A Review of R(C)MARS and (C)MARS with a Comparison Study
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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.
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