Article ID: | iaor20134949 |
Volume: | 25 |
Issue: | 3 |
Start Page Number: | 517 |
End Page Number: | 526 |
Publication Date: | Jun 2013 |
Journal: | INFORMS Journal on Computing |
Authors: | Lutu Patricia E N, Engelbrecht Andries P |
Keywords: | aggregation, modelling |
Model aggregation is the process of constructing several base models that are then combined into a single model for prediction. Ensemble classification has been studied by many researchers and found to provide significant performance improvements over single models. This paper presents a new base model combination algorithm for