Online Resources
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- Introduction | - Introduction | ||
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- Regression | - Regression | ||
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- Robustification | - Robustification | ||
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- MARS | - MARS | ||
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- CMARS | - CMARS | ||
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- Idea of Robust (C)MARS | - Idea of Robust (C)MARS | ||
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- Robust Optimization | - Robust Optimization | ||
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- RCMARS under Polyhedral Uncertainty | - RCMARS under Polyhedral Uncertainty | ||
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- A Real-World Application by RCMARS | - A Real-World Application by RCMARS | ||
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- Conclusion and Outlook on Future Studies | - Conclusion and Outlook on Future Studies | ||
Revision as of 14:25, 8 May 2017
by: Ayşe Ozmen and Gerhard-Wilhelm Weber
Content
- Introduction
- Regression
- Robustification
- MARS
- CMARS
- Idea of Robust (C)MARS
- Robust Optimization
- RCMARS under Polyhedral Uncertainty
- A Real-World Application by RCMARS
- Conclusion and Outlook on Future Studies
Introduction
learning from data has become very important in every field of science and technology, e.g., in
• financial sector,
• quality improvement in manufacturing,
• computational biology,
• medicine and
• engineering
Learning enables for doing estimation and prediction.
Link to material: http://ifors.org/wp-content/uploads/2017/05/noname.pdf
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