A Review of R(C)MARS and (C)MARS with a Comparison Study
From IFORS Developing Countries Online Resources
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
