Article ID: | iaor20001655 |
Country: | Netherlands |
Volume: | 114 |
Issue: | 1 |
Start Page Number: | 1 |
End Page Number: | 14 |
Publication Date: | Apr 1999 |
Journal: | European Journal of Operational Research |
Authors: | Sharma Subhash, Malhotra Manoj K., Nair Satish S. |
Keywords: | neural networks |
Many real world business situations require classification decisions that must often be made on the basis of judgment and past performance. In this paper, we propose a decision framework that combines multiple models or techniques in a complementary fashion to provide input to managers who make such decisions on a routine basis. We illustrate the framework by specifically using five different classification techniques – neural networks, discriminant analysis, quadratic discriminant analysis,