Difference between revisions of "A Review of R(C)MARS and (C)MARS with a Comparison Study"

From IFORS Developing Countries Online Resources
Jump to: navigation, search
Line 4: Line 4:
  
 
- Introduction
 
- Introduction
 +
 
- Regression
 
- Regression
 +
 
- Robustification
 
- Robustification
 +
 
- MARS
 
- MARS
 +
 
- CMARS
 
- CMARS
 +
 
- Idea of Robust (C)MARS
 
- Idea of Robust (C)MARS
 +
 
- Robust Optimization
 
- Robust Optimization
 +
 
- RCMARS under Polyhedral Uncertainty
 
- RCMARS under Polyhedral Uncertainty
 +
 
- A Real-World Application by RCMARS
 
- A Real-World Application by RCMARS
 +
 
- 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

<addhtml>

</addhtml>