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 improvent in manufacturing, • computational biology, • medicine and • engineering

Learning enables for doing estimation and prediction.