Article ID: | iaor20134970 |
Volume: | 25 |
Issue: | 4 |
Start Page Number: | 792 |
End Page Number: | 807 |
Publication Date: | Sep 2013 |
Journal: | INFORMS Journal on Computing |
Authors: | Lutu Patricia E N, Engelbrecht Andries P |
Keywords: | aggregation, classification |
The process of constructing several base models that are then combined into a single classification model for prediction is called model aggregation or ensemble classification. Positive‐versus‐negative (pVn) classification is a new method for the implementation of base models for aggregation. pVn classification involves the decomposition of a