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

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.